Peng Xia

richardxp888's activity

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authored a paper about 19 hours ago

Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving

Paper • 2507.06229 • Published 1 day ago • 58

authored 6 papers 3 days ago

MMedAgent-RL: Optimizing Multi-Agent Collaboration for Multimodal Medical Reasoning

Paper • 2506.00555 • Published May 31

PhysUniBench: An Undergraduate-Level Physics Reasoning Benchmark for Multimodal Models

Paper • 2506.17667 • Published 19 days ago

Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers

Paper • 2506.23918 • Published 10 days ago • 75

ChemMLLM: Chemical Multimodal Large Language Model

Paper • 2505.16326 • Published May 22

MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization

Paper • 2412.06141 • Published Dec 9, 2024

Anyprefer: An Agentic Framework for Preference Data Synthesis

Paper • 2504.19276 • Published Apr 27

authored 2 papers 4 months ago

MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation

Paper • 2502.01719 • Published Feb 3

MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding

Paper • 2503.13964 • Published Mar 18 • 19

authored 2 papers 9 months ago

MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Paper • 2410.13085 • Published Oct 16, 2024 • 23

MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models

Paper • 2410.10139 • Published Oct 14, 2024 • 53

authored 7 papers about 1 year ago

OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding

Paper • 2406.07471 • Published Jun 11, 2024 • 1

RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models

Paper • 2407.05131 • Published Jul 6, 2024 • 28

HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding

Paper • 2311.14064 • Published Nov 23, 2023 • 1

NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding

Paper • 2310.13347 • Published Oct 20, 2023

Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations

Paper • 2406.06384 • Published Jun 10, 2024 • 1

CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models

Paper • 2406.06007 • Published Jun 10, 2024 • 2

LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition

Paper • 2305.04536 • Published May 8, 2023 • 1