Papers

• HiMAP-Travel: Hierarchical Multi-Agent Planning for Long-Horizon Constrained Travel (2026)
  The Viet Bui et al.
  1.94
• Dual-View Training for Instruction-Following Information Retrieval (2026)
  Qingcheng Zeng 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
• CORE: Contrastive Reflection Enables Rapid Improvements in Reasoning (2026)
  Linas Nasvytis et al.
  1.89
• Function2Scene: 3D Indoor Scene Layout from Functional Specifications (2026)
  Ruiqi Wang et al.
  1.89
• HERMES++: Toward a Unified Driving World Model for 3D Scene Understanding and Generation (2026)
  Xin Zhou et al.
  1.83
• AstroReason-Bench: Evaluating Unified Agentic Planning across Heterogeneous Space Planning Problems (2026)
  Weiyi Wang et al.
  1.67
• CrossWordBench: Evaluating the Reasoning Capabilities of LLMs and LVLMs with Controllable Puzzle Generation (2025)
  Jixuan Leng et al.
  1.28
• MM-IFEngine: Towards Multimodal Instruction Following (2025)
  Shengyuan Ding et al.
  1.28
• BookWorld: From Novels to Interactive Agent Societies for Creative Story Generation (2025)
  Yiting Ran et al.
  1.28
• DINGO: Constrained Inference for Diffusion LLMs (2025)
  Tarun Suresh et al.
  1.28
• DragFlow: Unleashing DiT Priors with Region Based Supervision for Drag Editing (2025)
  Zihan Zhou et al.
  1.28
• Beyond Token-level Supervision: Unlocking the Potential of Decoding-based Regression via Reinforcement Learning (2025)
  Ming Chen et al.
  1.28
• VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models (2023)
  Wenlong Huang et al.
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• Holodeck: Language Guided Generation of 3D Embodied AI Environments (2023)
  Yue Yang et al.
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• Goldfish: Vision-Language Understanding of Arbitrarily Long Videos (2024)
  Kirolos Ataallah et al.
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• Revealing the Barriers of Language Agents in Planning (2024)
  Jian Xie et al.
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