Cong Shen
- 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
- Federated Linear Contextual Bandits
2021/10/27 by Ruiquan Huang, Huang, Ruiquan, Weiqiang Wu +5 · 4 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
- Decentralized Multi-player Multi-armed Bandits with No Collision Information
2020/02/29 by Chengshuai Shi, Wei Xiong, Shi, Chengshuai +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
- Verification of Machine Unlearning is Fragile
2024/08/01 by Binchi Zhang, Zihan Chen, Zhang, Binchi +5 · 7 citations
Social Sciences · #Higher Education Learning Practices
- 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
- Digital Over-the-Air Federated Learning in Multi-Antenna Systems
2023/02/04 by Sihua Wang, Mingzhe Chen, Wang, Sihua +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
- 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
- Accelerating Hybrid Federated Learning Convergence under Partial Participation
2023/04/10 by Jieming Bian, Lei Wang, Bian, Jieming +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)
- Stochastic Smoothed Gradient Descent Ascent for Federated Minimax Optimization
2023/11/02 by Wei L. Shen, Shen, Wei, Minhui Huang +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
- Molecular geometric deep learning
2023/06/22 by Cong Shen, Jiawei Luo, Shen, Cong +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
- Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game
2022/05/31 by Wei Xiong, Han Zhong, Xiong, Wei +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
- 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)
- Cost-aware Cascading Bandits
2018/05/22 by Ruida Zhou, Zhou, Ruida, Chao Gan +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
- MAPLE: Many-Shot Adaptive Pseudo-Labeling for In-Context Learning
2025/05/22 by Zihan Chen, Chen, Zihan, Song Wang +7 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
- 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
- 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
- Channel-Wise Mixed-Precision Quantization for Large Language Models
2024/10/16 by Zihan Chen, Bike Xie, Chen, Zihan +5 · 2 citations
Computer Science · #Speech Recognition and Synthesis
- Data-adaptive Differentially Private Prompt Synthesis for In-Context Learning
2024/10/15 by Ruida Zhou, Gao, Fengyu, 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
- 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
- On the Training Convergence of Transformers for In-Context Classification of Gaussian Mixtures
2024/10/15 by Weiming Shen, Ruida Zhou, Shen, Wei +5 · 2 citations
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)
- FastGAS: Fast Graph-based Annotation Selection for In-Context Learning
2024/06/06 by Zihan Chen, Song Wang, Chen, Zihan +5 · 3 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
- 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
- Transformers as Game Players: Provable In-context Game-playing Capabilities of Pre-trained Models
2024/10/13 by Kun Yang, Shi, Chengshuai, 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
- Decision Feedback In-Context Symbol Detection over Block-Fading Channels
2024/11/12 by Li Fan, Jing Yang, Fan, Li +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
- Higher-order Cross-structural Embedding Model for Time Series Analysis
2024/10/30 by Guancen Lin, Lin, Guancen, Cong Shen +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
- A Low-Delay Low-Complexity EKF Design for Joint Channel and CFO Estimation in Multi-User Cognitive Communications
2011/11/16 by Pengkai Zhao, Zhao, Pengkai, Cong Shen +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