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ORCIDPeng Xia 0005
Person information
- unicode name: 夏鹏
- affiliation: University of North Carolina at Chapel Hill, NC, USA
- affiliation (PhD 2024): Monash University, Faculty of Information Technology, Melbourne, VIC, USA
- affiliation (former): Soochow University, School of Computer Science and Technology, Suzhou, China
Other persons with the same name
- Peng Xia — disambiguation page
- Peng Xia 0001 — Huazhong University of Science and Technology, MoE Key Laboratory of Data Storage System, Wuhan, China
- Peng Xia 0002 — Liaoning University, School of Mathematics and Statistics, Shenyang, China (and 1 more)
- Peng Xia 0003 — University of Massachusetts Lowell, Department of Computer Science, MA, USA
- Peng Xia 0004
![[0000-0002-6366-9196]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-6366-9196")
— National Institute of Advanced Industrial Science and Technology, National Metrology Institute of Japan, Tsukuba, Japan (and 1 more)
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2020 – today
- 2025
[j2]Xinyu Yang, Junlin Han, Rishi Bommasani, Jinqi Luo, Wenjie Qu, Wangchunshu Zhou, Adel Bibi, Xiyao Wang, Jaehong Yoon, Elias Stengel-Eskin, Shengbang Tong, Lingfeng Shen, Rafael Rafailov, Runjia Li, Zhaoyang Wang, Yiyang Zhou, Chenhang Cui, Yu Wang, Wenhao Zheng, Huichi Zhou, Jindong Gu, Zhaorun Chen, Peng Xia, Tony Lee, Thomas P. Zollo, Vikash Sehwag, Jixuan Leng, Jiuhai Chen, Yuxin Wen, Huan Zhang, Zhun Deng, Linjun Zhang, Pavel Izmailov, Pang Wei Koh, Yulia Tsvetkov, Andrew Gordon Wilson, Jiaheng Zhang, James Zou, Cihang Xie, Hao Wang, Philip Torr, Julian J. McAuley, David Alvarez-Melis, Florian Tramèr, Kaidi Xu, Suman Jana, Chris Callison-Burch, René Vidal, Filippos Kokkinos, Mohit Bansal, Beidi Chen, Huaxiu Yao:
Reliable and Responsible Foundation Models. Trans. Mach. Learn. Res. 2025 (2025)- [c13]Wenxue Li, Lie Ju, Feilong Tang, Peng Xia, Xinyu Xiong, Ming Hu, Lei Zhu, Zongyuan Ge:
Towards Realistic Semi-supervised Medical Image Classification. AAAI 2025: 4968-4976 - [c12]Feilong Tang, Zhongxing Xu, Ming Hu, Wenxue Li, Peng Xia, Yiheng Zhong, Hanjun Wu, Jionglong Su, Zongyuan Ge:
Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation. AAAI 2025: 7220-7228 - [c11]Peng Xia, Xingtong Yu, Ming Hu, Lie Ju, Zhiyong Wang, Peibo Duan, Zongyuan Ge:
HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding. COLING 2025: 269-280 - [c10]Peng Xia, Kangyu Zhu, Haoran Li, Tianze Wang, Weijia Shi, Sheng Wang, Linjun Zhang, James Zou, Huaxiu Yao:
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models. ICLR 2025 - [c9]Peng Xia, Siwei Han, Shi Qiu, Yiyang Zhou, Zhaoyang Wang, Wenhao Zheng, Zhaorun Chen, Chenhang Cui, Mingyu Ding, Linjie Li, Lijuan Wang, Huaxiu Yao:
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models. ICLR 2025 - [c8]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:
Anyprefer: An Agentic Framework for Preference Data Synthesis. ICLR 2025 - [c7]Kangyu Zhu, Peng Xia, Yun Li, Hongtu Zhu, Sheng Wang, Huaxiu Yao:
MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization. ICML 2025 - [i19]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:
MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation. CoRR abs/2502.01719 (2025) - [i18]Siwei Han, Peng Xia, Ruiyi Zhang, Tong Sun, Yun Li, Hongtu Zhu, Huaxiu Yao:
MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding. CoRR abs/2503.13964 (2025) - [i17]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:
Anyprefer: An Agentic Framework for Preference Data Synthesis. CoRR abs/2504.19276 (2025) - [i16]Jiaqi Liu, Kaiwen Xiong, Peng Xia, Yiyang Zhou, Haonian Ji, Lu Feng, Siwei Han, Mingyu Ding, Huaxiu Yao:
Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning. CoRR abs/2511.19900 (2025) - [i15]Chaoyang Wang, Yangfan He, Yiyang Zhou, Yixuan Wang, Jiaqi Liu, Peng Xia, Zhengzhong Tu, Mohit Bansal, Huaxiu Yao:
Knowing the Answer Isn't Enough: Fixing Reasoning Path Failures in LVLMs. CoRR abs/2512.06258 (2025) - 2024
- [c6]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:
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding. ECCV (4) 2024: 481-500 - [c5]Peng Xia, Kangyu Zhu, Haoran Li, Hongtu Zhu, Yun Li, Gang Li, Linjun Zhang, Huaxiu Yao:
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models. EMNLP 2024: 1081-1093 - [c4]Peng Xia, Ming Hu, Feilong Tang, Wenxue Li, Wenhao Zheng, Lie Ju, Peibo Duan, Huaxiu Yao, Zongyuan Ge:
Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations. MICCAI (10) 2024: 427-437 - [c3]Wenxue Li, Xinyu Xiong, Peng Xia, Lie Ju, Zongyuan Ge:
TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM. MICCAI (8) 2024: 743-753 - [c2]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:
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models. NeurIPS 2024 - [i14]Ming Hu, Siyuan Yan, Peng Xia, Feilong Tang, Wenxue Li, Peibo Duan, Lin Zhang, Zongyuan Ge:
Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion Classification. CoRR abs/2405.11289 (2024) - [i13]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 Zou, Huaxiu Yao:
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models. CoRR abs/2406.06007 (2024) - [i12]Peng Xia, Ming Hu, Feilong Tang, Wenxue Li, Wenhao Zheng, Lie Ju, Peibo Duan, Huaxiu Yao, Zongyuan Ge:
Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations. CoRR abs/2406.06384 (2024) - [i11]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:
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding. CoRR abs/2406.07471 (2024) - [i10]Wenxue Li, Xinyu Xiong, Peng Xia, Lie Ju, Zongyuan Ge:
TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM. CoRR abs/2406.15764 (2024) - [i9]Peng Xia, Kangyu Zhu, Haoran Li, Hongtu Zhu, Yun Li, Gang Li, Linjun Zhang, Huaxiu Yao:
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models. CoRR abs/2407.05131 (2024) - [i8]Peng Xia, Siwei Han, Shi Qiu, Yiyang Zhou, Zhaoyang Wang, Wenhao Zheng, Zhaorun Chen, Chenhang Cui, Mingyu Ding, Linjie Li, Lijuan Wang, Huaxiu Yao:
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models. CoRR abs/2410.10139 (2024) - [i7]Peng Xia, Kangyu Zhu, Haoran Li, Tianze Wang, Weijia Shi, Sheng Wang, Linjun Zhang, James Zou, Huaxiu Yao:
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models. CoRR abs/2410.13085 (2024) - [i6]Kangyu Zhu, Peng Xia, Yun Li, Hongtu Zhu, Sheng Wang, Huaxiu Yao:
MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization. CoRR abs/2412.06141 (2024) - [i5]Feilong Tang, Zhongxing Xu, Ming Hu, Wenxue Li, Peng Xia, Yiheng Zhong, Hanjun Wu, Jionglong Su, Zongyuan Ge:
Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation. CoRR abs/2412.19871 (2024) - 2023
- [c1]Ming Hu, Lin Wang, Siyuan Yan, Don Ma, Qingli Ren, Peng Xia, Wei Feng, Peibo Duan, Lie Ju, Zongyuan Ge:
NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding. NeurIPS 2023 - [i4]Peng Xia, Di Xu, Lie Ju, Ming Hu, Jun Chen, Zongyuan Ge:
LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition. CoRR abs/2305.04536 (2023) - [i3]Ming Hu, Lin Wang, Siyuan Yan, Don Ma, Qingli Ren, Peng Xia, Wei Feng, Peibo Duan, Lie Ju, Zongyuan Ge:
NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding. CoRR abs/2310.13347 (2023) - [i2]Peng Xia, Xingtong Yu, Ming Hu, Lie Ju, Zhiyong Wang, Peibo Duan, Zongyuan Ge:
HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding. CoRR abs/2311.14064 (2023) - 2022
- [i1]Peng Xia, Yuechi Zhou, Ziyan Zhang, Zecheng Tang, Juntao Li:
Chinese grammatical error correction based on knowledge distillation. CoRR abs/2208.00351 (2022)
2010 – 2019
- 2019
- [j1]Meng Wang, Lu Yang, Jianfeng Yan, Jianwei Zhang, Jie Zhou, Peng Xia:
Topic model with incremental vocabulary based on Belief Propagation. Knowl. Based Syst. 182 (2019)
Coauthor Index
aka: Zongyuan Ge
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