Dual Encoding for Zero-Example Video Retrieval. - Jianfeng Dong; Xirong Li 001; Chaoxi Xu; Shouling Ji; Yuan He 011; Gang Yang 001; Xun Wang 007 (CVPR, 2019)

Bilinear Representation for Language-based Image Editing Using Conditional Generative Adversarial Networks. - Xiaofeng Mao; Yuefeng Chen; Yuhong Li; Tao Xiong; Yuan He 011; Hui Xue 001 (ICASSP, 2019)

Hybrid Sequence Encoder for Text Based Video Retrieval. - Xiang Wu 004; Da Chen 003; Yuan He 011; Hui Xue 001; Mingli Song; Feng Mao (TRECVID, 2019)

AdvKnn: Adversarial Attacks On K-Nearest Neighbor Classifiers With Approximate Gradients. - Xiaodan Li; Yuefeng Chen; Yuan He 011; Hui Xue 001 (CoRR, 2019)

Class Regularization: Improve Few-shot Image Classification by Reducing Meta Shift. - Da Chen 003; Feng Mao; Mingli Song; Yuan He 011; Xiang Wu 004; Jinqiao Wang; Wenbin Li 002; Yongliang Yang; Hui Xue 001 (CoRR, 2019)

Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network. - Zhe Ma 002; Jianfeng Dong; Zhongzi Long; Yao Zhang 019; Yuan He 011; Hui Xue 001; Shouling Ji (AAAI, 2020)

Text Captcha Is Dead? A Large Scale Deployment and Empirical Study. - Chenghui Shi; Shouling Ji; Qianjun Liu; Changchang Liu; Yuefeng Chen; Yuan He 011; Zhe Liu 001; Raheem Beyah; Ting Wang 006 (CCS, 2020)

Which Is Plagiarism: Fashion Image Retrieval Based on Regional Representation for Design Protection. - Yining Lang; Yuan He 011; Fan Yang; Jianfeng Dong; Hui Xue 001 (CVPR, 2020)

A Visual Inductive Priors Framework for Data-Efficient Image Classification. - Pengfei Sun; Xuan Jin; Wei Su; Yuan He 011; Hui Xue 001; Quan Lu (ECCV Workshops (2), 2020)

Self-Supervised Adversarial Training. - Kejiang Chen; Yuefeng Chen; Hang Zhou 007; Xiaofeng Mao; Yuhong Li; Yuan He 011; Hui Xue 001; Weiming Zhang 001; Nenghai Yu (ICASSP, 2020)

Hierarchical Sequence Representation with Graph Network. - Da Chen 003; Xiang Wu 004; Jianfeng Dong; Yuan He 011; Hui Xue 001; Feng Mao (ICASSP, 2020)

The Open Brands Dataset: Unified Brand Detection and Recognition at Scale. - Xuan Jin; Wei Su; Rong Zhang 006; Yuan He 011; Hui Xue 001 (ICASSP, 2020)

Design-Gan: Cross-Category Fashion Translation Driven By Landmark Attention. - Yining Lang; Yuan He 011; Jianfeng Dong; Fan Yang; Hui Xue 001 (ICASSP, 2020)

Learning to Characterize Adversarial Subspaces. - Xiaofeng Mao; Yuefeng Chen; Yuhong Li; Yuan He 011; Hui Xue 001 (ICASSP, 2020)

Sharp Multiple Instance Learning for DeepFake Video Detection. - Xiaodan Li; Yining Lang; Yuefeng Chen; Xiaofeng Mao; Yuan He 011; Shuhui Wang; Hui Xue 001; Quan Lu (ACM Multimedia, 2020)

Heuristic Domain Adaptation. - Shuhao Cui; Xuan Jin; Shuhui Wang; Yuan He 011; Qingming Huang (NeurIPS, 2020)

GAP++: Learning to generate target-conditioned adversarial examples. - Xiaofeng Mao; Yuefeng Chen; Yuhong Li; Yuan He 011; Hui Xue 001 (CoRR, 2020)

Composite Adversarial Attacks. - Xiaofeng Mao; Yuefeng Chen; Shuhui Wang; Hang Su 006; Yuan He 011; Hui Xue 001 (AAAI, 2021)

Sketch, Ground, and Refine: Top-Down Dense Video Captioning. - Chaorui Deng; Shizhe Chen; Da Chen 003; Yuan He 011; Qi Wu 001 (CVPR, 2021)

Adversarial Laser Beam: Effective Physical-World Attack to DNNs in a Blink. - Ranjie Duan; Xiaofeng Mao; A. Kai Qin; Yuefeng Chen; Shaokai Ye; Yuan He 011; Yun Yang 001 (CVPR, 2021)

QAIR: Practical Query-Efficient Black-Box Attacks for Image Retrieval. - Xiaodan Li; Jinfeng Li; Yuefeng Chen; Shaokai Ye; Yuan He 011; Shuhui Wang; Hang Su 006; Hui Xue 001 (CVPR, 2021)

Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain. - Honggu Liu; Xiaodan Li; Wenbo Zhou; Yuefeng Chen; Yuan He 011; Hui Xue 001; Weiming Zhang 001; Nenghai Yu (CVPR, 2021)

Seeking the Shape of Sound: An Adaptive Framework for Learning Voice-Face Association. - Peisong Wen; Qianqian Xu; Yangbangyan Jiang; Zhiyong Yang 001; Yuan He 011; Qingming Huang (CVPR, 2021)

Self-Supervised Learning for Few-Shot Image Classification. - Da Chen 003; Yuefeng Chen; Yuhong Li; Feng Mao; Yuan He 011; Hui Xue 001 (ICASSP, 2021)

Hierarchical Similarity Learning for Language-Based Product Image Retrieval. - Zhe Ma 002; Fenghao Liu; Jianfeng Dong; Xiaoye Qu; Yuan He 011; Shouling Ji (ICASSP, 2021)

AdvDrop: Adversarial Attack to DNNs by Dropping Information. - Ranjie Duan; Yuefeng Chen; Dantong Niu; Yun Yang 001; A. Kai Qin; Yuan He 011 (ICCV, 2021)

Multiple Pairwise Ranking Networks for Personalized Video Summarization. - Yassir Saquil; Da Chen 003; Yuan He 011; Chuan Li; Yong-Liang Yang (ICCV, 2021)

When All We Need is a Piece of the Pie: A Generic Framework for Optimizing Two-way Partial AUC. - Zhiyong Yang 001; Qianqian Xu; Shilong Bao; Yuan He 011; Xiaochun Cao; Qingming Huang (ICML, 2021)

DRDF: Determining the Importance of Different Multimodal Information with Dual-Router Dynamic Framework. - Haiwen Hong; Xuan Jin; Yin Zhang 006; Yunqing Hu; Jingfeng Zhang; Yuan He 011; Hui Xue 001 (ACM Multimedia, 2021)

RAMS-Trans: Recurrent Attention Multi-scale Transformer for Fine-grained Image Recognition. - Yunqing Hu; Xuan Jin; Yin Zhang 006; Haiwen Hong; Jingfeng Zhang; Yuan He 011; Hui Xue 001 (ACM Multimedia, 2021)

When False Positive is Intolerant: End-to-End Optimization with Low FPR for Multipartite Ranking. - Peisong Wen; Qianqian Xu; Zhiyong Yang 001; Yuan He 011; Qingming Huang (NeurIPS, 2021)

RAMS-Trans: Recurrent Attention Multi-scale Transformer forFine-grained Image Recognition. - Yunqing Hu; Xuan Jin; Yin Zhang 006; Haiwen Hong; Jingfeng Zhang; Yuan He 011; Hui Xue 001 (CoRR, 2021)

Adversarial Attacks on ML Defense Models Competition. - Yinpeng Dong; Qi-An Fu; Xiao Yang; Wenzhao Xiang 001; Tianyu Pang; Hang Su 006; Jun Zhu 001; Jiayu Tang; Yuefeng Chen; Xiaofeng Mao; Yuan He 011; Hui Xue 001; et al. (CoRR, 2021)

Unrestricted Adversarial Attacks on ImageNet Competition. - Yuefeng Chen; Xiaofeng Mao; Yuan He 011; Hui Xue 001; Chao Li; Yinpeng Dong; Qi-An Fu; Xiao Yang; Wenzhao Xiang 001; Tianyu Pang; Hang Su 006; Jun Zhu 001; et al. (CoRR, 2021)

Multi-level Alignment Network for Domain Adaptive Cross-modal Retrieval. - Jianfeng Dong; Zhongzi Long; Xiaofeng Mao; Changting Lin; Yuan He 011; Shouling Ji (Neurocomputing, 2021)

Pano-SfMLearner: Self-Supervised Multi-Task Learning of Depth and Semantics in Panoramic Videos. - Mengyi Liu; Shuhui Wang; Yulan Guo; Yuan He 011; Hui Xue 001 (IEEE Signal Process. Lett., 2021)

Fine-Grained Fashion Similarity Prediction by Attribute-Specific Embedding Learning. - Jianfeng Dong; Zhe Ma 002; Xiaofeng Mao; Xun Yang 001; Yuan He 011; Richang Hong; Shouling Ji (IEEE Trans. Image Process., 2021)

Deep Attributed Network Embedding by Preserving Structure and Attribute Information. - Richang Hong; Yuan He 011; Le Wu; Yong Ge; Xindong Wu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Towards Robust Vision Transformer. - Xiaofeng Mao; Gege Qi; Yuefeng Chen; Xiaodan Li; Ranjie Duan; Shaokai Ye; Yuan He 011; Hui Xue 001 (CVPR, 2022)

MAKD: MULTIPLE Auxiliary Knowledge Distillation. - Zehan Chen; Xuan Jin; Yuan He 011; Hui Xue 001 (ICASSP, 2022)

Beyond ImageNet Attack: Towards Crafting Adversarial Examples for Black-box Domains. - Qilong Zhang; Xiaodan Li; Yuefeng Chen; Jingkuan Song; Lianli Gao; Yuan He 011; Hui Xue 001 (ICLR, 2022)

Diverse Instance Discovery: Vision-Transformer for Instance-Aware Multi-Label Image Recognition. - Yunqing Hu; Xuan Jin; Yin Zhang 006; Haiwen Hong; Jingfeng Zhang; Feihu Yan; Yuan He 011; Hui Xue 001 (ICME, 2022)

AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems. - Wenzheng Hou; Qianqian Xu; Zhiyong Yang 001; Shilong Bao; Yuan He 011; Qingming Huang (ICML, 2022)

The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm. - Shilong Bao; Qianqian Xu; Zhiyong Yang 001; Yuan He 011; Xiaochun Cao; Qingming Huang (NeurIPS, 2022)

OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport. - Zongsheng Cao; Qianqian Xu; Zhiyong Yang 001; Yuan He 011; Xiaochun Cao; Qingming Huang (NeurIPS, 2022)

OpenAUC: Towards AUC-Oriented Open-Set Recognition. - Zitai Wang; Qianqian Xu; Zhiyong Yang 001; Yuan He 011; Xiaochun Cao; Qingming Huang (NeurIPS, 2022)

Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability. - Peisong Wen; Qianqian Xu; Zhiyong Yang 001; Yuan He 011; Qingming Huang (NeurIPS, 2022)

D^2ETR: Decoder-Only DETR with Computationally Efficient Cross-Scale Attention. - Junyu Lin; Xiaofeng Mao; Yuefeng Chen; Lei Xu; Yuan He 011; Hui Xue 001 (CoRR, 2022)

Towards Understanding and Boosting Adversarial Transferability from a Distribution Perspective. - Yao Zhu; Yuefeng Chen; Xiaodan Li; Kejiang Chen; Yuan He 011; Xiang Tian 002; Bolun Zheng; Yaowu Chen; Qingming Huang (CoRR, 2022)

Robustness enhancement against adversarial steganography via steganalyzer outputs. - Chuan Qin 003; Wei Ming Zhang 001; Hang Zhou 007; Jiayang Liu; Yuan He 011; Nenghai Yu (J. Inf. Secur. Appl., 2022)

Reading-Strategy Inspired Visual Representation Learning for Text-to-Video Retrieval. - Jianfeng Dong; Yabing Wang; Xianke Chen; Xiaoye Qu; Xirong Li 001; Yuan He 011; Xun Wang 007 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Toward Understanding and Boosting Adversarial Transferability From a Distribution Perspective. - Yao Zhu; Yuefeng Chen; Xiaodan Li; Kejiang Chen; Yuan He 011; Xiang Tian 002; Bolun Zheng; Yaowu Chen; Qingming Huang (IEEE Trans. Image Process., 2022)

Towards Decision-Friendly AUC: Learning Multi-Classifier with AUCµ. - Peifeng Gao; Qianqian Xu; Peisong Wen; Huiyang Shao; Yuan He 011; Qingming Huang (AAAI, 2023)

Open-Vocabulary Object Detection With an Open Corpus. - Jiong Wang; Huiming Zhang; Haiwen Hong; Xuan Jin; Yuan He 011; Hui Xue 001; Zhou Zhao 001 (ICCV, 2023)

Budgeted Training for Vision Transformer. - Zhuofan Xia; Xuran Pan; Xuan Jin; Yuan He 011; Hui Xue 001; Shiji Song; Gao Huang 001 (ICLR, 2023)

DR-Net: A Multi-View Face Synthesis Network Driven by Dual Representation. - Xianliang Huang; Yining Lang; Ying Guo; Yuan He 011; Hui Xue 001; Li Zhao; Shuigeng Zhou (ICME, 2023)

BiFPro: A Bidirectional Facial-data Protection Framework against DeepFake. - Honggu Liu; Xiaodan Li; Wenbo Zhou; Han Fang; Paolo Bestagini; Weiming Zhang 001; Yuefeng Chen; Stefano Tubaro; Nenghai Yu; Yuan He 011; Hui Xue 001 (ACM Multimedia, 2023)

A Unified Generalization Analysis of Re-Weighting and Logit-Adjustment for Imbalanced Learning. - Zitai Wang; Qianqian Xu; Zhiyong Yang 001; Yuan He 011; Xiaochun Cao; Qingming Huang (NeurIPS, 2023)

To make yourself invisible with Adversarial Semantic Contours. - Yichi Zhang; Zijian Zhu; Hang Su 006; Jun Zhu 001; Shibao Zheng; Yuan He 011; Hui Xue 001 (Comput. Vis. Image Underst., 2023)

Optimizing Partial Area Under the Top-k Curve: Theory and Practice. - Zitai Wang; Qianqian Xu; Zhiyong Yang 001; Yuan He 011; Xiaochun Cao; Qingming Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

MaxMatch: Semi-Supervised Learning With Worst-Case Consistency. - Yangbangyan Jiang; Xiaodan Li; Yuefeng Chen; Yuan He 011; Qianqian Xu; Zhiyong Yang 001; Xiaochun Cao; Qingming Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Optimizing Two-Way Partial AUC With an End-to-End Framework. - Zhiyong Yang 001; Qianqian Xu; Shilong Bao; Yuan He 011; Xiaochun Cao; Qingming Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Feature Fusion Based Adversarial Example Detection Against Second-Round Adversarial Attacks. - Chuan Qin 003; Yuefeng Chen; Kejiang Chen; Xiaoyi Dong; Weiming Zhang 001; Xiaofeng Mao; Yuan He 011; Nenghai Yu (IEEE Trans. Artif. Intell., 2023)

AUC-Oriented Domain Adaptation: From Theory to Algorithm. - Zhiyong Yang 001; Qianqian Xu; Shilong Bao; Peisong Wen; Yuan He 011; Xiaochun Cao; Qingming Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Revisiting AUC-Oriented Adversarial Training With Loss-Agnostic Perturbations. - Zhiyong Yang 001; Qianqian Xu; Wenzheng Hou; Shilong Bao; Yuan He 011; Xiaochun Cao; Qingming Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

One-dimensional Adapter to Rule Them All: Concepts, Diffusion Models and Erasing Applications. - Mengyao Lyu; Yuhong Yang 008; Haiwen Hong; Hui Chen 013; Xuan Jin; Yuan He 011; Hui Xue 001; Jungong Han; Guiguang Ding (CVPR, 2024)

Algorithm-Dependent Generalization of AUPRC Optimization: Theory and Algorithm. - Peisong Wen; Qianqian Xu; Zhiyong Yang 001; Yuan He 011; Qingming Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Improved Diversity-Promoting Collaborative Metric Learning for Recommendation. - Shilong Bao; Qianqian Xu; Zhiyong Yang 001; Yuan He 011; Xiaochun Cao; Qingming Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Improving model generalization by on-manifold adversarial augmentation in the frequency domain. - Chang Liu 077; Wenzhao Xiang 001; Yuan He 011; Hui Xue 001; Shibao Zheng; Hang Su 006 (J. Vis. Commun. Image Represent., 2025)

Top-K Pairwise Ranking: Bridging the Gap Among Ranking-Based Measures for Multi-label Classification. - Zitai Wang; Qianqian Xu; Zhiyong Yang 001; Peisong Wen; Yuan He 011; Xiaochun Cao; Qingming Huang (Int. J. Comput. Vis., 2025)

A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking. - Chang Liu 077; Yinpeng Dong; Wenzhao Xiang 001; Xiao Yang; Hang Su 006; Jun Zhu 001; Yuefeng Chen; Yuan He 011; Hui Xue 001; Shibao Zheng (Int. J. Comput. Vis., 2025)

ANF: Crafting Transferable Adversarial Point Clouds via Adversarial Noise Factorization. - Hai Chen; Shu Zhao; Xiao Yang; Huanqian Yan; Yuan He 011; Hui Xue 001; Fulan Qian; Hang Su 006 (IEEE Trans. Big Data, 2025)

AUCPro: AUC-Oriented Provable Robustness Learning. - Shilong Bao; Qianqian Xu; Zhiyong Yang 001; Yuan He 011; Xiaochun Cao; Qingming Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

GAHE: Geometry-Aware Embedding for Hyper-Relational Knowledge Graph Representation. - Zongsheng Cao; Qianqian Xu; Zhiyong Yang 001; Yuan He 011; Xiaochun Cao; Qingming Huang (ACM Trans. Multim. Comput. Commun. Appl., 2025)