Munan Ning

47 papers A* 5A 1B 1Journal 28Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
CoT-lized Diffusion: Let's Reinforce T2I Generation Step-by-step.
CoRR
Zheyuan Liu, Munan Ning, Qihui Zhang, Shuo Yang, Zhongrui Wang, Yiwei Yang, Xianzhe Xu, Yibing Song, Weihua Chen, Fan Wang, Li Yuan
2025 J jnl
GPT as a Monte Carlo Language Tree: A Probabilistic Perspective.
CoRR
Kun-Peng Ning, Jia-Yu Yao, Yu-Yang Liu, Munan Ning, Li Yuan
2025 A conf
OpenDUN: To Discover Unknown Number of Visual Categories.
ICME
Sik Chit Wu, Munan Ning, Dong Wei, Yefeng Zheng, Donghuan Lu, Li Yuan
2025 A* conf
UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation.
CVPR
Qihui Zhang, Munan Ning, Zheyuan Liu, Yue Huang, Shuo Yang, Yanbo Wang, Jiayi Ye, Xiao Chen, Yibing Song, Li Yuan
2025 J jnl
UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation.
CoRR
Qihui Zhang, Munan Ning, Zheyuan Liu, Yanbo Wang, Jiayi Ye, Yue Huang, Shuo Yang, Xiao Chen, Yibing Song, Li Yuan
2025 J jnl
WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation.
CoRR
Yuwei Niu, Munan Ning, Mengren Zheng, Bin Lin, Peng Jin, Jiaqi Liao, Kun-Peng Ning, Bin Zhu, Li Yuan
2024 J jnl
An Organ-Aware Diagnosis Framework for Radiology Report Generation.
IEEE Trans. Medical Imaging
Shiyu Li, Pengchong Qiao, Lin Wang, Munan Ning, Li Yuan, Yefeng Zheng, Jie Chen
2024 J jnl
LLMBind: A Unified Modality-Task Integration Framework.
CoRR
Bin Zhu, Peng Jin, Munan Ning, Bin Lin, Jinfa Huang, Qi Song, Jiaxi Cui, Junwu Zhang, Zhenyu Tang, Mingjun Pan, Xing Zhou, Li Yuan
2024 A* conf
LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment.
ICLR
Bin Zhu, Bin Lin, Munan Ning, Yang Yan, Jiaxi Cui, Hongfa Wang, Yatian Pang, Wenhao Jiang, Junwu Zhang, Zongwei Li, Caiwan Zhang, Zhifeng Li, Wei Liu, Li Yuan
2024 J jnl
MoE-LLaVA: Mixture of Experts for Large Vision-Language Models.
CoRR
Bin Lin, Zhenyu Tang, Yang Ye, Jiaxi Cui, Bin Zhu, Peng Jin, Junwu Zhang, Munan Ning, Li Yuan
2024 — conf
Repaint123: Fast and High-Quality One Image to 3D Generation with Progressive Controllable Repainting.
ECCV (25)
Junwu Zhang, Zhenyu Tang, Yatian Pang, Xinhua Cheng, Peng Jin, Yida Wei, Xing Zhou, Munan Ning, Li Yuan
2024 J jnl
Self-architectural knowledge distillation for spiking neural networks.
Neural Networks
Haonan Qiu, Munan Ning, Zeyin Song, Wei Fang, Yanqi Chen, Tao Sun, Zhengyu Ma, Li Yuan, Yonghong Tian
2024 — conf
Temporal Contrastive Learning for Spiking Neural Networks.
ICANN (10)
Haonan Qiu, Zeyin Song, Yanqi Chen, Munan Ning, Wei Fang, Tao Sun, Zhengyu Ma, Li Yuan, Yonghong Tian
2024 J jnl
Unsupervised Domain Adaptation for Medical Image Segmentation by Disentanglement Learning and Self-Training.
IEEE Trans. Medical Imaging
Qingsong Xie, Yuexiang Li, Nanjun He, Munan Ning, Kai Ma, Guoxing Wang, Yong Lian, Yefeng Zheng
2024 A* conf
Video-LLaVA: Learning United Visual Representation by Alignment Before Projection.
EMNLP
Bin Lin, Yang Ye, Bin Zhu, Jiaxi Cui, Munan Ning, Peng Jin, Li Yuan
2023 — conf
A Model-Agnostic Framework for Universal Anomaly Detection of Multi-organ and Multi-modal Images.
MICCAI (3)
Yinghao Zhang, Donghuan Lu, Munan Ning, Liansheng Wang, Dong Wei, Yefeng Zheng
2023 J jnl
Album Storytelling with Iterative Story-aware Captioning and Large Language Models.
CoRR
Munan Ning, Yujia Xie, Dongdong Chen, Zeyin Song, Lu Yuan, Yonghong Tian, Qixiang Ye, Li Yuan
2023 J jnl
ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation.
CoRR
Dongxu Yue, Qin Guo, Munan Ning, Jiaxi Cui, Yuesheng Zhu, Li Yuan
2023 J jnl
LLM Lies: Hallucinations are not Bugs, but Features as Adversarial Examples.
CoRR
Jia-Yu Yao, Kun-Peng Ning, Zhen-Hui Liu, Munan Ning, Li Yuan
2023 J jnl
LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment.
CoRR
Bin Zhu, Bin Lin, Munan Ning, Yang Yan, Jiaxi Cui, Hongfa Wang, Yatian Pang, Wenhao Jiang, Junwu Zhang, Zongwei Li, Wancai Zhang, Zhifeng Li, Wei Liu, Li Yuan
2023 J jnl
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation.
CoRR
Munan Ning, Donghuan Lu, Yujia Xie, Dongdong Chen, Dong Wei, Yefeng Zheng, Yonghong Tian, Shuicheng Yan, Li Yuan
2023 J jnl
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Munan Ning, Donghuan Lu, Yujia Xie, Dongdong Chen, Dong Wei, Yefeng Zheng, Yonghong Tian, Shuicheng Yan, Li Yuan
2023 J jnl
MIL-ViT: A multiple instance vision transformer for fundus image classification.
J. Vis. Commun. Image Represent.
Qi Bi, Xu Sun, Shuang Yu, Kai Ma, Cheng Bian, Munan Ning, Nanjun He, Yawen Huang, Yuexiang Li, Hanruo Liu, Yefeng Zheng
2023 J jnl
Repaint123: Fast and High-quality One Image to 3D Generation with Progressive Controllable 2D Repainting.
CoRR
Junwu Zhang, Zhenyu Tang, Yatian Pang, Xinhua Cheng, Peng Jin, Yida Wei, Munan Ning, Li Yuan
2023 J jnl
Temporal Contrastive Learning for Spiking Neural Networks.
CoRR
Haonan Qiu, Zeyin Song, Yanqi Chen, Munan Ning, Wei Fang, Tao Sun, Zhengyu Ma, Li Yuan, Yonghong Tian
2023 J jnl
Video-Bench: A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models.
CoRR
Munan Ning, Bin Zhu, Yujia Xie, Bin Lin, Jiaxi Cui, Lu Yuan, Dongdong Chen, Li Yuan
2023 J jnl
Video-LLaVA: Learning United Visual Representation by Alignment Before Projection.
CoRR
Bin Lin, Yang Ye, Bin Zhu, Jiaxi Cui, Munan Ning, Peng Jin, Li Yuan
2022 — conf
An Inclusive Task-Aware Framework for Radiology Report Generation.
MICCAI (8)
Lin Wang, Munan Ning, Donghuan Lu, Dong Wei, Yefeng Zheng, Jie Chen
2022 — conf
Deformer: Towards Displacement Field Learning for Unsupervised Medical Image Registration.
MICCAI (6)
Jiashun Chen, Donghuan Lu, Yu Zhang, Dong Wei, Munan Ning, Xinyu Shi, Zhe Xu, Yefeng Zheng
2022 J jnl
Deformer: Towards Displacement Field Learning for Unsupervised Medical Image Registration.
CoRR
Jiashun Chen, Donghuan Lu, Yu Zhang, Dong Wei, Munan Ning, Xinyu Shi, Zhe Xu, Yefeng Zheng
2022 — conf
Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation.
ECCV (20)
Xinyu Shi, Dong Wei, Yu Zhang, Donghuan Lu, Munan Ning, Jiashun Chen, Kai Ma, Yefeng Zheng
2022 J jnl
Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation.
CoRR
Xinyu Shi, Dong Wei, Yu Zhang, Donghuan Lu, Munan Ning, Jiashun Chen, Kai Ma, Yefeng Zheng
2022 — conf
Multiscale Unsupervised Retinal Edema Area Segmentation in OCT Images.
MICCAI (2)
Wenguang Yuan, Donghuan Lu, Dong Wei, Munan Ning, Yefeng Zheng
2021 — conf
A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework.
IPMI
Munan Ning, Cheng Bian, Dong Wei, Shuang Yu, Chenglang Yuan, Yaohua Wang, Yang Guo, Kai Ma, Yefeng Zheng
2021 J jnl
A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework.
CoRR
Munan Ning, Cheng Bian, Dong Wei, Chenglang Yuan, Yaohua Wang, Yang Guo, Kai Ma, Yefeng Zheng
2021 — conf
MIL-VT: Multiple Instance Learning Enhanced Vision Transformer for Fundus Image Classification.
MICCAI (8)
Shuang Yu, Kai Ma, Qi Bi, Cheng Bian, Munan Ning, Nanjun He, Yuexiang Li, Hanruo Liu, Yefeng Zheng
2021 A* conf
Multi-Anchor Active Domain Adaptation for Semantic Segmentation.
ICCV
Munan Ning, Donghuan Lu, Dong Wei, Cheng Bian, Chenglang Yuan, Shuang Yu, Kai Ma, Yefeng Zheng
2021 J jnl
Multi-Anchor Active Domain Adaptation for Semantic Segmentation.
CoRR
Munan Ning, Donghuan Lu, Dong Wei, Cheng Bian, Chenglang Yuan, Shuang Yu, Kai Ma, Yefeng Zheng
2020 — conf
A Macro-Micro Weakly-Supervised Framework for AS-OCT Tissue Segmentation.
MICCAI (5)
Munan Ning, Cheng Bian, Donghuan Lu, Hong-Yu Zhou, Shuang Yu, Chenglang Yuan, Yang Guo, Yaohua Wang, Kai Ma, Yefeng Zheng
2020 J jnl
A Macro-Micro Weakly-supervised Framework for AS-OCT Tissue Segmentation.
CoRR
Munan Ning, Cheng Bian, Donghuan Lu, Hong-Yu Zhou, Shuang Yu, Chenglang Yuan, Yang Guo, Yaohua Wang, Kai Ma, Yefeng Zheng
2020 J jnl
Deviation based clustering for unsupervised person re-identification.
Pattern Recognit. Lett.
Munan Ning, Kaiwei Zeng, Yang Guo, Yaohua Wang
2020 J jnl
Energy clustering for unsupervised person re-identification.
Image Vis. Comput.
Kaiwei Zeng, Munan Ning, Yaohua Wang, Yang Guo
2020 — conf
Ensembled ResUnet for Anatomical Brain Barriers Segmentation.
MICCAI (Challenges)
Munan Ning, Cheng Bian, Chenglang Yuan, Kai Ma, Yefeng Zheng
2020 J jnl
Ensembled ResUnet for Anatomical Brain Barriers Segmentation.
CoRR
Munan Ning, Cheng Bian, Chenglang Yuan, Kai Ma, Yefeng Zheng
2020 A* conf
Hierarchical Clustering With Hard-Batch Triplet Loss for Person Re-Identification.
CVPR
Kaiwei Zeng, Munan Ning, Yaohua Wang, Yang Guo
2017 — conf
3D Deeply-Supervised U-Net Based Whole Heart Segmentation.
STACOM@MICCAI
Qianqian Tong, Munan Ning, Weixin Si, Xiangyun Liao, Jing Qin
2017 B conf
A joint multi-scale convolutional network for fully automatic segmentation of the left ventricle.
ICIP
Qianqian Tong, Zhiyong Yuan, Xiangyun Liao, Mianlun Zheng, Weixu Zhu, Guian Zhang, Munan Ning