Zichuan Liu

1. TimeX++: Learning Time-Series Explanations with Information Bottleneck
   2024/05/15 by Zichuan Liu, Tianchun Wang, Liu, Zichuan +17 · 7 citations
   Computer Science · Engineering · #Time Series Analysis and Forecasting #Machine Learning in Healthcare #Reservoir Engineering and Simulation Methods
2. Position: Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems
   2024/06/02 by Yifan Xia, Xia, Yifan, Xianliang Yang +9 · 5 citations
   Decision Sciences · Computer Science · #Stock Market Forecasting Methods #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics
3. Protecting Your LLMs with Information Bottleneck
   2024/04/22 by Zichuan Liu, Zefan Wang, Liu, Zichuan +15 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Computation and Language (cs.CL) #Cryptography and Data Security #Cryptography and Security (cs.CR) #Digital Rights Management and Security #FOS: Computer and information sciences
4. Flux Already Knows -- Activating Subject-Driven Image Generation without Training
   2025/04/12 by Hao Kang, Kang, Hao, Stathi Fotiadis +11 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Visual Attention and Saliency Detection
5. Higher Replay Ratio Empowers Sample-Efficient Multi-Agent Reinforcement Learning
   2024/04/15 by Linjie Xu, Zichuan Liu, Xu, Linjie +11 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics