Papers

• AACR-Bench: Evaluating Automatic Code Review with Holistic Repository-Level Context (2026)
  Lei Zhang et al.
  1.94
• Constraint Tax in Open-Weight LLMs: An Empirical Study of Tool Calling Suppression Under Structured Output Constraints (2026)
  Fangzheng Li et al.
  1.94
• PEAM: Parametric Embodied Agent Memory through Contrastive Internalization of Experience in Minecraft (2026)
  Yuchen Guo et al.
  1.89
• A Self-Evolving Framework for Efficient Terminal Agents via Observational Context Compression (2026)
  Jincheng Ren et al.
  1.83
• PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback (2025)
  Kanika Goswami et al.
  1.28
• MetaChain: A Fully-Automated and Zero-Code Framework for LLM Agents (2025)
  Jiabin Tang et al.
  1.28
• SafeArena: Evaluating the Safety of Autonomous Web Agents (2025)
  Ada Defne Tur et al.
  1.28
• AWorld: Dynamic Multi-Agent System with Stable Maneuvering for Robust GAIA Problem Solving (2025)
  Zhitian Xie et al.
  1.28
• Interactive Recommendation Agent with Active User Commands (2025)
  Jiakai Tang et al.
  1.28
• D-Artemis: A Deliberative Cognitive Framework for Mobile GUI Multi-Agents (2025)
  Hongze Mi et al.
  1.28
• Graph2Eval: Automatic Multimodal Task Generation for Agents via Knowledge Graphs (2025)
  Yurun Chen et al.
  1.28
• UFO^3: Weaving the Digital Agent Galaxy (2025)
  Chaoyun Zhang et al.
  1.28
• Automated Design of Agentic Systems (2024)
  Shengran Hu et al.
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• Agent Workflow Memory (2024)
  Zora Zhiruo Wang et al.
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• Mixed-Session Conversation with Egocentric Memory (2024)
  Jihyoung Jang et al.
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