Key papers

• ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development (2026)
  Jie Yang et al.
  1.94
• ResearchGym: Evaluating Language Model Agents on Real-World AI Research (2026)
  Aniketh Garikaparthi et al.
  1.94
• PRBench: End-to-end Paper Reproduction in Physics Research (2026)
  Shi Qiu et al.
  1.94
• PRL-Bench: A Comprehensive Benchmark Evaluating LLMs' Capabilities in Frontier Physics Research (2026)
  Tingjia Miao et al.
  1.94
• VoxMind: An End-to-End Agentic Spoken Dialogue System (2026)
  Tianle Liang et al.
  1.94
• MetaAgent-X : Breaking the Ceiling of Automatic Multi-Agent Systems via End-to-End Reinforcement Learning (2026)
  Yaolun Zhang et al.
  1.94
• Learn-by-Wire Training Control Governance: Bounded Autonomous Training Under Stress for Stability and Efficiency (2026)
  Anis Radianis
  1.94
• SproutRAG: Attention-Guided Tree Search with Progressive Embeddings for Long-Document RAG (2026)
  Amirhossein Abaskohi et al.
  1.94
• One Forward Beats Two: InnerZoom for Accurate and Efficient GUI Grounding (2026)
  Chen Liu et al.
  1.94
• HunyuanOCR-1.5: Making Lightweight OCR VLMs Faster and Better (2026)
  Gengluo Li et al.
  1.94
• ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration (2026)
  Ruofeng Yang et al.
  1.89
• Grid2Matrix: Revealing Digital Agnosia in Vision-Language Models (2026)
  Yunkai Zhang et al.
  1.83
• Accelerating RL Post-Training Rollouts via System-Integrated Speculative Decoding (2026)
  Hayate Iso et al.
  1.83
• Qianfan-OCR: A Unified End-to-End Model for Document Intelligence (2026)
  Daxiang Dong et al.
  1.78
• DUET-VLM: Dual stage Unified Efficient Token reduction for VLM Training and Inference (2026)
  Aditya Kumar Singh et al.
  1.72
• OCRVerse: Towards Holistic OCR in End-to-End Vision-Language Models (2026)
  Yufeng Zhong et al.
  1.67
• AutoPresent: Designing Structured Visuals from Scratch (2025)
  Jiaxin Ge et al.
  1.28
• SmolDocling: An ultra-compact vision-language model for end-to-end multi-modal document conversion (2025)
  Ahmed Nassar et al.
  1.28
• LawFlow : Collecting and Simulating Lawyers' Thought Processes (2025)
  Debarati Das et al.
  1.28
• UniBiomed: A Universal Foundation Model for Grounded Biomedical Image Interpretation (2025)
  Linshan Wu et al.
  1.28
• What Makes for Text to 360-degree Panorama Generation with Stable Diffusion? (2025)
  Jinhong Ni et al.
  1.28
• EXP-Bench: Can AI Conduct AI Research Experiments? (2025)
  Patrick Tser Jern Kon et al.
  1.28
• Prefix Grouper: Efficient GRPO Training through Shared-Prefix Forward (2025)
  Zikang Liu et al.
  1.28
• Less Is More: Training-Free Sparse Attention with Global Locality for Efficient Reasoning (2025)
  Lijie Yang et al.
  1.28
• Multimodal Policy Internalization for Conversational Agents (2025)
  Zhenhailong Wang et al.
  1.28
• RoboOmni: Proactive Robot Manipulation in Omni-modal Context (2025)
  Siyin Wang et al.
  1.28
• V-Thinker: Interactive Thinking with Images (2025)
  Runqi Qiao et al.
  1.28
• UFO^3: Weaving the Digital Agent Galaxy (2025)
  Chaoyun Zhang et al.
  1.28
• HunyuanOCR Technical Report (2025)
  Hunyuan Vision Team et al.
  1.28
• OpenREAD: Reinforced Open-Ended Reasoing for End-to-End Autonomous Driving with LLM-as-Critic (2025)
  Songyan Zhang et al.
  1.28
• DrugChat: Towards Enabling ChatGPT-Like Capabilities on Drug Molecule Graphs (2023)
  Youwei Liang et al.
  —
• Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models (2024)
  Yi-Fan Zhang et al.
  —
• LLaMo: Large Language Model-based Molecular Graph Assistant (2024)
  Jinyoung Park et al.
  —