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Zhi Geng
Publications
- 2023
- [j28]Feng Xie, Yan Zeng, Zhengming Chen, Yangbo He, Zhi Geng, Kun Zhang:
Causal discovery of 1-factor measurement models in linear latent variable models with arbitrary noise distributions. Neurocomputing 526: 48-61 (2023) - [c23]Haoxuan Li, Chunyuan Zheng, Yixiao Cao, Zhi Geng, Yue Liu, Peng Wu:
Trustworthy Policy Learning under the Counterfactual No-Harm Criterion. ICML 2023: 20575-20598 - [c22]Haoxuan Li, Kunhan Wu, Chunyuan Zheng, Yanghao Xiao, Hao Wang, Zhi Geng, Fuli Feng, Xiangnan He, Peng Wu:
Removing Hidden Confounding in Recommendation: A Unified Multi-Task Learning Approach. NeurIPS 2023 - [c21]Ruiqi Zhao, Lei Zhang, Shengyu Zhu, Zitong Lu, Zhenhua Dong, Chaoliang Zhang, Jun Xu, Zhi Geng, Yangbo He:
Conditional counterfactual causal effect for individual attribution. UAI 2023: 2519-2528 - [i4]Zhi Geng, Gang Li:
Study on Virtual Gear Hobbing Simulation and Gear Tooth Surface Accuracy. CoRR abs/2307.06270 (2023) - [i3]Feng Xie, Biwei Huang, Zhengming Chen, Ruichu Cai, Clark Glymour, Zhi Geng, Kun Zhang:
Generalized Independent Noise Condition for Estimating Causal Structure with Latent Variables. CoRR abs/2308.06718 (2023) - 2022
- [j27]Zhuangyan Fang, Yue Liu, Zhi Geng, Shengyu Zhu, Yangbo He:
A local method for identifying causal relations under Markov equivalence. Artif. Intell. 305: 103669 (2022) - [j26]Feng Xie, Yangbo He, Zhi Geng, Zhengming Chen, Ru Hou, Kun Zhang:
Testability of Instrumental Variables in Linear Non-Gaussian Acyclic Causal Models. Entropy 24(4): 512 (2022) - [c20]Feng Xie, Biwei Huang, Zhengming Chen, Yangbo He, Zhi Geng, Kun Zhang:
Identification of Linear Non-Gaussian Latent Hierarchical Structure. ICML 2022: 24370-24387 - 2021
- [i2]Zhuangyan Fang, Yue Liu, Zhi Geng, Yangbo He:
A Local Method for Identifying Causal Relations under Markov Equivalence. CoRR abs/2102.12685 (2021) - 2020
- [j22]Yue Liu, Zhuangyan Fang, Yangbo He, Zhi Geng, Chunchen Liu:
Local Causal Network Learning for Finding Pairs of Total and Direct Effects. J. Mach. Learn. Res. 21: 148:1-148:37 (2020) - [j20]Zhi Geng, Lihua Liu, Jutao Li, Fubo Liu, Qimao Zhang, Xiaojun Liu, Guangyou Fang:
A Constant-Current Transmission Converter for Semi-airborne Transient Electromagnetic Surveying. IEEE Trans. Ind. Electron. 67(1): 542-550 (2020) - [c19]Yue Liu, Zhuangyan Fang, Yangbo He, Zhi Geng:
Collapsible IDA: Collapsing Parental Sets for Locally Estimating Possible Causal Effects. UAI 2020: 290-299 - 2019
- [j19]Yue Liu, Zheng Cai, Chunchen Liu, Zhi Geng:
Local Learning Approaches for Finding Effects of a Specified Cause and Their Causal Paths. ACM Trans. Intell. Syst. Technol. 10(5): 49:1-49:15 (2019) - 2017
- [j17]Lihua Liu, Zongyang Shi, Kai Wu, Zhi Geng, Guangyou Fang:
A Bipolar Half-Sine Current Inverter for Airship-Borne Electromagnetic (AEM) Surveying. IEEE Trans. Ind. Electron. 64(12): 9477-9486 (2017) - 2016
- [j15]Peng Luo, Zhi Geng:
Causal mediation analysis for survival outcome with unobserved mediator-outcome confounders. Comput. Stat. Data Anal. 93: 336-347 (2016) - [j14]Xinpeng Zhang, Chunxiang Xu, Xiaojun Zhang, Taizong Gu, Zhi Geng, Guoping Liu:
Efficient Dynamic Integrity Verification for Big Data Supporting Users Revocability. Inf. 7(2): 31 (2016) - [j13]Hua Chen, Peng Ding, Zhi Geng, Xiao-Hua Zhou:
Semiparametric Inference of the Complier Average Causal Effect with Nonignorable Missing Outcomes. ACM Trans. Intell. Syst. Technol. 7(2): 19:1-19:15 (2016) - [j12]Peng Luo, Zhi Geng:
Bounds on Direct and Indirect Effects of Treatment on a Continuous Endpoint. ACM Trans. Intell. Syst. Technol. 7(2): 20:1-20:18 (2016) - 2015
- [j11]Masahiro Kuroda, Zhi Geng, Michio Sakakihara:
Improving the vector (ϵ) acceleration for the EM algorithm using a re-starting procedure. Comput. Stat. 30(4): 1051-1077 (2015) - 2014
- [j9]Changzhang Wang, You Zhou, Qiang Zhao, Zhi Geng:
Discovering and orienting the edges connected to a target variable in a DAG via a sequential local learning approach. Comput. Stat. Data Anal. 77: 252-266 (2014) - 2013
- [j8]Masahiro Kuroda, Hiroki Hashiguchi, Shigekazu Nakagawa, Zhi Geng:
MCMC using Markov bases for computing p-values in decomposable log-linear models. Comput. Stat. 28(2): 831-850 (2013) - 2012
- [j6]Ke Deng, Yang Li, Weiping Zhu, Zhi Geng, Jun S. Liu:
On Delay Tomography: Fast Algorithms and Spatially Dependent Models. IEEE Trans. Signal Process. 60(11): 5685-5697 (2012) - [c16]Junshan Li, Lihui Sun, Shijie Zhang, Wei Yang, Rui Wang, Zhi Geng:
Matching of infrared and visible images. FSKD 2012: 1848-1850 - 2010
- [c15]Qingyao Luo, Benhai Xiong, Zhi Geng, Liang Yang, Jiayi Pan:
A Study on Pig Slaughter Traceability Solution Based on RFID. CCTA (3) 2010: 710-720 - [c14]You Zhou, Changzhang Wang, Jianxin Yin, Zhi Geng:
Discover Local Causal Network around a Target to a Given Depth. NIPS Causality: Objectives and Assessment 2010: 191-202 - [c13]Cheng Zheng, Zhi Geng:
Reverse Engineering of Asynchronous Boolean Networks. NIPS Causality: Objectives and Assessment 2010: 237-248 - 2008
- [j5]Mingfeng Wang, Masahiro Kuroda, Michio Sakakihara, Zhi Geng:
Acceleration of the EM algorithm using the vector epsilon algorithm. Comput. Stat. 23(3): 469-486 (2008) - [j4]Xianchao Xie, Zhi Geng:
A Recursive Method for Structural Learning of Directed Acyclic Graphs. J. Mach. Learn. Res. 9: 459-483 (2008) - [c12]Jianxin Yin, You Zhou, Changzhang Wang, Ping He, Cheng Zheng, Zhi Geng:
Partial orientation and local structural learning of causal networks for prediction. WCCI Causation and Prediction Challenge 2008: 93-105 - 2007
- [c11]Letian Ye, Zhi Geng, Lingzhou Xue, Zhihai Liu:
A Novel Real Time Method of Signal Strength Based Indoor Localization. ICCSA (1) 2007: 678-688 - [c10]Hua Chen, Zhi Geng, Jinzhu Jia:
Hidden Markov Models with Multiple Observers. ICIC (2) 2007: 427-435 - [c9]Letian Ye, Zhihai Liu, Lingzhou Xue, Ping He, Zhi Geng:
A gradually locating method of indoor locating estimation based on likelihood. Mobility Conference 2007: 91-97 - [c8]Qiang Zhao, Hua Chen, Zhi Geng:
Structural Learning About Independence Graphs from Multiple Databases. PAKDD 2007: 1122-1130 - 2006
- [j3]Xianchao Xie, Zhi Geng, Qiang Zhao:
Decomposition of structural learning about directed acyclic graphs. Artif. Intell. 170(4-5): 422-439 (2006) - [c7]Mingfeng Wang, Zhi Geng, Miqu Wang, Feng Chen, Weijun Ding, Ming Liu:
Combination of Network Construction and Cluster Analysis and Its Application to Traditional Chinese Medicine. ISNN (2) 2006: 777-785 - [c6]Jinzhu Jia, Zhi Geng, Mingfeng Wang:
Identifiability and Estimation of Probabilities from Multiple Databases with Incomplete Data and Sampling Selection. SSPR/SPR 2006: 792-798 - 2005
- [j2]Weiping Zhu, Zhi Geng:
A bottom-up inference of loss rate. Comput. Commun. 28(4): 351-365 (2005) - [c5]Yang Bo He, Zhi Geng, Xun Liang:
An Approach to Mining Local Causal Relationships from Databases. ADMA 2005: 51-58 - [c4]Yang Bo He, Zhi Geng, Xun Liang:
Learning Causal Structures Based on Markov Equivalence Class. ALT 2005: 92-106 - [c3]Ke Deng, Delin Liu, Shan Gao, Zhi Geng:
Structural Learning of Graphical Models and Its Applications to Traditional Chinese Medicine. FSKD (2) 2005: 362-367 - 2004
- [c2]Weiping Zhu, Zhi Geng:
A Fast Method to Estimate Loss Rate. ICOIN 2004: 473-482 - 2003
- [j1]Zhi Geng, Yang Bo He, Xue-Li Wang, Qiang Zhao:
Bayesian method for learning graphical models with incompletely categorical data. Comput. Stat. Data Anal. 44(1-2): 175-192 (2003)
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