Yanchao Sun

1. Who Is the Strongest Enemy? Towards Optimal and Efficient Evasion Attacks in Deep RL
   2021/06/09 by Yanchao Sun, Ruijie Zheng, Sun, Yanchao +5 · 7 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Reinforcement Learning in Robotics #Advanced Malware Detection Techniques
2. TACO: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning
   2023/06/22 by Ruijie Zheng, Zheng, Ruijie, Xiyao Wang +13 · 8 citations
   Computer Science · #Reinforcement Learning in Robotics
3. Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models
   2024/02/05 by Yuancheng Xu, Jiarui Yao, Xu, Yuancheng +13 · 5 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Misinformation and Its Impacts
4. Checklists Are Better Than Reward Models For Aligning Language Models
   2025/07/24 by Vijay Viswanathan, Yanchao Sun, Viswanathan, Vijay +11 · 23 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
5. SMART: Self-supervised Multi-task pretrAining with contRol Transformers
   2023/01/24 by Yanchao Sun, Shuang Ma, Sun, Yanchao +9 · 4 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
6. Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning
   2022/10/12 by Yongyuan Liang, Liang, Yongyuan, Yanchao Sun +5 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Bacillus and Francisella bacterial research #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Distributional Reward Estimation for Effective Multi-Agent Deep Reinforcement Learning
   2022/10/14 by Jifeng Hu, Hu, Jifeng, Yanchao Sun +11 · 2 citations
   Economics, Econometrics and Finance · #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
8. Understanding Generalization in Deep Learning via Tensor Methods
   2020/01/14 by Jingling Li, Yanchao Sun, Li, Jingling +7 · 3 citations
   Computer Science · Mathematics · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #I.2.2 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Tensor decomposition and applications
9. Provable Unrestricted Adversarial Training without Compromise with Generalizability
   2023/01/22 by Lilin Zhang, Zhang, Lilin, Ning Yang +5 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness
    2023/02/06 by Yuancheng Xu, Xu, Yuancheng, Yanchao Sun +7 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Rethinking Adversarial Policies: A Generalized Attack Formulation and Provable Defense in RL
    2023/05/27 by Xiangyu Liu, Souradip Chakraborty, Liu, Xiangyu +5 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information and Cyber Security #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Smart Grid Security and Resilience
12. MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domains
    2024/07/18 by Guoli Yin, Haoping Bai, Yin, Guoli +44 · 3 citations
    Computer Science · #Multi-Agent Systems and Negotiation #AI-based Problem Solving and Planning #Semantic Web and Ontologies
13. Multi-Agent Teams Hold Experts Back
    2026/02/01 by Aneesh Pappu, Batu El, Hancheng Cao +4 · 2 voices · 2 citations
    #cs.MA #cs.AI
14. Interleaved Reasoning for Large Language Models via Reinforcement Learning
    2025/05/26 by Roy Xie, David Qiu, Xie, Roy +13 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
15. Is Imitation All You Need? Generalized Decision-Making with Dual-Phase Training
    2023/07/16 by Wei Yao, Wei, Yao, Yanchao Sun +17 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Reinforcement Learning in Robotics
16. Learning Generalizable Agents via Saliency-Guided Features Decorrelation
    2023/10/08 by Sili Huang, Yanchao Sun, Huang, Sili +13 · 1 citation
    Computer Science · #Reinforcement Learning in Robotics #Visual Attention and Saliency Detection #Domain Adaptation and Few-Shot Learning