Liu, Ming

62 publications

ICLR 2025 Effective Interplay Between Sparsity and Quantization: From Theory to Practice Simla Burcu Harma, Ayan Chakraborty, Elizaveta Kostenok, Danila Mishin, Dongho Ha, Babak Falsafi, Martin Jaggi, Ming Liu, Yunho Oh, Suvinay Subramanian, Amir Yazdanbakhsh

ICCV 2025 FICGen: Frequency-Inspired Contextual Disentanglement for Layout-Driven Degraded Image Generation Wenzhuang Wang, Yifan Zhao, Mingcan Ma, Ming Liu, Zhonglin Jiang, Yong Chen, Jia Li

ICLR 2025 Improved Diffusion-Based Generative Model with Better Adversarial Robustness Zekun Wang, Mingyang Yi, Shuchen Xue, Zhenguo Li, Ming Liu, Bing Qin, Zhi-Ming Ma

ICCV 2025 Integrating Visual Interpretation and Linguistic Reasoning for Geometric Problem Solving Zixian Guo, Ming Liu, Qilong Wang, Zhilong Ji, Jinfeng Bai, Lei Zhang, Wangmeng Zuo

ICLR 2025 Is Your Video Language Model a Reliable Judge? Ming Liu, Wensheng Zhang

CVPRW 2025 NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results Zheng Chen, Jingkai Wang, Kai Liu, Jue Gong, Lei Sun, Zongwei Wu, Radu Timofte, Yulun Zhang, Jianxing Zhang, Jinlong Wu, Jun Wang, Zheng Xie, Hakjae Jeon, Suejin Han, Hyung-Ju Chun, Hyunhee Park, Zhicun Yin, Junjie Chen, Ming Liu, Xiaoming Li, Chao Zhou, Wangmeng Zuo, Weixia Zhang, Dingquan Li, Kede Ma, Yun Zhang, Zhuofan Zheng, Yuyue Liu, Shizhen Tang, Zihao Zhang, Yi Ning, Hao Jiang, Wenjie An, Kangmeng Yu, Chenyang Wang, Kui Jiang, Xianming Liu, Junjun Jiang, Yingfu Zhang, Gang He, Siqi Wang, Kepeng Xu, Zhenyang Liu, Changxin Zhou, Shanlan Shen, Yubo Duan, Yiang Chen, Jin Guo, Mengru Yang, Jen-Wei Lee, Chia-Ming Lee, Chih-Chung Hsu, Hu Peng, Chunming He

NeurIPS 2025 On Fairness of Unified Multimodal Large Language Model for Image Generation Ming Liu, Hao Chen, Jindong Wang, Liwen Wang, Bhiksha Raj, Wensheng Zhang

AAAI 2025 Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Tao He, Lizi Liao, Yixin Cao, Yuanxing Liu, Yiheng Sun, Zerui Chen, Ming Liu, Bing Qin

ICCV 2025 Triad: Empowering LMM-Based Anomaly Detection with Expert-Guided Region-of-Interest Tokenizer and Manufacturing Process Yuanze Li, Shihao Yuan, Haolin Wang, Qizhang Li, Ming Liu, Chen Xu, Guangming Shi, Wangmeng Zuo

NeurIPS 2024 Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation Jingchang Chen, Hongxuan Tang, Zheng Chu, Qianglong Chen, Zekun Wang, Ming Liu, Bing Qin

ECCV 2024 GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detection Hang Yao, Ming Liu, Zhicun Yin, Zifei Yan, Xiaopeng Hong, Wangmeng Zuo

IJCAI 2024 GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension Jiafeng Liang, Shixin Jiang, Zekun Wang, Haojie Pan, Zerui Chen, Zheng Chu, Ming Liu, Ruiji Fu, Zhongyuan Wang, Bing Qin

IJCAI 2024 MGCBS: An Optimal and Efficient Algorithm for Solving Multi-Goal Multi-Agent Path Finding Problem Mingkai Tang, Yuanhang Li, Hongji Liu, Yingbing Chen, Ming Liu, Lujia Wang

CVPRW 2024 NTIRE 2024 Restore Any Image Model (RAIM) in the Wild Challenge Jie Liang, Radu Timofte, Qiaosi Yi, Shuaizheng Liu, Lingchen Sun, Rongyuan Wu, Xindong Zhang, Hui Zeng, Lei Zhang, Yibin Huang, Shuai Liu, Yongqiang Li, Chaoyu Feng, Xiaotao Wang, Lei Lei, Yuxiang Chen, Xiangyu Chen, Qiubo Chen, Fengyu Sun, Mengying Cui, Jiaxu Chen, Zhenyu Hu, Jingyun Liu, Wenzhuo Ma, Ce Wang, Hanyou Zheng, Wanjie Sun, Zhenzhong Chen, Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön, Xiong Dun, Pengzhou Ji, Yujie Xing, Xuquan Wang, Zhanshan Wang, Xinbin Cheng, Jun Xiao, Chenhang He, Xiuyuan Wang, Zhi-Song Liu, Zimeng Miao, Zhicun Yin, Ming Liu, Wangmeng Zuo, Shuai Li

ECCV 2024 SmartControl: Enhancing ControlNet for Handling Rough Visual Conditions Xiaoyu Liu, Yuxiang Wei, Ming Liu, Xianhui Lin, Peiran Ren, Xuansong Xie, Wangmeng Zuo

IJCAI 2023 A Survey on Out-of-Distribution Evaluation of Neural NLP Models Xinzhe Li, Ming Liu, Shang Gao, Wray L. Buntine

ICCV 2023 Beyond Image Borders: Learning Feature Extrapolation for Unbounded Image Composition Xiaoyu Liu, Ming Liu, Junyi Li, Shuai Liu, Xiaotao Wang, Lei Lei, Wangmeng Zuo

AAAI 2023 Enhanced Multi-Relationships Integration Graph Convolutional Network for Inferring Substitutable and Complementary Items Huajie Chen, Jiyuan He, Weisheng Xu, Tao Feng, Ming Liu, Tianyu Song, Runfeng Yao, Yuanyuan Qiao

ICCV 2023 Forecast-MAE: Self-Supervised Pre-Training for Motion Forecasting with Masked Autoencoders Jie Cheng, Xiaodong Mei, Ming Liu

IJCAI 2023 GTR: A Grafting-Then-Reassembling Framework for Dynamic Scene Graph Generation Jiafeng Liang, Yuxin Wang, Zekun Wang, Ming Liu, Ruiji Fu, Zhongyuan Wang, Bing Qin

CVPR 2023 Human Guided Ground-Truth Generation for Realistic Image Super-Resolution Du Chen, Jie Liang, Xindong Zhang, Ming Liu, Hui Zeng, Lei Zhang

ICCV 2023 MetaF2N: Blind Image Super-Resolution by Learning Efficient Model Adaptation from Faces Zhicun Yin, Ming Liu, Xiaoming Li, Hui Yang, Longan Xiao, Wangmeng Zuo

CVPR 2023 Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography Yue Cao, Ming Liu, Shuai Liu, Xiaotao Wang, Lei Lei, Wangmeng Zuo

IJCAI 2022 Cost Ensemble with Gradient Selecting for GANs Minghui Liu, Jiali Deng, Meiyi Yang, Xuan Cheng, Nianbo Liu, Ming Liu, Xiaomin Wang

CoRL 2022 Laplace Approximation Based Epistemic Uncertainty Estimation in 3D Object Detection Peng Yun, Ming Liu

ECCVW 2022 MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results Ruicheng Feng, Chongyi Li, Shangchen Zhou, Wenxiu Sun, Qingpeng Zhu, Jun Jiang, Qingyu Yang, Chen Change Loy, Jinwei Gu, Yurui Zhu, Xi Wang, Xueyang Fu, Xiaowei Hu, Jinfan Hu, Xina Liu, Xiangyu Chen, Chao Dong, Dafeng Zhang, Feiyu Huang, Shizhuo Liu, Xiaobing Wang, Zhezhu Jin, Xuhao Jiang, Guangqi Shao, Xiaotao Wang, Lei Lei, Zhao Zhang, Suiyi Zhao, Huan Zheng, Yangcheng Gao, Yanyan Wei, Jiahuan Ren, Tao Huang, Zhenxuan Fang, Mengluan Huang, Junwei Xu, Yong Zhang, Yuechi Yang, Qidi Shu, Zhiwen Yang, Shaocong Li, Mingde Yao, Ruikang Xu, Yuanshen Guan, Jie Huang, Zhiwei Xiong, Hangyan Zhu, Ming Liu, Shaohui Liu, Wangmeng Zuo, Zhuang Jia, Binbin Song, Ziqi Song, Guiting Mao, Ben Hou, Zhimou Liu, Yi Ke, Dengpei Ouyang, Dekui Han, Jinghao Zhang, Qi Zhu, Naishan Zheng, Feng Zhao, Wu Jin, Marcos V. Conde, Sabari Nathan, Radu Timofte, Tianyi Xu, Jun Xu, P. S. Hrishikesh, Densen Puthussery, C. V. Jiji, Biao Jiang, Yuhan Ding, WanZhang Li, Xiaoyue Feng, Sijing Chen, Tianheng Zhong, Jiyang Lu, Hongming Chen, Zhentao Fan, Xiang Chen

ECCV 2022 Open-World Semantic Segmentation for LIDAR Point Clouds Jun Cen, Peng Yun, Shiwei Zhang, Junhao Cai, Di Luan, Mingqian Tang, Ming Liu, Michael Yu Wang

ECCV 2022 Point Cloud Compression with Range Image-Based Entropy Model for Autonomous Driving Sukai Wang, Ming Liu

ECCVW 2022 Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report Marcos V. Conde, Radu Timofte, Yibin Huang, Jingyang Peng, Chang Chen, Cheng Li, Eduardo Pérez-Pellitero, Fenglong Song, Furui Bai, Shuai Liu, Chaoyu Feng, Xiaotao Wang, Lei Lei, Yu Zhu, Chenghua Li, Yingying Jiang, Yong A, Peisong Wang, Cong Leng, Jian Cheng, Xiaoyu Liu, Zhicun Yin, Zhilu Zhang, Junyi Li, Ming Liu, Wangmeng Zuo, Jun Jiang, Jinha Kim, Yue Zhang, Beiji Zou, Zhikai Zong, Xiaoxiao Liu, Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Furkan Kinli, Baris Özcan, Furkan Kiraç, Li Leyi, S. M. Nadim Uddin, Dipon Kumar Ghosh, Yong Ju Jung

NeurIPS 2022 Self-Supervised Image Restoration with Blurry and Noisy Pairs Zhilu Zhang, RongJian Xu, Ming Liu, Zifei Yan, Wangmeng Zuo

CVPR 2021 Activate or Not: Learning Customized Activation Ningning Ma, Xiangyu Zhang, Ming Liu, Jian Sun

CVPRW 2021 Comparing Representations in Tracking for Event Camera-Based SLAM Jianhao Jiao, Huaiyang Huang, Liang Li, Zhijian He, Yilong Zhu, Ming Liu

ICCV 2021 Deep Metric Learning for Open World Semantic Segmentation Jun Cen, Peng Yun, Junhao Cai, Michael Yu Wang, Ming Liu

CVPRW 2021 End-to-End Interactive Prediction and Planning with Optical Flow Distillation for Autonomous Driving Hengli Wang, Peide Cai, Rui Fan, Yuxiang Sun, Ming Liu

ICCV 2021 Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision Zhilu Zhang, Haolin Wang, Ming Liu, Ruohao Wang, Jiawei Zhang, Wangmeng Zuo

ICCVW 2021 VisDrone-CC2021: The Vision Meets Drone Crowd Counting Challenge Results Zhihao Liu, Zhijian He, Lujia Wang, Wenguan Wang, Yixuan Yuan, Dingwen Zhang, Jinglin Zhang, Pengfei Zhu, Luc Van Gool, Junwei Han, Steven C. H. Hoi, Qinghua Hu, Ming Liu, Junwen Pan, Baoqun Yin, Binyu Zhang, Chengxin Liu, Ding Ding, Dingkang Liang, Guanchen Ding, Hao Lu, Hui Lin, Jingyuan Chen, Jiong Li, Liang Liu, Lin Zhou, Min Shi, Qianqian Yang, Qing He, Sifan Peng, Wei Xu, Wenwei Han, Xiang Bai, Xiwu Chen, Yabin Wang, Yinfeng Xia, Yiran Tao, Zhenzhong Chen, Zhiguo Cao

ICCVW 2021 VisDrone-DET2021: The Vision Meets Drone Object Detection Challenge Results Yaru Cao, Zhijian He, Lujia Wang, Wenguan Wang, Yixuan Yuan, Dingwen Zhang, Jinglin Zhang, Pengfei Zhu, Luc Van Gool, Junwei Han, Steven C. H. Hoi, Qinghua Hu, Ming Liu, Chong Cheng, Fanfan Liu, Guojin Cao, Guozhen Li, Hongkai Wang, Jianye He, Junfeng Wan, Qi Wan, Qi Zhao, Shuchang Lyu, Wenzhe Zhao, Xiaoqiang Lu, Xingkui Zhu, Yingjie Liu, Yixuan Lv, Yujing Ma, Yuting Yang, Zhe Wang, Zhenyu Xu, Zhipeng Luo, Zhimin Zhang, Zhiguang Zhang, Zihao Li, Zixiao Zhang

ICCVW 2021 VisDrone-MOT2021: The Vision Meets Drone Multiple Object Tracking Challenge Results Guanlin Chen, Wenguan Wang, Zhijian He, Lujia Wang, Yixuan Yuan, Dingwen Zhang, Jinglin Zhang, Pengfei Zhu, Luc Van Gool, Junwei Han, Steven Chu-Hong Hoi, Qinghua Hu, Ming Liu, Andrea Sciarrone, Chao Sun, Chiara Garibotto, Duong Nguyen-Ngoc Tran, Fabio Lavagetto, Halar Haleem, Hakki Motorcu, Hasan F. Ates, Huy-Hung Nguyen, Hyung-Joon Jeon, Igor Bisio, Jae Wook Jeon, Jiahao Li, Long Hoang Pham, Moongu Jeon, Qianyu Feng, Shengwen Li, Tai Huu-Phuong Tran, Xiao Pan, Young-Min Song, Yuehan Yao, Yunhao Du, Zhenyu Xu, Zhipeng Luo

ECCVW 2020 AIM 2020 Challenge on Learned Image Signal Processing Pipeline Andrey Ignatov, Radu Timofte, Zhilu Zhang, Ming Liu, Haolin Wang, Wangmeng Zuo, Jiawei Zhang, Ruimao Zhang, Zhanglin Peng, Sijie Ren, Linhui Dai, Xiaohong Liu, Chengqi Li, Jun Chen, Yuichi Ito, Bhavya Vasudeva, Puneesh Deora, Umapada Pal, Zhenyu Guo, Yu Zhu, Tian Liang, Chenghua Li, Cong Leng, Zhihong Pan, Baopu Li, Byung-Hoon Kim, Joonyoung Song, Jong Chul Ye, JaeHyun Baek, Magauiya Zhussip, Yeskendir Koishekenov, Hwechul Cho Ye, Xin Liu, Xueying Hu, Jun Jiang, Jinwei Gu, Kai Li, Pengliang Tang, Bingxin Hou

ECCV 2020 AMLN: Adversarial-Based Mutual Learning Network for Online Knowledge Distillation Xiaobing Zhang, Shijian Lu, Haigang Gong, Zhipeng Luo, Ming Liu

ECCVW 2020 ATG-PVD: Ticketing Parking Violations on a Drone Hengli Wang, Yuxuan Liu, Huaiyang Huang, Yuheng Pan, Wenbin Yu, Jialin Jiang, Dianbin Lyu, Mohammud Junaid Bocus, Ming Liu, Ioannis Pitas, Rui Fan

CoRL 2020 CoT-AMFlow: Adaptive Modulation Network with Co-Teaching Strategy for Unsupervised Optical Flow Estimation Hengli Wang, Rui Fan, Ming Liu

ECCVW 2020 Deep Adaptive Inference Networks for Single Image Super-Resolution Ming Liu, Zhilu Zhang, Liya Hou, Wangmeng Zuo, Lei Zhang

AAAI 2020 Enhancing Personalized Trip Recommendation with Attractive Routes Jiqing Gu, Chao Song, Wenjun Jiang, Xiaomin Wang, Ming Liu

ECCV 2020 Learning Flow-Based Feature Warping for Face Frontalization with Illumination Inconsistent Supervision Yuxiang Wei, Ming Liu, Haolin Wang, Ruifeng Zhu, Guosheng Hu, Wangmeng Zuo

NeurIPS 2020 Pushing the Limits of Narrow Precision Inferencing at Cloud Scale with Microsoft Floating Point Bita Darvish Rouhani, Daniel Lo, Ritchie Zhao, Ming Liu, Jeremy Fowers, Kalin Ovtcharov, Anna Vinogradsky, Sarah Massengill, Lita Yang, Ray Bittner, Alessandro Forin, Haishan Zhu, Taesik Na, Prerak Patel, Shuai Che, Lok Chand Koppaka, Xia Song, Subhojit Som, Kaustav Das, Saurabh T, Steve Reinhardt, Sitaram Lanka, Eric Chung, Doug Burger

AAAI 2020 RobuTrans: A Robust Transformer-Based Text-to-Speech Model Naihan Li, Yanqing Liu, Yu Wu, Shujie Liu, Sheng Zhao, Ming Liu

ECCV 2020 SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace Detection Rui Fan, Hengli Wang, Peide Cai, Ming Liu

ECCV 2020 Unpaired Learning of Deep Image Denoising Xiaohe Wu, Ming Liu, Yue Cao, Dongwei Ren, Wangmeng Zuo

ECCVW 2020 We Learn Better Road Pothole Detection: From Attention Aggregation to Adversarial Domain Adaptation Rui Fan, Hengli Wang, Mohammud Junaid Bocus, Ming Liu

AAAI 2019 Neural Speech Synthesis with Transformer Network Naihan Li, Shujie Liu, Yanqing Liu, Sheng Zhao, Ming Liu

CVPRW 2019 Real-Time Dense Stereo Embedded in a UAV for Road Inspection Rui Fan, Jianhao Jiao, Jie Pan, Huaiyang Huang, Shaojie Shen, Ming Liu

AAAI 2019 Understanding Pictograph with Facial Features: End-to-End Sentence-Level Lip Reading of Chinese Xiaobing Zhang, Haigang Gong, Xili Dai, Fan Yang, Nianbo Liu, Ming Liu

ECCV 2018 Learning Warped Guidance for Blind Face Restoration Xiaoming Li, Ming Liu, Yuting Ye, Wangmeng Zuo, Liang Lin, Ruigang Yang

IJCAI 2018 Topic-to-Essay Generation with Neural Networks Xiaocheng Feng, Ming Liu, Jiahao Liu, Bing Qin, Yibo Sun, Ting Liu

AAAI 2016 Write-Righter: An Academic Writing Assistant System Yuanchao Liu, Xin Wang, Ming Liu, Xiaolong Wang

IJCAI 2015 VRCA: A Clustering Algorithm for Massive Amount of Texts Ming Liu, Lei Chen, Bingquan Liu, Xiaolong Wang

CVPR 2010 ARISTA - Image Search to Annotation on Billions of Web Photos Xin-Jing Wang, Lei Zhang, Ming Liu, Yi Li, Wei-Ying Ma

CVPR 2010 Isoperimetric Cut on a Directed Graph Mo Chen, Ming Liu, Jianzhuang Liu, Xiaoou Tang

CVPR 2008 Regression from Patch-Kernel Shuicheng Yan, Xi Zhou, Ming Liu, Mark Hasegawa-Johnson, Thomas S. Huang

CVPR 2007 Conformal Embedding Analysis with Local Graph Modeling on the Unit Hypersphere Yun Fu, Ming Liu, Thomas S. Huang

CVPR 2005 Audio-Visual Affect Recognition Through Multi-Stream Fused HMM for HCI Zhihong Zeng, Jilin Tu, Brian Pianfetti, Ming Liu, Tong Zhang, ZhenQiu Zhang, Thomas S. Huang, Stephen E. Levinson