Papers

• Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human-Agent Interaction (2026)
  Muzhao Tian et al.
  1.94
• Latent Preference Modeling for Cross-Session Personalized Tool Calling (2026)
  Yejin Yoon et al.
  1.94
• KnowU-Bench: Towards Interactive, Proactive, and Personalized Mobile Agent Evaluation (2026)
  Tongbo Chen et al.
  1.83
• LumosX: Relate Any Identities with Their Attributes for Personalized Video Generation (2026)
  Jiazheng Xing et al.
  1.78
• Rethinking Diverse Human Preference Learning through Principal Component Analysis (2025)
  Feng Luo et al.
  1.28
• PVChat: Personalized Video Chat with One-Shot Learning (2025)
  Yufei Shi et al.
  1.28
• Weaver: Foundation Models for Creative Writing (2024)
  Tiannan Wang et al.
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• MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders (2024)
  Cheng Li et al.
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