Locality-Constrained Transfer Coding for Heterogeneous Domain Adaptation. - Jingjing Li 001; Ke Lu 001; Lei Zhu 002; Zhihui Li 001 (ADC, 2017)

Learning Robust Graph Hashing for Efficient Similarity Search. - Luyao Liu 002; Lei Zhu 002; Zhihui Li 001 (ADC, 2017)

Deep Feature Learning via Structured Graph Laplacian Embedding for Person Re-Identification. - De Cheng; Yihong Gong; Zhihui Li 001; Weiwei Shi 003; Alexander G. Hauptmann; Nanning Zheng 001 (CoRR, 2017)

Simple to complex cross-modal learning to rank. - Minnan Luo; Xiaojun Chang; Zhihui Li 001; Liqiang Nie; Alexander G. Hauptmann; Qinghua Zheng (Comput. Vis. Image Underst., 2017)

Refined Spectral Clustering via Embedded Label Propagation. - Yan-shuo Chang; Feiping Nie 001; Zhihui Li 001; Xiaojun Chang; Heng Huang (Neural Comput., 2017)

Beyond Trace Ratio: Weighted Harmonic Mean of Trace Ratios for Multiclass Discriminant Analysis. - Zhihui Li 001; Feiping Nie 001; Xiaojun Chang; Yi Yang 001 (IEEE Trans. Knowl. Data Eng., 2017)

Trace Ratio Optimization With Feature Correlation Mining for Multiclass Discriminant Analysis. - Forough Rezaei Boroujeni; Sen Wang 001; Zhihui Li 001; Nicholas West; Bela Stantic; Lina Yao 001; Guodong Long (AAAI, 2018)

Balanced Clustering via Exclusive Lasso: A Pragmatic Approach. - Zhihui Li 001; Feiping Nie 001; Xiaojun Chang; Zhigang Ma; Yi Yang 001 (AAAI, 2018)

Multi-Rate Gated Recurrent Convolutional Networks for Video-Based Pedestrian Re-Identification. - Zhihui Li 001; Lina Yao 001; Feiping Nie 001; Dingwen Zhang; Min Xu (AAAI, 2018)

Top-k multi-class SVM using multiple features. - Caixia Yan; Minnan Luo; Huan Liu 012; Zhihui Li 001; Qinghua Zheng (Inf. Sci., 2018)

Unsupervised multi-view feature extraction with dynamic graph learning. - Dan Shi; Lei Zhu 002; Zhiyong Cheng 001; Zhihui Li 001; Huaxiang Zhang 001 (J. Vis. Commun. Image Represent., 2018)

An efficient multi-feature SVM solver for complex event detection. - Huan Liu 012; Qinghua Zheng; Zhihui Li 001; Tao Qin 002; Lei Zhu 002 (Multim. Tools Appl., 2018)

A Multiview Learning Framework With a Linear Computational Cost. - Xiaowei Xue; Feiping Nie 001; Zhihui Li 001; Sen Wang 001; Xue Li 001; Min Yao (IEEE Trans. Cybern., 2018)

Two-Stream Multirate Recurrent Neural Network for Video-Based Pedestrian Reidentification. - Zhiqiang Zeng; Zhihui Li 001; De Cheng; Huaxiang Zhang 001; Kun Zhan; Yi Yang 001 (IEEE Trans. Ind. Informatics, 2018)

Multi-Modal Joint Clustering With Application for Unsupervised Attribute Discovery. - Liangchen Liu; Feiping Nie 001; Arnold Wiliem; Zhihui Li 001; Teng Zhang 004; Brian C. Lovell (IEEE Trans. Image Process., 2018)

Rank-Constrained Spectral Clustering With Flexible Embedding. - Zhihui Li 001; Feiping Nie 001; Xiaojun Chang; Liqiang Nie; Huaxiang Zhang 001; Yi Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Dynamic Affinity Graph Construction for Spectral Clustering Using Multiple Features. - Zhihui Li 001; Feiping Nie 001; Xiaojun Chang; Yi Yang 001; Chengqi Zhang; Nicu Sebe (IEEE Trans. Neural Networks Learn. Syst., 2018)

Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval. - Lei Zhu 002; Zi Huang; Zhihui Li 001; Liang Xie 001; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2018)

Zero-Shot Object Detection with Textual Descriptions. - Zhihui Li 001; Lina Yao 001; Xiaoqin Zhang 002; Xianzhi Wang 001; Salil S. Kanhere; Huaxiang Zhang 001 (AAAI, 2019)

RS3CIS: Robust Single-Step Spectral Clustering with Intrinsic Subspace. - Yun Xiao; Pengzhen Ren; Zhihui Li 001; Xiaojiang Chen; Xin Wang 004; Dingyi Fang (AAAI, 2019)

Domain-Aware Unsupervised Cross-dataset Person Re-identification. - Zhihui Li 001; Wenhe Liu; Xiaojun Chang; Lina Yao 001; Mahesh Prakash; Huaxiang Zhang 001 (ADMA, 2019)

Knowledge driven temporal activity localization. - Changlin Li; Zhihui Li 001; Zongyuan Ge; Mingjie Li 006 (J. Vis. Commun. Image Represent., 2019)

Zero-shot event detection via event-adaptive concept relevance mining. - Zhihui Li 001; Lina Yao 001; Xiaojun Chang; Kun Zhan; Jiande Sun 001; Huaxiang Zhang 001 (Pattern Recognit., 2019)

Spectral Clustering of Customer Transaction Data With a Two-Level Subspace Weighting Method. - Xiaojun Chen 006; Wenya Sun; Bo Wang; Zhihui Li 001; Xizhao Wang; Yunming Ye (IEEE Trans. Cybern., 2019)

Large-Scale Robust Semisupervised Classification. - Lingling Zhang 005; Minnan Luo; Zhihui Li 001; Feiping Nie 001; Huaxiang Zhang 001; Jun Liu 002; Qinghua Zheng (IEEE Trans. Cybern., 2019)

Adaptive Two-Dimensional Embedded Image Clustering. - Zhihui Li 001; Lina Yao 001; Sen Wang 001; Salil S. Kanhere; Xue Li 001; Huaxiang Zhang 001 (AAAI, 2020)

Robust Self-Weighted Multi-View Projection Clustering. - Beilei Wang; Yun Xiao; Zhihui Li 001; Xuanhong Wang; Xiaojiang Chen; Dingyi Fang (AAAI, 2020)

Grounding Visual Concepts for Zero-Shot Event Detection and Event Captioning. - Zhihui Li 001; Xiaojun Chang; Lina Yao 001; Shirui Pan; Zongyuan Ge; Huaxiang Zhang 001 (KDD, 2020)

A Survey of Deep Active Learning. - Pengzhen Ren; Yun Xiao; Xiaojun Chang; Po-Yao Huang 001; Zhihui Li 001; Xiaojiang Chen; Xin Wang 004 (CoRR, 2020)

Visual saliency guided complex image retrieval. - Haoxiang Wang 001; Zhihui Li 001; Yang Li; Brij B. Gupta; Chang Choi (Pattern Recognit. Lett., 2020)

Diverse fuzzy c-means for image clustering. - Lingling Zhang 005; Minnan Luo; Jun Liu 002; Zhihui Li 001; Qinghua Zheng (Pattern Recognit. Lett., 2020)

Fusion of Multiple Person Re-id Methods With Model and Data-Aware Abilities. - De Cheng; Zhihui Li 001; Yihong Gong; Dingwen Zhang (IEEE Trans. Cybern., 2020)

Joint Principal Component and Discriminant Analysis for Dimensionality Reduction. - Xiaowei Zhao 002; Jun Guo; Feiping Nie 001; Ling Chen 006; Zhihui Li 001; Huaxiang Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Three Birds with One Stone: Multi-Task Temporal Action Detection via Recycling Temporal Annotations. - Zhihui Li 001; Lina Yao 001 (CVPR, 2021)

Dynamic Slimmable Network. - Changlin Li; Guangrun Wang; Bing Wang 013; Xiaodan Liang; Zhihui Li 001; Xiaojun Chang (CVPR, 2021)

NAS-TC: Neural Architecture Search on Temporal Convolutions for Complex Action Recognition. - Pengzhen Ren; Gang Xiao; Xiaojun Chang; Yun Xiao; Zhihui Li 001; Xiaojiang Chen (CoRR, 2021)

Scene Graphs: A Survey of Generations and Applications. - Xiaojun Chang; Pengzhen Ren; Pengfei Xu 003; Zhihui Li 001; Xiaojiang Chen; Alex Hauptmann 001 (CoRR, 2021)

DS-Net++: Dynamic Weight Slicing for Efficient Inference in CNNs and Transformers. - Changlin Li; Guangrun Wang; Bing Wang 013; Xiaodan Liang; Zhihui Li 001; Xiaojun Chang (CoRR, 2021)

Self-weighted Robust LDA for Multiclass Classification with Edge Classes. - Caixia Yan; Xiaojun Chang; Minnan Luo; Qinghua Zheng; Xiaoqin Zhang 002; Zhihui Li 001; Feiping Nie 001 (ACM Trans. Intell. Syst. Technol., 2021)

Towards Efficient Visual Analysis Without Extra Supervision. - Zhihui Li 001 (2021)

Trace ratio criterion for multi-view discriminant analysis. - Mei Shi; Zhihui Li 001; Xiaowei Zhao 002; Pengfei Xu 003; Baoying Liu; Jun Guo (Appl. Intell., 2022)

MARLlib: Extending RLlib for Multi-agent Reinforcement Learning. - Siyi Hu; Yifan Zhong; Minquan Gao; Weixun Wang; Hao Dong 003; Zhihui Li 001; Xiaodan Liang; Xiaojun Chang; Yaodong Yang 001 (CoRR, 2022)

A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions. - Pengzhen Ren; Yun Xiao; Xiaojun Chang; Poyao Huang 001; Zhihui Li 001; Xiaojiang Chen; Xin Wang 004 (ACM Comput. Surv., 2022)

A Survey of Deep Active Learning. - Pengzhen Ren; Yun Xiao; Xiaojun Chang; Po-Yao Huang 001; Zhihui Li 001; Brij B. Gupta; Xiaojiang Chen; Xin Wang 004 (ACM Comput. Surv., 2022)

ZeroNAS: Differentiable Generative Adversarial Networks Search for Zero-Shot Learning. - Caixia Yan; Xiaojun Chang; Zhihui Li 001; Weili Guan; Zongyuan Ge; Lei Zhu 002; Qinghua Zheng (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Fuzzy K-Means Clustering With Discriminative Embedding. - Feiping Nie 001; Xiaowei Zhao 002; Rong Wang 001; Xuelong Li 001; Zhihui Li 001 (IEEE Trans. Knowl. Data Eng., 2022)

Learning Adaptive Spatial-Temporal Context-Aware Correlation Filters for UAV Tracking. - Di Yuan 002; Xiaojun Chang; Zhihui Li 001; Zhenyu He 001 (ACM Trans. Multim. Comput. Commun. Appl., 2022)

HTML: Hybrid Temporal-scale Multimodal Learning Framework for Referring Video Object Segmentation. - Mingfei Han 002; Yali Wang 001; Zhihui Li 001; Lina Yao 001; Xiaojun Chang; Yu Qiao 001 (ICCV, 2023)

Unsupervised Visible-Infrared Person ReID by Collaborative Learning with Neighbor-Guided Label Refinement. - De Cheng; Xiaojian Huang; Nannan Wang 001; Lingfeng He; Zhihui Li 001; Xinbo Gao 001 (ACM Multimedia, 2023)

F-3DNet: Leveraging Inner Order of Point Clouds for 3D Object Detection. - Ying Chen; Rui Liu; Zhihui Li 001; Andy Song (ECML/PKDD (6), 2023)

MARLlib: A Scalable and Efficient Multi-agent Reinforcement Learning Library. - Siyi Hu; Yifan Zhong; Minquan Gao; Weixun Wang; Hao Dong 003; Xiaodan Liang; Zhihui Li 001; Xiaojun Chang; Yaodong Yang 001 (J. Mach. Learn. Res., 2023)

A Comprehensive Survey of Scene Graphs: Generation and Application. - Xiaojun Chang; Pengzhen Ren; Pengfei Xu 003; Zhihui Li 001; Xiaojiang Chen; Alex Hauptmann 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

TN-ZSTAD: Transferable Network for Zero-Shot Temporal Activity Detection. - Lingling Zhang 005; Xiaojun Chang; Jun Liu 002; Minnan Luo; Zhihui Li 001; Lina Yao 001; Alex Hauptmann 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Adaptive Manifold Graph representation for Two-Dimensional Discriminant Projection. - Jinlong Qu; Xiaowei Zhao 002; Yun Xiao; Xiaojun Chang; Zhihui Li 001; Xuanhong Wang (Knowl. Based Syst., 2023)

DS-Net++: Dynamic Weight Slicing for Efficient Inference in CNNs and Vision Transformers. - Changlin Li; Guangrun Wang; Bing Wang 013; Xiaodan Liang; Zhihui Li 001; Xiaojun Chang (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

When Object Detection Meets Knowledge Distillation: A Survey. - Zhihui Li 001; Pengfei Xu 003; Xiaojun Chang; Luyao Yang; Yuanyuan Zhang; Lina Yao 001; Xiaojiang Chen (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Masked Distillation Advances Self-Supervised Transformer Architecture Search. - Caixia Yan; Xiaojun Chang; Zhihui Li 001; Lina Yao 001; Minnan Luo; Qinghua Zheng (ICLR, 2024)

Multi-Query Person Search with Transformers. - Ying Chen; Zhihui Li 001; Andy Song (PKDD (4), 2024)

A Comprehensive Review of RGBT Tracking. - Haiping Zhang; Di Yuan 002; Xiu Shu; Zhihui Li 001; Qiao Liu 001; Xiaojun Chang; Zhenyu He 001; Guangming Shi (IEEE Trans. Instrum. Meas., 2024)

Top-Push Polynomial Ranking Embedded Dictionary Learning for Enhanced Re-Id. - Ying Chen; De Cheng; Zhihui Li 001; Andy Song (ICAART (3), 2025)

Variational methods with application to medical image segmentation: A survey. - Xiu Shu; Zhihui Li 001; Xiaojun Chang; Di Yuan 002 (Neurocomputing, 2025)

An active learning model based on image similarity for skin lesion segmentation. - Xiu Shu; Zhihui Li 001; Chunwei Tian; Xiaojun Chang; Di Yuan 002 (Neurocomputing, 2025)

TeST: Temporal-spatial separated transformer for temporal action localization. - Herun Wan; Minnan Luo; Zhihui Li 001; Yang Wang (Neurocomputing, 2025)

Learning A Zero-shot Occupancy Network from Vision Foundation Models via Self-supervised Adaptation. - Sihao Lin; Daqi Liu; Ruochong Fu; Dongrui Liu; Andy Song; Hongwei Xie; Zhihui Li 001; Bing Wang 013; Xiaojun Chang (CoRR, 2025)

CoNav: Collaborative Cross-Modal Reasoning for Embodied Navigation. - Haihong Hao; Mingfei Han 002; Changlin Li; Zhihui Li 001; Xiaojun Chang (CoRR, 2025)

Mettle: Meta-Token Learning for Memory-Efficient Audio-Visual Adaptation. - Jinxing Zhou; Zhihui Li 001; Yongqiang Yu; Yanghao Zhou; Ruohao Guo; Guangyao Li; Yuxin Mao; Mingfei Han 002; Xiaojun Chang; Meng Wang 001 (CoRR, 2025)

Self-supervised transformer architecture search via multi-level masked information fusion. - Caixia Yan; Xiaojun Chang; Weizhan Zhang; Zhihui Li 001; Lina Yao 001; Minnan Luo; Feng Tian 002 (Inf. Fusion, 2026)