Liu, Li

96 publications

ICLR 2025 Activation Gradient Based Poisoned Sample Detection Against Backdoor Attacks Danni Yuan, Mingda Zhang, Shaokui Wei, Li Liu, Baoyuan Wu

NeurIPS 2025 BackdoorDM: A Comprehensive Benchmark for Backdoor Learning on Diffusion Model Weilin Lin, Nanjun Zhou, Yanyun Wang, Jianze Li, Hui Xiong, Li Liu

AAAI 2025 Decomposing and Fusing Intra- and Inter-Sensor Spatio-Temporal Signal for Multi-Sensor Wearable Human Activity Recognition Haoyu Xie, Haoxuan Li, Chunyuan Zheng, Haonan Yuan, Guorui Liao, Jun Liao, Li Liu

ICCV 2025 Failure Cases Are Better Learned but Boundary Says Sorry: Facilitating Smooth Perception Change for Accuracy-Robustness Trade-Off in Adversarial Training Yanyun Wang, Li Liu

AAAI 2025 Few-Shot Audio-Visual Class-Incremental Learning with Temporal Prompting and Regularization Yawen Cui, Li Liu, Zitong Yu, Guanjie Huang, Xiaopeng Hong

AAAI 2025 Fusing Pruned and Backdoored Models: Optimal Transport-Based Data-Free Backdoor Mitigation Weilin Lin, Li Liu, Jianze Li, Hui Xiong

AAAI 2025 HiPoser: 3D Human Pose Estimation with Hierarchical Shared Learning at Parts-Level Using Inertial Measurement Units Guorui Liao, Chunyuan Zheng, Li Cheng, Haoyu Xie, Shanshan Huang, Jun Liao, Haoxuan Li, Li Liu

NeurIPS 2025 Luminance-Aware Statistical Quantization: Unsupervised Hierarchical Learning for Illumination Enhancement Derong Kong, Zhixiong Yang, Shengxi Li, Shuaifeng Zhi, Li Liu, Zhen Liu, Jingyuan Xia

AAAI 2025 Seeing Your Speech Style: A Novel Zero-Shot Identity-Disentanglement Face-Based Voice Conversion Yan Rong, Li Liu

ICCV 2025 StyleSRN: Scene Text Image Super-Resolution with Text Style Embedding Shengrong Yuan, Runmin Wang, Ke Hao, Xuqi Ma, Changxin Gao, Li Liu, Nong Sang

CVPR 2025 SuperLightNet: Lightweight Parameter Aggregation Network for Multimodal Brain Tumor Segmentation Feng Yu, Jiacheng Cao, Li Liu, Minghua Jiang

CVPR 2025 Text-Driven Fashion Image Editing with Compositional Concept Learning and Counterfactual Abduction Shanshan Huang, Haoxuan Li, Chunyuan Zheng, Mingyuan Ge, Wei Gao, Lei Wang, Li Liu

NeurIPS 2025 Traversal Verification for Speculative Tree Decoding Yepeng Weng, Qiao Hu, Xujie Chen, Li Liu, Dianwen Mei, Huishi Qiu, Jiang Tian, Zhongchao Shi

CVPR 2025 Visual Representation Learning Through Causal Intervention for Controllable Image Editing Shanshan Huang, Haoxuan Li, Chunyuan Zheng, Lei Wang, Guorui Liao, Zhili Gong, Huayi Yang, Li Liu

ICCV 2025 When Pixel Difference Patterns Meet ViT: PiDiViT for Few-Shot Object Detection Hongliang Zhou, Yongxiang Liu, Canyu Mo, Weijie Li, Bowen Peng, Li Liu

IJCAI 2024 Bridge to Non-Barrier Communication: Gloss-Prompted Fine-Grained Cued Speech Gesture Generation with Diffusion Model Wentao Lei, Li Liu, Jun Wang

ICLR 2024 DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation Bowen Yin, Xuying Zhang, Zhong-Yu Li, Li Liu, Ming-Ming Cheng, Qibin Hou

CVPR 2024 Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds Tianrui Lou, Xiaojun Jia, Jindong Gu, Li Liu, Siyuan Liang, Bangyan He, Xiaochun Cao

NeurIPS 2024 Right This Way: Can VLMs Guide Us to See More to Answer Questions? Li Liu, Diji Yang, Sijia Zhong, Kalyana Suma Sree Tholeti, Lei Ding, Yi Zhang, Leilani H. Gilpin

NeurIPS 2024 SARDet-100k: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection Yuxuan Li, Xiang Li, Weijie Li, Qibin Hou, Li Liu, Ming-Ming Cheng, Jian Yang

AAAI 2024 SENCR: A Span Enhanced Two-Stage Network with Counterfactual Rethinking for Chinese NER Hang Zheng, Qingsong Li, Shen Chen, Yuxuan Liang, Li Liu

CVPR 2024 SurroundSDF: Implicit 3D Scene Understanding Based on Signed Distance Field Lizhe Liu, Bohua Wang, Hongwei Xie, Daqi Liu, Li Liu, Zhiqiang Tian, Kuiyuan Yang, Bing Wang

NeurIPS 2024 Unveiling and Mitigating Backdoor Vulnerabilities Based on Unlearning Weight Changes and Backdoor Activeness Weilin Lin, Li Liu, Shaokui Wei, Jianze Li, Hui Xiong

NeurIPS 2024 WebUOT-1m: Advancing Deep Underwater Object Tracking with a Million-Scale Benchmark Chunhui Zhang, Li Liu, Guanjie Huang, Hao Wen, Xi Zhou, Yanfeng Wang

ICLR 2023 Evidential Uncertainty and Diversity Guided Active Learning for Scene Graph Generation Shuzhou Sun, Shuaifeng Zhi, Janne Heikkilä, Li Liu

ICCV 2023 Global Balanced Experts for Federated Long-Tailed Learning Yaopei Zeng, Lei Liu, Li Liu, Li Shen, Shaoguo Liu, Baoyuan Wu

ICLR 2023 Learning Symbolic Models for Graph-Structured Physical Mechanism Hongzhi Shi, Jingtao Ding, Yufan Cao, Quanming Yao, Li Liu, Yong Li

ECML-PKDD 2023 MCTN: A Multi-Channel Temporal Network for Wearable Fall Prediction Jiawei Liu, Xiaohu Li, Guorui Liao, Shu Wang, Li Liu

CVPR 2023 Mapping Degeneration Meets Label Evolution: Learning Infrared Small Target Detection with Single Point Supervision Xinyi Ying, Li Liu, Yingqian Wang, Ruojing Li, Nuo Chen, Zaiping Lin, Weidong Sheng, Shilin Zhou

AAAI 2023 Preserving Structural Consistency in Arbitrary Artist and Artwork Style Transfer Jingyu Wu, Lefan Hou, Zejian Li, Jun Liao, Li Liu, Lingyun Sun

IJCAI 2022 Anti-Forgery: Towards a Stealthy and Robust DeepFake Disruption Attack via Adversarial Perceptual-Aware Perturbations Run Wang, Ziheng Huang, Zhikai Chen, Li Liu, Jing Chen, Lina Wang

CVPR 2022 Boosting Black-Box Attack with Partially Transferred Conditional Adversarial Distribution Yan Feng, Baoyuan Wu, Yanbo Fan, Li Liu, Zhifeng Li, Shu-Tao Xia

ECCV 2022 Data-Free Backdoor Removal Based on Channel Lipschitzness Runkai Zheng, Rongjun Tang, Jianze Li, Li Liu

CVPR 2022 Decoupling Makes Weakly Supervised Local Feature Better Kunhong Li, Longguang Wang, Li Liu, Qing Ran, Kai Xu, Yulan Guo

ECCV 2022 Efficient Video Transformers with Spatial-Temporal Token Selection Junke Wang, Xitong Yang, Hengduo Li, Li Liu, Zuxuan Wu, Yu-Gang Jiang

AAAI 2022 Explainable Survival Analysis with Convolution-Involved Vision Transformer Yifan Shen, Li Liu, Zhihao Tang, Zongyi Chen, Guixiang Ma, Jiyan Dong, Xi Zhang, Lin Yang, Qingfeng Zheng

CVPR 2022 Highly-Efficient Incomplete Large-Scale Multi-View Clustering with Consensus Bipartite Graph Siwei Wang, Xinwang Liu, Li Liu, Wenxuan Tu, Xinzhong Zhu, Jiyuan Liu, Sihang Zhou, En Zhu

CVPR 2022 Learnable Lookup Table for Neural Network Quantization Longguang Wang, Xiaoyu Dong, Yingqian Wang, Li Liu, Wei An, Yulan Guo

ECCVW 2022 Power Efficient Video Super-Resolution on Mobile NPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report Andrey Ignatov, Radu Timofte, Cheng-Ming Chiang, Hsien-Kai Kuo, Yu-Syuan Xu, Man-Yu Lee, Allen Lu, Chia-Ming Cheng, Chih-Cheng Chen, Jia-Ying Yong, Hong-Han Shuai, Wen-Huang Cheng, Zhuang Jia, Tianyu Xu, Yijian Zhang, Long Bao, Heng Sun, Diankai Zhang, Si Gao, Shaoli Liu, Biao Wu, Xiaofeng Zhang, Chengjian Zheng, Kaidi Lu, Ning Wang, Xiao Sun, Haodong Wu, Xuncheng Liu, Weizhan Zhang, Caixia Yan, Haipeng Du, Qinghua Zheng, Qi Wang, Wangdu Chen, Ran Duan, Mengdi Sun, Dan Zhu, Guannan Chen, Hojin Cho, Steve Kim, Shijie Yue, Chenghua Li, Zhengyang Zhuge, Wei Chen, Wenxu Wang, Yufeng Zhou, Xiaochen Cai, Hengxing Cai, Kele Xu, Li Liu, Zehua Cheng, Wenyi Lian, Wenjing Lian

NeurIPS 2022 Pre-Activation Distributions Expose Backdoor Neurons Runkai Zheng, Rongjun Tang, Jianze Li, Li Liu

ECML-PKDD 2022 Recognizing Cognitive Load by a Hybrid Spatio-Temporal Causal Model from Multivariate Physiological Data Zirui Yong, Guoxin Su, Xiaohu Li, Lingyun Sun, Zejian Li, Li Liu

ECML-PKDD 2022 Recognizing Non-Small Cell Lung Cancer Subtypes by a Constraint-Based Causal Network from CT Images Zhengqiao Deng, Shuang Qian, Jing Qi, Li Liu, Bo Xu

ECCV 2022 Restore Globally, Refine Locally: A Mask-Guided Scheme to Accelerate Super-Resolution Networks Xiaotao Hu, Jun Xu, Shuhang Gu, Ming-Ming Cheng, Li Liu

MLJ 2022 Switching: Understanding the Class-Reversed Sampling in Tail Sample Memorization Chi Zhang, Benyi Hu, Yuhang Liuzhang, Le Wang, Li Liu, Yuehu Liu

CVPR 2021 Anchor-Free Person Search Yichao Yan, Jinpeng Li, Jie Qin, Song Bai, Shengcai Liao, Li Liu, Fan Zhu, Ling Shao

ICCV 2021 Exploring Inter-Channel Correlation for Diversity-Preserved Knowledge Distillation Li Liu, Qingle Huang, Sihao Lin, Hongwei Xie, Bing Wang, Xiaojun Chang, Xiaodan Liang

CVPR 2021 Group Whitening: Balancing Learning Efficiency and Representational Capacity Lei Huang, Yi Zhou, Li Liu, Fan Zhu, Ling Shao

AAAI 2021 How to Train Your Agent to Read and Write Li Liu, Mengge He, Guanghui Xu, Mingkui Tan, Qi Wu

ICCV 2021 Localized Simple Multiple Kernel K-Means Xinwang Liu, Sihang Zhou, Li Liu, Chang Tang, Siwei Wang, Jiyuan Liu, Yi Zhang

ICML 2021 One Pass Late Fusion Multi-View Clustering Xinwang Liu, Li Liu, Qing Liao, Siwei Wang, Yi Zhang, Wenxuan Tu, Chang Tang, Jiyuan Liu, En Zhu

ICCV 2021 One-Pass Multi-View Clustering for Large-Scale Data Jiyuan Liu, Xinwang Liu, Yuexiang Yang, Li Liu, Siqi Wang, Weixuan Liang, Jiangyong Shi

ICCV 2021 Pixel Difference Networks for Efficient Edge Detection Zhuo Su, Wenzhe Liu, Zitong Yu, Dewen Hu, Qing Liao, Qi Tian, Matti Pietikäinen, Li Liu

ECML-PKDD 2021 Recognizing Skeleton-Based Hand Gestures by a Spatio-Temporal Network Xin Li, Jun Liao, Li Liu

ICCVW 2021 The Ninth Visual Object Tracking VOT2021 Challenge Results Matej Kristan, Jirí Matas, Ales Leonardis, Michael Felsberg, Roman P. Pflugfelder, Joni-Kristian Kämäräinen, Hyung Jin Chang, Martin Danelljan, Luka Cehovin Zajc, Alan Lukezic, Ondrej Drbohlav, Jani Käpylä, Gustav Häger, Song Yan, Jinyu Yang, Zhongqun Zhang, Gustavo Fernández, Mohamed H. Abdelpakey, Goutam Bhat, Llukman Cerkezi, Hakan Cevikalp, Shengyong Chen, Xin Chen, Miao Cheng, Ziyi Cheng, Yu-Chen Chiu, Ozgun Cirakman, Yutao Cui, Kenan Dai, Mohana Murali Dasari, Qili Deng, Xingping Dong, Daniel K. Du, Matteo Dunnhofer, Zhenhua Feng, Zhiyong Feng, Zhihong Fu, Shiming Ge, Rama Krishna Gorthi, Yuzhang Gu, Bilge Günsel, Qing Guo, Filiz Gurkan, Wencheng Han, Yanyan Huang, Felix Järemo Lawin, Shang-Jhih Jhang, Rongrong Ji, Cheng Jiang, Yingjie Jiang, Felix Juefei-Xu, J. Yin, Xiao Ke, Fahad Shahbaz Khan, Byeong Hak Kim, Josef Kittler, Xiangyuan Lan, Jun Ha Lee, Bastian Leibe, Hui Li, Jianhua Li, Xianxian Li, Yuezhou Li, Bo Liu, Chang Liu, Jingen Liu, Li Liu, Qingjie Liu, Huchuan Lu, Wei Lu, Jonathon Luiten, Jie Ma, Ziang Ma, Niki Martinel, Christoph Mayer, Alireza Memarmoghadam, Christian Micheloni, Yuzhen Niu, Danda Pani Paudel, Houwen Peng, Shoumeng Qiu, Aravindh Rajiv, Muhammad Rana, Andreas Robinson, Hasan Saribas, Ling Shao, Mohamed Shehata, Furao Shen, Jianbing Shen, Kristian Simonato, Xiaoning Song, Zhangyong Tang, Radu Timofte, Philip H. S. Torr, Chi-Yi Tsai, Bedirhan Uzun, Luc Van Gool, Paul Voigtlaender, Dong Wang, Guangting Wang, Liangliang Wang, Lijun Wang, Limin Wang, Linyuan Wang, Yong Wang, Yunhong Wang, Chenyan Wu, Gangshan Wu, Xiaojun Wu, Fei Xie, Tianyang Xu, Xiang Xu, Wanli Xue, Bin Yan, Wankou Yang, Xiaoyun Yang, Yu Ye, Jun Yin, Chengwei Zhang, Chunhui Zhang, Haitao Zhang, Kaihua Zhang, Kangkai Zhang, Xiaohan Zhang, Xiaolin Zhang, Xinyu Zhang, Zhibin Zhang, Shao-Chuan Zhao, Ming Zhen, Bineng Zhong, Jiawen Zhu, Xuefeng Zhu

ECCV 2020 Dynamic Group Convolution for Accelerating Convolutional Neural Networks Zhuo Su, Linpu Fang, Wenxiong Kang, Dewen Hu, Matti Pietikäinen, Li Liu

ECCV 2020 Invertible Zero-Shot Recognition Flows Yuming Shen, Jie Qin, Lei Huang, Li Liu, Fan Zhu, Ling Shao

ECCV 2020 JGR-P2O: Joint Graph Reasoning Based Pixel-to-Offset Prediction Network for 3D Hand Pose Estimation from a Single Depth Image Linpu Fang, Xingyan Liu, Li Liu, Hang Xu, Wenxiong Kang

ECCV 2020 Layer-Wise Conditioning Analysis in Exploring the Learning Dynamics of DNNs Lei Huang, Jie Qin, Li Liu, Fan Zhu, Ling Shao

ECCV 2020 Learning Attentive and Hierarchical Representations for 3D Shape Recognition Jiaxin Chen, Jie Qin, Yuming Shen, Li Liu, Fan Zhu, Ling Shao

ICML 2020 On the Number of Linear Regions of Convolutional Neural Networks Huan Xiong, Lei Huang, Mengyang Yu, Li Liu, Fan Zhu, Ling Shao

ECML-PKDD 2020 Recognizing Complex Activities by a Temporal Causal Network-Based Model Jun Liao, Junfeng Hu, Li Liu

ECCV 2020 Region Graph Embedding Network for Zero-Shot Learning Guo-Sen Xie, Li Liu, Fan Zhu, Fang Zhao, Zheng Zhang, Yazhou Yao, Jie Qin, Ling Shao

IJCAI 2020 Set and Rebase: Determining the Semantic Graph Connectivity for Unsupervised Cross-Modal Hashing Weiwei Wang, Yuming Shen, Haofeng Zhang, Yazhou Yao, Li Liu

ICCVW 2019 DHA: Supervised Deep Learning to Hash with an Adaptive Loss Function Jiehao Xu, Chengyu Guo, Qingjie Liu, Jie Qin, Yunhong Wang, Li Liu

IJCAI 2019 Dynamically Visual Disambiguation of Keyword-Based Image Search Yazhou Yao, Zeren Sun, Fumin Shen, Li Liu, Limin Wang, Fan Zhu, Lizhong Ding, Gangshan Wu, Ling Shao

ICCVW 2019 Embarrassingly Simple Binary Representation Learning Yuming Shen, Jie Qin, Jiaxin Chen, Li Liu, Fan Zhu, Ziyi Shen

CVPRW 2019 Robust Visual Tracking via Collaborative and Reinforced Convolutional Feature Learning Dongdong Li, Yangliu Kuai, Gongjian Wen, Li Liu

IJCAI 2019 Toward Efficient Navigation of Massive-Scale Geo-Textual Streams Chengcheng Yang, Lisi Chen, Shuo Shang, Fan Zhu, Li Liu, Ling Shao

NeurIPS 2019 Two Generator Game: Learning to Sample via Linear Goodness-of-Fit Test Lizhong Ding, Mengyang Yu, Li Liu, Fan Zhu, Yong Liu, Yu Li, Ling Shao

ECCVW 2018 A Joint Generative Model for Zero-Shot Learning Rui Gao, Xingsong Hou, Jie Qin, Li Liu, Fan Zhu, Zhao Zhang

ECCV 2018 Deep Multi-Task Learning to Recognise Subtle Facial Expressions of Mental States Guosheng Hu, Li Liu, Yang Yuan, Zehao Yu, Yang Hua, Zhihong Zhang, Fumin Shen, Ling Shao, Timothy Hospedales, Neil Robertson, Yongxin Yang

ECCV 2018 Generative Domain-Migration Hashing for Sketch-to-Image Retrieval Jingyi Zhang, Fumin Shen, Li Liu, Fan Zhu, Mengyang Yu, Ling Shao, Heng Tao Shen, Luc Van Gool

ECCV 2018 Highly-Economized Multi-View Binary Compression for Scalable Image Clustering Zheng Zhang, Li Liu, Jie Qin, Fan Zhu, Fumin Shen, Yong Xu, Ling Shao, Heng Tao Shen

IJCAI 2018 Localized Incomplete Multiple Kernel K-Means Xinzhong Zhu, Xinwang Liu, Miaomiao Li, En Zhu, Li Liu, Zhiping Cai, Jianping Yin, Wen Gao

ECCV 2018 TBN: Convolutional Neural Network with Ternary Inputs and Binary Weights Diwen Wan, Fumin Shen, Li Liu, Fan Zhu, Jie Qin, Ling Shao, Heng Tao Shen

AAAI 2018 Towards Affordable Semantic Searching: Zero-Shot Retrieval via Dominant Attributes Yang Long, Li Liu, Yuming Shen, Ling Shao

IJCAI 2018 Unsupervised Deep Hashing via Binary Latent Factor Models for Large-Scale Cross-Modal Retrieval Gengshen Wu, Zijia Lin, Jungong Han, Li Liu, Guiguang Ding, Baochang Zhang, Jialie Shen

CVPR 2017 Binary Coding for Partial Action Analysis with Limited Observation Ratios Jie Qin, Li Liu, Ling Shao, Bingbing Ni, Chen Chen, Fumin Shen, Yunhong Wang

ICCV 2017 Deep Binaries: Encoding Semantic-Rich Cues for Efficient Textual-Visual Cross Retrieval Yuming Shen, Li Liu, Ling Shao, Jingkuan Song

CVPR 2017 Deep Sketch Hashing: Fast Free-Hand Sketch-Based Image Retrieval Li Liu, Fumin Shen, Yuming Shen, Xianglong Liu, Ling Shao

CVPR 2017 Discretely Coding Semantic Rank Orders for Supervised Image Hashing Li Liu, Ling Shao, Fumin Shen, Mengyang Yu

IJCAI 2017 Discriminative Dictionary Learning with Ranking Metric Embedded for Person Re-Identification De Cheng, Xiaojun Chang, Li Liu, Alexander G. Hauptmann, Yihong Gong, Nanning Zheng

CVPR 2017 Fast Person Re-Identification via Cross-Camera Semantic Binary Transformation Jiaxin Chen, Yunhong Wang, Jie Qin, Li Liu, Ling Shao

CVPR 2017 From Zero-Shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis Yang Long, Li Liu, Ling Shao, Fumin Shen, Guiguang Ding, Jungong Han

ICCVW 2017 Rotation Invariant Local Binary Convolution Neural Networks Xin Zhang, Li Liu, Yuxiang Xie, Jie Chen, Lingda Wu, Matti Pietikäinen

WACV 2017 Towards Fine-Grained Open Zero-Shot Learning: Inferring Unseen Visual Features from Attributes Yang Long, Li Liu, Ling Shao

IJCAI 2017 Unsupervised Deep Video Hashing with Balanced Rotation Gengshen Wu, Li Liu, Yuchen Guo, Guiguang Ding, Jungong Han, Jialie Shen, Ling Shao

CVPR 2017 Zero-Shot Action Recognition with Error-Correcting Output Codes Jie Qin, Li Liu, Ling Shao, Fumin Shen, Bingbing Ni, Jiaxin Chen, Yunhong Wang

IJCAI 2016 Aligning Users Across Social Networks Using Network Embedding Li Liu, William K. Cheung, Xin Li, Lejian Liao

ECCV 2016 DAVE: A Unified Framework for Fast Vehicle Detection and Annotation Yi Zhou, Li Liu, Ling Shao, Matt Mellor

ECCV 2016 Evaluation of LBP and Deep Texture Descriptors with a New Robustness Benchmark Li Liu, Paul W. Fieguth, Xiaogang Wang, Matti Pietikäinen, Dewen Hu

AAAI 2016 Fusing Social Networks with Deep Learning for Volunteerism Tendency Prediction Yongpo Jia, Xuemeng Song, Jingbo Zhou, Li Liu, Liqiang Nie, David S. Rosenblum

AAAI 2016 Recognizing Complex Activities by a Probabilistic Interval-Based Model Li Liu, Li Cheng, Ye Liu, Yongpo Jia, David S. Rosenblum

ICCV 2015 Projection Bank: From High-Dimensional Data to Medium-Length Binary Codes Li Liu, Mengyang Yu, Ling Shao

IJCAI 2013 Learning Discriminative Representations from RGB-D Video Data Li Liu, Ling Shao

ICCV 2011 Sorted Random Projections for Robust Texture Classification Li Liu, Paul W. Fieguth, Gangyao Kuang, Hongbin Zha