| 2026 | AAAI | Rethinking Visual Token Reduction in LVLMs Under Cross-Modal Misalignment. | Rui Xu, Yunke Wang, Yong Luo, Bo Du |
| 2026 | ACL | GoT-R1: Internalizing Graph-of-Thought via Structural Reinforcement for High-Density Reasoning. | Zuchao Li, Qiwei Li, Yao Yao, Hai Zhao, Lefei Zhang, Bo Du |
| 2026 | ICDE | HistCore: Scalable $k$-Core Decomposition on GPUs with Locality-Aware Computation. | Chen Zhao, Guojia Wan, Ting Yu, Jiawei Jiang, Bo Du |
| 2026 | KDD | CFLight: Enhancing Safety with Traffic Signal Control through Counterfactual Learning. | Mingyuan Li, Chunyu Liu, Zhuojun Li, Xiao Liu, Guangsheng Yu, Bo Du, Jun Shen, Qiang Wu |
| 2026 | KDD | MTGenRec: An Efficient Distributed Training System for Generative Recommendation Models in Meituan. | Yuxiang Wang, Chi Ma, Xiao Yan, Mincong Huang, Xiaoguang Li, Ruidong Han, Bin Yin, Shangyu Chen, Xiang Li, Fei Jiang, Lei Yu, Chuan Liu, Wei Lin, Haowei Han, Xiaokai Zhou, Bo Du, Jiawei Jiang |
| 2026 | NDSS | InverTune: A Backdoor Defense Method for Multimodal Contrastive Learning via Backdoor-Adversarial Correlation Analysis. | Mengyuan Sun, Yu Li, Yunjie Ge, Yuchen Liu, Bo Du, Qian Wang |
| 2026 | WWW | Hierarchical Prompt Contrastive Learning for Weakly Supervised Histopathology Segmentation. | Zengmao Wang, Ming Hu, Chaoyang Zhou, Shiying Sun, Qingping Zheng, Leifei Zhang, Yongchao Xu, Bo Du |
| 2025 | AAAI | WaterDiffusion: Learning a Prior-involved Unrolling Diffusion for Joint Underwater Saliency Detection and Visual Restoration. | Laibin Chang, Yunke Wang, Longxiang Deng, Bo Du, Chang Xu |
| 2025 | AAAI | Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo-Labeling. | Haoran Li, Xingjian Li, Jiahua Shi, Huaming Chen, Bo Du, Daisuke Kihara, Johan Barthlemy, Jun Shen, Min Xu |
| 2025 | AAAI | Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning. | Tianle Xia, Liang Ding, Guojia Wan, Yibing Zhan, Bo Du, Dacheng Tao |
| 2025 | AAAI | Mesoscopic Insights: Orchestrating Multi-Scale & Hybrid Architecture for Image Manipulation Localization. | Xuekang Zhu, Xiaochen Ma, Lei Su, Zhuohang Jiang, Bo Du, Xiwen Wang, Zeyu Lei, Wentao Feng, Chi-Man Pun, Ji-Zhe Zhou |
| 2025 | ACL | Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment. | Hongda Sun, Jiaren Peng, Wenzhong Yang, Liang He, Bo Du, Rui Yan |
| 2025 | ACL | Bypass Back-propagation: Optimization-based Structural Pruning for Large Language Models via Policy Gradient. | Yuan Gao, Zujing Liu, Weizhong Zhang, Bo Du, Gui-Song Xia |
| 2025 | ACL | DNASpeech: A Contextualized and Situated Text-to-Speech Dataset with Dialogues, Narratives and Actions. | Chuanqi Cheng, Hongda Sun, Bo Du, Shuo Shang, Xinrong Hu, Rui Yan |
| 2025 | ACL | Dynamic Parallel Tree Search for Efficient LLM Reasoning. | Yifu Ding, Wentao Jiang, Shunyu Liu, Yongcheng Jing, Jinyang Guo, Yingjie Wang, Jing Zhang, Zengmao Wang, Ziwei Liu, Bo Du, Xianglong Liu, Dacheng Tao |
| 2025 | ACL | Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language Models. | Zihong Zhang, Liqi He, Zuchao Li, Lefei Zhang, Hai Zhao, Bo Du |
| 2025 | ACL | KaFT: Knowledge-aware Fine-tuning for Boosting LLMs' Domain-specific Question-Answering Performance. | Qihuang Zhong, Liang Ding, Xiantao Cai, Juhua Liu, Bo Du, Dacheng Tao |
| 2025 | CVPR | Cheb-GR: Rethinking K-nearest Neighbor Search in Re-ranking for Person Re-identification. | Jinxi Yang, He Li, Bo Du, Mang Ye |
| 2025 | EDBT | GPU Architectures in Graph Analytics: A Comparative Experimental Study. | Peichen Xie, Zhigao Zheng, Yongluan Zhou, Yang Xiu, Hao Liu, Zhixiang Yang, Yu Zhang, Bo Du |
| 2025 | EMNLP | From Parameters to Performance: A Data-Driven Study on LLM Structure and Development. | Suqing Wang, Zuchao Li, Luohe Shi, Bo Du, Hai Zhao, Yun Li, Qianren Wang |
| 2025 | ICCV | CogNav: Cognitive Process Modeling for Object Goal Navigation with LLMs. | Yihan Cao, Jiazhao Zhang, Zhinan Yu, Shuzhen Liu, Zheng Qin, Qin Zou, Bo Du, Kai Xu |
| 2025 | ICCV | Conditional Visual Autoregressive Modeling for Pathological Image Restoration. | Ziyi Liu, Zhe Xu, Jiabo Ma, Wenqiang Li, Ruixuan Wang, Bo Du, Hao Chen |
| 2025 | ICCV | Rethink Sparse Signals for Pose-Guided Text-to-Image Generation. | Wenjie Xuan, Jing Zhang, Juhua Liu, Bo Du, Dacheng Tao |
| 2025 | ICCV | Unsupervised Visible-Infrared Person Re-Identification Under Unpaired Settings. | Haoyu Yao, Bin Yang, Wenke Huang, Bo Du, Mang Ye |
| 2025 | ICDE | Hounding Data Diversity: Towards Participant Selection in Vertical Federated Learning. | Xiaokai Zhou, Xiao Yan, Fangcheng Fu, Xinyan Li, Hao Huang, Quanqing Xu, Chuanhui Yang, Bo Du, Tieyun Qian, Jiawei Jiang |
| 2025 | ICML | Learn from Downstream and Be Yourself in Multimodal Large Language Models Fine-Tuning. | Wenke Huang, Jian Liang, Zekun Shi, Didi Zhu, Guancheng Wan, He Li, Bo Du, Dacheng Tao, Mang Ye |
| 2025 | ICML | Be Confident: Uncovering Overfitting in MLLM Multi-Task Tuning. | Wenke Huang, Jian Liang, Guancheng Wan, Didi Zhu, He Li, Jiawei Shao, Mang Ye, Bo Du, Dacheng Tao |
| 2025 | ICML | When Data-Free Knowledge Distillation Meets Non-Transferable Teacher: Escaping Out-of-Distribution Trap is All You Need. | Ziming Hong, Runnan Chen, Zengmao Wang, Bo Han, Bo Du, Tongliang Liu |
| 2025 | ICML | GHOST: Generalizable One-Shot Federated Graph Learning with Proxy-Based Topology Knowledge Retention. | Jiaru Qian, Guancheng Wan, Wenke Huang, Guibin Zhang, Yuxin Wu, Bo Du, Mang Ye |
| 2025 | ICML | Retrieval-Augmented Perception: High-resolution Image Perception Meets Visual RAG. | Wenbin Wang, Yongcheng Jing, Liang Ding, Yingjie Wang, Li Shen, Yong Luo, Bo Du, Dacheng Tao |
| 2025 | ICML | Decision Mixer: Integrating Long-term and Local Dependencies via Dynamic Token Selection for Decision-Making. | Hongling Zheng, Li Shen, Yong Luo, Deheng Ye, Bo Du, Jialie Shen, Dacheng Tao |
| 2025 | IJCAI | Pixel-wise Divide and Conquer for Federated Vessel Segmentation. | Tian Chen, Wenke Huang, Zhihao Wang, Zekun Shi, He Li, Wenhui Dong, Mang Ye, Bo Du, Yongchao Xu |
| 2025 | IJCAI | Spotlighting Partially Visible Cinematic Language for Video-to-Audio Generation via Self-distillation. | Feizhen Huang, Yu Wu, Yutian Lin, Bo Du |
| 2025 | IJCAI | Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph. | Yuxiang Wang, Xiao Yan, Shiyu Jin, Quanqing Xu, Chuang Hu, Yuanyuan Zhu, Bo Du, Jia Wu, Jiawei Jiang |
| 2025 | IJCNN | On The Impact of Different Batch Sizes on Byzantine Robustness in Federated Learning. | Xinjian Huang, Yuxin Wei, Yunxuan Li, Yishuo Zhao, Bo Du |
| 2025 | IROS | Learning to Exploit Leg Odometry Enables Terrain-Aware Quadrupedal Locomotion. | Yong Zhou, Jiawei Jiang, Bo Du, Zengmao Wang |
| 2025 | ICRA | Tracking Everything in Robotic-Assisted Surgery. | Bohan Zhan, Wang Zhao, Yi Fang, Bo Du, Francisco Vasconcelos, Danail Stoyanov, Daniel S. Elson, Baoru Huang |
| 2025 | ICWS | Graph-Structured Small Molecule Drug Discovery Through Deep Learning: Progress, Challenges, and Opportunities. | Kun Li, Yida Xiong, Hongzhi Zhang, Xiantao Cai, Jia Wu, Bo Du, Wenbin Hu |
| 2025 | KDD | FuzzyLight: A Robust Two-Stage Fuzzy Approach for Traffic Signal Control Works in Real Cities. | Mingyuan Li, Jiahao Wang, Bo Du, Jun Shen, Qiang Wu |
| 2025 | KDD | MobileSteward: Integrating Multiple App-Oriented Agents with Self-Evolution to Automate Cross-App Instructions. | Yuxuan Liu, Hongda Sun, Wei Liu, Jian Luan, Bo Du, Rui Yan |
| 2025 | MICCAI | Neighborhood-Consistent Binary Transformation for Domain-Invariant Chest X-Ray Diagnosis. | Zelong Liu, Huachao Zhu, Zhichao Sun, Yuda Zou, Yuliang Gu, Bo Du, Yongchao Xu |
| 2025 | MICCAI | Anatomy-Conserving Unpaired CBCT-to-CT Translation via Schrdinger Bridge. | Ke Shi, Song Ouyang, Gang Liu, Yong Luo, Kehua Su, Zhiwen Liang, Bo Du |
| 2025 | MICCAI | Noise-Robust Tuning of SAM for Domain Generalized Ultrasound Image Segmentation. | Zhikai Wei, Chao Wu, Hanyu Du, Rui Yu, Bo Du, Yongchao Xu |
| 2025 | MICCAI | Pseudo-label Enhanced TransUNet for Robust Landmark Localization in Intrapartum Ultrasound. | Xuezhi Zhang, Xi Chen, Hao Yan, Lyuyang Tong, Bo Du |
| 2025 | MICCAI | Brain Wiring Knowledge Graph Reasoning: A Region Embedding Approach for Logical Neuronal Relation Inference. | Zhengyun Zhou, Guojia Wan, Fei Liao, Wenbin Hu, Minghui Liao, Junchao Qiu, Xinyuan Li, Bo Du |
| 2025 | NAACL | CollagePrompt: A Benchmark for Budget-Friendly Visual Recognition with GPT-4V. | Siyu Xu, Yunke Wang, Daochang Liu, Bo Du, Chang Xu |
| 2025 | PRIMA | A Stackelberg Game Model for EV Charging Markets. | Qi Wang, Dongmo Zhang, Bo Du |
| 2025 | VTC | Enhanced UAV GPS Geolocation Verification with Novel Identification Metrics. | Arupa Sarkar, Fendy Santoso, Jun Shen, Bo Du, Jun Yan |
| 2024 | AAAI | Joint Learning Neuronal Skeleton and Brain Circuit Topology with Permutation Invariant Encoders for Neuron Classification. | Minghui Liao, Guojia Wan, Bo Du |
| 2024 | AAAI | Cycle Self-Refinement for Multi-Source Domain Adaptation. | Chaoyang Zhou, Zengmao Wang, Bo Du, Yong Luo |
| 2024 | ACL | OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models. | Shuai Wang, Liang Ding, Li Shen, Yong Luo, Bo Du, Dacheng Tao |
| 2024 | ACL | Revisiting Knowledge Distillation for Autoregressive Language Models. | Qihuang Zhong, Liang Ding, Li Shen, Juhua Liu, Bo Du, Dacheng Tao |
| 2024 | ACL | ROSE Doesn't Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding. | Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao |
| 2024 | COLING | Soft-Prompting with Graph-of-Thought for Multi-modal Representation Learning. | Juncheng Yang, Zuchao Li, Shuai Xie, Wei Yu, Shijun Li, Bo Du |
| 2024 | CVPR | Improving Generalized Zero-Shot Learning by Exploring the Diverse Semantics from External Class Names. | Yapeng Li, Yong Luo, Zengmao Wang, Bo Du |
| 2024 | CVPR | All in One Framework for Multimodal Re-Identification in the Wild. | He Li, Mang Ye, Ming Zhang, Bo Du |
| 2024 | CVPR | UniGS: Unified Representation for Image Generation and Segmentation. | Lu Qi, Lehan Yang, Weidong Guo, Yu Xu, Bo Du, Varun Jampani, Ming-Hsuan Yang |
| 2024 | CVPR | Improving Bird's Eye View Semantic Segmentation by Task Decomposition. | Tianhao Zhao, Yongcan Chen, Yu Wu, Tianyang Liu, Bo Du, Peilun Xiao, Shi Qiu, Hongda Yang, Guozhen Li, Yi Yang, Yutian Lin |
| 2024 | ECCV | Fisher Calibration for Backdoor-Robust Heterogeneous Federated Learning. | Wenke Huang, Mang Ye, Zekun Shi, Bo Du, Dacheng Tao |
| 2024 | ECCV | Shifted Autoencoders for Point Annotation Restoration in Object Counting. | Yuda Zou, Xin Xiao, Peilin Zhou, Zhichao Sun, Bo Du, Yongchao Xu |
| 2024 | EMNLP | Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL. | Qihuang Zhong, Kunfeng Chen, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao |
| 2024 | ICDE | Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning. | Yuxiang Wang, Xiao Yan, Chuang Hu, Quanqing Xu, Chuanhui Yang, Fangcheng Fu, Wentao Zhang, Hao Wang, Bo Du, Jiawei Jiang |
| 2024 | ICLR | Parameter-Efficient Multi-Task Model Fusion with Partial Linearization. | Anke Tang, Li Shen, Yong Luo, Yibing Zhan, Han Hu, Bo Du, Yixin Chen, Dacheng Tao |
| 2024 | ICLR | Online GNN Evaluation Under Test-time Graph Distribution Shifts. | Xin Zheng, Dongjin Song, Qingsong Wen, Bo Du, Shirui Pan |
| 2024 | ICML | Self-Driven Entropy Aggregation for Byzantine-Robust Heterogeneous Federated Learning. | Wenke Huang, Zekun Shi, Mang Ye, He Li, Bo Du |
| 2024 | ICML | Sparse is Enough in Fine-tuning Pre-trained Large Language Models. | Weixi Song, Zuchao Li, Lefei Zhang, Hai Zhao, Bo Du |
| 2024 | ICML | MOKD: Cross-domain Finetuning for Few-shot Classification via Maximizing Optimized Kernel Dependence. | Hongduan Tian, Feng Liu, Tongliang Liu, Bo Du, Yiu-ming Cheung, Bo Han |
| 2024 | ICML | Imitation Learning from Purified Demonstrations. | Yunke Wang, Minjing Dong, Yukun Zhao, Bo Du, Chang Xu |
| 2024 | ICPP | SpeedCore: Space-efficient and Dependency-aware GPU Parallel Framework for Core Decomposition. | Chen Zhao, Ting Yu, Zhigao Zheng, Yuanyuan Zhu, Song Jin, Bo Du, Dacheng Tao |
| 2024 | IGARSS | Hyperspectral Image-Text Coupling Network For Hyperspectral Image Classification. | Jiaqi Yang, Bo Du |
| 2024 | IJCAI | LeMeViT: Efficient Vision Transformer with Learnable Meta Tokens for Remote Sensing Image Interpretation. | Wentao Jiang, Jing Zhang, Di Wang, Qiming Zhang, Zengmao Wang, Bo Du |
| 2024 | ICPR | A Hyperparameter Optimization Method Based on Statistical Orthogonal Design for Neural Network Models. | Yu Wang, Bo Du, Shufan Wu, Xingli Yang |
| 2024 | IGARSS | Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual Models. | Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang, Deren Li |
| 2024 | KDD | Self-Supervised Learning for Graph Dataset Condensation. | Yuxiang Wang, Xiao Yan, Shiyu Jin, Hao Huang, Quanqing Xu, Qingchen Zhang, Bo Du, Jiawei Jiang |
| 2024 | KDD | Temporal Uplift Modeling for Online Marketing. | Xin Zhang, Kai Wang, Zengmao Wang, Bo Du, Shiwei Zhao, Runze Wu, Xudong Shen, Tangjie Lv, Changjie Fan |
| 2024 | MICCAI | Self-supervised Contrastive Graph Views for Learning Neuron-Level Circuit Network. | Junchi Li, Guojia Wan, Minghui Liao, Fei Liao, Bo Du |
| 2024 | MICCAI | Spatial-Aware Attention Generative Adversarial Network for Semi-supervised Anomaly Detection in Medical Image. | Zerui Zhang, Zhichao Sun, Zelong Liu, Zhou Zhao, Rui Yu, Bo Du, Yongchao Xu |
| 2024 | MICCAI | MoreStyle: Relax Low-Frequency Constraint of Fourier-Based Image Reconstruction in Generalizable Medical Image Segmentation. | Haoyu Zhao, Wenhui Dong, Rui Yu, Zhou Zhao, Bo Du, Yongchao Xu |
| 2024 | MICCAI | WIA-LD2ND: Wavelet-Based Image Alignment for Self-supervised Low-Dose CT Denoising. | Haoyu Zhao, Yuliang Gu, Zhou Zhao, Bo Du, Yongchao Xu, Rui Yu |
| 2024 | PRICAI | A Hybrid Model for Public Electric Vehicle Charging Infrastructure Planning. | Qi Wang, Dongmo Zhang, Bo Du |
| 2024 | PRIMA | Modelling Congestion and Price Competition in EV Charging Markets. | Qi Wang, Dongmo Zhang, Bo Du |
| 2024 | VTC | Evaluating Energy Consumption Prediction Models of a Quadcopter Unmanned Aerial Vehicle. | Arupa Sarkar, Fendy Santoso, Jun Shen, Bo Du, Akbar Telikani, Jun Yan |
| 2024 | VTC | Smart Verification of Unmanned Aerial Vehicle GPS Geolocation via Received Signal Strength Indicators. | Arupa Sarkar, Fendy Santoso, Akbar Telikani, Jun Shen, Bo Du, Jun Yan |
| 2023 | AAAI | Unlabeled Imperfect Demonstrations in Adversarial Imitation Learning. | Yunke Wang, Bo Du, Chang Xu |
| 2023 | AAAI | DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer. | Maoyuan Ye, Jing Zhang, Shanshan Zhao, Juhua Liu, Bo Du, Dacheng Tao |
| 2023 | ACL | FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction. | Tianshuo Peng, Zuchao Li, Lefei Zhang, Bo Du, Hai Zhao |
| 2023 | ACL | Self-Evolution Learning for Discriminative Language Model Pretraining. | Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao |
| 2023 | ACL | Revisiting Token Dropping Strategy in Efficient BERT Pretraining. | Qihuang Zhong, Liang Ding, Juhua Liu, Xuebo Liu, Min Zhang, Bo Du, Dacheng Tao |
| 2023 | CVPR | Rethinking Federated Learning with Domain Shift: A Prototype View. | Wenke Huang, Mang Ye, Zekun Shi, He Li, Bo Du |
| 2023 | CVPR | Robust Generalization Against Photon-Limited Corruptions via Worst-Case Sharpness Minimization. | Zhuo Huang, Miaoxi Zhu, Xiaobo Xia, Li Shen, Jun Yu, Chen Gong, Bo Han, Bo Du, Tongliang Liu |
| 2023 | CVPR | Token Contrast for Weakly-Supervised Semantic Segmentation. | Lixiang Ru, Heliang Zheng, Yibing Zhan, Bo Du |
| 2023 | CVPR | DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting. | Maoyuan Ye, Jing Zhang, Shanshan Zhao, Juhua Liu, Tongliang Liu, Bo Du, Dacheng Tao |
| 2023 | EMNLP | Zero-shot Sharpness-Aware Quantization for Pre-trained Language Models. | Miaoxi Zhu, Qihuang Zhong, Li Shen, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao |
| 2023 | ICCV | Generating Dynamic Kernels via Transformers for Lane Detection. | Ziye Chen, Yu Liu, Mingming Gong, Bo Du, Guoqi Qian, Kate Smith-Miles |
| 2023 | ICML | Bidirectional Looking with A Novel Double Exponential Moving Average to Adaptive and Non-adaptive Momentum Optimizers. | Yineng Chen, Zuchao Li, Lefei Zhang, Bo Du, Hai Zhao |
| 2023 | IGARSS | LGFormer: Local-to-Global Transformer for Hyperspectral Image Classification. | Jiaqi Yang, Bo Du, Chen Wu |
| 2023 | IJCAI | Federated Graph Semantic and Structural Learning. | Wenke Huang, Guancheng Wan, Mang Ye, Bo Du |
| 2023 | IJCAI | Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities. | Chuang Liu, Yibing Zhan, Jia Wu, Chang Li, Bo Du, Wenbin Hu, Tongliang Liu, Dacheng Tao |
| 2023 | IJCAI | Improving Heterogeneous Model Reuse by Density Estimation. | Anke Tang, Yong Luo, Han Hu, Fengxiang He, Kehua Su, Bo Du, Yixin Chen, Dacheng Tao |
| 2023 | IJCNN | Efficient Lung Nodule Detection via 3D Deep Learning with Shifted Convolutions. | Xiaohuan Kuang, Kang Yuan, Bo Du, Jiancheng Yang |
| 2023 | IJCNN | MultiDrop: A Local Rademacher Complexity-Based Regularization for Multitask Models. | Ziqing Lu, Chang Xu, Bo Du |
| 2023 | INFOCOM | Galliot: Path Merging Based Betweenness Centrality Algorithm on GPU. | Zhigao Zheng, Chen Zhao, Peichen Xie, Bo Du |
| 2023 | IGARSS | HCGMNet: A Hierarchical Change Guiding Map Network for Change Detection. | Chengxi Han, Chen Wu, Bo Du |
| 2023 | IGARSS | EMS-NET: Efficient Multi-Temporal Self-Attention for Hyperspectral Change Detection. | Meiqi Hu, Chen Wu, Bo Du |
| 2023 | KDD | Learning to Schedule in Diffusion Probabilistic Models. | Yunke Wang, Xiyu Wang, Anh-Dung Dinh, Bo Du, Charles Xu |
| 2023 | KDD | TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer. | Qiang Wu, Mingyuan Li, Jun Shen, Linyuan L, Bo Du, Ke Zhang |
| 2023 | KDD | MAPLE: Semi-Supervised Learning with Multi-Alignment and Pseudo-Learning. | Juncheng Yang, Chao Li, Zuchao Li, Wei Yu, Bo Du, Shijun Li |
| 2023 | MICCAI | Scale-Aware Test-Time Click Adaptation for Pulmonary Nodule and Mass Segmentation. | Zhihao Li, Jiancheng Yang, Yongchao Xu, Li Zhang, Wenhui Dong, Bo Du |
| 2023 | WSDM | CLNode: Curriculum Learning for Node Classification. | Xiaowen Wei, Xiuwen Gong, Yibing Zhan, Bo Du, Yong Luo, Wenbin Hu |
| 2022 | AAAI | Resistance Training Using Prior Bias: Toward Unbiased Scene Graph Generation. | Chao Chen, Yibing Zhan, Baosheng Yu, Liu Liu, Yong Luo, Bo Du |
| 2022 | AAAI | Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition. | Yue He, Chen Chen, Jing Zhang, Juhua Liu, Fengxiang He, Chaoyue Wang, Bo Du |
| 2022 | CSCWD | A Mixed Integer Linear Programming Model for Train Service Improvement. | Kevin Malysiak, Fenghui Ren, Hao Hu, Bo Du |
| 2022 | CVPR | Learn from Others and Be Yourself in Heterogeneous Federated Learning. | Wenke Huang, Mang Ye, Bo Du |
| 2022 | CVPR | Multi-marginal Contrastive Learning for Multilabel Subcellular Protein Localization. | Ziyi Liu, Zengmao Wang, Bo Du |
| 2022 | CVPR | Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers. | Lixiang Ru, Yibing Zhan, Baosheng Yu, Bo Du |
| 2022 | EMNLP | Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models. | Qihuang Zhong, Liang Ding, Li Shen, Peng Mi, Juhua Liu, Bo Du, Dacheng Tao |
| 2022 | ICML | Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control. | Liang Zhang, Qiang Wu, Jun Shen, Linyuan L, Bo Du, Jianqing Wu |
| 2022 | IGARSS | Hybrid Vision Transformer Model for Hyperspectral Image Classification. | Jiaqi Yang, Bo Du, Chen Wu |
| 2022 | IJCAI | Self-paced Supervision for Multi-source Domain Adaptation. | Zengmao Wang, Chaoyang Zhou, Bo Du, Fengxiang He |
| 2022 | IJCAI | Robust Weight Perturbation for Adversarial Training. | Chaojian Yu, Bo Han, Mingming Gong, Li Shen, Shiming Ge, Bo Du, Tongliang Liu |
| 2022 | IJCNN | Self-supervised Learning Based on Max-tree Representation for Medical Image Segmentation. | Qian Tang, Bo Du, Yongchao Xu |
| 2022 | IJCNN | Pulmonary Nodule Classification with Multi-View Convolutional Vision Transformer. | Yuxuan Xiong, Bo Du, Yongchao Xu, Jiajun Deng, Yunlang She, Chang Chen |
| 2022 | IGARSS | Multi-Temporal Spatial-Spectral Comparison Network For Hyperspectral Anomalous Change Detection. | Meiqi Hu, Chen Wu, Bo Du |
| 2022 | MICCAI | What Makes for Automatic Reconstruction of Pulmonary Segments. | Kaiming Kuang, Li Zhang, Jingyu Li, Hongwei Li, Jiajun Chen, Bo Du, Jiancheng Yang |
| 2022 | MICCAI | LSSANet: A Long Short Slice-Aware Network for Pulmonary Nodule Detection. | Rui Xu, Yong Luo, Bo Du, Kaiming Kuang, Jiancheng Yang |
| 2022 | MMSP | Knowledge Graph enhanced Multimodal Learning for Few-shot Visual Recognition. | Mengya Han, Yibing Zhan, Baosheng Yu, Yong Luo, Bo Du, Dacheng Tao |
| 2022 | MMSP | Robust Metric Boosts Transfer. | Qiancheng Yang, Yong Luo, Han Hu, Xin Zhou, Bo Du, Dacheng Tao |
| 2022 | WWW | Dual-branch Density Ratio Estimation for Signed Network Embedding. | Pinghua Xu, Yibing Zhan, Liu Liu, Baosheng Yu, Bo Du, Jia Wu, Wenbin Hu |
| 2021 | AAAI | RNA Secondary Structure Representation Network for RNA-proteins Binding Prediction. | Ziyi Liu, Fulin Luo, Bo Du |
| 2021 | AAAI | GaussianPath: A Bayesian Multi-Hop Reasoning Framework for Knowledge Graph Reasoning. | Guojia Wan, Bo Du |
| 2021 | HPCC | Multi-agent deep reinforcement learning for traffic signal control with Nash Equilibrium. | Wei Wei, Qiang Wu, Jianqing Wu, Bo Du, Jun Shen, Tinghong Li |
| 2021 | ICCV | Not All Operations Contribute Equally: Hierarchical Operation-adaptive Predictor for Neural Architecture Search. | Ziye Chen, Yibing Zhan, Baosheng Yu, Mingming Gong, Bo Du |
| 2021 | ICCV | Channel Augmented Joint Learning for Visible-Infrared Recognition. | Mang Ye, Weijian Ruan, Bo Du, Mike Zheng Shou |
| 2021 | ICCV | Federated Learning for Non-IID Data via Unified Feature Learning and Optimization Objective Alignment. | Lin Zhang, Yong Luo, Yan Bai, Bo Du, Ling-Yu Duan |
| 2021 | ICDM | Structure-Aware Stabilization of Adversarial Robustness with Massive Contrastive Adversaries. | Shuo Yang, Zeyu Feng, Pei Du, Bo Du, Chang Xu |
| 2021 | ICML | Learning to Weight Imperfect Demonstrations. | Yunke Wang, Chang Xu, Bo Du, Honglak Lee |
| 2021 | IGARSS | How to Construct a Deep Network-Based Hyperspectral Target Detector? - A LSTM Inspired Method. | Dehui Zhu, Bo Du, Liangpei Zhang |
| 2021 | IGARSS | EDLAD: An Encoder-Decoder Long Short-Term Memory Network-Based Anomaly Detector for Hyperspectral Images. | Dehui Zhu, Bo Du, Liangpei Zhang |
| 2021 | IGARSS | Adversarial Fine-Grained Adaptation Network for Cross-Scene Classification. | Sihan Zhu, Fulin Luo, Bo Du, Liangpei Zhang |
| 2021 | IJCAI | Learning Visual Words for Weakly-Supervised Semantic Segmentation. | Lixiang Ru, Bo Du, Chen Wu |
| 2021 | IJCAI | Robust Adversarial Imitation Learning via Adaptively-Selected Demonstrations. | Yunke Wang, Chang Xu, Bo Du |
| 2021 | IJCNN | MRNet: a Multi-scale Residual Network for EEG-based Sleep Staging. | Xue Jiang, Jianhui Zhao, Bo Du, Panfeng An, Haowen Guo, Zhiyong Yuan |
| 2021 | IJCNN | Self-supervised Contrastive Learning for EEG-based Sleep Staging. | Xue Jiang, Jianhui Zhao, Bo Du, Zhiyong Yuan |
| 2021 | IJCNN | Robust Deep Multi-task Learning Framework for Cancer Survival Analysis. | Shuang Yun, Bo Du, Yuren Mao |
| 2021 | IGARSS | Automatically Adjustable Multi-Scale Feature Extraction Framework for Hyperspectral Image Classification. | Jiaqi Yang, Bo Du, Chen Wu, Liangpei Zhang |
| 2020 | AAAI | Compressed Self-Attention for Deep Metric Learning. | Ziye Chen, Mingming Gong, Yanwu Xu, Chaohui Wang, Kun Zhang, Bo Du |
| 2020 | AAAI | Temporal Network Embedding with High-Order Nonlinear Information. | Zhenyu Qiu, Wenbin Hu, Jia Wu, Weiwei Liu, Bo Du, Xiaohua Jia |
| 2020 | AAAI | Reinforcement Learning Based Meta-Path Discovery in Large-Scale Heterogeneous Information Networks. | Guojia Wan, Bo Du, Shirui Pan, Gholamreza Haffari |
| 2020 | ACL | Tchebycheff Procedure for Multi-task Text Classification. | Yuren Mao, Shuang Yun, Weiwei Liu, Bo Du |
| 2020 | CVPR | Recurrent Feature Reasoning for Image Inpainting. | Jingyuan Li, Ning Wang, Lefei Zhang, Bo Du, Dacheng Tao |
| 2020 | ICCCN | SD-seq2seq : A Deep Learning Model for Bus Bunching Prediction Based on Smart Card Data. | Zengyang Gong, Bo Du, Zhidan Liu, Wei Zeng, Pascal Perez, Kaishun Wu |
| 2020 | IJCAI | Positive Unlabeled Learning with Class-prior Approximation. | Shizhen Chang, Bo Du, Liangpei Zhang |
| 2020 | IJCAI | Compressed Self-Attention for Deep Metric Learning with Low-Rank Approximation. | Ziye Chen, Mingming Gong, Lingjuan Ge, Bo Du |
| 2020 | IJCAI | Multichannel Color Image Denoising via Weighted Schatten p-norm Minimization. | Xinjian Huang, Bo Du, Weiwei Liu |
| 2020 | IJCAI | TextFuseNet: Scene Text Detection with Richer Fused Features. | Jian Ye, Zhe Chen, Juhua Liu, Bo Du |
| 2020 | KDD | Parallel DNN Inference Framework Leveraging a Compact RISC-V ISA-based Multi-core System. | Yipeng Zhang, Bo Du, Lefei Zhang, Jia Wu |
| 2019 | AAAI | Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation. | Yonghao Xu, Bo Du, Lefei Zhang, Qian Zhang, Guoli Wang, Liangpei Zhang |
| 2019 | CIKM | Long-short Distance Aggregation Networks for Positive Unlabeled Graph Learning. | Man Wu, Shirui Pan, Lan Du, Ivor W. Tsang, Xingquan Zhu, Bo Du |
| 2019 | CIKM | Leveraging Ratings and Reviews with Gating Mechanism for Recommendation. | Haifeng Xia, Zengmao Wang, Bo Du, Lefei Zhang, Shuai Chen, Gang Chun |
| 2019 | CVPR | Fast Spatio-Temporal Residual Network for Video Super-Resolution. | Sheng Li, Fengxiang He, Bo Du, Lefei Zhang, Yonghao Xu, Dacheng Tao |
| 2019 | ICCV | Progressive Reconstruction of Visual Structure for Image Inpainting. | Jingyuan Li, Fengxiang He, Lefei Zhang, Bo Du, Dacheng Tao |
| 2019 | ICDM | Social Trust Network Embedding. | Pinghua Xu, Wenbin Hu, Jia Wu, Weiwei Liu, Bo Du, Jian Yang |
| 2019 | IGARSS | Scene Change Detection VIA Deep Convolution Canonical Correlation Analysis Neural Network. | Yong Wang, Bo Du, Lixiang Ru, Chen Wu, Hui Luo |
| 2019 | IGARSS | Simultaneous Segmentation and Edge Detection for Hyperspectral Image Via a Deep Supervised and boundary-constrained Network. | Yonghao Xu, Bo Du, Liangpei Zhang |
| 2019 | IJCAI | Pseudo Supervised Matrix Factorization in Discriminative Subspace. | Jiaqi Ma, Yipeng Zhang, Lefei Zhang, Bo Du, Dapeng Tao |
| 2019 | IJCAI | MUSICAL: Multi-Scale Image Contextual Attention Learning for Inpainting. | Ning Wang, Jingyuan Li, Lefei Zhang, Bo Du |
| 2019 | IJCAI | Accelerated Inference Framework of Sparse Neural Network Based on Nested Bitmask Structure. | Yipeng Zhang, Bo Du, Lefei Zhang, Rongchun Li, Yong Dou |
| 2019 | IGARSS | A Sparse Autoencoder Based Hyperspectral Anomaly Detection Algorihtm Using Residual of Reconstruction Error. | Shizhen Chang, Bo Du, Liangpei Zhang |
| 2019 | IGARSS | Building Extraction From Remote Sensing Image With Privileged Information. | Xue Li, Bo Du, Liangpei Zhang |
| 2019 | KDD | DAML: Dual Attention Mutual Learning between Ratings and Reviews for Item Recommendation. | Donghua Liu, Jing Li, Bo Du, Jun Chang, Rong Gao |
| 2019 | KDD | Link Prediction with Signed Latent Factors in Signed Social Networks. | Pinghua Xu, Wenbin Hu, Jia Wu, Bo Du |
| 2019 | MICCAI | Reinforced Transformer for Medical Image Captioning. | Yuxuan Xiong, Bo Du, Pingkun Yan |
| 2018 | AAAI | Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis. | Liangchen Song, Bo Du, Lefei Zhang, Liangpei Zhang, Jia Wu, Xuelong Li |
| 2018 | ICDM | Defect Detection from UAV Images Based on Region-Based CNNs. | Meng Lan, Yipeng Zhang, Lefei Zhang, Bo Du |
| 2018 | ICDM | Independent Feature and Label Components for Multi-label Classification. | Yongjian Zhong, Chang Xu, Bo Du, Lefei Zhang |
| 2018 | ICPADS | Bus Bunching Identification Using Smart Card Data. | Bo Du, Paul-Antonin Dublanche |
| 2018 | IGARSS | Multi-Source Remote Sensing Data Classification via Fully Convolutional Networks and Post-Classification Processing. | Yonghao Xu, Bo Du, Liangpei Zhang |
| 2018 | IGARSS | Can We Generate Good Samples for Hyperspectral Classification? - A Generative Adversarial Network Based Method. | Yonghao Xu, Bo Du, Liangpei Zhang |
| 2018 | IGARSS | Multi-Priori Learning Algorithm for Hyperspectral Target Detection. | Yuxiang Zhang, Mingming Xu, Bo Du, Ke Wu, Xiangyun Hu, Yanni Dong |
| 2018 | IJCAI | R-SVM+: Robust Learning with Privileged Information. | Xue Li, Bo Du, Chang Xu, Yipeng Zhang, Lefei Zhang, Dacheng Tao |
| 2018 | IJCAI | Matrix completion with Preference Ranking for Top-N Recommendation. | Zengmao Wang, Yuhong Guo, Bo Du |
| 2018 | ICPR | Probabilistic Graph Embedding for Unsupervised Domain Adaptation. | Pan Xiao, Bo Du, Shuang Yun, Xue Li, Yipeng Zhang, Jia Wu |
| 2018 | IJCNN | A Deep Learning Health Data Analysis Approach: Automatic 3D Prostate MR Segmentation with Densely-Connected Volumetric ConvNets. | Qikui Zhu, Bo Du, Jia Wu, Pingkun Yan |
| 2018 | IGARSS | Discriminant Spatial-Spectral Hypergraph Learning for Hyperspectral Image Classification. | Fulin Luo, Liangpei Zhang, Bo Du, Lefei Zhang, Yanni Dong |
| 2017 | AAAI | Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction. | Lefei Zhang, Qian Zhang, Bo Du, Dacheng Tao, Jane You |
| 2017 | IJCAI | On Gleaning Knowledge from Multiple Domains for Active Learning. | Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Ruimin Hu, Dacheng Tao |
| 2017 | IJCAI | Adaptive Manifold Regularized Matrix Factorization for Data Clustering. | Lefei Zhang, Qian Zhang, Bo Du, Jane You, Dacheng Tao |
| 2017 | IJCNN | Multi-class active learning: A hybrid informative and representative criterion inspired approach. | Zengmao Wang, Bo Du, Lefei Zhang |
| 2017 | IJCNN | Deeply-supervised CNN for prostate segmentation. | Qikui Zhu, Bo Du, Baris Turkbey, Peter L. Choyke, Pingkun Yan |
| 2017 | IGARSS | Multiobjective endmember extraction for hyperspectral image. | Rong Liu, Bo Du, Liangpei Zhang |
| 2017 | MMM | Stochastic Decorrelation Constraint Regularized Auto-Encoder for Visual Recognition. | Fengling Mao, Wei Xiong, Bo Du, Lefei Zhang |
| 2016 | ECCV | Multi-label Active Learning Based on Maximum Correntropy Criterion: Towards Robust and Discriminative Labeling. | Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Meng Fang, Dacheng Tao |
| 2016 | ICDM | Regularizing Deep Convolutional Neural Networks with a Structured Decorrelation Constraint. | Wei Xiong, Bo Du, Lefei Zhang, Ruimin Hu, Dacheng Tao |
| 2016 | ICPR | Multiview clustering based on Robust and Regularized Matrix Approximation. | Jiameng Pu, Qian Zhang, Lefei Zhang, Bo Du, Jane You |
| 2016 | IGARSS | A quantum-behaved particle swarm optimization for hyperspectral endmember extraction. | Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang, Yuxiang Zhang |
| 2016 | IGARSS | BRAD: Background regression based hyperspectral anomaly detection, a k-nn score estimation aspect. | Rui Zhao, Bo Du, Liangpei Zhang |
| 2016 | IJCNN | Denoising auto-encoders toward robust unsupervised feature representation. | Wei Xiong, Bo Du, Lefei Zhang, Liangpei Zhang, Dacheng Tao |
| 2016 | IJCNN | Sparse tensor discriminative locality alignment for gait recognition. | Nengwen Zhao, Lefei Zhang, Bo Du, Liangpei Zhang, Dacheng Tao, Jane You |
| 2015 | APWEB | Batch Mode Active Learning for Geographical Image Classification. | Zengmao Wang, Bo Du, Lefei Zhang, Wenbin Hu, Dacheng Tao, Liangpei Zhang |
| 2015 | ICA3PP | On Exploring a Quantum Particle Swarm Optimization Method for Urban Traffic Light Scheduling. | Wenbin Hu, Huan Wang, Liping Yan, Bo Du |
| 2015 | ICA3PP | On Exploring a Virtual Agent Negotiation Inspired Approach for Route Guidance in Urban Traffic Networks. | Wenbin Hu, Liping Yan, Huan Wang, Bo Du |
| 2015 | ICDM | R2FP: Rich and Robust Feature Pooling for Mining Visual Data. | Wei Xiong, Bo Du, Lefei Zhang, Ruimin Hu, Wei Bian, Jialie Shen, Dacheng Tao |
| 2015 | ICDM | MMFE: Multitask Multiview Feature Embedding. | Qian Zhang, Lefei Zhang, Bo Du, Wei Zheng, Wei Bian, Dacheng Tao |
| 2015 | IGARSS | SISTOR: A statistics-inspired sparsity target detector for hyperspectral images. | Yuxiang Zhang, Bo Du, Liangpei Zhang |
| 2015 | IGARSS | Local decision maximum margin metric learning for hyperspectral target detection. | Yanni Dong, Bo Du, Lefei Zhang, Liangpei Zhang |
| 2015 | UIC | A Hybrid Cellular Automaton Mechanism Inspired Approach for Dynamic and Real-Time Traffic Lights Scheduling. | Wenbin Hu, Huan Wang, Liping Yan, Bo Du |
| 2014 | GLOBECOM | Totally distributed energy-efficient transmission design in MIMO interference channels. | Cunhua Pan, Wence Zhang, Bo Du, Hong Ren, Ming Chen |
| 2014 | GLOBECOM | Achievable rate analysis of large scale antenna systems with hardware mismatch in UL/DL. | Wence Zhang, Cunhua Pan, Bo Du, Ming Chen, Rodrigo C. de Lamare |
| 2013 | GLOBECOM | Downlink SINR distribution in multiuser large scale antenna systems with conjugate beamforming. | Wence Zhang, Bo Du, Cunhua Pan, Ming Chen |
| 2013 | ICIG | An Automatic Relative Radiometric Correction Method Based on Slow Feature Analysis. | Chen Wu, Bo Du, Liangpei Zhang |
| 2013 | IGARSS | Spatial correlated information based batch mode active learning method for remote sensing image classification. | Qian Shi, Liangpei Zhang, Bo Du |
| 2013 | WCNC | Energy-efficient joint beamforming and antenna selection for multicast systems. | Bo Du, Wence Zhang, Cunhua Pan, Ming Chen |
| 2009 | ICIG | A Structured Sub-pixel Target Detector for Hyperspectral Imagery. | Yong Chen, Liangpei Zhang, Bo Du |
| 2005 | ICASSP | Empirical comparisons of several preprocessing methods for illumination insensitive face recognition. | Bo Du, Shiguang Shan, Laiyun Qing, Wen Gao |
| 2004 | ICIP | A novel pupil localization method based on gaboreye model and radial symmetry operator. | Peng Yang, Bo Du, Shiguang Shan, Wen Gao |