Peng Xia

According to our database, Peng Xia authored at least 19 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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

Siwei Han, Peng Xia, Ruiyi Zhang, Tong Sun, Yun Li, Hongtu Zhu, Huaxiu Yao

CoRR, March, 2025

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

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

CoRR, February, 2025

Anyprefer: An Agentic Framework for Preference Data Synthesis.

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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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

Peng Xia, Siwei Han, Shi Qiu, Yiyang Zhou, Zhaoyang Wang, Wenhao Zheng, Zhaorun Chen, Chenhang Cui, Mingyu Ding, Linjie Li, Lijuan Wang, Huaxiu Yao

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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

Peng Xia, Kangyu Zhu, Haoran Li, Tianze Wang, Weijia Shi, Sheng Wang, Linjun Zhang, James Zou, Huaxiu Yao

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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

Peng Xia, Xingtong Yu, Ming Hu, Lie Ju, Zhiyong Wang, Peibo Duan, Zongyuan Ge

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation.

Feilong Tang, Zhongxing Xu, Ming Hu, Wenxue Li, Peng Xia, Yiheng Zhong, Hanjun Wu, Jionglong Su, Zongyuan Ge

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Towards Realistic Semi-supervised Medical Image Classification.

Wenxue Li, Lie Ju, Feilong Tang, Peng Xia, Xinyu Xiong, Ming Hu, Lei Zhu, Zongyuan Ge

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

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

Kangyu Zhu, Peng Xia, Yun Li, Hongtu Zhu, Sheng Wang, Huaxiu Yao

CoRR, 2024

Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion Classification.

Ming Hu, Siyuan Yan, Peng Xia, Feilong Tang, Wenxue Li, Peibo Duan, Lin Zhang, Zongyuan Ge

CoRR, 2024

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

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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations.

Peng Xia, Ming Hu, Feilong Tang, Wenxue Li, Wenhao Zheng, Lie Ju, Peibo Duan, Huaxiu Yao, Zongyuan Ge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM.

Wenxue Li, Xinyu Xiong, Peng Xia, Lie Ju, Zongyuan Ge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

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

Peng Xia, Kangyu Zhu, Haoran Li, Hongtu Zhu, Yun Li, Gang Li, Linjun Zhang, Huaxiu Yao

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

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

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

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

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

Peng Xia, Di Xu, Lie Ju, Ming Hu, Jun Chen, Zongyuan Ge

CoRR, 2023

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

Ming Hu, Lin Wang, Siyuan Yan, Don Ma, Qingli Ren, Peng Xia, Wei Feng, Peibo Duan, Lie Ju, Zongyuan Ge

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Chinese grammatical error correction based on knowledge distillation.

Peng Xia, Yuechi Zhou, Ziyan Zhang, Zecheng Tang, Juntao Li

CoRR, 2022

2019

Topic model with incremental vocabulary based on Belief Propagation.

Meng Wang, Lu Yang, Jianfeng Yan, Jianwei Zhang, Jie Zhou, Peng Xia

Knowl. Based Syst., 2019