| 2023 | AAAI | Multi-Relational Contrastive Learning Graph Neural Network for Drug-Drug Interaction Event Prediction. | Zhankun Xiong, Shichao Liu, Feng Huang, Ziyan Wang, Xuan Liu, Zhongfei Zhang, Wen Zhang |
| 2022 | AAAI | Reducing Flipping Errors in Deep Neural Networks. | Xiang Deng, Yun Xiao, Bo Long, Zhongfei Zhang |
| 2022 | CVPR | Deep Hybrid Models for Out-of-Distribution Detection. | Senqi Cao, Zhongfei Zhang |
| 2022 | ECCV | Personalized Education: Blind Knowledge Distillation. | Xiang Deng, Jian Zheng, Zhongfei Zhang |
| 2022 | ICIP | Video-Grounded Dialogues with Joint Video and Image Training. | Hangyu Zhang, Yingming Li, Zhongfei Zhang |
| 2022 | ICML | Deep Causal Metric Learning. | Xiang Deng, Zhongfei Zhang |
| 2022 | IJCAI | Multi-Proxy Learning from an Entropy Optimization Perspective. | Yunlong Yu, Dingyi Zhang, Yingming Li, Zhongfei Zhang |
| 2022 | PRICAI | Training a Lightweight ViT Network for Image Retrieval. | Hanqi Zhang, Yunlong Yu, Yingming Li, Zhongfei Zhang |
| 2021 | AAAI | Learning with Retrospection. | Xiang Deng, Zhongfei Zhang |
| 2021 | CVPR | CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation. | Xingran Zhou, Bo Zhang, Ting Zhang, Pan Zhang, Jianmin Bao, Dong Chen, Zhongfei Zhang, Fang Wen |
| 2021 | IJCAI | Graph-Free Knowledge Distillation for Graph Neural Networks. | Xiang Deng, Zhongfei Zhang |
| 2020 | CVPR | Attentive Semantic Preservation Network for Zero-Shot Learning. | Ziqian Lu, Yunlong Yu, Zhe-Ming Lu, Feng-Li Shen, Zhongfei Zhang |
| 2020 | CVPR | Episode-Based Prototype Generating Network for Zero-Shot Learning. | Yunlong Yu, Zhong Ji, Jungong Han, Zhongfei Zhang |
| 2020 | EMNLP | BERT-enhanced Relational Sentence Ordering Network. | Baiyun Cui, Yingming Li, Zhongfei Zhang |
| 2020 | EMNLP | Dual Low-Rank Multimodal Fusion. | Tao Jin, Siyu Huang, Yingming Li, Zhongfei Zhang |
| 2020 | ICASSP | Stacked Pooling for Boosting Scale Invariance of Crowd Counting. | Siyu Huang, Xi Li, Zhi-Qi Cheng, Zhongfei Zhang, Alexander G. Hauptmann |
| 2020 | IJCAI | SBAT: Video Captioning with Sparse Boundary-Aware Transformer. | Tao Jin, Siyu Huang, Ming Chen, Yingming Li, Zhongfei Zhang |
| 2019 | AAAI | Spatio-Temporal Graph Routing for Skeleton-Based Action Recognition. | Bin Li, Xi Li, Zhongfei Zhang, Fei Wu |
| 2019 | AAAI | Cross-Relation Cross-Bag Attention for Distantly-Supervised Relation Extraction. | Yujin Yuan, Liyuan Liu, Siliang Tang, Zhongfei Zhang, Yueting Zhuang, Shiliang Pu, Fei Wu, Xiang Ren |
| 2019 | AAAI | Learning a Key-Value Memory Co-Attention Matching Network for Person Re-Identification. | Yaqing Zhang, Xi Li, Zhongfei Zhang |
| 2019 | CVPR | Text Guided Person Image Synthesis. | Xingran Zhou, Siyu Huang, Bin Li, Yingming Li, Jiachen Li, Zhongfei Zhang |
| 2019 | EMNLP | Fine-tune BERT with Sparse Self-Attention Mechanism. | Baiyun Cui, Yingming Li, Ming Chen, Zhongfei Zhang |
| 2019 | EMNLP | Low-Rank HOCA: Efficient High-Order Cross-Modal Attention for Video Captioning. | Tao Jin, Siyu Huang, Yingming Li, Zhongfei Zhang |
| 2018 | AAAI | FR-ANet: A Face Recognition Guided Facial Attribute Classification Network. | Jiajiong Cao, Yingming Li, Xi Li, Zhongfei Zhang |
| 2018 | AAAI | Learning With Incomplete Labels. | Yingming Li, Zenglin Xu, Zhongfei Zhang |
| 2018 | AAAI | Multi-Channel Pyramid Person Matching Network for Person Re-Identification. | Chaojie Mao, Yingming Li, Yaqing Zhang, Zhongfei Zhang, Xi Li |
| 2018 | ACML | TVT: Two-View Transformer Network for Video Captioning. | Ming Chen, Yingming Li, Zhongfei Zhang, Siyu Huang |
| 2018 | ACML | Relative Attribute Learning with Deep Attentive Cross-image Representation. | Zeshang Zhang, Yingming Li, Zhongfei Zhang |
| 2018 | CVPR | Partially Shared Multi-Task Convolutional Neural Network With Local Constraint for Face Attribute Learning. | Jiajiong Cao, Yingming Li, Zhongfei Zhang |
| 2018 | EMNLP | Deep Attentive Sentence Ordering Network. | Baiyun Cui, Yingming Li, Ming Chen, Zhongfei Zhang |
| 2018 | ICIP | Celeb-500K: A Large Training Dataset for Face Recognition. | Jiajiong Cao, Yingming Li, Zhongfei Zhang |
| 2017 | AAAI | Structural Correspondence Learning for Cross-Lingual Sentiment Classification with One-to-Many Mappings. | Nana Li, Shuangfei Zhai, Zhongfei Zhang, Boying Liu |
| 2017 | ACML | Pyramid Person Matching Network for Person Re-identification. | Chaojie Mao, Yingming Li, Zhongfei Zhang, Yaqing Zhang, Xi Li |
| 2017 | CIKM | Text Coherence Analysis Based on Deep Neural Network. | Baiyun Cui, Yingming Li, Yaqing Zhang, Zhongfei Zhang |
| 2017 | CVPR | S3Pool: Pooling with Stochastic Spatial Sampling. | Shuangfei Zhai, Hui Wu, Abhishek Kumar, Yu Cheng, Yongxi Lu, Zhongfei Zhang, Rogrio Schmidt Feris |
| 2017 | UIC | Research on optimization allocation of manufacturing resource services in the cloud environment. | Guofu Luo, Zhongfei Zhang, Dayuan Wu, Xiaoke Li, Geng Liu |
| 2016 | ICML | Deep Structured Energy Based Models for Anomaly Detection. | Shuangfei Zhai, Yu Cheng, Weining Lu, Zhongfei Zhang |
| 2016 | IJCAI | Self-Paced Boost Learning for Classification. | Te Pi, Xi Li, Zhongfei Zhang, Deyu Meng, Fei Wu, Jun Xiao, Yueting Zhuang |
| 2016 | IJCAI | Semantics-Aware Deep Correspondence Structure Learning for Robust Person Re-Identification. | Yaqing Zhang, Xi Li, Liming Zhao, Zhongfei Zhang |
| 2016 | WWW | Attention Based Recurrent Neural Networks for Online Advertising. | Shuangfei Zhai, Keng-hao Chang, Ruofei Zhang, Zhongfei Zhang |
| 2015 | ICDM | Convex Approximation to the Integral Mixture Models Using Step Functions. | Yi Xu, Yilin Zhu, Zhongfei Zhang, Yaqing Zhang, Philip S. Yu |
| 2015 | IJCAI | Sketch the Storyline with CHARCOAL: A Non-Parametric Approach. | Siliang Tang, Fei Wu, Si Li, Weiming Lu, Zhongfei Zhang, Yueting Zhuang |
| 2014 | ICDM | Structural Bregman Distance Functions Learning to Rank with Self-Reinforcement. | Te Pi, Xi Li, Zhongfei Zhang |
| 2014 | ICPR | Cross Domain Shared Subspace Learning for Unsupervised Transfer Classification. | Zheng Fang, Zhongfei Zhang |
| 2013 | ICML | Multi-Task Learning with Gaussian Matrix Generalized Inverse Gaussian Model. | Ming Yang, Yingming Li, Zhongfei Zhang |
| 2013 | SIGIR | A low rank structural large margin method for cross-modal ranking. | Xinyan Lu, Fei Wu, Siliang Tang, Zhongfei Zhang, Xiaofei He, Yueting Zhuang |
| 2013 | SDM | Discriminative Transfer Learning on Manifold. | Zheng Fang, Zhongfei Zhang |
| 2012 | ICDM | Geodesic Based Semi-supervised Multi-manifold Feature Extraction. | Mingyu Fan, Xiaoqin Zhang, Zhouchen Lin, Zhongfei Zhang, Hujun Bao |
| 2011 | CIKM | Pattern change discovery between high dimensional data sets. | Yi Xu, Zhongfei Zhang, Philip S. Yu, Bo Long |
| 2010 | AAAI | A Topic Model for Linked Documents and Update Rules for its Estimation. | Zhen Guo, Shenghuo Zhu, Zhongfei Zhang, Yun Chi, Yihong Gong |
| 2010 | ICPR | Unsupervised Learning from Linked Documents. | Zhen Guo, Shenghuo Zhu, Yun Chi, Zhongfei Zhang, Yihong Gong |
| 2009 | ACCV | Spectral Graph Partitioning Based on a Random Walk Diffusion Similarity Measure. | Xi Li, Weiming Hu, Zhongfei Zhang, Yang Liu |
| 2009 | ICDM | Knowledge Discovery from Citation Networks. | Zhen Guo, Zhongfei Zhang, Shenghuo Zhu, Yun Chi, Yihong Gong |
| 2009 | SIGIR | A latent topic model for linked documents. | Zhen Guo, Shenghuo Zhu, Yun Chi, Zhongfei Zhang, Yihong Gong |
| 2008 | BMVC | Trajectory-Based Video Retrieval Using Dirichlet Process Mixture Models. | Xi Li, Weiming Hu, Zhongfei Zhang, Xiaoqin Zhang, Guan Luo |
| 2008 | CVPR | Visual tracking via incremental Log-Euclidean Riemannian subspace learning. | Xi Li, Weiming Hu, Zhongfei Zhang, Xiaoqin Zhang, Mingliang Zhu, Jian Cheng |
| 2008 | ECCV | Robust Visual Tracking Based on an Effective Appearance Model. | Xi Li, Weiming Hu, Zhongfei Zhang, Xiaoqin Zhang |
| 2008 | ICPR | Multiclass spectral clustering based on discriminant analysis. | Xi Li, Zhongfei Zhang, Yanguo Wang, Weiming Hu |
| 2007 | ICCV | Robust Visual Tracking Based on Incremental Tensor Subspace Learning. | Xi Li, Weiming Hu, Zhongfei Zhang, Xiaoqin Zhang, Guan Luo |
| 2007 | ICIP | Corner Detection of Contour Images using Spectral Clustering. | Xi Li, Weiming Hu, Zhongfei Zhang |
| 2007 | KDD | Enhanced max margin learning on multimodal data mining in a multimedia database. | Zhen Guo, Zhongfei Zhang, Eric P. Xing, Christos Faloutsos |
| 2006 | CBMS | Automatic Medical Image Annotation and Retrieval Using SECC. | Jian Yao, Sameer K. Antani, L. Rodney Long, George R. Thoma, Zhongfei Zhang |
| 2002 | ICDM | Mining Surveillance Video for Independent Motion Detection. | Zhongfei Zhang |
| 2002 | ICTAI | A Clustering Based Approach to Efficient Image Retrieval. | Ruofei Zhang, Zhongfei Zhang |
| 1999 | ICTAI | Spatial Color Histograms for Content-Based Image Retrieval. | Aibing Rao, Rohini K. Srihari, Zhongfei Zhang |
| 1999 | ICTAI | Face Detection and Its Applications in Intelligent and Focused Image Retrieval. | Zhongfei Zhang, Rohini K. Srihari, Aibing Rao |
| 1998 | SMC | Identifying human faces in general appearances. | Zhongfei Zhang |
| 1994 | CVPR | Qualitative obstacle detection. | Zhongfei Zhang, Richard S. Weiss, Allen R. Hanson |
| 1993 | ICRA | Automatic Calibration and Visual Servoing for a Robot Navigation System. | Zhongfei Zhang, Richard S. Weiss, Allen R. Hanson |
| 1991 | CVPR | Feature matching in 360° waveforms for robot navigation. | Zhongfei Zhang, Richard S. Weiss, Edward M. Riseman |