Papers

• Unified Personalized Reward Model for Vision Generation (2026)
  Yibin Wang et al.
  1.94
• GraphAgents: Knowledge Graph-Guided Agentic AI for Cross-Domain Materials Design (2026)
  Isabella A. Stewart et al.
  1.94
• REDSearcher: A Scalable and Cost-Efficient Framework for Long-Horizon Search Agents (2026)
  Zheng Chu et al.
  1.94
• BubbleRAG: Evidence-Driven Retrieval-Augmented Generation for Black-Box Knowledge Graphs (2026)
  Duyi Pan et al.
  1.94
• VideoZeroBench: Probing the Limits of Video MLLMs with Spatio-Temporal Evidence Verification (2026)
  Jiahao Meng et al.
  1.94
• Learning to Retrieve from Agent Trajectories (2026)
  Yuqi Zhou et al.
  1.94
• MERRIN: A Benchmark for Multimodal Evidence Retrieval and Reasoning in Noisy Web Environments (2026)
  Han Wang et al.
  1.94
• ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning (2026)
  Juncheng Wu et al.
  1.94
• Advancing Creative Physical Intelligence in Large Multimodal Models (2026)
  Cheng Qian et al.
  1.94
• WorldMemArena: Evaluating Multimodal Agent Memory Through Action-World Interaction (2026)
  Chengzhi Liu et al.
  1.94
• Struct-Searcher: Agentic Structural Thinking Advances Multimodal Deep Information Seeking (2026)
  Fan Zhang et al.
  1.94
• Beyond Monolingual Deep Research: Evaluating Agents and Retrievers with Cross-Lingual BrowseComp-Plus (2026)
  Yuheng Lu et al.
  1.94
• One Forward Beats Two: InnerZoom for Accurate and Efficient GUI Grounding (2026)
  Chen Liu et al.
  1.94
• RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards (2026)
  Gaotang Li et al.
  1.89
• Diversed Model Discovery via Structured Table Discovery (2026)
  Zhengyuan Dong et al.
  1.89
• The Chain Holds, the Answer Folds: Trace-Answer Dissociation in Reasoning Models Under Adversarial Pressure (2026)
  Yubo Li et al.
  1.89
• Agentic Search in the Wild: Intents and Trajectory Dynamics from 14M+ Real Search Requests (2026)
  Jingjie Ning et al.
  1.67
• On-Policy RL Meets Off-Policy Experts: Harmonizing Supervised Fine-Tuning and Reinforcement Learning via Dynamic Weighting (2025)
  Wenhao Zhang et al.
  1.28
• VA-π: Variational Policy Alignment for Pixel-Aware Autoregressive Generation (2025)
  Xinyao Liao et al.
  1.28
• LoRA-Contextualizing Adaptation of Large Multimodal Models for Long Document Understanding (2024)
  Jian Chen et al.
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• M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding (2024)
  Jaemin Cho et al.
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