Ambuj K. Singh
University of California, Santa Barbara, USA
http://www.cs.ucsb.edu/~ambuj/
https://orcid.org/0000-0002-1997-7140
https://www.wikidata.org/entity/Q102288119
https://dl.acm.org/profile/81408600836
https://mathgenealogy.org/id.php?id=95173
https://zbmath.org/authors/?q=ai:singh.ambuj-k
Aritra Bhowmick
Mert Kosan
Zexi Huang
Ambuj K. Singh
Sourav Medya
DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization.
11069-11077
2024
AAAI
https://doi.org/10.1609/aaai.v38i10.28983
conf/aaai/2024
db/conf/aaai/aaai2024.html#BhowmickKHSM24
Sean Jaffe
Alexander Davydov 0001
Deniz Lapsekili
Ambuj K. Singh
Francesco Bullo
Learning Neural Contracting Dynamics: Extended Linearization and Global Guarantees.
2024
abs/2402.08090
CoRR
https://doi.org/10.48550/arXiv.2402.08090
db/journals/corr/corr2402.html#abs-2402-08090
Francesco Seccamonte
Ambuj K. Singh
Francesco Bullo
Inference of Infrastructure Network Flows via Physics-Inspired Implicit Neural Networks.
1040-1045
2023
CCTA
https://doi.org/10.1109/CCTA54093.2023.10252477
conf/ccta/2023
db/conf/ccta/ccta2023.html#SeccamonteSB23
Wei Ye 0001
Omid Askarisichani
Alex T. Jones
Ambuj K. Singh
Learning Deep Graph Representations via Convolutional Neural Networks (Extended abstract).
3831-3832
2023
ICDE
https://doi.org/10.1109/ICDE55515.2023.00342
conf/icde/2023
db/conf/icde/icde2023.html#0001AJS23
Wei Ye 0001
Dominik Mautz
Christian Böhm 0001
Ambuj K. Singh
Claudia Plant
Incorporating User's Preference into Attributed Graph Clustering : Extended abstract.
3833-3834
2023
ICDE
https://doi.org/10.1109/ICDE55515.2023.00343
conf/icde/2023
db/conf/icde/icde2023.html#0001MBSP23
Saurabh Sharma
Yongqin Xian
Ning Yu
Ambuj K. Singh
Learning Prototype Classifiers for Long-Tailed Recognition.
1360-1368
2023
IJCAI
https://doi.org/10.24963/ijcai.2023/151
conf/ijcai/2023
db/conf/ijcai/ijcai2023.html#SharmaXYS23
Kha-Dinh Luong
Ambuj K. Singh
Fragment-based Pretraining and Finetuning on Molecular Graphs.
2023
NeurIPS
http://papers.nips.cc/paper_files/paper/2023/hash/38ec60a949c3538e5cbb337b1b386dcf-Abstract-Conference.html
conf/nips/2023
db/conf/nips/neurips2023.html#LuongS23
Zexi Huang
Mert Kosan
Sourav Medya
Sayan Ranu
Ambuj K. Singh
Global Counterfactual Explainer for Graph Neural Networks.
141-149
2023
WSDM
https://doi.org/10.1145/3539597.3570376
conf/wsdm/2023
db/conf/wsdm/wsdm2023.html#HuangKMRS23
Ambuj K. Singh
Yizhou Sun
Leman Akoglu
Dimitrios Gunopulos
Xifeng Yan
Ravi Kumar 0001
Fatma Ozcan
Jieping Ye
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023
KDD
ACM
2023
https://doi.org/10.1145/3580305
db/conf/kdd/kdd2023.html
Saurabh Sharma
Yongqin Xian
Ning Yu
Ambuj K. Singh
Learning Prototype Classifiers for Long-Tailed Recognition.
2023
abs/2302.00491
CoRR
https://doi.org/10.48550/arXiv.2302.00491
db/journals/corr/corr2302.html#abs-2302-00491
Zichen Chen
Ambuj K. Singh
Misha Sra
LMExplainer: a Knowledge-Enhanced Explainer for Language Models.
2023
abs/2303.16537
CoRR
https://doi.org/10.48550/arXiv.2303.16537
db/journals/corr/corr2303.html#abs-2303-16537
Zexi Huang
Mert Kosan
Arlei Silva
Ambuj K. Singh
Link Prediction without Graph Neural Networks.
2023
abs/2305.13656
CoRR
https://doi.org/10.48550/arXiv.2305.13656
db/journals/corr/corr2305.html#abs-2305-13656
Mert Kosan
Arlei Silva
Ambuj K. Singh
Robust Ante-hoc Graph Explainer using Bilevel Optimization.
2023
abs/2305.15745
CoRR
https://doi.org/10.48550/arXiv.2305.15745
db/journals/corr/corr2305.html#abs-2305-15745
Rhys Tracy
Haotian Xia
Alex Rasla
Yuan-Fang Wang
Ambuj K. Singh
Graph Encoding and Neural Network Approaches for Volleyball Analytics: From Game Outcome to Individual Play Predictions.
2023
abs/2308.11142
CoRR
https://doi.org/10.48550/arXiv.2308.11142
db/journals/corr/corr2308.html#abs-2308-11142
Mert Kosan
Samidha Verma
Burouj Armgaan
Khushbu Pahwa
Ambuj K. Singh
Sourav Medya
Sayan Ranu
GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth Benchmarking.
2023
abs/2310.01794
CoRR
https://doi.org/10.48550/arXiv.2310.01794
db/journals/corr/corr2310.html#abs-2310-01794
Kha-Dinh Luong
Ambuj K. Singh
Fragment-based Pretraining and Finetuning on Molecular Graphs.
2023
abs/2310.03274
CoRR
https://doi.org/10.48550/arXiv.2310.03274
db/journals/corr/corr2310.html#abs-2310-03274
Zichen Chen
Jianda Chen
Mitali Gaidhani
Ambuj K. Singh
Misha Sra
XplainLLM: A QA Explanation Dataset for Understanding LLM Decision-Making.
2023
abs/2311.08614
CoRR
https://doi.org/10.48550/arXiv.2311.08614
db/journals/corr/corr2311.html#abs-2311-08614
Sean Jaffe
Ambuj K. Singh
Francesco Bullo
IDKM: Memory Efficient Neural Network Quantization via Implicit, Differentiable k-Means.
2023
abs/2312.07759
CoRR
https://doi.org/10.48550/arXiv.2312.07759
db/journals/corr/corr2312.html#abs-2312-07759
Aritra Bhowmick
Mert Kosan
Zexi Huang
Ambuj K. Singh
Sourav Medya
DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization.
2023
abs/2312.12697
CoRR
https://doi.org/10.48550/arXiv.2312.12697
db/journals/corr/corr2312.html#abs-2312-12697
Wei Ye 0001
Omid Askarisichani
Alex T. Jones
Ambuj K. Singh
Learning Deep Graph Representations via Convolutional Neural Networks.
2268-2279
2022
34
IEEE Trans. Knowl. Data Eng.
5
https://doi.org/10.1109/TKDE.2020.3014089
https://www.wikidata.org/entity/Q114933583
db/journals/tkde/tkde34.html#YeAJS22
Sourav Medya
Arlei Silva
Ambuj K. Singh
Approximate Algorithms for Data-Driven Influence Limitation.
2641-2652
2022
34
IEEE Trans. Knowl. Data Eng.
6
https://doi.org/10.1109/TKDE.2020.3016293
db/journals/tkde/tkde34.html#MedyaSS22
Furkan Kocayusufoglu
Arlei Silva
Ambuj K. Singh
FlowGEN: A Generative Model for Flow Graphs.
813-823
2022
KDD
https://doi.org/10.1145/3534678.3539406
conf/kdd/2022
db/conf/kdd/kdd2022.html#KocayusufogluSS22
Sikun Lin
Shuyun Tang
Scott T. Grafton
Ambuj K. Singh
Deep Representations for Time-varying Brain Datasets.
999-1009
2022
KDD
https://doi.org/10.1145/3534678.3539301
conf/kdd/2022
db/conf/kdd/kdd2022.html#LinTGS22
Sikun Lin
Thomas Sprague
Ambuj K. Singh
Mind Reader: Reconstructing complex images from brain activities.
2022
conf/nips/2022
NeurIPS
http://papers.nips.cc/paper_files/paper/2022/hash/bee5125b773414d3d6eeb4334fbc5453-Abstract-Conference.html
db/conf/nips/neurips2022.html#LinSS22
Zexi Huang
Arlei Silva
Ambuj K. Singh
POLE: Polarized Embedding for Signed Networks.
390-400
2022
WSDM
https://doi.org/10.1145/3488560.3498454
conf/wsdm/2022
db/conf/wsdm/wsdm2022.html#HuangSS22
Furkan Kocayusufoglu
Tao Wu
Anima Singh
Georgios Roumpos
Heng-Tze Cheng
Sagar Jain
Ed H. Chi
Ambuj K. Singh
Multi-Resolution Attention for Personalized Item Search.
508-516
2022
WSDM
https://doi.org/10.1145/3488560.3498426
conf/wsdm/2022
db/conf/wsdm/wsdm2022.html#KocayusufogluWS22
Wei Ye 0001
Francesco Bullo
Noah E. Friedkin
Ambuj K. Singh
Modeling Human-AI Team Decision Making.
2022
abs/2201.02759
CoRR
https://arxiv.org/abs/2201.02759
db/journals/corr/corr2201.html#abs-2201-02759
Wei Ye 0001
Zexi Huang
Yunqi Hong
Ambuj K. Singh
Graph Neural Diffusion Networks for Semi-supervised Learning.
2022
abs/2201.09698
CoRR
https://arxiv.org/abs/2201.09698
db/journals/corr/corr2201.html#abs-2201-09698
Wei Ye 0001
Jiayi Yang
Sourav Medya
Ambuj K. Singh
Incorporating Heterophily into Graph Neural Networks for Graph Classification.
2022
abs/2203.07678
CoRR
https://doi.org/10.48550/arXiv.2203.07678
db/journals/corr/corr2203.html#abs-2203-07678
Sikun Lin
Shuyun Tang
Scott T. Grafton
Ambuj K. Singh
Deep Representations for Time-varying Brain Datasets.
2022
abs/2205.11648
CoRR
https://doi.org/10.48550/arXiv.2205.11648
db/journals/corr/corr2205.html#abs-2205-11648
Sikun Lin
Thomas Sprague
Ambuj K. Singh
Mind Reader: Reconstructing complex images from brain activities.
2022
abs/2210.01769
CoRR
https://doi.org/10.48550/arXiv.2210.01769
db/journals/corr/corr2210.html#abs-2210-01769
Mert Kosan
Zexi Huang
Sourav Medya
Sayan Ranu
Ambuj K. Singh
Global Counterfactual Explainer for Graph Neural Networks.
2022
abs/2210.11695
CoRR
https://doi.org/10.48550/arXiv.2210.11695
db/journals/corr/corr2210.html#abs-2210-11695
Wei Ye 0001
Zhen Wang
Rachel Redberg
Ambuj K. Singh
Tree++: Truncated Tree Based Graph Kernels.
1778-1789
2021
33
IEEE Trans. Knowl. Data Eng.
4
https://doi.org/10.1109/TKDE.2019.2946149
db/journals/tkde/tkde33.html#YeWRS21
Wei Ye 0001
Dominik Mautz
Christian Böhm 0001
Ambuj K. Singh
Claudia Plant
Incorporating User's Preference into Attributed Graph Clustering.
3716-3728
2021
33
IEEE Trans. Knowl. Data Eng.
12
https://doi.org/10.1109/TKDE.2020.2976063
db/journals/tkde/tkde33.html#YeMBSP21
Arlei Silva
Ambuj K. Singh
Group Testing on a Network.
4348-4356
2021
AAAI
https://doi.org/10.1609/aaai.v35i5.16560
conf/aaai/2021
db/conf/aaai/aaai2021.html#SilvaS21
Hongyuan You
Sikun Lin
Ambuj K. Singh
Learning Interpretable Models for Coupled Networks Under Domain Constraints.
10727-10736
2021
AAAI
https://doi.org/10.1609/aaai.v35i12.17282
conf/aaai/2021
db/conf/aaai/aaai2021.html#YouLS21
Arlei Lopes da Silva
Furkan Kocayusufoglu
Saber Jafarpour
Francesco Bullo
Ananthram Swami
Ambuj K. Singh
Combining Physics and Machine Learning for Network Flow Estimation.
2021
ICLR
https://openreview.net/forum?id=l0V53bErniB
conf/iclr/2021
db/conf/iclr/iclr2021.html#SilvaKJBSS21
Zexi Huang
Arlei Silva
Ambuj K. Singh
A Broader Picture of Random-walk Based Graph Embedding.
685-695
2021
KDD
https://doi.org/10.1145/3447548.3467300
conf/kdd/2021
db/conf/kdd/kdd2021.html#HuangSS21
Hongyuan You
Sikun Lin
Ambuj K. Singh
Learning Interpretable Models for Coupled Networks Under Domain Constraints.
2021
abs/2104.09069
CoRR
https://arxiv.org/abs/2104.09069
db/journals/corr/corr2104.html#abs-2104-09069
Zexi Huang
Arlei Silva
Ambuj K. Singh
POLE: Polarized Embedding for Signed Networks.
2021
abs/2110.09899
CoRR
https://arxiv.org/abs/2110.09899
db/journals/corr/corr2110.html#abs-2110-09899
Mert Kosan
Arlei Silva
Sourav Medya
Brian Uzzi
Ambuj K. Singh
Event Detection on Dynamic Graphs.
2021
abs/2110.12148
CoRR
https://arxiv.org/abs/2110.12148
db/journals/corr/corr2110.html#abs-2110-12148
Zexi Huang
Arlei Silva
Ambuj K. Singh
A Broader Picture of Random-walk Based Graph Embedding.
2021
abs/2110.12344
CoRR
https://arxiv.org/abs/2110.12344
db/journals/corr/corr2110.html#abs-2110-12344
Sourav Medya
Tianyi Ma
Arlei Silva
Ambuj K. Singh
A Game Theoretic Approach For k-Core Minimization.
1922-1924
2020
AAMAS
https://dl.acm.org/doi/10.5555/3398761.3399028
https://www.ifaamas.org/Proceedings/aamas2020/pdfs/p1922.pdf
conf/atal/2020
db/conf/atal/aamas2020.html#MedyaMSS20
Sourav Medya
Tiyani Ma
Arlei Silva
Ambuj K. Singh
A Game Theoretic Approach For Core Resilience.
3473-3479
2020
IJCAI
https://doi.org/10.24963/ijcai.2020/480
conf/ijcai/2020
db/conf/ijcai/ijcai2020.html#MedyaMSS20
Sahil Manchanda
Akash Mittal
Anuj Dhawan
Sourav Medya
Sayan Ranu
Ambuj K. Singh
GCOMB: Learning Budget-constrained Combinatorial Algorithms over Billion-sized Graphs.
2020
NeurIPS
https://proceedings.neurips.cc/paper/2020/hash/e7532dbeff7ef901f2e70daacb3f452d-Abstract.html
conf/nips/2020
db/conf/nips/neurips2020.html#ManchandaMDMRS20
Hongyuan You
Furkan Kocayusufoglu
Ambuj K. Singh
DANR: Discrepancy-aware Network Regularization.
208-216
2020
SDM
https://doi.org/10.1137/1.9781611976236.24
conf/sdm/2020
db/conf/sdm/sdm2020.html#YouKS20
Wei Ye 0001
Zhen Wang
Rachel Redberg
Ambuj K. Singh
Tree++: Truncated Tree Based Graph Kernels.
2020
abs/2002.09846
CoRR
https://arxiv.org/abs/2002.09846
db/journals/corr/corr2002.html#abs-2002-09846
Wei Ye 0001
Dominik Mautz
Christian Böhm 0001
Ambuj K. Singh
Claudia Plant
Incorporating User's Preference into Attributed Graph Clustering.
2020
abs/2003.11079
CoRR
https://arxiv.org/abs/2003.11079
db/journals/corr/corr2003.html#abs-2003-11079
Wei Ye 0001
Omid Askarisichani
Alex T. Jones
Ambuj K. Singh
DeepMap: Learning Deep Representations for Graph Classification.
2020
abs/2004.02131
CoRR
https://arxiv.org/abs/2004.02131
db/journals/corr/corr2004.html#abs-2004-02131
Omid Askarisichani
Ambuj K. Singh
Francesco Bullo
Noah E. Friedkin
The 1995-2018 Global Evolution of the Network of Amicable and Hostile Relations Among Nation-States.
2020
abs/2005.06245
CoRR
https://arxiv.org/abs/2005.06245
db/journals/corr/corr2005.html#abs-2005-06245
Hongyuan You
Furkan Kocayusufoglu
Ambuj K. Singh
DANR: Discrepancy-aware Network Regularization.
2020
abs/2006.00409
CoRR
https://arxiv.org/abs/2006.00409
db/journals/corr/corr2006.html#abs-2006-00409
Omid Askarisichani
Elizabeth Y. Huang
Kekoa S. Sato
Noah E. Friedkin
Francesco Bullo
Ambuj K. Singh
Expertise and confidence explain how social influence evolves along intellective tasks.
2020
abs/2011.07168
CoRR
https://arxiv.org/abs/2011.07168
db/journals/corr/corr2011.html#abs-2011-07168
Victor Amelkin
Petko Bogdanov
Ambuj K. Singh
A Distance Measure for the Analysis of Polar Opinion Dynamics in Social Networks.
38:1-38:34
2019
13
ACM Trans. Knowl. Discov. Data
4
https://doi.org/10.1145/3332168
db/journals/tkdd/tkdd13.html#AmelkinBS19
Thomas Schibler
Ambuj K. Singh
Subhash Suri
On Multi-Dimensional Team Formation.
146-152
2019
CCCG
conf/cccg/2019
db/conf/cccg/cccg2019.html#SchiblerSS19
Victor Amelkin
Ambuj K. Singh
Fighting Opinion Control in Social Networks via Link Recommendation.
677-685
2019
KDD
https://doi.org/10.1145/3292500.3330960
conf/kdd/2019
db/conf/kdd/kdd2019.html#AmelkinS19
Sourav Medya
Arlei Silva
Ambuj K. Singh
Influence Minimization Under Budget and Matroid Constraints: Extended Version.
2019
abs/1901.02156
CoRR
http://arxiv.org/abs/1901.02156
db/journals/corr/corr1901.html#abs-1901-02156
Sourav Medya
Tiyani Ma
Arlei Silva
Ambuj K. Singh
K-Core Minimization: A Game Theoretic Approach.
2019
abs/1901.02166
CoRR
http://arxiv.org/abs/1901.02166
db/journals/corr/corr1901.html#abs-1901-02166
Sahil Manchanda
Akash Mittal
Anuj Dhawan
Sourav Medya
Sayan Ranu
Ambuj K. Singh
Learning Heuristics over Large Graphs via Deep Reinforcement Learning.
2019
abs/1903.03332
CoRR
http://arxiv.org/abs/1903.03332
db/journals/corr/corr1903.html#abs-1903-03332
Haraldur Tómas Hallgrímsson
Richika Sharan
Scott T. Grafton
Ambuj K. Singh
Estimating localized complexity of white-matter wiring with GANs.
2019
abs/1910.04868
CoRR
http://arxiv.org/abs/1910.04868
db/journals/corr/corr1910.html#abs-1910-04868
Haraldur Tómas Hallgrímsson
Matthew Cieslak
Luca Foschini 0002
Scott T. Grafton
Ambuj K. Singh
Spatial coherence of oriented white matter microstructure: Applications to white matter regions associated with genetic similarity.
390-403
2018
172
NeuroImage
https://doi.org/10.1016/j.neuroimage.2018.01.050
https://www.wikidata.org/entity/Q50150058
db/journals/neuroimage/neuroimage172.html#HallgrimssonCFG18
Sourav Medya
Jithin Vachery
Sayan Ranu
Ambuj K. Singh
Noticeable Network Delay Minimization via Node Upgrades.
988-1001
2018
11
Proc. VLDB Endow.
9
http://www.vldb.org/pvldb/vol11/p988-medya.pdf
https://doi.org/10.14778/3213880.3213889
db/journals/pvldb/pvldb11.html#MedyaVRS18
Sourav Medya
Petko Bogdanov
Ambuj K. Singh
Making a Small World Smaller: Path Optimization in Networks.
1533-1546
2018
30
IEEE Trans. Knowl. Data Eng.
8
https://doi.org/10.1109/TKDE.2018.2792470
http://doi.ieeecomputersociety.org/10.1109/TKDE.2018.2792470
db/journals/tkde/tkde30.html#MedyaBS18
Xuan-Hong Dang
Omid Askarisichani
Ambuj K. Singh
Learning Multiclassifiers with Predictive Features that Vary with Data Distribution.
673-682
2018
IEEE BigData
https://doi.org/10.1109/BigData.2018.8622407
conf/bigdataconf/2018
db/conf/bigdataconf/bigdataconf2018.html#DangAS18
Furkan Kocayusufoglu
Minh X. Hoang
Ambuj K. Singh
Summarizing Network Processes with Network-Constrained Boolean Matrix Factorization.
237-246
2018
ICDM
https://doi.org/10.1109/ICDM.2018.00039
conf/icdm/2018
db/conf/icdm/icdm2018.html#KocayusufogluHS18
Sourav Medya
Arlei Silva
Ambuj K. Singh
Prithwish Basu
Ananthram Swami
Group Centrality Maximization via Network Design.
126-134
2018
SDM
https://doi.org/10.1137/1.9781611975321.14
conf/sdm/2018
db/conf/sdm/sdm2018.html#MedyaSSBS18
Arlei Silva
Ambuj K. Singh
Ananthram Swami
Spectral Algorithms for Temporal Graph Cuts.
519-528
2018
WWW
https://doi.org/10.1145/3178876.3186118
conf/www/2018
db/conf/www/www2018.html#SilvaSS18
Haraldur Tómas Hallgrímsson
Matthew Cieslak
Luca Foschini 0002
Scott T. Grafton
Ambuj K. Singh
Spatial Coherence of Oriented White Matter Microstructure: Applications to White Matter Regions Associated with Genetic Similarity.
2018
abs/1802.05342
CoRR
http://arxiv.org/abs/1802.05342
db/journals/corr/corr1802.html#abs-1802-05342
Ertugrul Necdet Ciftcioglu
Siddharth Pal
Kevin S. Chan
Derya H. Cansever
Ananthram Swami
Ambuj K. Singh
Prithwish Basu
Topology Design Games and Dynamics in Adversarial Environments.
628-642
2017
35
IEEE J. Sel. Areas Commun.
3
https://doi.org/10.1109/JSAC.2017.2659582
db/journals/jsac/jsac35.html#CiftciogluPCCSS17
Victor Amelkin
Francesco Bullo
Ambuj K. Singh
Polar Opinion Dynamics in Social Networks.
5650-5665
2017
62
IEEE Trans. Autom. Control.
11
https://doi.org/10.1109/TAC.2017.2694341
db/journals/tac/tac62.html#AmelkinBS17
Alex T. Jones
Noah E. Friedkin
Ambuj K. Singh
Modeling the Co-evolution of Committee Formation and Awareness Networks in Organizations.
881-894
2017
COMPLEX NETWORKS
https://doi.org/10.1007/978-3-319-72150-7_71
conf/complexnetworks/2017
db/conf/complexnetworks/complexnetworks2017.html#JonesFS17
Victor Amelkin
Petko Bogdanov
Ambuj K. Singh
A Distance Measure for the Analysis of Polar Opinion Dynamics in Social Networks.
159-162
2017
ICDE
https://doi.org/10.1109/ICDE.2017.64
https://doi.ieeecomputersociety.org/10.1109/ICDE.2017.64
conf/icde/2017
db/conf/icde/icde2017.html#AmelkinBS17
Sourav Medya
Ludmila Cherkasova
Ambuj K. Singh
Predictive modeling and scalability analysis for large graph analytics.
63-71
2017
IM
https://doi.org/10.23919/INM.2017.7987265
conf/im/2017
db/conf/im/im2017.html#MedyaCS17
Xuan-Hong Dang
Hongyuan You
Ambuj K. Singh
Scott T. Grafton
Subnetwork Mining with Spatial and Temporal Smoothness.
354-362
2017
SDM
https://doi.org/10.1137/1.9781611974973.40
conf/sdm/2017
db/conf/sdm/sdm2017.html#DangYSG17
Minh X. Hoang
Xuan-Hong Dang
Xiang Wu
Zhenyu Yan 0001
Ambuj K. Singh
GPOP: Scalable Group-level Popularity Prediction for Online Content in Social Networks.
725-733
2017
WWW
https://doi.org/10.1145/3038912.3052626
conf/www/2017
db/conf/www/www2017.html#HoangDWYS17
Sourav Medya
Arlei Silva
Ambuj K. Singh
Prithwish Basu
Ananthram Swami
Maximizing Coverage Centrality via Network Design: Extended Version.
2017
abs/1702.04082
CoRR
http://arxiv.org/abs/1702.04082
db/journals/corr/corr1702.html#MedyaSSBS17
Arlei Silva
Ambuj K. Singh
Ananthram Swami
Spectral Algorithms for Temporal Graph Cuts.
2017
abs/1702.04746
CoRR
http://arxiv.org/abs/1702.04746
db/journals/corr/corr1702.html#SilvaSS17
Victor Amelkin
Ambuj K. Singh
Disabling External Influence in Social Networks via Edge Recommendation.
2017
abs/1709.08139
CoRR
http://arxiv.org/abs/1709.08139
db/journals/corr/corr1709.html#abs-1709-08139
Vishwakarma Singh
Bo Zong
Ambuj K. Singh
Nearest Keyword Set Search in Multi-Dimensional Datasets.
741-755
2016
28
IEEE Trans. Knowl. Data Eng.
3
https://doi.org/10.1109/TKDE.2015.2492549
http://doi.ieeecomputersociety.org/10.1109/TKDE.2015.2492549
db/journals/tkde/tkde28.html#SinghZS16
Minh X. Hoang
Yu Zheng 0004
Ambuj K. Singh
FCCF: forecasting citywide crowd flows based on big data.
6:1-6:10
2016
SIGSPATIAL/GIS
https://doi.org/10.1145/2996913.2996934
conf/gis/2016
db/conf/gis/gis2016.html#HoangZS16
Xuan-Hong Dang
Arlei Silva
Ambuj K. Singh
Ananthram Swami
Prithwish Basu
Outlier Detection from Network Data with Subnetwork Interpretation.
847-852
2016
ICDM
https://doi.org/10.1109/ICDM.2016.0101
https://doi.ieeecomputersociety.org/10.1109/ICDM.2016.0101
conf/icdm/2016
db/conf/icdm/icdm2016.html#DangSSSB16
Sourav Medya
Petko Bogdanov
Ambuj K. Singh
Towards Scalable Network Delay Minimization.
1083-1088
2016
ICDM
https://doi.org/10.1109/ICDM.2016.0140
https://doi.ieeecomputersociety.org/10.1109/ICDM.2016.0140
conf/icdm/2016
db/conf/icdm/icdm2016.html#MedyaBS16
Arlei Silva
Xuan-Hong Dang
Prithwish Basu
Ambuj K. Singh
Ananthram Swami
Graph Wavelets via Sparse Cuts.
1175-1184
2016
KDD
https://doi.org/10.1145/2939672.2939777
conf/kdd/2016
db/conf/kdd/kdd2016.html#SilvaDBSS16
Ertugrul N. Ciftcioglu
Siddharth Pal
Kevin S. Chan
Derya H. Cansever
Ananthram Swami
Ambuj K. Singh
Prithwish Basu
Topology design under adversarial dynamics.
274-281
2016
WiOpt
https://doi.org/10.1109/WIOPT.2016.7492932
conf/wiopt/2016
db/conf/wiopt/wiopt2016.html#CiftciogluPCCSS16
Arlei Silva
Ramya Raghavendra
Mudhakar Srivatsa
Ambuj K. Singh
Prediction-based Online Trajectory Compression.
2016
abs/1601.06316
CoRR
http://arxiv.org/abs/1601.06316
db/journals/corr/corr1601.html#SilvaRSS16
Arlei Silva
Xuan-Hong Dang
Prithwish Basu
Ambuj K. Singh
Ananthram Swami
Graph Wavelets via Sparse Cuts.
2016
abs/1602.03320
CoRR
http://arxiv.org/abs/1602.03320
db/journals/corr/corr1602.html#SilvaDBSS16
Sourav Medya
Petko Bogdanov
Ambuj K. Singh
Towards Scalable Network Delay Minimization.
2016
abs/1609.08228
CoRR
http://arxiv.org/abs/1609.08228
db/journals/corr/corr1609.html#MedyaBS16
Xuan-Hong Dang
Arlei Silva
Ambuj K. Singh
Ananthram Swami
Prithwish Basu
Outlier Detection from Network Data with Subnetwork Interpretation.
2016
abs/1610.00054
CoRR
http://arxiv.org/abs/1610.00054
db/journals/corr/corr1610.html#DangSSSB16
Bo Zong
Xusheng Xiao
Zhichun Li
Zhenyu Wu
Zhiyun Qian
Xifeng Yan
Ambuj K. Singh
Guofei Jiang
Behavior Query Discovery in System-Generated Temporal Graphs.
240-251
2015
9
Proc. VLDB Endow.
4
http://www.vldb.org/pvldb/vol9/p240-zong.pdf
https://doi.org/10.14778/2856318.2856320
db/journals/pvldb/pvldb9.html#ZongXLWQYSJ15
Arlei Silva
Petko Bogdanov
Ambuj K. Singh
Hierarchical in-network attribute compression via importance sampling.
951-962
2015
ICDE
https://doi.org/10.1109/ICDE.2015.7113347
https://doi.ieeecomputersociety.org/10.1109/ICDE.2015.7113347
conf/icde/2015
db/conf/icde/icde2015.html#SilvaBS15
Xuan-Hong Dang
Hongyuan You
Petko Bogdanov
Ambuj K. Singh
Learning Predictive Substructures with Regularization for Network Data.
81-90
2015
ICDM
https://doi.org/10.1109/ICDM.2015.56
https://doi.ieeecomputersociety.org/10.1109/ICDM.2015.56
conf/icdm/2015
db/conf/icdm/icdm2015.html#DangYBS15
Bruno Ribeiro 0001
Minh X. Hoang
Ambuj K. Singh
Beyond Models: Forecasting Complex Network Processes Directly from Data.
885-895
2015
WWW
https://doi.org/10.1145/2736277.2741677
conf/www/2015
db/conf/www/www2015.html#RibeiroHS15
Victor Amelkin
Ambuj K. Singh
Petko Bogdanov
A Distance Measure for the Analysis of Polar Opinion Dynamics in Social Networks.
2015
abs/1510.05058
CoRR
http://arxiv.org/abs/1510.05058
db/journals/corr/corr1510.html#AmelkinSB15
Bo Zong
Xusheng Xiao
Zhichun Li
Zhenyu Wu
Zhiyun Qian
Xifeng Yan
Ambuj K. Singh
Guofei Jiang
Behavior Query Discovery in System-Generated Temporal Graphs.
2015
abs/1511.05911
CoRR
http://arxiv.org/abs/1511.05911
db/journals/corr/corr1511.html#ZongXLWQYSJ15
Xuan-Hong Dang
Ambuj K. Singh
Petko Bogdanov
Hongyuan You
Bayyuan Hsu
Discriminative Subnetworks with Regularized Spectral Learning for Global-state Network Data.
2015
abs/1512.06173
CoRR
http://arxiv.org/abs/1512.06173
db/journals/corr/corr1512.html#DangSBYH15
Petko Bogdanov
Michael Busch
Jeff Moehlis
Ambuj K. Singh
Boleslaw K. Szymanski
Modeling individual topic-specific behavior and influence backbone networks in social media.
2014
4
Soc. Netw. Anal. Min.
1
https://doi.org/10.1007/s13278-014-0204-6
db/journals/snam/snam4.html#BogdanovBMSS14
204
Bo Zong
Ramya Raghavendra
Mudhakar Srivatsa
Xifeng Yan
Ambuj K. Singh
Kang-Won Lee
Cloud service placement via subgraph matching.
832-843
2014
ICDE
https://doi.org/10.1109/ICDE.2014.6816704
https://doi.ieeecomputersociety.org/10.1109/ICDE.2014.6816704
conf/icde/2014
db/conf/icde/icde2014.html#ZongRSYSL14
Minh X. Hoang
Ram Ramanathan
Ambuj K. Singh
Structure and evolution of missed collaborations in large networks.
849-854
2014
INFOCOM Workshops
https://doi.org/10.1109/INFCOMW.2014.6849341
conf/infocom/2014w
db/conf/infocom/infocom2014w.html#HoangRS14
Bo Zong
Yinghui Wu
Jie Song
Ambuj K. Singh
Hasan Çam
Jiawei Han 0001
Xifeng Yan
Towards scalable critical alert mining.
1057-1066
2014
KDD
https://doi.org/10.1145/2623330.2623729
conf/kdd/2014
db/conf/kdd/kdd2014.html#ZongWSSCHY14
Dong-Anh Nguyen
Tarek F. Abdelzaher
Steven A. Borbash
Xuan-Hong Dang
Raghu K. Ganti
Ambuj K. Singh
Mudhakar Srivatsa
On Critical Event Observability Using Social Networks: A Disaster Monitoring Perspective.
1633-1638
2014
MILCOM
https://doi.org/10.1109/MILCOM.2014.268
conf/milcom/2014
db/conf/milcom/milcom2014.html#NguyenABDGSS14
Xuan-Hong Dang
Ambuj K. Singh
Petko Bogdanov
Hongyuan You
Bayyuan Hsu
Discriminative Subnetworks with Regularized Spectral Learning for Global-State Network Data.
290-306
2014
ECML/PKDD (1)
https://doi.org/10.1007/978-3-662-44848-9_19
conf/pkdd/2014-1
db/conf/pkdd/pkdd2014-1.html#DangSBYH14
Sayan Ranu
Minh X. Hoang
Ambuj K. Singh
Applications of Top-k Representative Queries.
40:1-40:2
2014
SWIM
https://doi.org/10.1145/2630602.2630609
conf/sigmod/2014swim
db/conf/sigmod/swim2014.html#RanuHS14a
Sayan Ranu
Minh X. Hoang
Ambuj K. Singh
Answering top-k representative queries on graph databases.
1163-1174
2014
SIGMOD Conference
https://doi.org/10.1145/2588555.2610524
conf/sigmod/2014
db/conf/sigmod/sigmod2014.html#RanuHS14
Vishwakarma Singh
Ambuj K. Singh
Nearest Keyword Set Search in Multi-dimensional Datasets.
2014
abs/1409.3867
CoRR
http://arxiv.org/abs/1409.3867
db/journals/corr/corr1409.html#SinghS14a
Brian E. Ruttenberg
Gabriel Luna
Geoffrey P. Lewis
Steven K. Fisher
Ambuj K. Singh
Quantifying spatial relationships from whole retinal images.
940-946
2013
29
Bioinform.
7
https://doi.org/10.1093/bioinformatics/btt052
https://www.wikidata.org/entity/Q46311155
db/journals/bioinformatics/bioinformatics29.html#RuttenbergLLFS13
Jian Wu
Ziyu Guan
Qing Zhang
Ambuj K. Singh
Xifeng Yan
Static and Dynamic Structural Correlations in Graphs.
2147-2160
2013
25
IEEE Trans. Knowl. Data Eng.
9
https://doi.org/10.1109/TKDE.2012.133
http://doi.ieeecomputersociety.org/10.1109/TKDE.2012.133
https://www.wikidata.org/entity/Q56925345
db/journals/tkde/tkde25.html#WuGZSY13
Petko Bogdanov
Michael Busch
Jeff Moehlis
Ambuj K. Singh
Boleslaw K. Szymanski
The social media genome: modeling individual topic-specific behavior in social media.
236-242
2013
ASONAM
https://doi.org/10.1145/2492517.2492621
https://www.wikidata.org/entity/Q57000713
conf/asunam/2013
db/conf/asunam/asonam2013.html#BogdanovBMSS13
Kathy Macropol
Petko Bogdanov
Ambuj K. Singh
Linda R. Petzold
Xifeng Yan
I act, therefore I judge: network sentiment dynamics based on user activity change.
396-402
2013
ASONAM
https://doi.org/10.1145/2492517.2492623
conf/asunam/2013
db/conf/asunam/asonam2013.html#MacropolBSPY13
Petko Bogdanov
Ambuj K. Singh
Accurate and scalable nearest neighbors in large networks based on effective importance.
1009-1018
2013
CIKM
https://doi.org/10.1145/2505515.2505522
conf/cikm/2013
db/conf/cikm/cikm2013.html#BogdanovS13
Nicholas D. Larusso
Ambuj K. Singh
Efficient tracking and querying for coordinated uncertain mobile objects.
182-193
2013
ICDE
https://doi.org/10.1109/ICDE.2013.6544824
https://doi.ieeecomputersociety.org/10.1109/ICDE.2013.6544824
conf/icde/2013
db/conf/icde/icde2013.html#LarussoS13
Misael Mongiovì
Petko Bogdanov
Ambuj K. Singh
Mining Evolving Network Processes.
537-546
2013
ICDM
https://doi.org/10.1109/ICDM.2013.106
https://doi.ieeecomputersociety.org/10.1109/ICDM.2013.106
conf/icdm/2013
db/conf/icdm/icdm2013.html#MongioviBS13
Sayan Ranu
Minh X. Hoang
Ambuj K. Singh
Mining discriminative subgraphs from global-state networks.
509-517
2013
KDD
https://doi.org/10.1145/2487575.2487692
conf/kdd/2013
db/conf/kdd/kdd2013.html#RanuHS13
Petko Bogdanov
Ben Baumer
Prithwish Basu
Amotz Bar-Noy
Ambuj K. Singh
As Strong as the Weakest Link: Mining Diverse Cliques in Weighted Graphs.
525-540
2013
ECML/PKDD (1)
https://doi.org/10.1007/978-3-642-40988-2_34
conf/pkdd/2013-1
db/conf/pkdd/pkdd2013-1.html#BogdanovBBBS13
Petko Bogdanov
Christos Faloutsos
Misael Mongiovì
Evangelos E. Papalexakis
Razvan Ranca
Ambuj K. Singh
NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks.
28-36
2013
SDM
https://doi.org/10.1137/1.9781611972832.4
https://www.wikidata.org/entity/Q59551269
conf/sdm/2013
db/conf/sdm/sdm2013.html#BogdanovFMPRS13
Nicholas D. Larusso
Ambuj K. Singh
Sensing for Mobile Objects.
299-348
2013
Managing and Mining Sensor Data
https://doi.org/10.1007/978-1-4614-6309-2_10
books/sp/mmsd2013
db/books/collections/mmsd2013.html#LarussoS13
Petko Bogdanov
Michael Busch
Jeff Moehlis
Ambuj K. Singh
Boleslaw K. Szymanski
The Social Media Genome: Modeling Individual Topic-Specific Behavior in Social Media.
2013
CoRR
http://arxiv.org/abs/1307.0309
abs/1307.0309
db/journals/corr/corr1307.html#BogdanovBMSS13
Kristian Kvilekval
Dmitry V. Fedorov
Utkarsh Gaur
Steve Goff
Nirav C. Merchant
B. S. Manjunath
Ambuj K. Singh
Bisque: Advances in Bioimage Databases.
56-64
2012
35
IEEE Data Eng. Bull.
3
http://sites.computer.org/debull/A12sept/bisque.pdf
db/journals/debu/debu35.html#KvilekvalFGGMMS12
Vishwakarma Singh
Ambuj K. Singh
SIMP: accurate and efficient near neighbor search in high dimensional spaces.
492-503
2012
EDBT
https://doi.org/10.1145/2247596.2247654
conf/edbt/2012
db/conf/edbt/edbt2012.html#SinghS12
Sayan Ranu
Ambuj K. Singh
Indexing and mining topological patterns for drug discovery.
562-565
2012
EDBT
https://doi.org/10.1145/2247596.2247666
conf/edbt/2012
db/conf/edbt/edbt2012.html#RanuS12
Bo Zong
Yinghui Wu
Ambuj K. Singh
Xifeng Yan
Inferring the Underlying Structure of Information Cascades.
1218-1223
2012
ICDM
https://doi.org/10.1109/ICDM.2012.100
https://doi.ieeecomputersociety.org/10.1109/ICDM.2012.100
conf/icdm/2012
db/conf/icdm/icdm2012.html#ZongWSY12
Misael Mongiovì
Ambuj K. Singh
Xifeng Yan
Bo Zong
Konstantinos Psounis
Efficient multicasting for delay tolerant networks using graph indexing.
1386-1394
2012
INFOCOM
https://doi.org/10.1109/INFCOM.2012.6195503
conf/infocom/2012
db/conf/infocom/infocom2012.html#MongioviSYZP12
Ambuj K. Singh
Modeling Complex Diseases Using Discriminative Network Fragments - (Invited Keynote Talk).
249
2012
ISBRA
https://doi.org/10.1007/978-3-642-30191-9_23
conf/isbra/2012
db/conf/isbra/isbra2012.html#Singh12
Kathy Macropol
Ambuj K. Singh
Reachability Analysis and Modeling of Dynamic Event Networks.
442-457
2012
ECML/PKDD (1)
https://doi.org/10.1007/978-3-642-33460-3_34
conf/pkdd/2012-1
db/conf/pkdd/pkdd2012-1.html#MacropolS12
Misael Mongiovì
Petko Bogdanov
Razvan Ranca
Ambuj K. Singh
Evangelos E. Papalexakis
Christos Faloutsos
SigSpot: mining significant anomalous regions from time-evolving networks (abstract only).
865
2012
SIGMOD Conference
https://doi.org/10.1145/2213836.2213974
https://www.wikidata.org/entity/Q59551362
conf/sigmod/2012
db/conf/sigmod/sigmod2012.html#MongioviBRSPF12
Bo Zong
Yinghui Wu
Ambuj K. Singh
Xifeng Yan
Inferring the Underlying Structure of Information Cascades
http://arxiv.org/abs/1210.3587
2012
CoRR
abs/1210.3587
db/journals/corr/corr1210.html#abs-1210-3587
Nicholas D. Larusso
Brian E. Ruttenberg
Ambuj K. Singh
A Latent Parameter Node-Centric Model for Spatial Networks
http://arxiv.org/abs/1210.4246
2012
CoRR
abs/1210.4246
db/journals/corr/corr1210.html#abs-1210-4246
Kyle C. Chipman
Ambuj K. Singh
Using Stochastic Causal Trees to Augment Bayesian Networks for Modeling eQTL Datasets.
7
2011
12
BMC Bioinform.
https://doi.org/10.1186/1471-2105-12-7
https://www.wikidata.org/entity/Q33787492
db/journals/bmcbi/bmcbi12.html#ChipmanS11
Sayan Ranu
Ambuj K. Singh
Novel Method for Pharmacophore Analysis by Examining the Joint Pharmacophore Space.
1106-1121
2011
51
J. Chem. Inf. Model.
5
https://doi.org/10.1021/ci100503y
https://www.wikidata.org/entity/Q39559444
db/journals/jcisd/jcisd51.html#RanuS11
Sayan Ranu
Ambuj K. Singh
Answering Top-k Queries Over a Mixture of Attractive and Repulsive Dimensions.
169-180
2011
5
Proc. VLDB Endow.
3
http://www.vldb.org/pvldb/vol5/p169_sayanranu_vldb2012.pdf
https://doi.org/10.14778/2078331.2078333
db/journals/pvldb/pvldb5.html#RanuS11
Brian E. Ruttenberg
Ambuj K. Singh
Indexing the Earth Mover's Distance Using Normal Distributions.
205-216
2011
5
Proc. VLDB Endow.
3
http://www.vldb.org/pvldb/vol5/p205_brianeruttenberg_vldb2012.pdf
https://doi.org/10.14778/2078331.2078336
db/journals/pvldb/pvldb5.html#RuttenbergS11
Kathy Macropol
Ambuj K. Singh
Content-based Modeling and Prediction of Information Dissemination.
21-28
2011
ASONAM
https://doi.org/10.1109/ASONAM.2011.61
https://doi.ieeecomputersociety.org/10.1109/ASONAM.2011.61
conf/asunam/2011
db/conf/asunam/asonam2011.html#MacropolS11
Nicholas D. Larusso
Ambuj K. Singh
Synopses for probabilistic data over large domains.
389-400
2011
EDBT
https://doi.org/10.1145/1951365.1951412
conf/edbt/2011
db/conf/edbt/edbt2011.html#LarussoS11
Petko Bogdanov
Misael Mongiovì
Ambuj K. Singh
Mining Heavy Subgraphs in Time-Evolving Networks.
81-90
2011
ICDM
https://doi.org/10.1109/ICDM.2011.101
https://doi.ieeecomputersociety.org/10.1109/ICDM.2011.101
https://www.wikidata.org/entity/Q110612341
conf/icdm/2011
db/conf/icdm/icdm2011.html#BogdanovMS11
Ziyu Guan
Jian Wu
Qing Zhang
Ambuj K. Singh
Xifeng Yan
Assessing and ranking structural correlations in graphs.
937-948
2011
SIGMOD Conference
https://doi.org/10.1145/1989323.1989421
conf/sigmod/2011
db/conf/sigmod/sigmod2011.html#GuanWZSY11
Roman Vitenberg
Dmitry Zinenko
Kristian Kvilekval
Ambuj K. Singh
Analyzing Performance of Lease-Based Schemes under Failures.
193-202
2011
SRDS
https://doi.org/10.1109/SRDS.2011.31
https://doi.ieeecomputersociety.org/10.1109/SRDS.2011.31
conf/srds/2011
db/conf/srds/srds2011.html#VitenbergZKS11
Sayan Ranu
Ambuj K. Singh
Answering Top-k Queries Over a Mixture of Attractive and Repulsive Dimensions
http://arxiv.org/abs/1111.7165
2011
CoRR
abs/1111.7165
db/journals/corr/corr1111.html#abs-1111-7165
Brian E. Ruttenberg
Ambuj K. Singh
Indexing the Earth Mover's Distance Using Normal Distributions
http://arxiv.org/abs/1111.7168
2011
CoRR
abs/1111.7168
db/journals/corr/corr1111.html#abs-1111-7168
Kristian Kvilekval
Dmitry V. Fedorov
Boguslaw Obara
Ambuj K. Singh
B. S. Manjunath
Bisque: a platform for bioimage analysis and management.
544-552
2010
26
Bioinform.
4
https://doi.org/10.1093/bioinformatics/btp699
https://www.wikidata.org/entity/Q39912887
db/journals/bioinformatics/bioinformatics26.html#KvilekvalFOSM10
Kathy Macropol
Ambuj K. Singh
Scalable Discovery of Best Clusters on Large Graphs.
693-702
2010
3
Proc. VLDB Endow.
1
http://www.vldb.org/pvldb/vldb2010/pvldb_vol3/R62.pdf
https://doi.org/10.14778/1920841.1920930
db/journals/pvldb/pvldb3.html#MacropolS10
Petko Bogdanov
Ambuj K. Singh
Molecular Function Prediction Using Neighborhood Features.
208-217
2010
7
IEEE ACM Trans. Comput. Biol. Bioinform.
2
https://doi.org/10.1109/TCBB.2009.81
https://doi.ieeecomputersociety.org/10.1109/TCBB.2009.81
https://dl.acm.org/doi/10.1109/TCBB.2009.81
https://www.wikidata.org/entity/Q46130354
db/journals/tcbb/tcbb7.html#BogdanovS10
Anindya Sarkar
Vishwakarma Singh
Pratim Ghosh
Bangalore S. Manjunath
Ambuj K. Singh
Efficient and Robust Detection of Duplicate Videos in a Large Database.
870-885
2010
20
IEEE Trans. Circuits Syst. Video Technol.
6
https://doi.org/10.1109/TCSVT.2010.2046056
db/journals/tcsv/tcsv20.html#SarkarSGMS10
Vishwakarma Singh
Arnab Bhattacharya 0001
Ambuj K. Singh
Querying spatial patterns.
418-429
2010
EDBT
https://doi.org/10.1145/1739041.1739092
conf/edbt/2010
db/conf/edbt/edbt2010.html#SinghBS10
Vishwakarma Singh
Sharath Venkatesha
Ambuj K. Singh
Geo-clustering of Images with Missing GeoTags.
420-425
2010
GrC
https://doi.org/10.1109/GrC.2010.76
https://doi.ieeecomputersociety.org/10.1109/GrC.2010.76
conf/grc/2010
db/conf/grc/grc2010.html#SinghVS10
Petko Bogdanov
Nicholas D. Larusso
Ambuj K. Singh
Towards Community Discovery in Signed Collaborative Interaction Networks.
288-295
2010
ICDM Workshops
https://doi.org/10.1109/ICDMW.2010.174
https://doi.ieeecomputersociety.org/10.1109/ICDMW.2010.174
https://www.wikidata.org/entity/Q66711475
conf/icdm/2010w
db/conf/icdm/icdmw2010.html#BogdanovLS10
Arnab Bhattacharya 0001
Abhishek Bhowmick 0001
Ambuj K. Singh
Finding Top-k Similar Pairs of Objects Annotated with Terms from an Ontology.
214-232
2010
SSDBM
https://doi.org/10.1007/978-3-642-13818-8_17
conf/ssdbm/2010
db/conf/ssdbm/ssdbm2010.html#BhattacharyaBS10
Huahai He
Ambuj K. Singh
Query Language and Access Methods for Graph Databases.
125-160
2010
Managing and Mining Graph Data
https://doi.org/10.1007/978-1-4419-6045-0_4
series/ads/2010-40
db/series/ads/ads40.html#HeS10
Arnab Bhattacharya 0001
Abhishek Bhowmick 0001
Ambuj K. Singh
Finding top-k similar pairs of objects annotated with terms from an ontology
http://arxiv.org/abs/1001.2625
2010
CoRR
abs/1001.2625
db/journals/corr/corr1001.html#abs-1001-2625
Vishwakarma Singh
Ambuj K. Singh
Profile Based Sub-Image Search in Image Databases
http://arxiv.org/abs/1010.1496
2010
CoRR
abs/1010.1496
db/journals/corr/corr1010.html#abs-1010-1496
Orhan Çamoglu
Tolga Can
Ambuj K. Singh
Accurate and Scalable Techniques for the Complex/Pathway Membership Problem in Protein Networks.
2009
2009
Adv. Bioinformatics
https://doi.org/10.1155/2009/787128
https://www.wikidata.org/entity/Q39205913
db/journals/abi/abi2009.html#CamogluCS09
787128:1-787128:9
Kyle C. Chipman
Ambuj K. Singh
Predicting genetic interactions with random walks on biological networks.
2009
10
BMC Bioinform.
https://doi.org/10.1186/1471-2105-10-17
https://www.wikidata.org/entity/Q33399290
db/journals/bmcbi/bmcbi10.html#ChipmanS09
Kathy Macropol
Tolga Can
Ambuj K. Singh
RRW: repeated random walks on genome-scale protein networks for local cluster discovery.
283
2009
10
BMC Bioinform.
https://doi.org/10.1186/1471-2105-10-283
https://www.wikidata.org/entity/Q33501387
db/journals/bmcbi/bmcbi10.html#MacropolCS09
Sayan Ranu
Ambuj K. Singh
Mining Statistically Significant Molecular Substructures for Efficient Molecular Classification.
2537-2550
2009
49
J. Chem. Inf. Model.
11
https://doi.org/10.1021/ci900035z
https://www.wikidata.org/entity/Q30903532
db/journals/jcisd/jcisd49.html#RanuS09
Ahmet Bulut
Nick Koudas
Anand Meka
Ambuj K. Singh
Divesh Srivastava
Optimization Techniques for Reactive Network Monitoring.
1343-1357
2009
21
IEEE Trans. Knowl. Data Eng.
9
https://doi.org/10.1109/TKDE.2008.203
http://doi.ieeecomputersociety.org/10.1109/TKDE.2008.203
db/journals/tkde/tkde21.html#BulutKMSS09
Sayan Ranu
Ambuj K. Singh
GraphSig: A Scalable Approach to Mining Significant Subgraphs in Large Graph Databases.
844-855
2009
ICDE
https://doi.org/10.1109/ICDE.2009.133
https://doi.ieeecomputersociety.org/10.1109/ICDE.2009.133
conf/icde/2009
db/conf/icde/icde2009.html#RanuS09
Vishwakarma Singh
Arnab Bhattacharya 0001
Ambuj K. Singh
Finding Significant Subregions in Large Image Databases
http://arxiv.org/abs/0906.3585
2009
CoRR
abs/0906.3585
db/journals/corr/corr0906.html#abs-0906-3585
Arnab Bhattacharya 0001
Sasha Levy
Adria LeBoeuf
Michelle Gaylord
Leslie Wilson
Ambuj K. Singh
Stuart C. Feinstein
A general modeling and visualization tool for comparing different members of a group: application to studying tau-mediated regulation of microtubule dynamics.
2008
9
BMC Bioinform.
https://doi.org/10.1186/1471-2105-9-339
https://www.wikidata.org/entity/Q30483440
db/journals/bmcbi/bmcbi9.html#BhattacharyaLLGWSF08
Vebjorn Ljosa
Ambuj K. Singh
Top-k Spatial Joins of Probabilistic Objects.
566-575
2008
ICDE
https://doi.org/10.1109/ICDE.2008.4497465
https://doi.ieeecomputersociety.org/10.1109/ICDE.2008.4497465
conf/icde/2008
db/conf/icde/icde2008.html#LjosaS08
Huahai He
Ambuj K. Singh
Graphs-at-a-time: query language and access methods for graph databases.
405-418
2008
SIGMOD Conference
https://doi.org/10.1145/1376616.1376660
conf/sigmod/2008
db/conf/sigmod/sigmod2008.html#HeS08
Vishwakarma Singh
Arnab Bhattacharya 0001
Ambuj K. Singh
Efficient Computation of Statistical Significance of Query Results in Databases.
509-516
2008
SSDBM
https://doi.org/10.1007/978-3-540-69497-7_32
conf/ssdbm/2008
db/conf/ssdbm/ssdbm2008.html#SinghBS08
Vebjorn Ljosa
Ambuj K. Singh
APLA: Indexing Arbitrary Probability Distributions.
946-955
2007
conf/icde/2007
ICDE
https://doi.org/10.1109/ICDE.2007.367940
https://doi.ieeecomputersociety.org/10.1109/ICDE.2007.367940
db/conf/icde/icde2007.html#LjosaS07
Huahai He
Ambuj K. Singh
Efficient Algorithms for Mining Significant Substructures in Graphs with Quality Guarantees.
163-172
2007
ICDM
https://doi.org/10.1109/ICDM.2007.11
https://doi.ieeecomputersociety.org/10.1109/ICDM.2007.11
conf/icdm/2007
db/conf/icdm/icdm2007.html#HeS07
Arnab Bhattacharya 0001
Anand Meka
Ambuj K. Singh
MIST: Distributed Indexing and Querying in Sensor Networks using Statistical Models.
854-865
2007
conf/vldb/2007
VLDB
http://www.vldb.org/conf/2007/papers/research/p854-bhattacharya.pdf
db/conf/vldb/vldb2007.html#BhattacharyaMS07
Ahmet Bulut
Ambuj K. Singh
Indexing and Querying Data Streams.
237-259
2007
Data Streams - Models and Algorithms
https://doi.org/10.1007/978-0-387-47534-9_11
series/ads/2007-31
db/series/ads/ads31.html#BulutS07
Orhan Çamoglu
Tolga Can
Ambuj K. Singh
Integrating multi-attribute similarity networks for robust representation of the protein space.
1585-1592
2006
22
Bioinform.
13
https://doi.org/10.1093/bioinformatics/btl130
https://www.wikidata.org/entity/Q46622816
db/journals/bioinformatics/bioinformatics22.html#CamogluCS06
Vebjorn Ljosa
Arnab Bhattacharya 0001
Ambuj K. Singh
Indexing Spatially Sensitive Distance Measures Using Multi-resolution Lower Bounds.
865-883
2006
conf/edbt/2006
EDBT
https://doi.org/10.1007/11687238_51
db/conf/edbt/edbt2006.html#LjosaBS06
Anand Meka
Ambuj K. Singh
Distributed Spatial Clustering in Sensor Networks.
980-1000
2006
conf/edbt/2006
EDBT
https://doi.org/10.1007/11687238_57
db/conf/edbt/edbt2006.html#MekaS06
Huahai He
Ambuj K. Singh
Closure-Tree: An Index Structure for Graph Queries.
38
2006
conf/icde/2006
ICDE
https://doi.org/10.1109/ICDE.2006.37
https://doi.ieeecomputersociety.org/10.1109/ICDE.2006.37
db/conf/icde/icde2006.html#HeS06
Vebjorn Ljosa
Arnab Bhattacharya 0001
Ambuj K. Singh
LB-Index: A Multi-Resolution Index Structure for Images.
144
2006
conf/icde/2006
ICDE
https://doi.org/10.1109/ICDE.2006.85
https://doi.ieeecomputersociety.org/10.1109/ICDE.2006.85
db/conf/icde/icde2006.html#LjosaBS06
Huahai He
Ambuj K. Singh
GraphRank: Statistical Modeling and Mining of Significant Subgraphs in the Feature Space.
885-890
2006
conf/icdm/2006
ICDM
https://doi.org/10.1109/ICDM.2006.79
https://doi.ieeecomputersociety.org/10.1109/ICDM.2006.79
db/conf/icdm/icdm2006.html#HeS06
Vebjorn Ljosa
Ambuj K. Singh
Probabilistic Segmentation and Analysis of Horizontal Cells.
980-985
2006
conf/icdm/2006
ICDM
https://doi.org/10.1109/ICDM.2006.129
https://doi.ieeecomputersociety.org/10.1109/ICDM.2006.129
db/conf/icdm/icdm2006.html#LjosaS06
Orhan Çamoglu
Tolga Can
Ambuj K. Singh
Yuan-Fang Wang
Decision Tree Based Information Integration for Automated Protein Classification.
717-742
2005
3
J. Bioinform. Comput. Biol.
3
https://doi.org/10.1142/S0219720005001259
https://www.wikidata.org/entity/Q30351265
db/journals/jbcb/jbcb3.html#CamogluCSW05
Anand Meka
Ambuj K. Singh
DIST: a distributed spatio-temporal index structure for sensor networks.
139-146
2005
conf/cikm/2005
CIKM
https://doi.org/10.1145/1099554.1099581
db/conf/cikm/cikm2005.html#MekaS05
Ying Feng
Divyakant Agrawal
Amr El Abbadi
Ambuj K. Singh
Scalable ranking for preference queries.
313-314
2005
conf/cikm/2005
CIKM
https://doi.org/10.1145/1099554.1099643
db/conf/cikm/cikm2005.html#FengAAS05
Ambuj K. Singh
Arnab Bhattacharya 0001
Vebjorn Ljosa
Current Challenges in Bioimage Database Design.
375-379
2005
conf/csb/2005w
CSB Workshops
https://doi.org/10.1109/CSBW.2005.47
https://doi.ieeecomputersociety.org/10.1109/CSBW.2005.47
db/conf/csb/csbw2005.html#SinghBL05
Ahmet Bulut
Ambuj K. Singh
A Unified Framework for Monitoring Data Streams in Real Time.
2005
conf/icde/2005
ICDE
db/conf/icde/icde2005.html#BulutS05
44-55
https://doi.org/10.1109/ICDE.2005.13
https://doi.ieeecomputersociety.org/10.1109/ICDE.2005.13
Arnab Bhattacharya 0001
Vebjorn Ljosa
Jia-Yu Pan
Mark R. Verardo
Hyung-Jeong Yang
Christos Faloutsos
Ambuj K. Singh
ViVo: Visual Vocabulary Construction for Mining Biomedical Images.
50-57
2005
conf/icdm/2005
ICDM
https://doi.org/10.1109/ICDM.2005.151
https://doi.ieeecomputersociety.org/10.1109/ICDM.2005.151
https://www.wikidata.org/entity/Q59551954
db/conf/icdm/icdm2005.html#BhattacharyaLPVYFS05
Ahmet Bulut
Ambuj K. Singh
Roman Vitenberg
Distributed Data Streams Indexing using Content-Based Routing Paradigm.
2005
conf/ipps/2005
IPDPS
https://doi.org/10.1109/IPDPS.2005.170
https://doi.ieeecomputersociety.org/10.1109/IPDPS.2005.170
db/conf/ipps/ipdps2005.html#BulutSV05
Tolga Can
Orhan Çamoglu
Ambuj K. Singh
Analysis of protein-protein interaction networks using random walks.
61-68
2005
BIOKDD
https://doi.org/10.1145/1134030.1134042
conf/kdd/2005bio
db/conf/kdd/biokdd2005.html#CanCS05
Ambuj K. Singh
Scalable Index Structures for Biological Data.
275-296
2005
books/sp/Wang05
Data Mining in Bioinformatics
db/books/collections/Wang2005.html#Singh05
Tamer Kahveci
Vebjorn Ljosa
Ambuj K. Singh
Speeding up whole-genome alignment by indexing frequency vectors.
2122-2134
2004
20
Bioinform.
13
https://doi.org/10.1093/bioinformatics/bth212
https://www.wikidata.org/entity/Q38450142
db/journals/bioinformatics/bioinformatics20.html#KahveciLS04
Tamer Kahveci
Ambuj K. Singh
Progressive Searching of Biological Sequences.
32-39
2004
27
IEEE Data Eng. Bull.
3
http://sites.computer.org/debull/A04sept/deb.ps
db/journals/debu/debu27.html#KahveciS04
Orhan Çamoglu
Tamer Kahveci
Ambuj K. Singh
Index-based Similarity Search for Protein Structure Databases.
99-126
2004
2
J. Bioinform. Comput. Biol.
1
https://doi.org/10.1142/S0219720004000491
https://www.wikidata.org/entity/Q30342363
db/journals/jbcb/jbcb2.html#CamogluKS04
Ambuj K. Singh
B. S. Manjunath
Robert F. Murphy
A Distributed Database for BioMolecular Images.
65-71
2004
33
SIGMOD Rec.
2
https://doi.org/10.1145/1024694.1024705
db/journals/sigmod/sigmod33.html#SinghMM04
Tamer Kahveci
Ambuj K. Singh
Optimizing Similarity Search for Arbitrary Length Time Series Queries.
418-433
2004
16
IEEE Trans. Knowl. Data Eng.
4
https://doi.org/10.1109/TKDE.2004.1269667
http://doi.ieeecomputersociety.org/10.1109/TKDE.2004.1269667
db/journals/tkde/tkde16.html#KahveciS04
Kristian Kvilekval
Ambuj K. Singh
SPREE: Object Prefetching for Mobile Computers.
1340-1357
https://doi.org/10.1007/978-3-540-30469-2_33
2004
conf/coopis/2004-2
CoopIS/DOA/ODBASE (2)
db/conf/coopis/coopis2004-2.html#KvilekvalS04
Tolga Can
Orhan Çamoglu
Ambuj K. Singh
Yuan-Fang Wang
Automated Protein Classification Using Consensus Decision.
224-235
2004
conf/csb/2004
CSB
https://doi.org/10.1109/CSB.2004.1332436
https://doi.ieeecomputersociety.org/10.1109/CSB.2004.1332436
https://www.wikidata.org/entity/Q30352781
db/conf/csb/csb2004.html#CanCSW04
Roman Vitenberg
Kristian Kvilekval
Ambuj K. Singh
Increasing Concurrency in Databases Using Program Analysis.
341-363
https://doi.org/10.1007/978-3-540-24851-4_16
2004
conf/ecoop/2004
ECOOP
db/conf/ecoop/ecoop2004.html#VitenbergKS04
Arnab Bhattacharya 0001
Tolga Can
Tamer Kahveci
Ambuj K. Singh
Yuan-Fang Wang
ProGreSS: Simultaneous Searching of Protein Databases by Sequence and Structure.
264-275
2004
conf/psb/2004
Pacific Symposium on Biocomputing
http://psb.stanford.edu/psb-online/proceedings/psb04/bhattacharya.pdf
db/conf/psb/psb2004.html#BhattacharyaCKSW04
Raimondas Lencevicius
Urs Hölzle
Ambuj K. Singh
Dynamic Query-Based Debugging of Object-Oriented Programs.
39-74
2003
10
Autom. Softw. Eng.
1
db/journals/ase/ase10.html#LenceviciusHS03
https://doi.org/10.1023/A:1021816917888
Christian A. Lang
Ambuj K. Singh
Faster Similarity Search for Multimedia Data Via Query Transformations.
3-30
2003
3
Int. J. Image Graph.
1
https://doi.org/10.1142/S0219467803000890
db/journals/ijig/ijig3.html#LangS03
Sunil Prabhakar
Divyakant Agrawal
Amr El Abbadi
Ambuj K. Singh
Terence R. Smith
Browsing and placement of multi-resolution images on parallel disks.
459-469
2003
8
Multim. Syst.
6
https://doi.org/10.1007/s00530-002-0068-x
db/journals/mms/mms8.html#PrabhakarAASS03
Ambuj K. Singh
Querying and Mining Biological Databases.
7-8
2003
7
OMICS
1
https://doi.org/10.1089/153623103322006472
https://www.wikidata.org/entity/Q46311348
db/journals/omics/omics7.html#Singh03
Orhan Çamoglu
Tamer Kahveci
Ambuj K. Singh
Towards Index-based Similarity Search for Protein Structure Databases.
148-158
2003
conf/csb/2003
CSB
https://doi.org/10.1109/CSB.2003.1227314
https://doi.ieeecomputersociety.org/10.1109/CSB.2003.1227314
db/conf/csb/csb2003.html#CamogluKS03
Tamer Kahveci
Ambuj K. Singh
Genome on Demand: Interactive Substring Searching.
551-552
2003
conf/csb/2003
CSB
https://doi.org/10.1109/CSB.2003.1227405
https://doi.ieeecomputersociety.org/10.1109/CSB.2003.1227405
db/conf/csb/csb2003.html#KahveciS03
Ahmet Bulut
Roman Vitenberg
Fatih Emekçi
Ambuj K. Singh
An Adaptive and Scalable Middleware for Distributed Indexing of Data Streams.
123-137
https://doi.org/10.1007/978-3-540-24629-9_10
2003
conf/dbisp2p/2003
DBISP2P
db/conf/dbisp2p/dbisp2p2003.html#BulutVES03
Tamer Kahveci
Christian A. Lang
Ambuj K. Singh
Joining Massive High-Dimensional Datasets.
265-276
https://doi.org/10.1109/ICDE.2003.1260798
https://doi.ieeecomputersociety.org/10.1109/ICDE.2003.1260798
2003
conf/icde/2003
ICDE
db/conf/icde/icde2003.html#KahveciLS03
Ahmet Bulut
Ambuj K. Singh
SWAT: Hierarchical Stream Summarization in Large Networks.
303-314
https://doi.org/10.1109/ICDE.2003.1260801
https://doi.ieeecomputersociety.org/10.1109/ICDE.2003.1260801
2003
conf/icde/2003
ICDE
db/conf/icde/icde2003.html#BulutS03
Tamer Kahveci
Ambuj K. Singh
Fast alignment of large genome databases.
768-770
https://doi.org/10.1109/ICDE.2003.1260862
https://doi.ieeecomputersociety.org/10.1109/ICDE.2003.1260862
2003
conf/icde/2003
ICDE
db/conf/icde/icde2003.html#KahveciS03
Orhan Çamoglu
Tamer Kahveci
Ambuj K. Singh
PSI: indexing protein structures for fast similarity search.
81-83
2003
conf/ismb/2003
ISMB (Supplement of Bioinformatics)
http://bioinformatics.oupjournals.org/cgi/content/abstract/19/suppl_1/i81?etoc
db/conf/ismb/ismb2003.html#CamogluKS03
Maureen Heymans
Ambuj K. Singh
Deriving phylogenetic trees from the similarity analysis of metabolic pathways.
138-146
2003
conf/ismb/2003
ISMB (Supplement of Bioinformatics)
http://bioinformatics.oupjournals.org/cgi/content/abstract/19/suppl_1/i138?etoc
db/conf/ismb/ismb2003.html#HeymansS03
Tamer Kahveci
Ambuj K. Singh
MAP: Searching Large Genome Databases.
303-314
2003
conf/psb/2003
Pacific Symposium on Biocomputing
http://psb.stanford.edu/psb-online/proceedings/psb03/kahveci.pdf
db/conf/psb/psb2003.html#KahveciS03
Tamer Kahveci
Ambuj K. Singh
Aliekber Gürel
An Efficient Index Structure for Shift and Scale Invariant Search of Multi-Attribute Time Sequences.
266
2002
conf/icde/2002
ICDE
https://doi.org/10.1109/ICDE.2002.994720
https://doi.ieeecomputersociety.org/10.1109/ICDE.2002.994720
db/conf/icde/icde2002.html#SinghKG02
Christian A. Lang
Ambuj K. Singh
Accelerating High-Dimensional Nearest Neighbor Queries.
109-118
2002
conf/ssdbm/2002
SSDBM
https://doi.org/10.1109/SSDM.2002.1029711
https://doi.ieeecomputersociety.org/10.1109/SSDM.2002.1029711
db/conf/ssdbm/ssdbm2002.html#LangS02
Tamer Kahveci
Ambuj K. Singh
Aliekber Gürel
Similarity Searching for Multi-Attribute Sequences.
175-184
2002
conf/ssdbm/2002
SSDBM
https://doi.org/10.1109/SSDM.2002.1029718
https://doi.ieeecomputersociety.org/10.1109/SSDM.2002.1029718
db/conf/ssdbm/ssdbm2002.html#KahveciSG02
Jerry James
Ambuj K. Singh
Recovering distributed objects.
143-150
2001
77
Inf. Process. Lett.
2-4
db/journals/ipl/ipl77.html#JamesS01
https://doi.org/10.1016/S0020-0190(00)00211-8
Tamer Kahveci
Ambuj K. Singh
Variable Length Queries for Time Series Data.
2001
conf/icde/2001
ICDE
db/conf/icde/icde2001.html#KahveciS01
273-282
https://doi.org/10.1109/ICDE.2001.914838
https://doi.ieeecomputersociety.org/10.1109/ICDE.2001.914838
Jeff Bogda
Ambuj K. Singh
Can a Shape Analysis Work at Run-time?
2001
conf/jvm/2001
Java Virtual Machine Research and Technology Symposium
http://www.usenix.org/publications/library/proceedings/jvm01/bogda.html
db/conf/jvm/jvm2001.html#BogdaS01
Christian A. Lang
Ambuj K. Singh
Modeling High-Dimensional Index Structures using Sampling.
389-400
2001
conf/sigmod/2001
SIGMOD Conference
db/conf/sigmod/sigmod2001.html#LangS01
https://doi.org/10.1145/375663.375716
https://doi.org/10.1145/376284.375716
Tamer Kahveci
Ambuj K. Singh
Efficient Index Structures for String Databases.
2001
conf/vldb/2001
VLDB
db/conf/vldb/vldb2001.html#KahveciS01
351-360
http://www.vldb.org/conf/2001/P351.pdf
Jerry James
Ambuj K. Singh
Design of the Kan distributed object system.
755-797
2000
12
Concurr. Pract. Exp.
8
db/journals/concurrency/concurrency12.html#JamesS00
https://doi.org/10.1002/1096-9128(200007)12:8<755::AID-CPE508>3.0.CO;2-M
Gregory F. Johnson
Ambuj K. Singh
Stable and fault-tolerant object allocation.
259-268
2000
conf/podc/2000
PODC
https://doi.org/10.1145/343477.343627
db/conf/podc/podc2000.html#JohnsonS00
Kothuri Venkata Ravi Kanth
Divyakant Agrawal
Amr El Abbadi
Ambuj K. Singh
Dimensionality Reduction for Similarity Searching in Dynamic Databases.
59-72
1999
75
Comput. Vis. Image Underst.
1-2
https://doi.org/10.1006/cviu.1999.0762
db/journals/cviu/cviu75.html#KanthAAS99
Raimondas Lencevicius
Urs Hölzle
Ambuj K. Singh
Dynamic Query-Based Debugging.
135-160
https://doi.org/10.1007/3-540-48743-3_7
1999
conf/ecoop/1999
ECOOP
db/conf/ecoop/ecoop99.html#LenceviciusHS99
https://doi.org/10.1007/3-540-49257-7_17
conf/icdt/99
Kothuri Venkata Ravi Kanth
Ambuj K. Singh
Optimal Dynamic Range Searching in Non-replicating Index Structures.
257-276
1999
ICDT
db/conf/icdt/icdt99.html#KanthS99
journals/cacm/Bentley75
conf/vldb/BerchtoldKK96
conf/sigmod/BeckmannKSS90
journals/jacm/Chazelle90a
conf/vldb/DiwanRSS96
conf/sigmod/Freeston87
conf/sigmod/Freeston95
conf/icalp/GrossiI97
conf/sigmod/Guttman84
conf/pods/HellersteinKP97
conf/sigmod/KatayamaS97
conf/pods/KoutsoupiasT98
journals/tods/LometS90
...
books/sp/Overmars83
journals/ipl/OvermarsL81a
...
conf/sigmod/Robinson81
books/aw/Samet90
conf/pods/SamoladasM98
conf/soda/SubramanianR95
journals/jcss/Tarjan79
conf/stoc/Vaidya85
journals/algorithmica/KreveldO91
conf/icde/WhiteJ96
Jerry James
Ambuj K. Singh
External Logging on a Logical Ring.
275
1999
conf/podc/1999
PODC
https://doi.org/10.1145/301308.301381
db/conf/podc/podc99.html#JamesS99
Kothuri Venkata Ravi Kanth
Ambuj K. Singh
Efficient Dynamic Range Searching Using Data Replication.
97-105
1998
68
Inf. Process. Lett.
2
db/journals/ipl/ipl68.html#KanthS98
https://doi.org/10.1016/S0020-0190(98)00128-8
Kothuri Venkata Ravi Kanth
David Serena
Ambuj K. Singh
Improved Concurrency Control Techniques For Multi-Dimensional Index Structures.
580-586
1998
conf/ipps/1998
IPPS/SPDP
https://doi.org/10.1109/IPPS.1998.669984
https://doi.ieeecomputersociety.org/10.1109/IPPS.1998.669984
db/conf/ipps/ipps1998.html#KanthSS98
Kothuri Venkata Ravi Kanth
Divyakant Agrawal
Ambuj K. Singh
Dimensionality Reduction for Similarity Searching in Dynamic Databases.
166-176
1998
conf/sigmod/98
SIGMOD Conference
db/conf/sigmod/sigmod98.html#KanthAS98
https://doi.org/10.1145/276304.276320
https://doi.org/10.1145/276305.276320
SIGMOD98/P166.PDF
conf/sigmod/BeckmannKSS90
conf/vldb/BerchtoldKK96
...
...
...
conf/sigmod/FaloutsosRM94
conf/sigmod/Freeston87
conf/sigmod/Freeston95
...
journals/toms/FriedmanBF77
...
...
conf/sigmod/Guttman84
conf/sigir/Hull94
journals/cacm/Bentley75
conf/sigmod/KatayamaS97
journals/vldb/LinJF94
journals/tods/LometS90
...
...
conf/spieSR/NiblackBEFGPYFT93
...
books/aw/Salton89
...
conf/icde/WhiteJ96
conf/cikm/WuAASS96
X. Cheng
Ron Dolin
Michael O. Neary
Sunil Prabhakar
Kothuri Venkata Ravi Kanth
Daniel Wu
Divyakant Agrawal
Amr El Abbadi
Michael Freeston
Ambuj K. Singh
Terence R. Smith
Jianwen Su
Scalable Access Within the Context of Digital Libraries.
358-376
1997
1
Int. J. Digit. Libr.
4
https://doi.org/10.1007/s007990050029
db/journals/jodl/jodl1.html#ChengDNPKWAAFSSS98
X. Cheng
Ron Dolin
Michael O. Neary
Sunil Prabhakar
Kothuri Venkata Ravi Kanth
Daniel Wu
Divyakant Agrawal
Amr El Abbadi
Michael Freeston
Ambuj K. Singh
Terence R. Smith
Jianwen Su
Scalable Access Within the Context of Digital Libraries.
70-81
1997
conf/adl/1997
ADL
db/conf/adl/adl97.html#ChengDNPKWAAFSSS97
https://doi.org/10.1109/ADL.1997.601202
https://doi.ieeecomputersociety.org/10.1109/ADL.1997.601202
Jerry James
Ambuj K. Singh
Compositional Proofs for Concurrent Objects.
301-326
1997
conf/compos/1997
COMPOS
https://doi.org/10.1007/3-540-49213-5_11
db/conf/compos/compos1997.html#JamesS97
Sunil Prabhakar
Divyakant Agrawal
Amr El Abbadi
Ambuj K. Singh
Scheduling Tertiary I/O in Database Applications.
722-727
1997
conf/dexaw/1997
DEXA Workshop
db/conf/dexaw/dexaw97.html#PrabhakarAAS97
https://doi.org/10.1109/DEXA.1997.617416
https://doi.ieeecomputersociety.org/10.1109/DEXA.1997.617416
Daniel Wu
Divyakant Agrawal
Amr El Abbadi
Ambuj K. Singh
A Java-Based Framework for Processing Distributed Objects.
333-346
er97/ER97-P333.pdf
1997
ER
db/conf/er/er97.html#WuAAS97
conf/er/97
books/aw/ArnoldG96
...
...
books/ms/Rogerson97
conf/sigmod/RichardsonS91
journals/csys/RiggsWWB96
...
...
journals/computer/Smith96
conf/oodbs/Stonebraker86
...
journals/csys/WollrathRW96
https://doi.org/10.1007/3-540-63699-4_27
Athanassios S. Poulakidas
Ambuj K. Singh
Online Replication of Shared Variables.
500-507
1997
conf/icdcs/1997
ICDCS
db/conf/icdcs/icdcs97.html#PoulakidasS97
https://doi.org/10.1109/ICDCS.1997.603396
https://doi.ieeecomputersociety.org/10.1109/ICDCS.1997.603396
Sunil Prabhakar
Divyakant Agrawal
Amr El Abbadi
Ambuj K. Singh
Terence R. Smith
Browsing and Placement of Multi-Resolution Images on Secondary Storage.
636-637
1997
conf/icmcs/1997
ICMCS
db/conf/icmcs/icmcs97.html#PrabhakarAESS97
https://doi.org/10.1109/MMCS.1997.609793
https://doi.ieeecomputersociety.org/10.1109/MMCS.1997.609793
Kothuri Venkata Ravi Kanth
Amr El Abbadi
Divyakant Agrawal
Ambuj K. Singh
Indexing Non-Uniform Spatial Data.
289-298
1997
conf/ideas/1997
IDEAS
db/conf/ideas/ideas97.html#KanthAAS97
https://doi.org/10.1109/IDEAS.1997.625695
https://doi.ieeecomputersociety.org/10.1109/IDEAS.1997.625695
Sunil Prabhakar
Divyakant Agrawal
Amr El Abbadi
Ambuj K. Singh
Terence R. Smith
Browsing and Placement of Multiresolution Images on Parallel Disks.
102-113
1997
conf/iopads/1997
IOPADS
https://doi.org/10.1145/266220.266230
db/conf/iopads/iopads1997.html#PrabhakarAASS97
Chris R. Jones
Ambuj K. Singh
Divyakant Agrawal
Low Latency MPI for Meiko CS/2 and ATM Clusters.
374-380
1997
conf/ipps/1997
IPPS
https://doi.org/10.1109/IPPS.1997.580929
https://doi.ieeecomputersociety.org/10.1109/IPPS.1997.580929
db/conf/ipps/ipps1997.html#JonesSA97
Raimondas Lencevicius
Urs Hölzle
Ambuj K. Singh
Query-Based Debugging of Object-Oriented Programs.
304-317
1997
conf/oopsla/1997
OOPSLA
db/conf/oopsla/oopsla97.html#LenceviciusHS97
https://doi.org/10.1145/263698.263752
https://doi.org/10.1145/263700.263752
Jerry James
Ambuj K. Singh
Fault Tolerance Bounds for Memory Consistency.
285
1997
conf/podc/1997
PODC
db/conf/podc/podc97.html#JamesS97
https://doi.org/10.1145/259380.259496
Sunil Prabhakar
Divyakant Agrawal
Amr El Abbadi
Ambuj K. Singh
A brief survey of tertiary storage systems and research.
155-157
1997
conf/sac/1997
SAC
https://doi.org/10.1145/331697.331730
db/conf/sac/sac97.html#PrabhakarAAS97
Divyakant Agrawal
Amr El Abbadi
Ambuj K. Singh
Tolga Yurek
Efficient View Maintenance at Data Warehouses.
417-427
1997
conf/sigmod/97
SIGMOD Conference
db/conf/sigmod/sigmod97.html#AgrawalASY97
https://doi.org/10.1145/253260.253355
https://doi.org/10.1145/253262.253355
SIGMOD97/P417.PDF
conf/views/BaralisCP96
conf/sigmod/BlakeleyLT86
conf/sigmod/ColbyGLMT96
conf/vldb/CeriW91
journals/tods/GhandeharizadehHJ96
conf/edbt/GuptaJM96
conf/sigmod/GriffinL95
journals/debu/GuptaM95
conf/sigmod/GuptaMS93
journals/debu/HammerGWLZ95
conf/vldb/HullJ91
conf/sigmod/HullZ96
conf/views/HullZ96
conf/pdis/QuassGMW96
journals/tkde/QianW91
...
conf/sigmod/ShmueliI84
ms/Yurek97
conf/sigmod/ZhugeGHW95
conf/pdis/ZhugeGW96
Jerry James
Ambuj K. Singh
Fault Tolerance Bounds for Memory Consistency.
200-214
1997
conf/wdag/1997
WDAG
db/conf/wdag/wdag97.html#JamesS97
https://doi.org/10.1007/BFb0030685
Ambuj K. Singh
Bounded Timestamps in Process Networks.
259-264
1996
6
Parallel Process. Lett.
2
https://doi.org/10.1142/S0129626496000261
db/journals/ppl/ppl6.html#Singh96
Manhoi Choy
Ambuj K. Singh
Localizing Failures in Distributed Synchronization.
705-716
1996
7
IEEE Trans. Parallel Distributed Syst.
7
https://doi.org/10.1109/71.508250
http://doi.ieeecomputersociety.org/10.1109/71.508250
db/journals/tpds/tpds7.html#ChoyS96
Daniel Wu
Divyakant Agrawal
Amr El Abbadi
Ambuj K. Singh
Terence R. Smith
Efficient Retrieval for Browsing Large Image Databases.
11-18
CIKM1996/P011.pdf
1996
conf/cikm/96
CIKM
db/conf/cikm/cikm96.html#WuAASS96
https://doi.org/10.1145/238355.238365
Jerry James
Ambuj K. Singh
The Impact of Hardware Models on Shared Memory Consistency Conditions.
719-734
1996
conf/concur/1996
CONCUR
db/conf/concur/concur1996.html#JamesS96
https://doi.org/10.1007/3-540-61604-7_86
Manhoi Choy
Ambuj K. Singh
Efficient distributed algorithms for dynamic channel assignment.
208-212
1996
PIMRC
https://doi.org/10.1109/PIMRC.1996.567547
conf/pimrc/1996
db/conf/pimrc/pimrc1996.html#ChoyS96
Kothuri Venkata Ravi Kanth
Divyakant Agrawal
Amr El Abbadi
Ambuj K. Singh
Terence R. Smith
Parallelizing multidimensional index structures.
376-383
1996
SPDP
https://doi.org/10.1109/SPDP.1996.570358
https://doi.ieeecomputersociety.org/10.1109/SPDP.1996.570358
conf/spdp/1996
db/conf/spdp/spdp96.html#KanthAASS96
Manhoi Choy
Ambuj K. Singh
Efficient Implementation of Synchronous Communication over Asynchronous Networks.
166-180
1995
26
J. Parallel Distributed Comput.
2
db/journals/jpdc/jpdc26.html#ChoyS95
https://doi.org/10.1006/jpdc.1995.1057
Ambuj K. Singh
A Framework for Programming with Nonatomic Memories.
211-224
1995
26
J. Parallel Distributed Comput.
2
db/journals/jpdc/jpdc26.html#Singh95
https://doi.org/10.1006/jpdc.1995.1060
Manhoi Choy
Ambuj K. Singh
Efficient Fault-Tolerant Algorithms for Distributed Resource Allocation.
535-559
1995
17
ACM Trans. Program. Lang. Syst.
3
https://doi.org/10.1145/203095.203101
db/journals/toplas/toplas17.html#ChoyS95
Jerry James
Ambuj K. Singh
Complete Implementations for Shared Memory Consistency Conditions (Abstract).
273
1995
conf/podc/1995
PODC
db/conf/podc/podc95.html#JamesS95
https://doi.org/10.1145/224964.225011
Manhoi Choy
Ambuj K. Singh
Adaptive Solutions to the Mutual Exclusion Problem.
1-17
1994
8
Distributed Comput.
1
db/journals/dc/dc8.html#ChoyS94
https://doi.org/10.1007/BF02283567
Ömer Egecioglu
Ambuj K. Singh
Naming Symmetric Processes Using Shared Variables.
19-38
1994
8
Distributed Comput.
1
db/journals/dc/dc8.html#EgeciogluS94
https://doi.org/10.1007/BF02283568
Ambuj K. Singh
James H. Anderson
Mohamed G. Gouda
The Elusive Atomic Register.
311-339
1994
41
J. ACM
2
db/journals/jacm/jacm41.html#SinghAG94
https://doi.org/10.1145/174652.174657
Ying Liu
Ambuj K. Singh
Rajive L. Bagrodia
A Decompositional Approach to the Design of Parallel Programs.
914-932
https://doi.org/10.1109/32.368135
http://doi.ieeecomputersociety.org/10.1109/32.368135
1994
20
IEEE Trans. Software Eng.
12
db/journals/tse/tse20.html#LiuSB94
Divyakant Agrawal
Manhoi Choy
Hong Va Leong
Ambuj K. Singh
Investigating Weak Memories Using Maya.
123-130
1994
conf/hpdc/1994
HPDC
db/conf/hpdc/hpdc1994.html#AgrawalCLS94
https://doi.org/10.1109/HPDC.1994.340252
Ambuj K. Singh
A Framework for Programming Using Non-Atomic Variables.
133-140
1994
conf/ipps/1994
IPPS
db/conf/ipps/ipps1994.html#Singh94
https://doi.org/10.1109/IPPS.1994.288309
https://doi.ieeecomputersociety.org/10.1109/IPPS.1994.288309
Divyakant Agrawal
Manhoi Choy
Hong Va Leong
Ambuj K. Singh
Maya: a simulation platform for distributed shared memories.
151-155
1994
PADS
https://doi.org/10.1145/182478.182583
conf/pads/1994
db/conf/pads/pads1994.html#AgrawalCLS94
Divyakant Agrawal
Manhoi Choy
Hong Va Leong
Ambuj K. Singh
Mixed Consistency: A Model for Parallel Programming (Extended Abstract).
101-110
1994
conf/podc/1994
PODC
db/conf/podc/podc94.html#AgrawalCLS94
https://doi.org/10.1145/197917.197967
Manhoi Choy
Ambuj K. Singh
Coping with Contention (Extended Abstract).
89-100
1994
conf/wdag/1994
WDAG
db/conf/wdag/wdag94.html#ChoyS94
https://doi.org/10.1007/BFb0020426
Ambuj K. Singh
Program Refinement in Fair Transition Systems.
503-535
1993
30
Acta Informatica
6
db/journals/acta/acta30.html#Singh93
https://doi.org/10.1007/BF01209623
Ambuj K. Singh
Mohamed G. Gouda
Rankers: A Classification of Synchronization Problems.
191-223
1993
21
Sci. Comput. Program.
3
db/journals/scp/scp21.html#SinghG93
https://doi.org/10.1016/0167-6423(93)90009-E
Divyakant Agrawal
Amr El Abbadi
Ambuj K. Singh
Consistency and Orderability: Semantics-Based Correctness Criteria for Databases.
460-486
1993
18
ACM Trans. Database Syst.
3
db/journals/tods/tods18.html#AgrawalAS93
TODS18/P460.PDF
https://doi.org/10.1145/155271.155276
conf/pods/AbiteboulV85
conf/icde/BadrinathR87
journals/jacm/BeeriBG89
journals/tse/BernsteinSW79
conf/vldb/BottcherJS86
books/ph/Dijkstra76
journals/cacm/EswarranGLT76
journals/tods/FarragO89
conf/pos/FeketeLMW89
journals/tods/Garcia-Molina83
journals/debu/GawlickK85
conf/vldb/Gray81
journals/scp/GuttagH86
conf/pods/HadzilacosH88
journals/is/Harder88
journals/tocs/Herlihy86
journals/jcss/HerlihyW91
journals/cacm/Hoare69
journals/acta/Hoare72
conf/sigmod/HuntR79
journals/csur/Knapp87
journals/jacm/Korth83
conf/sigmod/KorthS88
conf/vldb/KorthLS90
...
journals/tods/Lynch83
journals/tods/MohanHLPS92
journals/tods/ONeil86
journals/jacm/Papadimitriou79b
conf/pods/Reuter82
books/mk/elmagarmid92/WachterR92
journals/tocs/SchwarzS84
...
conf/icdt/VianuV88
journals/tc/Weihl88
journals/toplas/Weihl89
conf/pods/Weihl89
journals/toplas/WeihlL85
conf/pods/Weikum86
journals/tods/Weikum91
conf/pods/WeikumHBM90
Manhoi Choy
Ambuj K. Singh
Adaptive Solutions to the Mutual Exclusion Problem (Extended Abstract).
183-194
1993
conf/podc/1993
PODC
db/conf/podc/podc93.html#ChoyS92
https://doi.org/10.1145/164051.164073
Manhoi Choy
Ambuj K. Singh
Distributed Job Scheduling Using Snapshots.
145-159
1993
conf/wdag/1993
WDAG
db/conf/wdag/wdag93.html#ChoyS93
https://doi.org/10.1007/3-540-57271-6_33
Ambuj K. Singh
Towards an Understanding of Unbounded Variables in Asynchronous Systems.
7-17
1992
42
Inf. Process. Lett.
1
db/journals/ipl/ipl42.html#Singh92
https://doi.org/10.1016/0020-0190(92)90125-F
Ambuj K. Singh
On Reasoning With the Global Time Assumption.
89-103
1992
1
LOPLAS
1
db/journals/loplas/loplas1.html#Singh92
https://doi.org/10.1145/130616.130624
Ying Liu
Ambuj K. Singh
Rajive L. Bagrodia
A Decompositional Approach to the Design of Efficient parallel Programs.
21-36
1992
conf/parle/1992
PARLE
db/conf/parle/parle92.html#LiuSB92
https://doi.org/10.1007/3-540-55599-4_78
Efficient Fault Tolerant Algorithms for Resource Allocation in Distributed Systems
Manhoi Choy
Ambuj K. Singh
593-602
conf/stoc/STOC24
1992
STOC
db/conf/stoc/stoc92.html#ChoyS92
https://doi.org/10.1145/129712.129770
Ambuj K. Singh
Specification of Concurrent Objects Using Auxiliary Variables.
49-88
1991
16
Sci. Comput. Program.
1
db/journals/scp/scp16.html#Singh91
https://doi.org/10.1016/0167-6423(91)90023-Q
Ambuj K. Singh
Ying Liu
Flexible Program Structures for Concurrent Programming.
64-71
1991
conf/hlppp/1991
Research Directions in High-Level Parallel Programming Languages
db/conf/hlppp/hlppp1991.html#SinghL91
https://doi.org/10.1007/3-540-55160-3_34
B. Gopinath
Ambuj K. Singh
Prem Uppaluru
A Formal Description of the IC* Model of Parallel Computation.
520-531
1991
conf/icci/1991
ICCI
db/conf/icci/icci1991.html#GopinathSU91
https://doi.org/10.1007/3-540-54029-6_201
Ying Liu
Ambuj K. Singh
Parallel programming: achieving portability through abstraction.
634-640
1991
ICDCS
https://doi.org/10.1109/ICDCS.1991.148737
https://doi.ieeecomputersociety.org/10.1109/ICDCS.1991.148737
conf/icdcs/1991
db/conf/icdcs/icdcs1991.html#LiuS91
Ambuj K. Singh
Program Refinement in Fair Transition Systems.
128-147
1991
conf/parle/1991-2
PARLE (2)
db/conf/parle/parle91-2.html#Singh91
https://doi.org/10.1007/3-540-54152-7_62
Ambuj K. Singh
An Axiomatization of Wait-Freedom and Low-Atomicity.
154-163
1990
conf/icci/1990
ICCI
db/conf/icci/icci90.html#Singh90
https://doi.org/10.1007/3-540-53504-7_72
Ambuj K. Singh
Ross A. Overbeek
Derivation of efficient parallel programs: An example from genetic sequence analysis.
447-484
1989
18
Int. J. Parallel Program.
6
https://doi.org/10.1007/BF01381718
db/journals/ijpp/ijpp18.html#SinghO89
Ambuj K. Singh
James H. Anderson
Mohamed G. Gouda
The Elusive Atomic Register Revisited.
206-221
1987
conf/podc/1987
PODC
db/conf/podc/podc87.html#SinghAG87
https://doi.org/10.1145/41840.41858
Amr El Abbadi
Tarek F. Abdelzaher
Divyakant Agrawal
Leman Akoglu
Victor Amelkin
James H. Anderson
Burouj Armgaan
Omid Askarisichani
Rajive L. Bagrodia
Amotz Bar-Noy
Prithwish Basu
Ben Baumer
Arnab Bhattacharya 0001
Abhishek Bhowmick 0001
Aritra Bhowmick
Jeff Bogda
Petko Bogdanov
Christian Böhm 0001
Steven A. Borbash
Francesco Bullo
Ahmet Bulut
Michael Busch
Hasan Çam
Orhan Çamoglu
Tolga Can
Derya CanseverDerya H. Cansever
Kevin S. Chan
Jianda Chen
Zichen Chen
Heng-Tze Cheng
X. Cheng
Ludmila Cherkasova
Ed H. Chi
Kyle C. Chipman
Manhoi Choy
Matthew Cieslak
Ertugrul N. CiftciogluErtugrul Necdet Ciftcioglu
Xuan-Hong Dang
Alexander Davydov 0001
Anuj Dhawan
Ron Dolin
Ömer Egecioglu
Fatih Emekçi
Christos Faloutsos
Dmitry V. Fedorov
Stuart C. Feinstein
Ying Feng
Steven K. Fisher
Luca Foschini 0002
Michael Freeston
Noah E. Friedkin
Mitali Gaidhani
Raghu K. Ganti
Utkarsh Gaur
Michelle Gaylord
Pratim Ghosh
Steve Goff
B. Gopinath
Mohamed G. Gouda
Scott T. Grafton
Ziyu Guan
Dimitrios Gunopulos
Aliekber Gürel
Haraldur Tómas Hallgrímsson
Jiawei Han 0001
Huahai He
Maureen Heymans
Minh X. Hoang
Urs Hölzle
Yunqi Hong
Bayyuan Hsu
Elizabeth Y. Huang
Zexi Huang
Saber Jafarpour
Sean Jaffe
Sagar Jain
Jerry James
Guofei Jiang
Gregory F. Johnson
Alex T. Jones
Chris R. Jones
Tamer Kahveci
Kothuri Venkata Ravi Kanth
Furkan Kocayusufoglu
Mert Kosan
Nick Koudas
Ravi Kumar 0001
Kristian Kvilekval
Christian A. Lang
Deniz Lapsekili
Nicholas D. Larusso
Adria LeBoeuf
Kang-Won Lee
Raimondas Lencevicius
Hong Va Leong
Sasha Levy
Geoffrey P. Lewis
Zhichun Li
Sikun Lin
Ying Liu
Vebjorn Ljosa
Gabriel Luna
Kha-Dinh Luong
Tianyi Ma
Tiyani Ma
Kathy Macropol
Sahil Manchanda
B. S. ManjunathBangalore S. Manjunath
Dominik Mautz
Sourav Medya
Anand Meka
Nirav C. Merchant
Akash Mittal
Jeff Moehlis
Misael Mongiovì
Robert F. Murphy
Michael O. Neary
Dong-Anh Nguyen
Boguslaw Obara
Ross A. Overbeek
Fatma ÖzcanFatma Ozcan
Khushbu Pahwa
Siddharth Pal
Jia-Yu Pan
Evangelos E. Papalexakis
Linda R. Petzold
Claudia Plant
Athanassios S. Poulakidas
Sunil Prabhakar
Konstantinos Psounis
Zhiyun Qian
Ramya Raghavendra
Ram Ramanathan
Razvan Ranca
Sayan Ranu
Alex Rasla
Rachel Redberg
Bruno Ribeiro 0001
George RoumposGeorgios Roumpos
Brian E. Ruttenberg
Anindya Sarkar
Kekoa S. Sato
Thomas Schibler
Francesco Seccamonte
David Serena
Richika Sharan
Saurabh Sharma
Arlei SilvaArlei Lopes da Silva
Anima Singh
Vishwakarma Singh
Terence R. Smith
Jie Song
Thomas Sprague
Misha Sra
Divesh Srivastava
Mudhakar Srivatsa
Jianwen Su
Yizhou Sun
Subhash Suri
Ananthram Swami
Boleslaw K. Szymanski
Shuyun Tang
Rhys Tracy
Prem Uppaluru
Brian Uzzi
Jithin Vachery
Sharath Venkatesha
Mark R. Verardo
Samidha Verma
Roman Vitenberg
Yuan-Fang Wang
Zhen Wang
Leslie Wilson
Daniel Wu
Jian Wu
Tao Wu
Xiang Wu
Yinghui Wu
Zhenyu Wu
Haotian Xia
Yongqin Xian
Xusheng Xiao
Xifeng Yan
Zhenyu Yan 0001
Hyung Jeong YangHyung-Jeong Yang
Jiayi Yang
Jieping Ye
Wei Ye 0001
Hongyuan You
Ning Yu
Tolga Yurek
Qing Zhang
Yu Zheng 0004
Dmitry Zinenko
Bo Zong