Papers

• WebArbiter: A Principle-Guided Reasoning Process Reward Model for Web Agents (2026)
  Yao Zhang et al.
  1.94
• SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer (2026)
  Haoyi Zhu et al.
  1.94
• HINT-SD: Targeted Hindsight Self-Distillation for Long-Horizon Agents (2026)
  Woongyeng Yeo et al.
  1.94
• FineVerify: Scaling Test-Time Compute with Fine-Grained Self-Verification for Agentic Search (2026)
  James Xu Zhao et al.
  1.94
• SoCRATES: Towards Reliable Automated Evaluation of Proactive LLM Mediation across Domains and Socio-cognitive Variations (2026)
  Taewon Yun et al.
  1.94
• DeNovoSWE: Scaling Long-Horizon Environments for Generating Entire Repositories from Scratch (2026)
  Jiale Zhao et al.
  1.94
• 3D HAMSTER: Bridging Planning and Control in Hierarchical Vision Language Action Models through 3D Trajectory Guidance (2026)
  Dongyoon Hwang et al.
  1.94
• ReflectDrive-2: Reinforcement-Learning-Aligned Self-Editing for Discrete Diffusion Driving (2026)
  Huimin Wang et al.
  1.89
• Trajectory as the Teacher: Few-Step Discrete Flow Matching via Energy-Navigated Distillation (2026)
  Amin Karimi Monsefi et al.
  1.89
• Monitoring the Internal Monologue: Probe Trajectories Reveal Reasoning Dynamics (2026)
  Maciej Chrabąszcz et al.
  1.89
• REPOT: Recoverable Program-of-Thought via Checkpoint Repair (2026)
  Parsa Mazaheri
  1.89
• Signals: Trajectory Sampling and Triage for Agentic Interactions (2026)
  Shuguang Chen et al.
  1.83
• TDM-R1: Reinforcing Few-Step Diffusion Models with Non-Differentiable Reward (2026)
  Yihong Luo et al.
  1.78
• Semantic Routing: Exploring Multi-Layer LLM Feature Weighting for Diffusion Transformers (2026)
  Bozhou Li et al.
  1.72
• OVD: On-policy Verbal Distillation (2026)
  Jing Xiong et al.
  1.67
• Learning Few-Step Diffusion Models by Trajectory Distribution Matching (2025)
  Yihong Luo et al.
  1.28
• V-MAGE: A Game Evaluation Framework for Assessing Visual-Centric Capabilities in Multimodal Large Language Models (2025)
  Xiangxi Zheng et al.
  1.28
• OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning (2025)
  Zhaochen Su et al.
  1.28
• CAMS: A CityGPT-Powered Agentic Framework for Urban Human Mobility Simulation (2025)
  Yuwei Du et al.
  1.28
• From Word to World: Can Large Language Models be Implicit Text-based World Models? (2025)
  Yixia Li et al.
  1.28
• Trajectory Consistency Distillation (2024)
  Jianbin Zheng et al.
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• Distribution Backtracking Builds A Faster Convergence Trajectory for One-step Diffusion Distillation (2024)
  Shengyuan Zhang et al.
  —
• PiTe: Pixel-Temporal Alignment for Large Video-Language Model (2024)
  Yang Liu et al.
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