A joint multi-scale convolutional network for fully automatic segmentation of the left ventricle. - Qianqian Tong; Zhiyong Yuan; Xiangyun Liao; Mianlun Zheng; Weixu Zhu; Guian Zhang; Munan Ning (ICIP, 2017)

3D Deeply-Supervised U-Net Based Whole Heart Segmentation. - Qianqian Tong; Munan Ning; Weixin Si; Xiangyun Liao; Jing Qin 001 (STACOM@MICCAI, 2017)

Hierarchical Clustering With Hard-Batch Triplet Loss for Person Re-Identification. - Kaiwei Zeng; Munan Ning; Yaohua Wang; Yang Guo 003 (CVPR, 2020)

A Macro-Micro Weakly-Supervised Framework for AS-OCT Tissue Segmentation. - Munan Ning; Cheng Bian; Donghuan Lu; Hong-Yu Zhou; Shuang Yu; Chenglang Yuan; Yang Guo 003; Yaohua Wang; Kai Ma 002; Yefeng Zheng 001 (MICCAI (5), 2020)

Ensembled ResUnet for Anatomical Brain Barriers Segmentation. - Munan Ning; Cheng Bian; Chenglang Yuan; Kai Ma 002; Yefeng Zheng 001 (MICCAI (Challenges), 2020)

Energy clustering for unsupervised person re-identification. - Kaiwei Zeng; Munan Ning; Yaohua Wang; Yang Guo 003 (Image Vis. Comput., 2020)

Deviation based clustering for unsupervised person re-identification. - Munan Ning; Kaiwei Zeng; Yang Guo 003; Yaohua Wang (Pattern Recognit. Lett., 2020)

Multi-Anchor Active Domain Adaptation for Semantic Segmentation. - Munan Ning; Donghuan Lu; Dong Wei 004; Cheng Bian; Chenglang Yuan; Shuang Yu; Kai Ma 002; Yefeng Zheng 001 (ICCV, 2021)

A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework. - Munan Ning; Cheng Bian; Dong Wei 004; Shuang Yu; Chenglang Yuan; Yaohua Wang; Yang Guo 003; Kai Ma 002; Yefeng Zheng 001 (IPMI, 2021)

MIL-VT: Multiple Instance Learning Enhanced Vision Transformer for Fundus Image Classification. - Shuang Yu; Kai Ma 002; Qi Bi; Cheng Bian; Munan Ning; Nanjun He; Yuexiang Li; Hanruo Liu; Yefeng Zheng 001 (MICCAI (8), 2021)

A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework. - Munan Ning; Cheng Bian; Dong Wei 004; Chenglang Yuan; Yaohua Wang; Yang Guo 003; Kai Ma 002; Yefeng Zheng 001 (CoRR, 2021)

Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation. - Xinyu Shi; Dong Wei 004; Yu Zhang 185; Donghuan Lu; Munan Ning; Jiashun Chen; Kai Ma 002; Yefeng Zheng 001 (ECCV (20), 2022)

Deformer: Towards Displacement Field Learning for Unsupervised Medical Image Registration. - Jiashun Chen; Donghuan Lu; Yu Zhang 185; Dong Wei 004; Munan Ning; Xinyu Shi; Zhe Xu; Yefeng Zheng 001 (MICCAI (6), 2022)

An Inclusive Task-Aware Framework for Radiology Report Generation. - Lin Wang 026; Munan Ning; Donghuan Lu; Dong Wei 004; Yefeng Zheng 001; Jie Chen 001 (MICCAI (8), 2022)

Multiscale Unsupervised Retinal Edema Area Segmentation in OCT Images. - Wenguang Yuan; Donghuan Lu; Dong Wei 004; Munan Ning; Yefeng Zheng 001 (MICCAI (2), 2022)

A Model-Agnostic Framework for Universal Anomaly Detection of Multi-organ and Multi-modal Images. - Yinghao Zhang; Donghuan Lu; Munan Ning; Liansheng Wang; Dong Wei 004; Yefeng Zheng 001 (MICCAI (3), 2023)

Album Storytelling with Iterative Story-aware Captioning and Large Language Models. - Munan Ning; Yujia Xie; Dongdong Chen 001; Zeyin Song; Lu Yuan; Yonghong Tian 001; Qixiang Ye; Li Yuan 007 (CoRR, 2023)

ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation. - Dongxu Yue; Qin Guo; Munan Ning; Jiaxi Cui; Yuesheng Zhu; Li Yuan 007 (CoRR, 2023)

LLM Lies: Hallucinations are not Bugs, but Features as Adversarial Examples. - Jia-Yu Yao; Kun-Peng Ning; Zhen-Hui Liu; Munan Ning; Li Yuan (CoRR, 2023)

LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment. - Bin Zhu; Bin Lin 014; Munan Ning; Yang Yan; Jiaxi Cui; Hongfa Wang; Yatian Pang; Wenhao Jiang; Junwu Zhang; Zongwei Li; Wancai Zhang; Zhifeng Li 001; et al. (CoRR, 2023)

Video-Bench: A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models. - Munan Ning; Bin Zhu; Yujia Xie; Bin Lin 014; Jiaxi Cui; Lu Yuan; Dongdong Chen 001; Li Yuan 007 (CoRR, 2023)

Repaint123: Fast and High-quality One Image to 3D Generation with Progressive Controllable 2D Repainting. - Junwu Zhang; Zhenyu Tang 004; Yatian Pang; Xinhua Cheng; Peng Jin 001; Yida Wei; Munan Ning; Li Yuan 007 (CoRR, 2023)

MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation. - Munan Ning; Donghuan Lu; Yujia Xie; Dongdong Chen 001; Dong Wei 004; Yefeng Zheng 001; Yonghong Tian 001; Shuicheng Yan; Li Yuan 007 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

MIL-ViT: A multiple instance vision transformer for fundus image classification. - Qi Bi; Xu Sun 006; Shuang Yu; Kai Ma 002; Cheng Bian; Munan Ning; Nanjun He; Yawen Huang; Yuexiang Li; Hanruo Liu; Yefeng Zheng 001 (J. Vis. Commun. Image Represent., 2023)

Repaint123: Fast and High-Quality One Image to 3D Generation with Progressive Controllable Repainting. - Junwu Zhang; Zhenyu Tang 004; Yatian Pang; Xinhua Cheng; Peng Jin 001; Yida Wei; Xing Zhou; Munan Ning; Li Yuan 007 (ECCV (25), 2024)

Video-LLaVA: Learning United Visual Representation by Alignment Before Projection. - Bin Lin 014; Yang Ye; Bin Zhu; Jiaxi Cui; Munan Ning; Peng Jin 001; Li Yuan 007 (EMNLP, 2024)

Temporal Contrastive Learning for Spiking Neural Networks. - Haonan Qiu; Zeyin Song; Yanqi Chen; Munan Ning; Wei Fang 006; Tao Sun; Zhengyu Ma; Li Yuan 007; Yonghong Tian 001 (ICANN (10), 2024)

LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment. - Bin Zhu; Bin Lin 014; Munan Ning; Yang Yan; Jiaxi Cui; Hongfa Wang; Yatian Pang; Wenhao Jiang; Junwu Zhang; Zongwei Li; Caiwan Zhang; Zhifeng Li 001; et al. (ICLR, 2024)

MoE-LLaVA: Mixture of Experts for Large Vision-Language Models. - Bin Lin 014; Zhenyu Tang 004; Yang Ye; Jiaxi Cui; Bin Zhu; Peng Jin 001; Junwu Zhang; Munan Ning; Li Yuan 007 (CoRR, 2024)

LLMBind: A Unified Modality-Task Integration Framework. - Bin Zhu; Peng Jin 001; Munan Ning; Bin Lin 014; Jinfa Huang; Qi Song 003; Jiaxi Cui; Junwu Zhang; Zhenyu Tang 004; Mingjun Pan; Xing Zhou; Li Yuan 007 (CoRR, 2024)

Self-architectural knowledge distillation for spiking neural networks. - Haonan Qiu; Munan Ning; Zeyin Song; Wei Fang 006; Yanqi Chen; Tao Sun; Zhengyu Ma; Li Yuan 007; Yonghong Tian 001 (Neural Networks, 2024)

Unsupervised Domain Adaptation for Medical Image Segmentation by Disentanglement Learning and Self-Training. - Qingsong Xie; Yuexiang Li; Nanjun He; Munan Ning; Kai Ma 002; Guoxing Wang; Yong Lian 001; Yefeng Zheng 001 (IEEE Trans. Medical Imaging, 2024)

An Organ-Aware Diagnosis Framework for Radiology Report Generation. - Shiyu Li; Pengchong Qiao; Lin Wang 026; Munan Ning; Li Yuan 007; Yefeng Zheng 001; Jie Chen 001 (IEEE Trans. Medical Imaging, 2024)

UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation. - Qihui Zhang; Munan Ning; Zheyuan Liu 012; Yue Huang 001; Shuo Yang; Yanbo Wang 005; Jiayi Ye; Xiao Chen; Yibing Song; Li Yuan 007 (CVPR, 2025)

WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation. - Yuwei Niu; Munan Ning; Mengren Zheng; Bin Lin 014; Peng Jin 001; Jiaqi Liao; Kun-Peng Ning; Bin Zhu; Li Yuan 007 (CoRR, 2025)

CoT-lized Diffusion: Let's Reinforce T2I Generation Step-by-step. - Zheyuan Liu 012; Munan Ning; Qihui Zhang; Shuo Yang; Zhongrui Wang; Yiwei Yang 007; Xianzhe Xu; Yibing Song; Weihua Chen; Fan Wang; Li Yuan 007 (CoRR, 2025)