Key papers

• MentalThink: Shaping Thoughts in Mental SVG World (2026)
  Kangheng Lin et al.
  2.00
• UniX: Unifying Autoregression and Diffusion for Chest X-Ray Understanding and Generation (2026)
  Ruiheng Zhang et al.
  1.94
• OmegaUse: Building a General-Purpose GUI Agent for Autonomous Task Execution (2026)
  Le Zhang et al.
  1.94
• AgentCPM-Report: Interleaving Drafting and Deepening for Open-Ended Deep Research (2026)
  Yishan Li et al.
  1.94
• SWE-rebench V2: Language-Agnostic SWE Task Collection at Scale (2026)
  Ibragim Badertdinov et al.
  1.94
• Beyond Length Scaling: Synergizing Breadth and Depth for Generative Reward Models (2026)
  Qiyuan Zhang et al.
  1.94
• VAREX: A Benchmark for Multi-Modal Structured Extraction from Documents (2026)
  Udi Barzelay et al.
  1.94
• CREval: An Automated Interpretable Evaluation for Creative Image Manipulation under Complex Instructions (2026)
  Chonghuinan Wang et al.
  1.94
• PRBench: End-to-end Paper Reproduction in Physics Research (2026)
  Shi Qiu et al.
  1.94
• Qualixar OS: A Universal Operating System for AI Agent Orchestration (2026)
  Varun Pratap Bhardwaj
  1.94
• OccuBench: Evaluating AI Agents on Real-World Professional Tasks via Language World Models (2026)
  Xiaomeng Hu et al.
  1.94
• OmniScript: Towards Audio-Visual Script Generation for Long-Form Cinematic Video (2026)
  Junfu Pu et al.
  1.94
• SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer (2026)
  Haoyi Zhu et al.
  1.94
• ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning (2026)
  Juncheng Wu et al.
  1.94
• Eliciting Complex Spatial Reasoning in MLLMs through Wide-Baseline Matching (2026)
  Hao Zhong 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
• EmpiriGraph-Psy: A Dataset and LLM Pipeline for Extracting Empirical Relation Graphs from Psychology Abstracts (2026)
  Danqin Zhao et al.
  1.94
• PIPE-Cypher: Automatic Enterprise Benchmark Generation for Text-to-Cypher Systems (2026)
  Suraj Ranganath et al.
  1.94
• InterleaveThinker: Reinforcing Agentic Interleaved Generation (2026)
  Dian Zheng et al.
  1.94
• HumanScale: Egocentric Human Video Can Outperform Real-Robot Data for Embodied Pretraining (2026)
  Juncheng Ma et al.
  1.94
• EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory (2026)
  Chang Nie et al.
  1.94
• Bibby AI: An Editor-Native Agentic Platform for Academic Research, Writing, and Publishing (2026)
  Nilesh Jain
  1.94
• ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration (2026)
  Ruofeng Yang et al.
  1.89
• ReflectDrive-2: Reinforcement-Learning-Aligned Self-Editing for Discrete Diffusion Driving (2026)
  Huimin Wang et al.
  1.89
• Evaluating Temporal Semantic Caching and Workflow Optimization in Agentic Plan-Execute Pipelines (2026)
  Alimurtaza Mustafa Merchant et al.
  1.89
• Uni-Edit: Intelligent Editing Is A General Task For Unified Model Tuning (2026)
  Dian Zheng et al.
  1.89
• Omni-SimpleMem: Autoresearch-Guided Discovery of Lifelong Multimodal Agent Memory (2026)
  Jiaqi Liu et al.
  1.83
• MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale (2026)
  Bin Wang et al.
  1.83
• MAIC-UI: Making Interactive Courseware with Generative UI (2026)
  Shangqing Tu et al.
  1.83
• Accelerating RL Post-Training Rollouts via System-Integrated Speculative Decoding (2026)
  Hayate Iso et al.
  1.83
• ClawGym: A Scalable Framework for Building Effective Claw Agents (2026)
  Fei Bai et al.
  1.83
• No Shortcuts to Culture: Indonesian Multi-hop Question Answering for Complex Cultural Understanding (2026)
  Vynska Amalia Permadi et al.
  1.72
• X-Coder: Advancing Competitive Programming with Fully Synthetic Tasks, Solutions, and Tests (2026)
  Jie Wu et al.
  1.67
• CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing (2025)
  Yu Yuan et al.
  1.28
• DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding (2025)
  Xinyu Ma 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
• URECA: Unique Region Caption Anything (2025)
  Sangbeom Lim et al.
  1.28
• AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting (2025)
  Shijue Huang et al.
  1.28
• MIRIAD: Augmenting LLMs with millions of medical query-response pairs (2025)
  Qinyue Zheng et al.
  1.28
• AutoMind: Adaptive Knowledgeable Agent for Automated Data Science (2025)
  Yixin Ou et al.
  1.28
• RExBench: Can coding agents autonomously implement AI research extensions? (2025)
  Nicholas Edwards et al.
  1.28
• DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design (2025)
  Xiwei Hu et al.
  1.28
• Qwen-Image Technical Report (2025)
  Chenfei Wu et al.
  1.28
• CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning (2025)
  Long Xing et al.
  1.28
• GSM8K-V: Can Vision Language Models Solve Grade School Math Word Problems in Visual Contexts (2025)
  Fan Yuan et al.
  1.28
• Imperceptible Jailbreaking against Large Language Models (2025)
  Kuofeng Gao et al.
  1.28
• RLinf-VLA: A Unified and Efficient Framework for VLA+RL Training (2025)
  Hongzhi Zang et al.
  1.28
• NURBGen: High-Fidelity Text-to-CAD Generation through LLM-Driven NURBS Modeling (2025)
  Muhammad Usama et al.
  1.28
• VQ-VA World: Towards High-Quality Visual Question-Visual Answering (2025)
  Chenhui Gou et al.
  1.28
• MIRA: Multimodal Iterative Reasoning Agent for Image Editing (2025)
  Ziyun Zeng et al.
  1.28
• From Pixels to Feelings: Aligning MLLMs with Human Cognitive Perception of Images (2025)
  Yiming Chen et al.
  1.28
• DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models (2025)
  DeepSeek-AI 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
• LEGENT: Open Platform for Embodied Agents (2024)
  Zhili Cheng et al.
  —
• APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets (2024)
  Zuxin Liu et al.
  —
• Very Large-Scale Multi-Agent Simulation in AgentScope (2024)
  Xuchen Pan et al.
  —
• PiTe: Pixel-Temporal Alignment for Large Video-Language Model (2024)
  Yang Liu et al.
  —
• Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation (2024)
  Satyapriya Krishna et al.
  —
• VideoGLaMM: A Large Multimodal Model for Pixel-Level Visual Grounding in Videos (2024)
  Shehan Munasinghe et al.
  —
• CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation With MLLM (2024)
  Jingwei Xu et al.
  —