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Shen, Cong

  1. Design and Analysis of Uplink and Downlink Communications for Federated Learning
    2020/12/07 by Zheng, Sihui, Shen, Cong, Chen, Xiang · 6 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  2. Efficient Prompt Optimization Through the Lens of Best Arm Identification
    2024/02/15 by Chengshuai Shi, Shi, Chengshuai, Kun Yang +5 · 9 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Robot Manipulation and Learning
  3. Heterogeneous Multi-player Multi-armed Bandits: Closing the Gap and Generalization
    2021/10/27 by Chengshuai Shi, Shi, Chengshuai, Wei Xiong +5 · 5 citations
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Cognitive Radio Networks and Spectrum Sensing #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Smart Grid Energy Management
  4. Towards Optimal Power Control via Ensembling Deep Neural Networks
    2018/07/26 by Liang, Fei, Shen, Cong, Yu, Wei +1 · 3 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
  5. Decentralized Multi-player Multi-armed Bandits with No Collision Information
    2020/02/29 by Chengshuai Shi, Shi, Chengshuai, Wei Xiong +5 · 4 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems
  6. Underactuated Motion Planning and Control for Jumping with Wheeled-Bipedal Robots
    2020/12/11 by Chen, Hua, Wang, Bingheng, Hong, Zejun +3 · 3 citations
    #FOS: Computer and information sciences #Robotics (cs.RO)
  7. Verification of Machine Unlearning is Fragile
    2024/08/01 by Binchi Zhang, Zihan Chen, Zhang, Binchi +5 · 6 citations
    Social Sciences · #Higher Education Learning Practices
  8. Curvature-enhanced Graph Convolutional Network for Biomolecular Interaction Prediction
    2023/06/23 by Shen, Cong, Ding, Pingjian, Wee, Junjie +3 · 4 citations
    #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
  9. Random Orthogonalization for Federated Learning in Massive MIMO Systems
    2022/01/29 by Xizixiang Wei, Cong Shen, Wei, Xizixiang +5 · 3 citations
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #FOS: Computer and information sciences #FOS: Electrical engineering #H.1.1 #Information Theory (cs.IT) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #electronic engineering #information engineering
  10. Digital Over-the-Air Federated Learning in Multi-Antenna Systems
    2023/02/04 by Sihua Wang, Wang, Sihua, Mingzhe Chen +7 · 3 citations
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Artificial Intelligence (cs.AI) #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Millimeter-Wave Propagation and Modeling
  11. Federated Multi-Armed Bandits
    2021/01/28 by Shi, Chengshuai, Shen, Cong · 2 citations
    #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA)
  12. Federated Multi-armed Bandits with Personalization
    2021/02/25 by Chengshuai Shi, Cong Shen, Shi, Chengshuai +3 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
  13. Accelerating Hybrid Federated Learning Convergence under Partial Participation
    2023/04/10 by Jieming Bian, Bian, Jieming, Lei Wang +7 · 4 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  14. Stochastic Smoothed Gradient Descent Ascent for Federated Minimax Optimization
    2023/11/02 by Wei L. Shen, Minhui Huang, Shen, Wei +5 · 3 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  15. Federated Linear Contextual Bandits
    2021/10/27 by Ruiquan Huang, Weiqiang Wu, Huang, Ruiquan +5 · 2 citations
    Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Advanced Wireless Network Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Smart Grid Energy Management
  16. A Note on Kinematic Flow and Differential Equations for Two-Site One-Loop Graph in FRW Spacetime
    2024/10/22 by Hang, Yanfeng, Shen, Cong · 4 citations
    #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #High Energy Physics - Theory (hep-th)
  17. Molecular geometric deep learning
    2023/06/22 by Cong Shen, Shen, Cong, Jiawei Luo +3 · 2 citations
    Computer Science · Environmental Science · Materials Science · #Artificial Intelligence (cs.AI) #Chemistry and Chemical Engineering #Computational Drug Discovery Methods #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
  18. Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game
    2022/05/31 by Wei Xiong, Xiong, Wei, Han Zhong +9 · 2 citations
    Computer Science · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  19. On the Learn-to-Optimize Capabilities of Transformers in In-Context Sparse Recovery
    2024/10/17 by Liu, Renpu, Ruida Zhou, Zhou, Ruida +4 · 3 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG)
  20. Regional Multi-Armed Bandits
    2018/02/22 by Wang, Zhiyang, Zhou, Ruida, Shen, Cong · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  21. Cost-aware Cascading Bandits
    2018/05/22 by Ruida Zhou, Chao Gan, Zhou, Ruida +5 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Search Problems
  22. Collaborative Multi-Agent Multi-Armed Bandit Learning for Small-Cell Caching
    2020/01/12 by Xu, Xianzhe, Tao, Meixia, Shen, Cong · 1 citation
    #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI)
  23. Robust Recursive Partitioning for Heterogeneous Treatment Effects with Uncertainty Quantification
    2020/06/14 by Lee, Hyun-Suk, Zhang, Yao, Zame, William +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  24. MAPLE: Many-Shot Adaptive Pseudo-Labeling for In-Context Learning
    2025/05/22 by Zihan Chen, Song Wang, Chen, Zihan +7 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
  25. On Federated Learning with Energy Harvesting Clients
    2022/02/12 by Cong Shen, Shen, Cong, Jing Yang +3 · 1 citation
    Computer Science · Engineering · #Age of Information Optimization #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #electronic engineering #information engineering
  26. Learning for Robust Combinatorial Optimization: Algorithm and Application
    2021/12/20 by Zhihui Shao, Jianyi Yang, Shao, Zhihui +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Algorithms #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC) #Signal Processing (eess.SP) #electronic engineering #information engineering
  27. Channel-Wise Mixed-Precision Quantization for Large Language Models
    2024/10/16 by Zihan Chen, Chen, Zihan, Bike Xie +5 · 2 citations
    Computer Science · #Speech Recognition and Synthesis
  28. Data-adaptive Differentially Private Prompt Synthesis for In-Context Learning
    2024/10/15 by Gao, Fengyu, Ruida Zhou, Tianhao Wang +6 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Stochastic Gradient Optimization Techniques
  29. On High-dimensional and Low-rank Tensor Bandits
    2023/05/06 by Chengshuai Shi, Shi, Chengshuai, Cong Shen +3 · 1 citation
    Decision Sciences · Mathematics · Engineering · #Advanced Bandit Algorithms Research #Tensor decomposition and applications #Energy Load and Power Forecasting
  30. Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints
    2023/06/09 by Li, Donghao, Huang, Ruiquan, Shen, Cong +1 · 1 citation
    #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  31. A Survey of Scaling in Large Language Model Reasoning
    2025/04/02 by Chen, Zihan, Wang, Song, Tan, Zhen +6 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  32. Offline Reinforcement Learning for Wireless Network Optimization with Mixture Datasets
    2023/11/19 by Kun Yang, Yang, Kun, Cong Shen +7 · 1 citation
    Engineering · Computer Science · #Advanced MIMO Systems Optimization #Energy Harvesting in Wireless Networks #Wireless Networks and Protocols
  33. Transformers as Game Players: Provable In-context Game-playing Capabilities of Pre-trained Models
    2024/10/13 by Shi, Chengshuai, Kun Yang, Jing Yang +4 · 1 citation
    Decision Sciences · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Simulation Techniques and Applications
  34. Personalized Federated Learning with Attention-based Client Selection
    2023/12/23 by Chen, Zihan, Li, Jundong, Shen, Cong · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
  35. Resource Rationing for Wireless Federated Learning: Concept, Benefits, and Challenges
    2021/04/14 by Shen, Cong, Xu, Jie, Zheng, Sihui +1 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
  36. FastGAS: Fast Graph-based Annotation Selection for In-Context Learning
    2024/06/06 by Zihan Chen, Song Wang, Chen, Zihan +5 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  37. A Shared Low-Rank Adaptation Approach to Personalized RLHF
    2025/03/24 by Liu, Renpu, Wang, Peng, Li, Donghao +2 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. Decision Feedback In-Context Symbol Detection over Block-Fading Channels
    2024/11/12 by Li Fan, Fan, Li, Jing Yang +3 · 1 citation
    Computer Science · #Advanced Data Compression Techniques #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Signal Processing (eess.SP) #electronic engineering #information engineering
  39. On the Training Convergence of Transformers for In-Context Classification of Gaussian Mixtures
    2024/10/15 by Weiming Shen, Shen, Wei, Ruida Zhou +5 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  40. Higher-order Cross-structural Embedding Model for Time Series Analysis
    2024/10/30 by Guancen Lin, Cong Shen, Lin, Guancen +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting
  41. A Low-Delay Low-Complexity EKF Design for Joint Channel and CFO Estimation in Multi-User Cognitive Communications
    2011/11/16 by Pengkai Zhao, Cong Shen, Zhao, Pengkai +1 · 1 citation
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Power Line Communications and Noise #Wireless Communication Networks Research