vix.ing · top · new · best · stats · spec

Chunlin Chen

  1. NA2Q: Neural Attention Additive Model for Interpretable Multi-Agent Q-Learning
    2023/04/26 by Zichuan Liu, Yuanyang Zhu, Liu, Zichuan +3 · 9 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  2. Tomography of Quantum States from Structured Measurements via quantum-aware transformer
    2023/05/09 by Hailan Ma, Ma, Hailan, Zhenhong Sun +7 · 6 citations
    Computer Science · #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Systems and Control (eess.SY) #electronic engineering #information engineering
  3. Explaining Time Series via Contrastive and Locally Sparse Perturbations
    2024/01/16 by Zichuan Liu, Yingying Zhang, Liu, Zichuan +19 · 7 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
  4. Deep Reinforcement Learning with Quantum-inspired Experience Replay
    2021/01/06 by Qing Wei, Hailan Ma, Wei, Qing +5 · 4 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
  5. Protecting Your LLMs with Information Bottleneck
    2024/04/22 by Zichuan Liu, Zefan Wang, Liu, Zichuan +15 · 8 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. On compression rate of quantum autoencoders: Control design, numerical and experimental realization
    2020/05/22 by Hailan Ma, Ma, Hailan, Chang-Jiang Huang +11 · 3 citations
    Computer Science · #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Systems and Control (eess.SY) #electronic engineering #information engineering
  7. Spin-1 Haldane phase in a chain of Rydberg atoms
    2024/10/28 by Johannes Mögerle, Mögerle, J., Katharina Brechtelsbauer +17 · 7 citations
    Physics and Astronomy · #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #Quantum Gases (cond-mat.quant-gas) #Quantum Physics (quant-ph) #Quantum optics and atomic interactions
  8. Curriculum-based Deep Reinforcement Learning for Quantum Control
    2020/12/31 by Hailan Ma, Ma, Hailan, Daoyi Dong +5 · 2 citations
    Computer Science · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph) #Systems and Control (eess.SY) #electronic engineering #information engineering
  9. Attention-Guided Contrastive Role Representations for Multi-Agent Reinforcement Learning
    2023/12/08 by Zican Hu, Hu, Zican, Zongzhang Zhang +9 · 4 citations
    Computer Science · Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence in Law #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Sports Analytics and Performance
  10. Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement
    2024/10/15 by Z.J. Wang, Li Zhang, Wang, Zhi +9 · 5 citations
    Engineering · Decision Sciences · #Advanced Data Processing Techniques #Simulation Techniques and Applications #Scientific Computing and Data Management
  11. Discretizing Continuous Action Space with Unimodal Probability Distributions for On-Policy Reinforcement Learning
    2024/08/01 by Yuanyang Zhu, Zhu, Yuanyang, Zhi Wang +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  12. Diversity-Incentivized Exploration for Versatile Reasoning
    2025/09/30 by Z.-W. Hu, Shilin Zhang, Hu, Zican +16 · 4 citations
    Computer Science · #Logic, Reasoning, and Knowledge #Multi-Agent Systems and Negotiation
  13. Multi-level Metric Learning for Few-shot Image Recognition
    2021/03/21 by Haoxing Chen, Huaxiong Li, Chen, Haoxing +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  14. Boosting Value Decomposition via Unit-Wise Attentive State Representation for Cooperative Multi-Agent Reinforcement Learning
    2023/05/12 by Qingpeng Zhao, Yuanyang Zhu, Zhao, Qingpeng +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  15. Continual Offline Reinforcement Learning via Diffusion-based Dual Generative Replay
    2024/04/16 by Jinmei Liu, Wenbin Li, Liu, Jinmei +9 · 1 citation
    Computer Science · #Reinforcement Learning in Robotics #Evolutionary Algorithms and Applications
  16. Diffraction evidence for oxygen-vacancy ordering in annealed Ba2YCu3O7-δ (0.3≲δ≲0.4) superconductors
    1988/02/01 by D. J. Werder, Chunlin Chen, R. J. Cava +1 · 1 citation
    Physics and Astronomy · Materials Science · #Physics of Superconductivity and Magnetism #Advanced Condensed Matter Physics #Iron-based superconductors research
  17. Text-to-Decision Agent: Offline Meta-Reinforcement Learning from Natural Language Supervision
    2025/04/21 by Shilin Zhang, Zhang, Shilin, Zican Hu +17 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling