Yu Zhou

12 papers A* 1B 1C 1Journal 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Evaluation of Large Language Models as Solution Generators in Complex Optimization.
IEEE Comput. Intell. Mag.
Beichen Huang, Xingyu Wu, Yu Zhou, Jibin Wu, Liang Feng, Ran Cheng, Kay Chen Tan
2025 A* conf
Towards Robustness and Explainability of Automatic Algorithm Selection.
ICML
Xingyu Wu, Jibin Wu, Yu Zhou, Liang Feng, Kc Tan
2024 J jnl
A Novel Incentive Mechanism for Federated Learning Over Wireless Communications.
IEEE Trans. Artif. Intell.
Yong Wang, Yu Zhou, Pei-Qiu Huang
2024 J jnl
CausalBench: A Comprehensive Benchmark for Causal Learning Capability of Large Language Models.
CoRR
Yu Zhou, Xingyu Wu, Beicheng Huang, Jibin Wu, Liang Feng, Kay Chen Tan
2024 J jnl
Decomposition and Meta-DRL Based Multi-Objective Optimization for Asynchronous Federated Learning in 6G-Satellite Systems.
IEEE J. Sel. Areas Commun.
Yu Zhou, Lei Lei, Xiaohui Zhao, Lei You, Yaohua Sun, Symeon Chatzinotas
2024 B conf
Efficient Federated Learning in 6G-Satellite Systems: Deep Reinforcement Learning Based Multi-Objective Optimization.
WCNC
Yu Zhou, Jingjing Guo, Haohui Li, Jinjin Tian, Xiaohui Zhao, Lei Lei
2024 J jnl
Energy Optimization and Lightweight Design for Efficient Federated Learning in Wireless Edge Systems.
IEEE Trans. Veh. Technol.
Lei Lei, Yaxiong Yuan, Yu Zhou, Yang Yang, Yu Luo, Lina Pu, Symeon Chatzinotas
2024 J jnl
Exploring the True Potential: Evaluating the Black-box Optimization Capability of Large Language Models.
CoRR
Beichen Huang, Xingyu Wu, Yu Zhou, Jibin Wu, Liang Feng, Ran Cheng, Kay Chen Tan
2024 J jnl
HM3: Hierarchical Multi-Objective Model Merging for Pretrained Models.
CoRR
Yu Zhou, Xingyu Wu, Jibin Wu, Liang Feng, Kay Chen Tan
2023 C conf
Efficient Federated Learning in Wireless Communication Systems: A Multi-Objective Optimization Perspective.
ICCC
Yu Zhou, Xiaohui Zhao, Xuemei Liu, Lei You, Lei Lei
2023 J jnl
Multi-Objective Optimization for Bandwidth-Limited Federated Learning in Wireless Edge Systems.
IEEE Open J. Commun. Soc.
Yu Zhou, Xuemei Liu, Lei Lei
2022 J jnl
Placement Optimization for Multi-IRS-Aided Wireless Communications: An Adaptive Differential Evolution Algorithm.
IEEE Wirel. Commun. Lett.
Pei-Qiu Huang, Yu Zhou, Kezhi Wang, Bing-Chuan Wang