| CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models P Xia, Z Chen, J Tian, Y Gong, R Hou, Y Xu, Z Wu, Z Fan, Y Zhou, K Zhu, ... Neural Information Processing Systems (NeurIPS 2024), 2024 | 20 | 2024 |
| OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding M Hu*, P Xia*, L Wang*, S Yan, F Tang, Z Xu, Y Luo, K Song, J Leitner, ... European Conference on Computer Vision (ECCV 2024), 2024 | 15 | 2024 |
| RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models P Xia, K Zhu, H Li, H Zhu, Y Li, G Li, L Zhang, H Yao Empirical Methods in Natural Language Processing (EMNLP 2024), 2024 | 13 | 2024 |
| NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding M Hu*, L Wang*, S Yan*, D Ma*, Q Ren, P Xia, W Feng, P Duan, L Ju, ... Neural Information Processing Systems (NeurIPS 2023), 2023 | 10 | 2023 |
| MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models P Xia, K Zhu, H Li, T Wang, W Shi, S Wang, L Zhang, J Zou, H Yao International Conference on Learning Representations (ICLR 2025), 2025 | 8 | 2025 |
| TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM W Li, X Xiong, P Xia, L Ju, Z Ge International Conference on Medical Image Computing and Computer-Assisted …, 2024 | 6 | 2024 |
| LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-Tailed Multi-Label Visual Recognition P Xia, D Xu, M Hu, L Ju, Z Ge Annual Meeting of the Association for Computational Linguistics (ACL 2024 …, 2024 | 6 | 2024 |
| HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding P Xia, X Yu, M Hu, L Ju, Z Wang, P Duan, Z Ge International Conference on Computational Linguistics (COLING 2025), 2025 | 5 | 2025 |
| Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations P Xia, M Hu, F Tang, W Li, W Zheng, L Ju, P Duan, H Yao, Z Ge International Conference on Medical Image Computing and Computer-Assisted …, 2024 | 5 | 2024 |
| Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion Classification M Hu, S Yan, P Xia, F Tang, W Li, P Duan, L Zhang, Z Ge arXiv preprint arXiv:2405.11289, 2024 | 4 | 2024 |
| MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models P Xia, S Han, S Qiu, Y Zhou, Z Wang, W Zheng, Z Chen, C Cui, M Ding, ... International Conference on Learning Representations (ICLR 2025), 2025 | 3 | 2025 |
| Chinese Grammatical Error Correction Based on Knowledge Distillation P Xia, Y Zhou, Z Zhang, Z Tang, J Li Technical Report, 2022 | 2 | 2022 |
| AnyPrefer: An Automatic Framework for Preference Data Synthesis Y Zhou*, Z Wang*, T Wang*, S Xing, P Xia, B Li, K Zheng, Z Zhang, ... International Conference on Learning Representations (ICLR 2025), 2025 | | 2025 |
| Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation F Tang, Z Xu, M Hu, W Li, P Xia, Y Zhong, H Wu, J Su, Z Ge Annual AAAI Conference on Artificial Intelligence (AAAI 2025), 2025 | | 2025 |
| MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization K Zhu*, P Xia*, Y Li, H Zhu, S Wang, H Yao arXiv preprint arXiv:2412.06141, 2024 | | 2024 |
| Explore Vision-Language Model with Hierarchical Information for Multiple Retinal Disease Recognition L Ju, Y Zhou, P Xia, D Alexander, PA Keane, Z Ge Investigative Ophthalmology & Visual Science 65 (7), 1593-1593, 2024 | | 2024 |
Zongyuan (Tony) GeAssociate Prof | Director of AIM for Health Lab | NVIDIA AI Fellowship確認したメール アドレス: monash.edu
