Liu, Zichuan

1. InfiniteYou: Flexible Photo Recrafting While Preserving Your Identity
   2025/03/20 by Jiang, Liming, Yan, Qing, Jia, Yumin +3 · 21 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. 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
3. NA²Q: Neural Attention Additive Model for Interpretable Multi-Agent Q-Learning
   2023/04/26 by Liu, Zichuan, Zhu, Yuanyang, Chen, Chunlin · 5 citations
   #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
4. Position: Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems
   2024/06/02 by Yifan Xia, Xianliang Yang, Xia, Yifan +9 · 5 citations
   Decision Sciences · Computer Science · #Stock Market Forecasting Methods #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics
5. Protecting Your LLMs with Information Bottleneck
   2024/04/22 by Zichuan Liu, Liu, Zichuan, Zefan Wang +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
6. Explaining Time Series via Contrastive and Locally Sparse Perturbations
   2024/01/16 by Liu, Zichuan, Zhang, Yingying, Wang, Tianchun +8 · 4 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Flux Already Knows -- Activating Subject-Driven Image Generation without Training
   2025/04/12 by Hao Kang, Stathi Fotiadis, Kang, Hao +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
8. MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees
   2022/09/15 by Liu, Zichuan, Zhu, Yuanyang, Wang, Zhi +2 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
9. On the Effect of Sampling Diversity in Scaling LLM Inference
   2025/02/16 by Wang, Tianchun, Liu, Zichuan, Chen, Yuanzhou +5 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Higher Replay Ratio Empowers Sample-Efficient Multi-Agent Reinforcement Learning
    2024/04/15 by Linjie Xu, Xu, Linjie, Zichuan Liu +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
11. Time-RA: Towards Time Series Reasoning for Anomaly with LLM Feedback
    2025/07/20 by Yang, Yiyuan, Liu, Zichuan, Song, Lei +6 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
12. Learning Joint ID-Textual Representation for ID-Preserving Image Synthesis
    2025/04/19 by Liu, Zichuan, Jiang, Liming, Yan, Qing +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences