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Andy Liu

  1. Evaluating Large Language Model Biases in Persona-Steered Generation
    2024/05/30 by Andy Liu, Liu, Andy, Mona Diab +3 · 19 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Persona Design and Applications
  2. BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data
    2024/10/21 by Wenkai Li, Jing Liu, Li, Wenkai +9 · 15 citations
    Social Sciences · #Artificial Intelligence in Law #Computational and Text Analysis Methods
  3. BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent
    2025/08/08 by Zijian Chen, Chen, Zijian, Xueguang Ma +34 · 37 citations
    Computer Science · Materials Science · #Information Retrieval and Search Behavior #Topic Modeling #Machine Learning in Materials Science
  4. Combating Adversarial Attacks with Multi-Agent Debate
    2024/01/11 by Steffi Chern, Zhen Fan, Chern, Steffi +3 · 3 citations
    Computer Science · #Topic Modeling #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI)
  5. Evaluating LLM Agent Collusion in Double Auctions
    2025/07/02 by Kushal Agrawal, Agrawal, Kushal, Verona Teo +9 · 1 voice · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.GT #cs.LG
  6. Generative Value Conflicts Reveal LLM Priorities
    2025/09/29 by Andy Liu, Kshitish Ghate, Liu, Andy +9 · 1 voice · 2 citations
    #cs.CL #cs.AI #cs.LG
  7. A Geometric Perspective on Stabilizing Value Conflict Resolution
    2026/07/20 by Saket Reddy, Andy Liu
    #cs.LG #cs.AI