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Publication search results
found 158 matches
- 2024
- Anseok Lee, Hanjun Park, Yongjin Kwon, Heesoo Lee, Song Chong:
Practical Denoising Autoencoder for CSI Feedback Without Clean Target in Massive MIMO Networks. IEEE Wirel. Commun. Lett. 13(2): 525-529 (2024) - Bedionita Soro, Bruno Andreis, Hayeon Lee, Song Chong, Frank Hutter, Sung Ju Hwang:
Diffusion-based Neural Network Weights Generation. CoRR abs/2402.18153 (2024) - 2023
- Mingyu Kim, Jihwan Oh, Yongsik Lee, Joonkee Kim, Seonghwan Kim, Song Chong, Seyoung Yun:
The StarCraft Multi-Agent Exploration Challenges: Learning Multi-Stage Tasks and Environmental Factors Without Precise Reward Functions. IEEE Access 11: 37854-37868 (2023) - Yeongjin Kim, Jeongho Kwak, Hyang-Won Lee, Song Chong:
Dynamic Computation and Network Chaining in Integrated SDN/NFV Cloud Infrastructure. IEEE Trans. Cloud Comput. 11(1): 367-382 (2023) - Seyeon Kim, Kyungmin Bin, Donggyu Yang, Sangtae Ha, Song Chong, Kyunghan Lee:
ENTRO: Tackling the Encoding and Networking Trade-off in Offloaded Video Analytics. ACM Multimedia 2023: 9115-9123 - 2022
- Yeongjin Kim, Jaehwan Jeong, Suyoung Ahn, Jeongho Kwak, Song Chong:
Energy and Delay Guaranteed Joint Beam and User Scheduling Policy in 5G CoMP Networks. IEEE Trans. Wirel. Commun. 21(4): 2742-2756 (2022) - Insoo Lee, Seyeon Kim, Sandesh Dhawaskar Sathyanarayana, Kyungmin Bin, Song Chong, Kyunghan Lee, Dirk Grunwald, Sangtae Ha:
R-FEC: RL-based FEC Adjustment for Better QoE in WebRTC. ACM Multimedia 2022: 2948-2956 - Mingyu Kim, Jihwan Oh, Yongsik Lee, Joonkee Kim, Seonghwan Kim, Song Chong, Se-Young Yun:
The StarCraft Multi-Agent Challenges+ : Learning of Multi-Stage Tasks and Environmental Factors without Precise Reward Functions. CoRR abs/2207.02007 (2022) - 2021
- Seyeon Kim, Kyungmin Bin, Sangtae Ha, Kyunghan Lee, Song Chong:
zTT: Learning-Based DVFS with Zero Thermal Throttling for Mobile Devices. GetMobile Mob. Comput. Commun. 25(4): 30-34 (2021) - Jeongmin Bae, Joohyun Lee, Song Chong:
Learning to Schedule Network Resources Throughput and Delay Optimally Using Q+-Learning. IEEE/ACM Trans. Netw. 29(2): 750-763 (2021) - Seyeon Kim, Kyungmin Bin, Sangtae Ha, Kyunghan Lee, Song Chong:
zTT: learning-based DVFS with zero thermal throttling for mobile devices. MobiSys 2021: 41-53 - Hayeon Lee, Sewoong Lee, Song Chong, Sung Ju Hwang:
Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning. NeurIPS 2021: 27016-27028 - Hayeon Lee, Sewoong Lee, Song Chong, Sung Ju Hwang:
HELP: Hardware-Adaptive Efficient Latency Predictor for NAS via Meta-Learning. CoRR abs/2106.08630 (2021) - 2020
- Seokhyun Kim, Kimin Lee, Yeonkeun Kim, Jinwoo Shin, Seungwon Shin, Song Chong:
Dynamic Control for On-Demand Interference-Managed WLAN Infrastructures. IEEE/ACM Trans. Netw. 28(1): 84-97 (2020) - Hui Zhang, Song Chong, Xinming Zhang, Nan Lin:
A Deep Reinforcement Learning Based D2D Relay Selection and Power Level Allocation in mmWave Vehicular Networks. IEEE Wirel. Commun. Lett. 9(3): 416-419 (2020) - Eunkyung Kim, Jeongho Kwak, Song Chong:
Exception Of Dominant Interfering Beam: Low Complex Beam Scheduling In Mmwave Networks. WCNC 2020: 1-6 - 2019
- Eunkyung Kim, Jeongho Kwak, Song Chong:
Virtual Beamforming and User Scheduling for Sub-Array Architecture in mmWave Networks. IEEE Commun. Lett. 23(1): 168-171 (2019) - Jihwan Kim, Hyang-Won Lee, Song Chong:
Super-MAC Design for Tightly Coupled Multi-RAT Networks. IEEE Trans. Commun. 67(10): 6939-6951 (2019) - Jeongho Kwak, Jihwan Kim, Song Chong:
Proximity-Aware Location Based Collaborative Sensing for Energy-Efficient Mobile Devices. IEEE Trans. Mob. Comput. 18(2): 417-430 (2019) - Yeongjin Kim, Hyang-Won Lee, Song Chong:
Mobile Computation Offloading for Application Throughput Fairness and Energy Efficiency. IEEE Trans. Wirel. Commun. 18(1): 3-19 (2019) - Jeongmin Bae, Joohyun Lee, Song Chong:
Beyond Max-weight Scheduling: A Reinforcement Learning-based Approach. WiOpt 2019: 1-8 - 2018
- Yoora Kim, Gang Uk Hwang, Song Chong:
Capacity, fairness, and queueing performance analysis of opportunistic scheduling with one-bit feedback. Comput. Commun. 121: 19-32 (2018) - Yeongjin Kim, Jeongho Kwak, Song Chong:
Dual-Side Optimization for Cost-Delay Tradeoff in Mobile Edge Computing. IEEE Trans. Veh. Technol. 67(2): 1765-1781 (2018) - Jihwan Kim, Hyang-Won Lee, Song Chong:
Traffic-Aware Energy-Saving Base Station Sleeping and Clustering in Cooperative Networks. IEEE Trans. Wirel. Commun. 17(2): 1173-1186 (2018) - Jeongho Kwak, Yeongjin Kim, Long Bao Le, Song Chong:
Hybrid Content Caching in 5G Wireless Networks: Cloud Versus Edge Caching. IEEE Trans. Wirel. Commun. 17(5): 3030-3045 (2018) - Jeongmin Bae, Song Chong:
Unknown Flow Detection with Imbalanced Traffic Data: Poster Abstract. CFI 2018: 8:1-8:2 - DongHoon Lee, Song Chong:
Learning based Utility Maximization for Multi-Resource Management: Poster Abstract. CFI 2018: 5:1-5:2 - Yeongjin Kim, Hyang-Won Lee, Song Chong:
Control of multi-resource infrastructures: Application to NFV and computation offloading. WiOpt 2018: 1-8 - 2017
- Yeongjin Kim, Joohyun Lee, Jaeseong Jeong, Song Chong:
Multi-flow management for mobile data offloading. ICT Express 3(1): 33-37 (2017) - Changsik Lee, Jihwan Kim, Jeongho Kwak, Eunkyung Kim, Song Chong:
Competition-based distributed BS power activation and user scheduling algorithm. J. Commun. Networks 19(1): 41-50 (2017)
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