| 2025 | CIKM | From Anchors to Answers: A Novel Node Tokenizer for Integrating Graph Structure into Large Language Models. | Yanbiao Ji, Chang Liu, Xin Chen, Dan Luo, Mei Li, Yue Ding, Wenqing Lin, Hongtao Lu |
| 2025 | CVPR | Few-shot Implicit Function Generation via Equivariance. | Suizhi Huang, Xingyi Yang, Hongtao Lu, Xinchao Wang |
| 2025 | ICANN | Unsupervised Domain Adaptive Hand Mesh Reconstruction of 2D Images in the Wild. | Xinyi Hou, Huayi Zhou, Yue Ding, Hongtao Lu |
| 2025 | ICCV | Discretized Gaussian Representation for Tomographic Reconstruction. | Shaokai Wu, Yuxiang Lu, Yapan Guo, Wei Ji, Suizhi Huang, Fengyu Yang, Shalayiding Sirejiding, Qichen He, Jing Tong, Yanbiao Ji, Yue Ding, Hongtao Lu |
| 2025 | ICML | BECAME: Bayesian Continual Learning with Adaptive Model Merging. | Mei Li, Yuxiang Lu, Qinyan Dai, Suizhi Huang, Yue Ding, Hongtao Lu |
| 2025 | WSDM | Towards Personalized Federated Multi-Scenario Multi-Task Recommendation. | Yue Ding, Yanbiao Ji, Xun Cai, Xin Xin, Yuxiang Lu, Suizhi Huang, Chang Liu, Xiaofeng Gao, Tsuyoshi Murata, Hongtao Lu |
| 2024 | CVPR | Fedhca | Yuxiang Lu, Suizhi Huang, Yuwen Yang, Shalayiding Sirejiding, Yue Ding, Hongtao Lu |
| 2024 | DASFAA | Towards Mixture of Task-Intensive Experts for Multi-task Recommendation. | Xun Cai, Yuxiang Lu, Hongtao Lu, Yue Ding |
| 2024 | DASFAA | Mediate: Mixture Domain Model-Agnostic Federated Learning. | Chang Liu, Yuwen Yang, Xun Cai, Yue Ding, Hongtao Lu |
| 2024 | ICASSP | YOLO-Med : Multi-Task Interaction Network for Biomedical Images. | Suizhi Huang, Shalayiding Sirejiding, Yuxiang Lu, Yue Ding, Leheng Liu, Hui Zhou, Hongtao Lu |
| 2024 | ICASSP | Changenet: Multi-Temporal Asymmetric Change Detection Dataset. | Deyi Ji, Siqi Gao, Mingyuan Tao, Hongtao Lu, Feng Zhao |
| 2024 | ICASSP | Task Indicating Transformer for Task-Conditional Dense Predictions. | Yuxiang Lu, Shalayiding Sirejiding, Bayram Bayramli, Suizhi Huang, Yue Ding, Hongtao Lu |
| 2024 | ICASSP | UNIDEAL: Curriculum Knowledge Distillation Federated Learning. | Yuwen Yang, Chang Liu, Xun Cai, Suizhi Huang, Hongtao Lu, Yue Ding |
| 2024 | ICASSP | Enhancing Cross-Domain Detection: Adaptive Class-Aware Contrastive Transformer. | Ziru Zeng, Yue Ding, Hongtao Lu |
| 2024 | ICML | Discrete Latent Perspective Learning for Segmentation and Detection. | Deyi Ji, Feng Zhao, Lanyun Zhu, Wenwei Jin, Hongtao Lu, Jieping Ye |
| 2024 | IJCAI | PPTFormer: Pseudo Multi-Perspective Transformer for UAV Segmentation. | Deyi Ji, Wenwei Jin, Hongtao Lu, Feng Zhao |
| 2024 | IJCNN | Integrating Semantic Segmentation Model for Self-Supervised Scene Flow Estimation via Cross Task Distillation. | Bayram Bayramli, Yue Ding, Hongtao Lu |
| 2024 | KDD | Beyond Binary Preference: Leveraging Bayesian Approaches for Joint Optimization of Ranking and Calibration. | Chang Liu, Qiwei Wang, Wenqing Lin, Yue Ding, Hongtao Lu |
| 2024 | KDD | DAG: Deep Adaptive and Generative | Chang Liu, Yuwen Yang, Yue Ding, Hongtao Lu, Wenqing Lin, Ziming Wu, Wendong Bi |
| 2024 | PRICAI | MMAT: Multi-scale Multi-attention Transformer for Fine-Grained Wild Fungi Visual Classification. | Qinyan Dai, Yuxiang Lu, Chunlin Wang, Hongtao Lu |
| 2023 | CVPR | Ultra-High Resolution Segmentation with Ultra-Rich Context: A Novel Benchmark. | Deyi Ji, Feng Zhao, Hongtao Lu, Mingyuan Tao, Jieping Ye |
| 2023 | CVPR | Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation. | Tianyu Li, Subhankar Roy, Huayi Zhou, Hongtao Lu, Stphane Lathuilire |
| 2023 | CVPR | A Simple Framework for Text-Supervised Semantic Segmentation. | Muyang Yi, Quan Cui, Hao Wu, Cheng Yang, Osamu Yoshie, Hongtao Lu |
| 2023 | CVPR | Generating Human Motion from Textual Descriptions with Discrete Representations. | Jianrong Zhang, Yangsong Zhang, Xiaodong Cun, Yong Zhang, Hongwei Zhao, Hongtao Lu, Xi Shen, Shan Ying |
| 2023 | ICASSP | Spammer Detection on Short Video Applications: A new Challenge and Baselines. | Muyang Yi, Dong Liang, Rui Wang, Yue Ding, Hongtao Lu |
| 2023 | ICASSP | Stuart: Individualized Classroom Observation of Students with Automatic Behavior Recognition And Tracking. | Huayi Zhou, Fei Jiang, Jiaxin Si, Lili Xiong, Hongtao Lu |
| 2023 | ICONIP | Landmark-Assisted Facial Action Unit Detection with Optimal Attention and Contrastive Learning. | Yi Yang, Qiaoping Hu, Hongtao Lu, Fei Jiang, Yaoyi Li |
| 2023 | ICONIP | Multi-scale Local Region-Based Facial Action Unit Detection with Graph Convolutional Network. | Yi Yang, Zhenchang Zhang, Hongtao Lu, Fei Jiang |
| 2023 | IJCAI | Guided Patch-Grouping Wavelet Transformer with Spatial Congruence for Ultra-High Resolution Segmentation. | Deyi Ji, Feng Zhao, Hongtao Lu |
| 2023 | WACV | Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation. | Yangsong Zhang, Subhankar Roy, Hongtao Lu, Elisa Ricci, Stphane Lathuilire |
| 2023 | WSDM | Position-Aware Subgraph Neural Networks with Data-Efficient Learning. | Chang Liu, Yuwen Yang, Zhe Xie, Hongtao Lu, Yue Ding |
| 2022 | CVPR | Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation. | Deyi Ji, Haoran Wang, Mingyuan Tao, Jianqiang Huang, Xian-Sheng Hua, Hongtao Lu |
| 2022 | ICASSP | Exploring Category Consistency for Weakly Supervised Semantic Segmentation. | Zhaozhi Xie, Hongtao Lu |
| 2022 | ICASSP | Coneface: Approximate Pairwise Loss for Face Recognition. | Zijun Zhuang, Hongtao Lu |
| 2022 | ICIP | Merged U-Net for Bone Tumors X-Ray Images Segmentation. | Zhaozhi Xie, Keyang Zhao, Xu Yan, Sheng-Hui Wu, Jiong Mei, Hongtao Lu |
| 2021 | BMVC | Towards Dynamic and Scalable Active Learning with Neural Architecture Adaption for Object Detection. | Fuhui Tang, Chenhan Jiang, Dafeng Wei, Hang Xu, Andi Zhang, Wei Zhang, Hongtao Lu, Chunjing Xu |
| 2021 | CIKM | Semi-deterministic and Contrastive Variational Graph Autoencoder for Recommendation. | Yue Ding, Yuxiang Shi, Bo Chen, Chenghua Lin, Hongtao Lu, Jie Li, Ruiming Tang, Dong Wang |
| 2021 | ICASSP | Laplacian Regularized Tensor Low-Rank Minimization for Hyperspectral Snapshot Compressive Imaging. | Yi Yang, Fei Jiang, Hongtao Lu |
| 2021 | ICDAR | Text Detection by Jointly Learning Character and Word Regions. | Deyang Wu, Xingfei Hu, Zhaozhi Xie, Haiyan Li, Usman Ali, Hongtao Lu |
| 2021 | ICONIP | ShallowNet: An Efficient Lightweight Text Detection Network Based on Instance Count-Aware Supervision Information. | Xingfei Hu, Deyang Wu, Haiyan Li, Fei Jiang, Hongtao Lu |
| 2021 | MMM | Multi-level Gate Feature Aggregation with Spatially Adaptive Batch-Instance Normalization for Semantic Image Synthesis. | Jia Long, Hongtao Lu |
| 2021 | MMM | Spatial Gradient Guided Learning and Semantic Relation Transfer for Facial Landmark Detection. | Jian Wang, Yaoyi Li, Hongtao Lu |
| 2021 | PRICAI | Collaborative Positional-Motion Excitation Module for Efficient Action Recognition. | Tamam Alsarhan, Hongtao Lu |
| 2021 | WWW | Adversarial and Contrastive Variational Autoencoder for Sequential Recommendation. | Zhe Xie, Chengxuan Liu, Yichi Zhang, Hongtao Lu, Dong Wang, Yue Ding |
| 2020 | AAAI | Natural Image Matting via Guided Contextual Attention. | Yaoyi Li, Hongtao Lu |
| 2020 | AAAI | Show, Recall, and Tell: Image Captioning with Recall Mechanism. | Li Wang, Zechen Bai, Yonghua Zhang, Hongtao Lu |
| 2020 | CVPR | Learning Texture Transformer Network for Image Super-Resolution. | Fuzhi Yang, Huan Yang, Jianlong Fu, Hongtao Lu, Baining Guo |
| 2020 | ICANN | Ensemble-Based Deep Metric Learning for Few-Shot Learning. | Meng Zhou, Yaoyi Li, Hongtao Lu |
| 2020 | ICONIP | Denstity Level Aware Network for Crowd Counting. | Wencai Zhong, Wei Wang, Hongtao Lu |
| 2020 | ICPR | Image-based Table Cell Detection: a Novel Table Structure Decomposition Method with New Dataset. | Dafeng Wei, Hongtao Lu, Yi Zhou, Kai Chen |
| 2019 | APWEB | Community Detection in Knowledge Graph Network with Matrix Factorization Learning. | Xiaohua Shi, Yin Qian, Hongtao Lu |
| 2019 | CVPR | Look Back and Predict Forward in Image Captioning. | Yu Qin, Jiajun Du, Yonghua Zhang, Hongtao Lu |
| 2019 | CVPR | Unsupervised Person Re-Identification With Iterative Self-Supervised Domain Adaptation. | Haotian Tang, Yiru Zhao, Hongtao Lu |
| 2019 | CVPR | Attribute-Driven Feature Disentangling and Temporal Aggregation for Video Person Re-Identification. | Yiru Zhao, Xu Shen, Zhongming Jin, Hongtao Lu, Xian-Sheng Hua |
| 2019 | DASFAA | Data Quality Management in Institutional Research Output Data Center. | Xiaohua Shi, Zhuoyuan Xing, Hongtao Lu |
| 2019 | ICONIP | Temporal Continuity Based Unsupervised Learning for Person Re-identification. | Usman Ali, Bayram Bayramli, Hongtao Lu |
| 2019 | ICONIP | FH-GAN: Face Hallucination and Recognition Using Generative Adversarial Network. | Bayram Bayramli, Usman Ali, Te Qi, Hongtao Lu |
| 2019 | ICONIP | Improve Image Captioning by Self-attention. | Zhenru Li, Yaoyi Li, Hongtao Lu |
| 2019 | IJCNN | Network Search for Binary Networks. | Jiajun Du, Yu Qin, Hongtao Lu |
| 2019 | IJCNN | Recurrent Layer Aggregation using LSTM. | Yu Qin, Jiajun Du, Xinyao Wang, Hongtao Lu |
| 2018 | AAAI | Efficient Multi-Dimensional Tensor Sparse Coding Using t-Linear Combination. | Fei Jiang, Xiao-Yang Liu, Hongtao Lu, Ruimin Shen |
| 2018 | ACCV | Multilevel Collaborative Attention Network for Person Search. | Wenbo Li, Ze Chen, Zhenyong Fu, Hongtao Lu |
| 2018 | ECCV | An Adversarial Approach to Hard Triplet Generation. | Yiru Zhao, Zhongming Jin, Guo-Jun Qi, Hongtao Lu, Xian-Sheng Hua |
| 2018 | ICASSP | Anisotropic Total Variation Regularized Low-Rank Tensor Completion Based On Tensor Nuclear Norm for Color Image Inpainting. | Fei Jiang, Xiao-Yang Liu, Hongtao Lu, Ruimin Shen |
| 2018 | ICMV | End to end multi-scale convolutional neural network for crowd counting. | Deyi Ji, Hongtao Lu, Tongzhen Zhang |
| 2018 | ICMV | Modeling long range relations by feature translation. | Te Qi, Hongtao Lu, Huiyu Weng |
| 2017 | CVPR | Bayesian Supervised Hashing. | Zihao Hu, Junxuan Chen, Hongtao Lu, Tongzhen Zhang |
| 2017 | DASFAA | Adaptive Overlapping Community Detection with Bayesian NonNegative Matrix Factorization. | Xiaohua Shi, Hongtao Lu, Guanbo Jia |
| 2017 | ICONIP | Convolutional Gated Recurrent Units Fusion for Video Action Recognition. | Bo Huang, Hualong Huang, Hongtao Lu |
| 2017 | ICONIP | Stereo Matching Using Conditional Adversarial Networks. | Hualong Huang, Bo Huang, Hongtao Lu, Huiyu Weng |
| 2017 | IJCNN | Learning deep representations with diode loss for quantization-based similarity search. | Shicong Liu, Hongtao Lu |
| 2016 | APWEB | Community Inference with Bayesian Non-negative Matrix Factorization. | Xiaohua Shi, Hongtao Lu |
| 2016 | GLOBECOM | Quadrature Down-Conversion Based Analog Self-Interference Cancellation for Continuous Wave Radars. | Hongtao Lu, Chuan Huang, Martin Taranetz, Stefan Schwarz, Shihai Shao |
| 2016 | ICDM | Aggregating Tree for Searching in Billion Scale High Dimensional Data. | Shicong Liu, Junru Shao, Hongtao Lu |
| 2016 | ICMLC | Accelerated distance computation with encoding tree/forest for high dimensional data. | Shicong Liu, Junru Shao, Hongtao Lu |
| 2016 | ICONIP | Fast Visual Object Tracking Using Convolutional Filters. | Mingxuan Di, Guang Yang, Qinchuan Zhang, Kang Fu, Hongtao Lu |
| 2016 | IJCAI | Natural Supervised Hashing. | Qi Liu, Hongtao Lu |
| 2015 | ICONIP | Constrained Non-negative Matrix Factorization with Graph Laplacian. | Pan Chen, Yangcheng He, Hongtao Lu, Li Wu |
| 2014 | AAAI | Locality Preserving Hashing. | Kang Zhao, Hongtao Lu, Jincheng Mei |
| 2014 | ACCV | Action Recognition Using Hybrid Feature Descriptor and VLAD Video Encoding. | Dong Xing, Xianzhong Wang, Hongtao Lu |
| 2014 | GLOBECOM | Self-mixed self-interference analog cancellation in full-duplex communications. | Hongtao Lu, Shihai Shao, Youxi Tang |
| 2014 | ICIP | Adaptive stereo matching via loop-erased random walk. | Xuejiao Bai, Xuan Luo, Shuo Li, Hongtao Lu |
| 2014 | ICONIP | Online Recommender System Based on Social Network Regularization. | Zhuo Wang, Hongtao Lu |
| 2014 | ICONIP | Multi-label Linear Discriminant Analysis with Locality Consistency. | Yuzhang Yuan, Kang Zhao, Hongtao Lu |
| 2013 | BMVC | Perception Preserving Projections. | Saining Xie, Jiashi Feng, Shuicheng Yan, Hongtao Lu |
| 2013 | ICONIP | Image Classification Based on Weight Adjustment before Feature Pooling. | Shaokun Feng, Hongtao Lu, Lei Huang |
| 2013 | ICONIP | Local Linear Spectral Hashing. | Kang Zhao, Dengxiang Liu, Hongtao Lu |
| 2012 | ICPR | Multi-task co-clustering via nonnegative matrix factorization. | Saining Xie, Hongtao Lu, Yangcheng He |
| 2011 | AAAI | Symmetric Graph Regularized Constraint Propagation. | Zhenyong Fu, Zhiwu Lu, Horace Ho-Shing Ip, Yuxin Peng, Hongtao Lu |
| 2011 | BMVC | Group Sparse Non-negative Matrix Factorization for Multi-Manifold Learning. | Xiangyang Liu, Hongtao Lu, Hua Gu |
| 2011 | ICONIP | An Integrated Hierarchical Gaussian Mixture Model to Estimate Vigilance Level Based on EEG Recordings. | Jing-Nan Gu, Hongjun Liu, Hongtao Lu, Bao-Liang Lu |
| 2011 | ICONIP | Vigilance Estimation Based on Statistic Learning with One ICA Component of EEG Signal. | Hong-Bin Yu, Hongtao Lu |
| 2010 | ICIP | Multi-manifold modeling for head pose estimation. | Xiangyang Liu, Hongtao Lu, Wenbin Li |
| 2010 | ICMLC | Estimate vigilance level in driving simulation based on sparse representation. | Hongjun Liu, Hong-Bin Yu, Qing-Sheng Ren, Hongtao Lu |
| 2010 | ICNC | Blind image watermark analysis using higher order statistics. | Wei Lu, Wei Sun, Hongtao Lu |
| 2009 | ACCV | Head Pose Estimation Based on Manifold Embedding and Distance Metric Learning. | Xiangyang Liu, Hongtao Lu, Daqiang Zhang |
| 2009 | CAIP | Smooth Multi-Manifold Embedding for Robust Identity-Independent Head Pose Estimation. | Xiangyang Liu, Hongtao Lu, Heng Luo |
| 2009 | ICCV | SURF Tracking. | Wei He, Takayoshi Yamashita, Hongtao Lu, Shihong Lao |
| 2009 | ICIG | Illumination Invariant Object Tracking with Incremental Subspace Learning. | Gang Yu, Hongtao Lu |
| 2009 | ICIP | A new representation method of head images for head pose estimation. | Xiangyang Liu, Hongtao Lu, Heng Luo |
| 2009 | ICNC | Enriched Gabor Feature Based PCA for Face Recognition with One Training Image per Person. | Wei Lu, Wei Sun, Hongtao Lu |
| 2009 | ICONIP | Robust Incremental Subspace Learning for Object Tracking. | Gang Yu, Zhiwei Hu, Hongtao Lu |
| 2008 | ISKE | Mining diagnostic rules of breast tumor on ultrasound image using cost-sensitive RuleFit method. | Wei Yang, Su Zhang, Yazhu Chen, Yaqing Chen, Wenying Li, Hongtao Lu |
| 2008 | ISNN | Fragile Watermarking Schemes for Tamperproof Web Pages. | Xiangyang Liu, Hongtao Lu |
| 2008 | ISNN | Blind Image Watermark Analysis Using Feature Fusion and Neural Network Classifier. | Wei Lu, Wei Sun, Hongtao Lu |
| 2007 | ICNC | Bagging Evolutionary Feature Extraction Algorithm for Classification. | Tianwen Zhao, Qijun Zhao, Hongtao Lu, David Zhang |
| 2007 | ISNN | A New Segmentation Method Based on SVM for HIFU Image-Guided System. | Zhao Zhang, Su Zhang, Wei Yang, Yazhu Chen, Hongtao Lu |
| 2006 | AAAI | A Direct Evolutionary Feature Extraction Algorithm for Classifying High Dimensional Data. | Qijun Zhao, David Zhang, Hongtao Lu |
| 2006 | ISNN | Image Fakery and Neural Network Based Detection. | Wei Lu, Fu-Lai Chung, Hongtao Lu |
| 2006 | ISNN | Robust Image Watermarking Using RBF Neural Network. | Wei Lu, Hongtao Lu, Fu-Lai Chung |
| 2006 | ISNN | Parsimonious Feature Extraction Based on Genetic Algorithms and Support Vector Machines. | Qijun Zhao, Hongtao Lu, David Zhang |
| 2005 | ICNC | GA-Driven LDA in KPCA Space for Facial Expression Recognition. | Qijun Zhao, Hongtao Lu |
| 2005 | ISNN | SVR-Based Oblivious Watermarking Scheme. | Yonggang Fu, Ruimin Shen, Hongtao Lu, Xusheng Lei |
| 2005 | ISNN | Subsampling-Based Robust Watermarking Using Neural Network Detector. | Wei Lu, Hongtao Lu, Fu-Lai Chung |
| 2005 | ISNN | Convergence Analysis of Genetic Regulatory Networks Based on Nonlinear Measures. | Hongtao Lu, Zhizhou Zhang, Lin He |
| 2004 | ISNN | Optimal Watermark Detection Based on Support Vector Machines. | Yonggang Fu, Ruimin Shen, Hongtao Lu |
| 2004 | ISNN | Color Image Watermarking Based on Neural Networks. | Wei Lu, Hongtao Lu, Ruimin Shen |
| 1995 | ISCAS | On the Capacity of Intraconnected Bidirectional Associative Memory. | Baoyun Wang, Luxi Yang, Hongtao Lu, Zhenya He |
| 1995 | ISCAS | A New Type of Chaotic Attractor with Cellular Neural Networks. | Hongtao Lu, Luxi Yang, Baoyun Wang, Zhenya He |