Tu, Wei-Wei

1. Robustness and Generalizability of Deepfake Detection: A Study with Diffusion Models
   2023/09/05 by Haixu Song, Shi‐Yu Huang, Song, Haixu +5 · 14 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
2. LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments
   2024/02/26 by Junzhe Chen, Xuming Hu, Chen, Junzhe +11 · 11 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
3. TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play
   2023/02/15 by Fanqi Lin, Shi‐Yu Huang, Lin, Fanqi +7 · 7 citations
   Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Sports Analytics and Performance
4. Optimistic Online Mirror Descent for Bridging Stochastic and Adversarial Online Convex Optimization
   2023/02/09 by Sijia Chen, Chen, Sijia, Zhang, Yu-Jie +5 · 7 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
5. MQE: Unleashing the Power of Interaction with Multi-agent Quadruped Environment
   2024/03/24 by Ziyan Xiong, Bo Chen, Xiong, Ziyan +9 · 7 citations
   Computer Science · #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Robotics (cs.RO)
6. A Survey on Self-play Methods in Reinforcement Learning
   2024/08/02 by Ruize Zhang, Zelai Xu, Zhang, Ruize +18 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Reinforcement Learning in Robotics
7. DGPO: Discovering Multiple Strategies with Diversity-Guided Policy Optimization
   2022/07/12 by Chen, Wentse, Huang, Shiyu, Chiang, Yuan +4 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Dual Adaptivity: A Universal Algorithm for Minimizing the Adaptive Regret of Convex Functions
   2019/06/26 by Lijun Zhang, Guanghui Wang, Zhang, Lijun +5 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Sparse and Compressive Sensing Techniques
9. AutoSpeech 2020: The Second Automated Machine Learning Challenge for Speech Classification
   2020/10/25 by Wang, Jingsong, Ko, Tom, Xu, Zhen +4 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
10. Projection-free Distributed Online Learning with Sublinear Communication Complexity
    2021/03/20 by Yuanyu Wan, Guanghui Wang, Wan, Yuanyu +5 · 1 citation
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
11. Robust Long-Tailed Learning under Label Noise
    2021/08/26 by Tong Wei, Wei, Tong, Jiang-Xin Shi +5 · 2 citations
    Computer Science · #Machine Learning and Data Classification #Text and Document Classification Technologies #Advanced Neural Network Applications
12. Auto-KWS 2021 Challenge: Task, Datasets, and Baselines
    2021/03/31 by Wang, Jingsong, He, Yuxuan, Zhao, Chunyu +5 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Sound (cs.SD)
13. Online Strongly Convex Optimization with Unknown Delays
    2021/03/21 by Wan, Yuanyu, Tu, Wei-Wei, Zhang, Lijun · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
14. Learning Graph-Enhanced Commander-Executor for Multi-Agent Navigation
    2023/02/08 by Xinyi Yang, Shi‐Yu Huang, Yang, Xinyi +13 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms #Robotics (cs.RO)
15. OpenRL: A Unified Reinforcement Learning Framework
    2023/12/20 by Shi‐Yu Huang, Wentse Chen, Huang, Shiyu +7 · 1 citation
    Computer Science · #Software Engineering Research #Reinforcement Learning in Robotics #Topic Modeling
16. Efficient Neural Architecture Search via Proximal Iterations
    2019/05/30 by Quanming Yao, Ju Xu, Yao, Quanming +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
17. Efficient Stochastic Approximation of Minimax Excess Risk Optimization
    2023/05/31 by Zhang, Lijun, Bai, Haomin, Tu, Wei-Wei +2 · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)