ML Anthology

Li, Xiaomeng

32 publications

ICML 2025 Concept-Based Unsupervised Domain Adaptation Xinyue Xu, Yueying Hu, Hui Tang, Yi Qin, Lu Mi, Hao Wang, Xiaomeng Li
NeurIPS 2025 Gate to the Vessel: Residual Experts Restore What SAM Overlooks Weili Jiang, Jinrong Lv, Xun Gong, Xiaomeng Li, Chubin Ou
ICLR 2025 Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks Lehan Wang, Haonan Wang, Honglong Yang, Jiaji Mao, Zehong Yang, Jun Shen, Xiaomeng Li
AAAI 2025 Leveraging Anatomical Consistency for Multi-Object Detection in Ultrasound Images via Source-Free Unsupervised Domain Adaptation Bin Pu, Xingguo Lv, Jiewen Yang, Xingbo Dong, Yiqun Lin, Shengli Li, Kenli Li, Xiaomeng Li
CVPR 2025 MuTri: Multi-View Tri-Alignment for OCT to OCTA 3D Image Translation Zhuangzhuang Chen, Hualiang Wang, Chubin Ou, Xiaomeng Li
ICCV 2025 Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction Haonan Wang, Qixiang Zhang, Lehan Wang, Xuanqi Huang, Xiaomeng Li
ICCV 2025 Token Activation mAP to Visually Explain Multimodal LLMs Yi Li, Hualiang Wang, Xinpeng Ding, Haonan Wang, Xiaomeng Li
NeurIPS 2025 ZEBRA: Towards Zero-Shot Cross-Subject Generalization for Universal Brain Visual Decoding Haonan Wang, Jingyu Lu, Hongrui Li, Xiaomeng Li
CVPR 2024 AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation Haonan Wang, Qixiang Zhang, Yi Li, Xiaomeng Li
NeurIPS 2024 Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding Jiewen Yang, Yiqun Lin, Bin Pu, Xiaomeng Li
CVPR 2024 C^2RV: Cross-Regional and Cross-View Learning for Sparse-View CBCT Reconstruction Yiqun Lin, Jiewen Yang, Hualiang Wang, Xinpeng Ding, Wei Zhao, Xiaomeng Li
ECCV 2024 CardiacNet: Learning to Reconstruct Abnormalities for Cardiac Disease Assessment from Echocardiogram Videos Jiewen Yang, Yiqun Lin, Bin Pu, Jiarong Guo, Xiaowei Xu, Xiaomeng Li
ICLR 2024 Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations Xinyue Xu, Yi Qin, Lu Mi, Hao Wang, Xiaomeng Li
NeurIPSW 2024 Energy-Based Conceptual Diffusion Model Yi Qin, Xinyue Xu, Hao Wang, Xiaomeng Li
CVPR 2024 Holistic Autonomous Driving Understanding by Bird's-Eye-View Injected Multi-Modal Large Models Xinpeng Ding, Jianhua Han, Hang Xu, Xiaodan Liang, Wei Zhang, Xiaomeng Li
TMLR 2024 Learning Unlabeled Clients Divergence for Federated Semi-Supervised Learning via Anchor Model Aggregation Marawan Elbatel, Hualiang Wang, Jixiang Chen, Hao Wang, Xiaomeng Li
CVPR 2024 M3-UDA: A New Benchmark for Unsupervised Domain Adaptive Fetal Cardiac Structure Detection Bin Pu, Liwen Wang, Jiewen Yang, Guannan He, Xingbo Dong, Shengli Li, Ying Tan, Ming Chen, Zhe Jin, Kenli Li, Xiaomeng Li
ECCV 2024 Teach CLIP to Develop a Number Sense for Ordinal Regression Yao Du, Qiang Zhai, Weihang Dai, Xiaomeng Li
NeurIPS 2024 Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang, Fabian Isensee, Zifu Wang, Jieneng Chen, Yu-Cheng Chou, Saikat Roy, Yannick Kirchhoff, Maximilian Rokuss, Ziyan Huang, Jin Ye, Junjun He, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Klaus H. Maier-Hein, Paul Jaeger, Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia, Zhaohu Xing, Lei Zhu, Yousef Sadegheih, Afshin Bozorgpour, Pratibha Kumari, Reza Azad, Dorit Merhof, Pengcheng Shi, Ting Ma, Yuxin Du, Fan Bai, Tiejun Huang, Bo Zhao, Haonan Wang, Xiaomeng Li, Hanxue Gu, Haoyu Dong, Jichen Yang, Maciej A. Mazurowski, Saumya Gupta, Linshan Wu, Jiaxin Zhuang, Hao Chen, Holger Roth, Daguang Xu, Matthew B. Blaschko, Sergio Decherchi, Andrea Cavalli, Alan L. Yuille, Zongwei Zhou
ICML 2024 Unsupervised Domain Adaptation for Anatomical Structure Detection in Ultrasound Images Bin Pu, Xingguo Lv, Jiewen Yang, He Guannan, Xingbo Dong, Yiqun Lin, Li Shengli, Tan Ying, Liu Fei, Ming Chen, Zhe Jin, Kenli Li, Xiaomeng Li
ICCV 2023 CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No Hualiang Wang, Yi Li, Huifeng Yao, Xiaomeng Li
ICCV 2023 GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation Jiewen Yang, Xinpeng Ding, Ziyang Zheng, Xiaowei Xu, Xiaomeng Li
NeurIPS 2023 Semi-Supervised Contrastive Learning for Deep Regression with Ordinal Rankings from Spectral Seriation Weihang Dai, Yao Du, Hanru Bai, Kwang-Ting Cheng, Xiaomeng Li
AAAI 2023 Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks Weihang Dai, Xiaomeng Li, Kwang-Ting Cheng
NeurIPS 2023 Towards Distribution-Agnostic Generalized Category Discovery Jianhong Bai, Zuozhu Liu, Hualiang Wang, Ruizhe Chen, Lianrui Mu, Xiaomeng Li, Joey Tianyi Zhou, Yang Feng, Jian Wu, Haoji Hu
NeurIPS 2023 Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation Haonan Wang, Xiaomeng Li
AAAI 2022 Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation Huifeng Yao, Xiaowei Hu, Xiaomeng Li
ECCV 2022 Learning Shadow Correspondence for Video Shadow Detection Xinpeng Ding, Jingwen Yang, Xiaowei Hu, Xiaomeng Li
CVPR 2022 RSCFed: Random Sampling Consensus Federated Semi-Supervised Learning Xiaoxiao Liang, Yiqun Lin, Huazhu Fu, Lei Zhu, Xiaomeng Li
AAAI 2022 Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation Jiacheng Wang, Xiaomeng Li, Yiming Han, Jing Qin, Liansheng Wang, Qichao Zhou
AAAI 2022 Uncertainty Estimation via Response Scaling for Pseudo-Mask Noise Mitigation in Weakly-Supervised Semantic Segmentation Yi Li, Yiqun Duan, Zhanghui Kuang, Yimin Chen, Wayne Zhang, Xiaomeng Li
ICCV 2021 Support-Set Based Cross-Supervision for Video Grounding Xinpeng Ding, Nannan Wang, Shiwei Zhang, De Cheng, Xiaomeng Li, Ziyuan Huang, Mingqian Tang, Xinbo Gao