Peng Xia

14 papers at tracked venues · 10 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ICLR ×3 AAAI ×2 ACL ×2 MICCAI ×2 NeurIPS ×2 ECCV ×1 EMNLP ×1 ICML ×1

Frequent coauthors

Huaxiu Yao

×10

Zongyuan Ge

×6

Yiyang Zhou

×5

Hongtu Zhu

×4

Yun Li

×4

Zhaoyang Wang

×4

Wenhao Zheng

×4

Kangyu Zhu

×4

Feilong Tang

×4

Ming Hu

×4

Wenxue Li

×4

Gang Li

×3

Papers

MedVerse: Efficient and Reliable Medical Reasoning via DAG-Structured Parallel Execution
ACL 2026 ·
Jianwen Chen
,
Xinyu Yang
, Peng Xia,
Arian Azarang
,
Yueh Z. Lee
,
Gang Li
,
Hongtu Zhu
,
Yun Li
,
Beidi Chen
,
Huaxiu Yao
SimpleOCR: Rendering Visual Questions to Teach MLLMs to Read
ACL 2026 ·
Yibo Peng
, Peng Xia,
Ding Zhong
,
Kaide Zeng
,
Siwei Han
,
Yiyang Zhou
,
Jiaqi Liu
,
Ruiyi Zhang
,
Huaxiu Yao
Anyprefer: An Agentic Framework for Preference Data Synthesis
ICLR 2025 ·
Yiyang Zhou
,
Zhaoyang Wang
,
Tianle Wang
,
Shangyu Xing
, Peng Xia,
Bo Li
,
Kaiyuan Zheng
,
Zijian Zhang
,
Zhaorun Chen
,
Wenhao Zheng
,
Xuchao Zhang
,
Chetan Bansal
,
Weitong Zhang
,
Ying Wei
,
Mohit Bansal
,
Huaxiu Yao
MJ-Video: Benchmarking and Rewarding Video Generation with Fine-Grained Video Preference
NeurIPS 2025 ·
Haibo Tong
,
Zhaoyang Wang
,
Zhaorun Chen
,
Haonian Ji
,
Shi Qiu
,
Siwei Han
,
Kexin Geng
,
Zhongkai Xue
,
Yiyang Zhou
, Peng Xia,
Mingyu Ding
,
Rafael Rafailov
,
Chelsea Finn
,
Huaxiu Yao
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
ICLR 2025 · Peng Xia,
Siwei Han
,
Shi Qiu
,
Yiyang Zhou
,
Zhaoyang Wang
,
Wenhao Zheng
,
Zhaorun Chen
,
Chenhang Cui
,
Mingyu Ding
,
Linjie Li
,
Lijuan Wang
,
Huaxiu Yao
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models
ICLR 2025 · Peng Xia,
Kangyu Zhu
,
Haoran Li
,
Tianze Wang
,
Weijia Shi
,
Sheng Wang
,
Linjun Zhang
,
James Zou
,
Huaxiu Yao
MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization
ICML 2025 ·
Kangyu Zhu
, Peng Xia,
Yun Li
,
Hongtu Zhu
,
Sheng Wang
,
Huaxiu Yao
Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation
AAAI 2025 ·
Feilong Tang
,
Zhongxing Xu
,
Ming Hu
,
Wenxue Li
, Peng Xia,
Yiheng Zhong
,
Hanjun Wu
,
Jionglong Su
,
Zongyuan Ge
Towards Realistic Semi-supervised Medical Image Classification
AAAI 2025 ·
Wenxue Li
,
Lie Ju
,
Feilong Tang
, Peng Xia,
Xinyu Xiong
,
Ming Hu
,
Lei Zhu
,
Zongyuan Ge
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
NeurIPS 2024 · Peng Xia,
Ze Chen
,
Juanxi Tian
,
Yangrui Gong
,
Ruibo Hou
,
Yue Xu
,
Zhenbang Wu
,
Zhiyuan Fan
,
Yiyang Zhou
,
Kangyu Zhu
,
Wenhao Zheng
,
Zhaoyang Wang
,
Xiao Wang
,
Xuchao Zhang
,
Chetan Bansal
,
Marc Niethammer
,
Junzhou Huang
,
Hongtu Zhu
,
Yun Li
,
Jimeng Sun
,
Zongyuan Ge
,
Gang Li
,
James Y. Zou
,
Huaxiu Yao
Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations
MICCAI 2024 · Peng Xia,
Ming Hu
,
Feilong Tang
,
Wenxue Li
,
Wenhao Zheng
,
Lie Ju
,
Peibo Duan
,
Huaxiu Yao
,
Zongyuan Ge
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding
ECCV 2024 ·
Ming Hu
, Peng Xia,
Lin Wang
,
Siyuan Yan
,
Feilong Tang
,
Zhongxing Xu
,
Yimin Luo
,
Kaimin Song
,
Jürgen Leitner
,
Xuelian Cheng
,
Jun Cheng
,
Chi Liu
,
Kaijing Zhou
,
Zongyuan Ge
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models
EMNLP 2024 · Peng Xia,
Kangyu Zhu
,
Haoran Li
,
Hongtu Zhu
,
Yun Li
,
Gang Li
,
Linjun Zhang
,
Huaxiu Yao
TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM
MICCAI 2024 ·
Wenxue Li
,
Xinyu Xiong
, Peng Xia,
Lie Ju
,
Zongyuan Ge