Key papers

• Ministral 3 (2026)
  Alexander H. Liu et al.
  1.94
• InftyThink+: Effective and Efficient Infinite-Horizon Reasoning via Reinforcement Learning (2026)
  Yuchen Yan et al.
  1.94
• OCR-Agent: Agentic OCR with Capability and Memory Reflection (2026)
  Shimin Wen et al.
  1.94
• mSFT: Addressing Dataset Mixtures Overfiting Heterogeneously in Multi-task SFT (2026)
  Woosung Koh et al.
  1.94
• Self-Distillation Zero: Self-Revision Turns Binary Rewards into Dense Supervision (2026)
  Yinghui He et al.
  1.94
• Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction (2026)
  Yuxuan Huang et al.
  1.94
• Editor's Choice: Evaluating Abstract Intent in Image Editing through Atomic Entity Analysis (2026)
  Mor Ventura et al.
  1.94
• Risk Under Pressure: Compute-Aware Evaluation of Adversarial Robustness in Language Models (2026)
  Malikeh Ehghaghi et al.
  1.94
• SWE-INTERACT: Reimagining SWE Benchmarks as User-Driven Long-Horizon Coding Sessions (2026)
  Mohit Raghavendra et al.
  1.94
• Chain of Evidence: Pixel-Level Visual Attribution for Iterative Retrieval-Augmented Generation (2026)
  Peiyang Liu et al.
  1.89
• Self-Execution Simulation Improves Coding Models (2026)
  Gallil Maimon et al.
  1.83
• AutoPresent: Designing Structured Visuals from Scratch (2025)
  Jiaxin Ge et al.
  1.28
• FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces (2025)
  Zhenran Xu et al.
  1.28
• IterPref: Focal Preference Learning for Code Generation via Iterative Debugging (2025)
  Jie Wu et al.
  1.28
• APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay (2025)
  Akshara Prabhakar et al.
  1.28
• SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills (2025)
  Boyuan Zheng et al.
  1.28
• LawFlow : Collecting and Simulating Lawyers' Thought Processes (2025)
  Debarati Das et al.
  1.28
• Afterburner: Reinforcement Learning Facilitates Self-Improving Code Efficiency Optimization (2025)
  Mingzhe Du et al.
  1.28
• Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory (2025)
  Lin Long et al.
  1.28
• ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning (2025)
  Juyuan Wang et al.
  1.28
• Lavida-O: Elastic Large Masked Diffusion Models for Unified Multimodal Understanding and Generation (2025)
  Shufan Li et al.
  1.28
• FrameThinker: Learning to Think with Long Videos via Multi-Turn Frame Spotlighting (2025)
  Zefeng He et al.
  1.28
• DRIFT: Learning from Abundant User Dissatisfaction in Real-World Preference Learning (2025)
  Yifan Wang et al.
  1.28
• AlphaApollo: Orchestrating Foundation Models and Professional Tools into a Self-Evolving System for Deep Agentic Reasoning (2025)
  Zhanke Zhou et al.
  1.28
• Ming-UniVision: Joint Image Understanding and Generation with a Unified Continuous Tokenizer (2025)
  Ziyuan Huang et al.
  1.28
• Foundational Automatic Evaluators: Scaling Multi-Task Generative Evaluator Training for Reasoning-Centric Domains (2025)
  Austin Xu et al.
  1.28
• Flow Map Distillation Without Data (2025)
  Shangyuan Tong et al.
  1.28
• MIRA: Multimodal Iterative Reasoning Agent for Image Editing (2025)
  Ziyun Zeng et al.
  1.28
• Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving (2025)
  Songyang Gao et al.
  1.28
• OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought Verification (2025)
  Zijian Wu et al.
  1.28
• DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI (2025)
  Hao Liang et al.
  1.28
• Multi-hop Reasoning via Early Knowledge Alignment (2025)
  Yuxin Wang et al.
  1.28
• RL for Consistency Models: Faster Reward Guided Text-to-Image Generation (2024)
  Owen Oertell et al.
  —
• Iterative Graph Alignment (2024)
  Fangyuan Yu et al.
  —
• IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation (2024)
  Xinchen Zhang et al.
  —
• Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System (2024)
  Weize Chen et al.
  —
• MATATA: a weak-supervised MAthematical Tool-Assisted reasoning for Tabular Applications (2024)
  Vishnou Vinayagame et al.
  —
• VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding (2024)
  Kangsan Kim et al.
  —
• B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners (2024)
  Weihao Zeng et al.
  —