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Li, Lijun

  1. WorldSimBench: Towards Video Generation Models as World Simulators
    2024/10/23 by Yiran Qin, Qin, Yiran, Zhelun Shi +23 · 188 citations
    Decision Sciences · Engineering · #3D Modeling in Geospatial Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Simulation Techniques and Applications
  2. SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language Models
    2024/02/07 by Lijun Li, Li, Lijun, Bowen Dong +13 · 41 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  3. PsySafe: A Comprehensive Framework for Psychological-based Attack, Defense, and Evaluation of Multi-agent System Safety
    2024/01/22 by Zaibin Zhang, Yongting Zhang, Zhang, Zaibin +15 · 17 citations
    Business, Management and Accounting · Health Professions · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Occupational Health and Safety Research #Supply Chain Resilience and Risk Management
  4. NATTACK: Learning the Distributions of Adversarial Examples for an Improved Black-Box Attack on Deep Neural Networks
    2019/05/01 by Yandong Li, Lijun Li, Li, Yandong +7 · 13 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Malware Detection Techniques
  5. EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models
    2024/03/18 by Weikang Zhou, Xiao Wang, Zhou, Weikang +38 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences
  6. T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation
    2025/01/22 by Li, Lijun, Shi, Zhelun, Hu, Xuhao +5 · 16 citations
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  7. Approximate Group Fairness for Clustering
    2022/03/31 by Bo Li, Li, Bo, Lijun Li +7 · 3 citations
    Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Economics and business #Game Theory and Voting Systems #Privacy-Preserving Technologies in Data #Theoretical Economics (econ.TH)
  8. Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning
    2025/04/21 by Cheng, Jie, Xiong, Gang, Qiao, Ruixi +5 · 10 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Rethinking Bottlenecks in Safety Fine-Tuning of Vision Language Models
    2025/01/30 by Ding, Yi, Li, Lijun, Cao, Bing +1 · 7 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  10. From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four Modalities
    2024/01/26 by Lu, Chaochao, Qian, Chen, Zheng, Guodong +33 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. Superconducting Order from Disorder in 2H-TaSe2-xSx (0≤x≤2)
    2016/08/22 by Lijun Li, Li, Lijun, Xiaoyu Deng +27 · 1 citation
    Materials Science · Physics and Astronomy · #FOS: Physical sciences #Iron-based superconductors research #Materials Science (cond-mat.mtrl-sci) #Organic and Molecular Conductors Research #Rare-earth and actinide compounds #Superconductivity (cond-mat.supr-con)
  12. Assessment of Multimodal Large Language Models in Alignment with Human Values
    2024/03/26 by Shi, Zhelun, Wang, Zhipin, Fan, Hongxing +7 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. RenderIH: A Large-scale Synthetic Dataset for 3D Interacting Hand Pose Estimation
    2023/09/17 by Li, Lijun, Tian, Linrui, Zhang, Xindi +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. Visual Contextual Attack: Jailbreaking MLLMs with Image-Driven Context Injection
    2025/07/03 by Miao, Ziqi, Ding, Yi, Li, Lijun +1 · 6 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  15. A-MemGuard: A Proactive Defense Framework for LLM-Based Agent Memory
    2025/09/29 by Wei, Qianshan, Yang, Tengchao, Wang, Yaochen +7 · 4 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  16. Response Attack: Exploiting Contextual Priming to Jailbreak Large Language Models
    2025/07/07 by Miao, Ziqi, Li, Lijun, Xiong, Yuan +3 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. Layer-Aware Representation Filtering: Purifying Finetuning Data to Preserve LLM Safety Alignment
    2025/07/24 by Li, Hao, Li, Lijun, Lu, Zhenghao +4 · 4 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  18. Collaborative Shadows: Distributed Backdoor Attacks in LLM-Based Multi-Agent Systems
    2025/10/13 by Zhu, Pengyu, Li, Lijun, Lyu, Yaxing +3 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences