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Viewing Publication 1 - 100 from 319

2025

Lock-Free Triangle Counting on GPUZhigao Zheng 0001, Guojia Wan, Jiawei Jiang 0001, Chuang Hu, Hao Liu, Shahid Mumtaz, Bo Du 0001. TC, 74(3):1040-1052, March 2025. [doi]

Empowering Agrifood System with Artificial Intelligence: A Survey of the Progress, Challenges and OpportunitiesTao Chen 0004, Liang Lv, Di Wang 0023, Jing Zhang 0037, Yue Yang, Zeyang Zhao, Chen Wang, Xiaowei Guo, Hao Chen, Qingye Wang, Yufei Xu, Qiming Zhang 0001, Bo Du 0001, Liangpei Zhang 0001, Dacheng Tao. ACM Comput. Surv., 57(2), February 2025. [doi]

Graph explicit pooling for graph-level representation learningChuang Liu 0008, Wenhang Yu, Kuang Gao, Xueqi Ma, Yibing Zhan, Jia Wu 0001, Wenbin Hu 0001, Bo Du 0001. NN, 181:106790, 2025. [doi]

MobileSteward: Integrating Multiple App-Oriented Agents with Self-Evolution to Automate Cross-App InstructionsYuxuan Liu 0009, Hongda Sun 0001, Wei Liu 0005, Jian Luan 0001, Bo Du 0001, Rui Yan 0001. kdd 2025: 883-893 [doi]

WaterDiffusion: Learning a Prior-involved Unrolling Diffusion for Joint Underwater Saliency Detection and Visual RestorationLaibin Chang, Yunke Wang, Longxiang Deng, Bo Du 0001, Chang Xu 0002. AAAI 2025: 1998-2006 [doi]

Rectangling and enhancing underwater stitched image via content-aware warping and perception balancingLaibin Chang, Yunke Wang, Bo Du 0001, Chang Xu 0002. NN, 181:106809, 2025. [doi]

Towards Effective Rotation Generalization in UAV Object Re-IdentificationShuoyi Chen, Mang Ye, Yan Huang, Bo Du 0001. tifs, 20:2593-2606, 2025. [doi]

Unified Knowledge-Guided Molecular Graph Encoder with multimodal fusion and multi-task learningMukun Chen, Xiuwen Gong, Shirui Pan, Jia Wu 0001, Fu Lin, Bo Du 0001, Wenbin Hu 0001. NN, 184:107068, 2025. [doi]

Perception Assisted Transformer for Unsupervised Object Re-IdentificationShuoyi Chen, Mang Ye, Xingping Dong, Bo Du 0001. TIP, 34:2112-2123, 2025. [doi]

Remote Sensing Images Change Detection Using Triple Attention Mechanism to Aggregate Global and Local FeaturesChenyin Ding, Qianwen Cheng, Yukun Lin, Jia Yu, Shiqiang Du, Bo Du 0001. lgrs, 22:1-5, 2025. [doi]

Robust Asymmetric Heterogeneous Federated Learning With Corrupted ClientsXiuwen Fang, Mang Ye, Bo Du 0001. pami, 47(4):2693-2705, April 2025. [doi]

CNN-Transformer and Channel-Spatial Attention based network for hyperspectral image classification with few samplesChuan Fu, Tianyuan Zhou, Tan Guo, Qikui Zhu, Fulin Luo, Bo Du 0001. NN, 186:107283, 2025. [doi]

PartSeg: Few-shot part segmentation via part-aware prompt learningMengya Han, Heliang Zheng, Chaoyue Wang, Yong Luo 0002, Han Hu 0003, Jing Zhang 0037, Bo Du 0001. PR, 162:111326, 2025. [doi]

Kindle Federated Generalization With Domain Specialized and Invariant KnowledgeWenke Huang, Mang Ye, Zekun Shi, He Li, Bo Du 0001. tifs, 20:3461-3474, 2025. [doi]

Frequency Domain-Oriented Complex Graph Neural Networks for Graph ClassificationYoufa Liu, Bo Du 0001. tnn, 36(2):2733-2746, February 2025. [doi]

Spatial-Frequency Residual-Guided Dynamic Perceptual Network for Remote Sensing Image Haze RemovalHang Sun, Zhaoru Yao, Bo Du 0001, Jun Wan 0005, Dong Ren, Lyuyang Tong. tgrs, 63:1-16, 2025. [doi]

Contrastive Self-Supervised Learning-Based Background Reconstruction for Hyperspectral Anomaly DetectionXiaoming Sun, Yuxiang Zhang 0001, Yanni Dong, Bo Du 0001. tgrs, 63:1-12, 2025. [doi]

Dynamic-Routing 3D-Fusion Network for Remote Sensing Image Haze RemovalHang Sun, Shuanglong Li, Bo Du 0001, Lefei Zhang, Dong Ren, Lyuyang Tong. tgrs, 63:1-16, 2025. [doi]

MAGS: Max-Gap Loss-Guided Siamese-Reconstruction Network for Hyperspectral Image Partial Label LearningXiaoyu Tian, Fulin Luo, Chuan Fu, Tan Guo, Bo Du 0001, Jocelyn Chanussot. tgrs, 63:1-13, 2025. [doi]

SceneFormer: Neural Architecture Search of Transformers for Remote Sensing Scene ClassificationLyuyang Tong, Jie Liu, Bo Du 0001. tgrs, 63:1-15, 2025. [doi]

Multi-Modal Correction Network for RecommendationZengmao Wang, Yunzhen Feng, Xin Zhang 0091, Renjie Yang, Bo Du 0001. tkde, 37(2):810-822, February 2025. [doi]

Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum TuningTianle Xia, Liang Ding 0006, Guojia Wan, Yibing Zhan, Bo Du 0001, Dacheng Tao. AAAI 2025: 12881-12889 [doi]

GPU Architectures in Graph Analytics: A Comparative Experimental StudyPeichen Xie, Zhigao Zheng 0001, Yongluan Zhou, Yang Xiu, Hao Liu, Zhixiang Yang, Yu Zhang, Bo Du 0001. edbt 2024: 881-893 [doi]

Calibration Matters: Prototype-Aware Diffusion for OCT Cervical Classification With CalibrationYuxuan Xiong, Zhou Zhao, Yongchao Xu, Yan Zhang, Bo Du 0001. spl, 32:396-400, 2025. [doi]

Hi-SAM: Marrying Segment Anything Model for Hierarchical Text SegmentationMaoyuan Ye, Jing Zhang 0037, Juhua Liu, Chenyu Liu, Baocai Yin, Cong Liu 0006, Bo Du 0001, Dacheng Tao. pami, 47(3):1431-1447, March 2025. [doi]

Common Neighbor Completion with Information Entropy for Link Prediction in Social NetworksZhengyun Zhou, Guojia Wan, Bo Du 0001. dase, 10(1):40-53, March 2025. [doi]

STMNet: Single-Temporal Mask-Based Network for Self-Supervised Hyperspectral Change DetectionTianyuan Zhou, Fulin Luo, Chuan Fu, Tan Guo, Xiaopan Wang, Bo Du 0001, Xinbo Gao 0001. tgrs, 63:1-12, 2025. [doi]

2024

Multiorder Graph Convolutional Network With Channel Attention for Hyperspectral Change DetectionYuxiang Zhang 0001, Rui Miao, Yanni Dong, Bo Du 0001. staeors, 17:1523-1534, 2024. [doi]

Hyperspectral Image-Text Coupling Network For Hyperspectral Image ClassificationJiaqi Yang 0005, Bo Du 0001. igarss 2024: 8054-8057 [doi]

HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture SearchDi Wang 0023, Bo Du 0001, Liangpei Zhang 0001, Dacheng Tao. tnn, 35(10):13631-13645, October 2024. [doi]

Spectral-Spatial Global Graph Reasoning for Hyperspectral Image ClassificationDi Wang 0023, Bo Du 0001, Liangpei Zhang 0001. tnn, 35(9):12924-12937, September 2024. [doi]

Foundation models matter: federated learning for multi-center tuberculosis diagnosis via adaptive regularization and model-contrastive learningChang Liu 0046, Yong Luo 0002, Yongchao Xu, Bo Du 0001. www, 27(3):30, May 2024. [doi]

Amplitude-Time Dual-View Fused EEG Temporal Feature Learning for Automatic Sleep StagingPanfeng An, Jianhui Zhao 0001, Bo Du 0001, Wenyuan Zhao, Tingbao Zhang, Zhiyong Yuan. tnn, 35(5):6492-6506, May 2024. [doi]

Dsfer-Net: A Deep Supervision and Feature Retrieval Network for Bitemporal Change Detection Using Modern Hopfield NetworksShizhen Chang, Michael Kopp 0001, Pedram Ghamisi, Bo Du 0001. tgrs, 62:1-14, 2024. [doi]

SketchTrans: Disentangled Prototype Learning With Transformer for Sketch-Photo RecognitionCuiqun Chen, Mang Ye, Meibin Qi, Bo Du 0001. pami, 46(5):2950-2964, May 2024. [doi]

Source domain prior-assisted segment anything model for single domain generalization in medical image segmentationWenhui Dong, Bo Du 0001, Yongchao Xu. ivc, 150:105216, 2024. [doi]

Shape-intensity-guided U-net for medical image segmentationWenhui Dong, Bo Du 0001, Yongchao Xu. ijon, 610:128534, 2024. [doi]

Do We Need Learnable Classifiers? A Hyperspectral Image Classification Algorithm Based on Attention-Enhanced ResBlock-in-ResBlock and ETF ClassifierChuan Fu, Bo Du 0001, Liangpei Zhang 0001. tgrs, 62:1-13, 2024. [doi]

Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual ModelsHaonan Guo, Xin Su, Chen Wu 0003, Bo Du 0001, Liangpei Zhang 0001, Deren Li. igarss 2024: 11474-11478 [doi]

SAAN: Similarity-Aware Attention Flow Network for Change Detection With VHR Remote Sensing ImagesHaonan Guo, Xin Su, Chen Wu 0003, Bo Du 0001, Liangpei Zhang 0001. TIP, 33:2599-2613, 2024. [doi]

Not All Instances Contribute Equally: Instance-Adaptive Class Representation Learning for Few-Shot Visual RecognitionMengya Han, Yibing Zhan, Yong Luo 0002, Bo Du 0001, Han Hu 0003, Yonggang Wen 0001, Dacheng Tao. tnn, 35(4):5447-5460, April 2024. [doi]

GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term MatchingHaibin He, Maoyuan Ye, Jing Zhang 0037, Juhua Liu, Bo Du 0001, Dacheng Tao. nips 2024: [doi]

Fisher Calibration for Backdoor-Robust Heterogeneous Federated LearningWenke Huang, Mang Ye, Zekun Shi, Bo Du 0001, Dacheng Tao. eccv 2025: 247-265 [doi]

Parameter Disparities Dissection for Backdoor Defense in Heterogeneous Federated LearningWenke Huang, Mang Ye, Zekun Shi, Guancheng Wan, He Li, Bo Du 0001. nips 2024: [doi]

Self-Driven Entropy Aggregation for Byzantine-Robust Heterogeneous Federated LearningWenke Huang, Zekun Shi, Mang Ye, He Li, Bo Du 0001. icml 2024: [doi]

Leveraged Matrix Completion With NoiseXinjian Huang, Weiwei Liu 0003, Bo Du 0001, Dacheng Tao. tcyb, 54(8):4443-4453, August 2024. [doi]

LeMeViT: Efficient Vision Transformer with Learnable Meta Tokens for Remote Sensing Image InterpretationWentao Jiang, Jing Zhang 0037, Di Wang 0023, Qiming Zhang 0001, Zengmao Wang, Bo Du 0001. IJCAI 2024: 929-937 [doi]

A systematic evaluation of machine learning on serverless infrastructureJiawei Jiang, Shaoduo Gan, Bo Du 0001, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu 0001, Sheng Wang 0007, Ce Zhang 0001. vldb, 33(2):425-449, 2024. [doi]

All in One Framework for Multimodal Re-Identification in the WildHe Li, Mang Ye, Ming Zhang 0019, Bo Du 0001. cvpr 2024: 17459-17469 [doi]

Improving Generalized Zero-Shot Learning by Exploring the Diverse Semantics from External Class NamesYapeng Li, Yong Luo 0002, Zengmao Wang, Bo Du 0001. cvpr 2024: 23344-23353 [doi]

Self-supervised Contrastive Graph Views for Learning Neuron-Level Circuit NetworkJunchi Li, Guojia Wan, Minghui Liao, Fei Liao, Bo Du 0001. miccai 2024: 590-600 [doi]

Joint Learning Neuronal Skeleton and Brain Circuit Topology with Permutation Invariant Encoders for Neuron ClassificationMinghui Liao, Guojia Wan, Bo Du 0001. AAAI 2024: 197-205 [doi]

Cloth-aware Augmentation for Cloth-generalized Person Re-identificationFangyi Liu, Mang Ye, Bo Du 0001. mm 2024: 4053-4062 [doi]

Progressive Retinal Image Registration via Global and Local Deformable TransformationsYepeng Liu, Baosheng Yu, Tian Chen, Yuliang Gu, Bo Du 0001, Yongchao Xu, Jun Cheng. bibm 2024: 2183-2190 [doi]

Weighted Discriminative Collaborative Competitive Representation With Global Dictionary for Hyperspectral Target DetectionRong Liu, Jiake Wu, Dehui Zhu, Bo Du 0001. tgrs, 62:1-13, 2024. [doi]

Exploring sparsity in graph transformersChuang Liu, Yibing Zhan, Xueqi Ma, Liang Ding 0006, Dapeng Tao, Jia Wu 0001, Wenbin Hu, Bo Du 0001. NN, 174:106265, 2024. [doi]

AGMS: Adversarial Sample Generation-Based Multiscale Siamese Network for Hyperspectral Target DetectionFulin Luo, Shanshan Shi, Tan Guo, Yanni Dong, Lefei Zhang, Bo Du 0001. tgrs, 62:1-13, 2024. [doi]

MMSite: A Multi-modal Framework for the Identification of Active Sites in ProteinsSong Ouyang, Huiyu Cai, Yong Luo 0002, Kehua Su, Lefei Zhang, Bo Du 0001. nips 2024: [doi]

Multi-modal Auto-regressive Modeling via Visual TokensTianshuo Peng, Zuchao Li, Lefei Zhang, Hai Zhao 0001, Ping Wang, Bo Du 0001. mm 2024: 10735-10744 [doi]

Label-Aware Calibration and Relation-Preserving in Visual Intention UnderstandingQinghongya Shi, Mang Ye, Wenke Huang, Weijian Ruan, Bo Du 0001. TIP, 33:2627-2638, 2024. [doi]

A Trusted Generative-Discriminative Joint Feature Learning Framework for Remote Sensing Image ClassificationLingyu Si, Hongwei Dong, Wenwen Qiang, Zeen Song, Bo Du 0001, Junzhi Yu, Fuchun Sun 0001. tgrs, 62:1-14, 2024. [doi]

Sparse is Enough in Fine-tuning Pre-trained Large Language ModelsWeixi Song, Zuchao Li, Lefei Zhang, Hai Zhao 0001, Bo Du 0001. icml 2024: [doi]

Unsupervised multi-branch network with high-frequency enhancement for image dehazingHang Sun, Zhiming Luo, Dong Ren, Bo Du 0001, Laibin Chang, Jun Wan 0005. PR, 156:110763, 2024. [doi]

A Generalized Contrast-Adjustment Guided Growth Method for Medical Image SegmentationQian Tang, Qikui Zhu, Yongchao Xu, Bo Du 0001. prcv 2025: 91-106 [doi]

Parameter-Efficient Multi-Task Model Fusion with Partial LinearizationAnke Tang, Li Shen 0008, Yong Luo 0002, Yibing Zhan, Han Hu 0003, Bo Du 0001, Yixin Chen 0001, Dacheng Tao. iclr 2024: [doi]

MOKD: Cross-domain Finetuning for Few-shot Classification via Maximizing Optimized Kernel DependenceHongduan Tian, Feng Liu 0003, Tongliang Liu, Bo Du 0001, Yiu-ming Cheung, Bo Han 0003. icml 2024: [doi]

CrCD: Multidirection-MLP-Based Cross-Contrastive Disambiguation for Hyperspectral Image Partial Label LearningXiaoyu Tian, Fulin Luo, Xiuwen Gong, Tan Guo, Bo Du 0001, Xinbo Gao 0001. tgrs, 62:1-14, 2024. [doi]

OOP: Object-Oriented Programming Evaluation Benchmark for Large Language ModelsShuai Wang, Liang Ding 0006, Li Shen 0008, Yong Luo 0008, Bo Du 0001, Dacheng Tao. acl 2014: 13619-13639 [doi]

Imitation Learning from Purified DemonstrationsYunke Wang, Minjing Dong, Yukun Zhao, Bo Du 0001, Chang Xu 0002. icml 2024: [doi]

Toward Real Ultra Image Segmentation: Leveraging Surrounding Context to Cultivate General Segmentation ModelSai Wang, Yutian Lin, Yu Wu 0011, Bo Du 0001. nips 2024: [doi]

Attribute-Aware Network for Pedestrian Attribute RecognitionZesen Wu, Mang Ye, Shuoyi Chen, Bo Du 0001. icmcs 2024: 1-6 [doi]

Robust Self-Ensembling Network for Hyperspectral Image ClassificationYonghao Xu, Bo Du 0001, Liangpei Zhang 0001. tnn, 35(3):3780-3793, March 2024. [doi]

Soft-Prompting with Graph-of-Thought for Multi-modal Representation LearningJuncheng Yang, Zuchao Li, Shuai Xie, Wei Yu, Shijun Li, Bo Du 0001. COLING 2024: 15024-15036 [doi]

Training-Free Robust Neural Network Search Via PruningQiancheng Yang, Yong Luo 0002, Bo Du 0001. icmcs 2024: 1-6 [doi]

SEDANet: A New Siamese Ensemble Difference Attention Network for Building Change Detection in Remotely Sensed ImagesYue Yang, Tao Chen 0004, Tao Lei, Bo Du 0001, Asoke K. Nandi, Antonio Plaza. tgrs, 62:1-16, 2024. [doi]

Heterogeneous Federated Learning: State-of-the-art and Research ChallengesMang Ye, Xiuwen Fang, Bo Du 0001, Pong C. Yuen, Dacheng Tao. ACM Comput. Surv., 56(3), March 2024. [doi]

SAT3D: Image-driven Semantic Attribute Transfer in 3DZhijun Zhai, Zengmao Wang, Xiaoxiao Long, Kaixuan Zhou, Bo Du 0001. mm 2024: 10678-10687 [doi]

What If the Input is Expanded in OOD Detection?Boxuan Zhang, Jianing Zhu, Zengmao Wang, Tongliang Liu, Bo Du 0001, Bo Han 0003. nips 2024: [doi]

Spatial-Aware Attention Generative Adversarial Network for Semi-supervised Anomaly Detection in Medical ImageZerui Zhang, Zhichao Sun, Zelong Liu, Zhou Zhao, Rui Yu 0002, Bo Du 0001, Yongchao Xu. miccai 2024: 638-648 [doi]

A Modular Neural Motion Retargeting System Decoupling Skeleton and Shape PerceptionJiaxu Zhang, Zhigang Tu 0001, Junwu Weng, Junsong Yuan 0001, Bo Du 0001. pami, 46(10):6889-6904, October 2024. [doi]

Fast Projected Fuzzy Clustering With Anchor Guidance for Multimodal Remote Sensing ImageryYongshan Zhang, Shuaikang Yan, Lefei Zhang, Bo Du 0001. TIP, 33:4640-4653, 2024. [doi]

Improving Bird's Eye View Semantic Segmentation by Task DecompositionTianhao Zhao, Yongcan Chen, Yu Wu 0011, Tianyang Liu, Bo Du 0001, Peilun Xiao, Shi Qiu, Hongda Yang, Guozhen Li, Yi Yang 0001, Yutian Lin. cvpr 2024: 15512-15521 [doi]

MoreStyle: Relax Low-Frequency Constraint of Fourier-Based Image Reconstruction in Generalizable Medical Image SegmentationHaoyu Zhao, Wenhui Dong, Rui Yu 0002, Zhou Zhao, Bo Du 0001, Yongchao Xu. miccai 2024: 434-444 [doi]

PICO: Accelerating All k-Core Paradigms on GPUChen Zhao, Ting Yu 0004, Zhigao Zheng, Yuanyuan Zhu, Song Jin, Bo Du 0001, Dacheng Tao. apnet 2024: 221-222 [doi]

WIA-LD2ND: Wavelet-Based Image Alignment for Self-supervised Low-Dose CT DenoisingHaoyu Zhao, Yuliang Gu, Zhou Zhao, Bo Du 0001, Yongchao Xu, Rui Yu 0002. miccai 2024: 764-774 [doi]

SpeedCore: Space-efficient and Dependency-aware GPU Parallel Framework for Core DecompositionChen Zhao, Ting Yu 0004, Zhigao Zheng, Yuanyuan Zhu, Song Jin, Bo Du 0001, Dacheng Tao. icpp 2024: 555-564 [doi]

Promote knowledge mining towards open-world semi-supervised learningTianhao Zhao, Yutian Lin, Yu Wu, Bo Du 0001. PR, 149:110259, 2024. [doi]

Online GNN Evaluation Under Test-time Graph Distribution ShiftsXin Zheng, Dongjin Song, Qingsong Wen, Bo Du 0001, Shirui Pan. iclr 2024: [doi]

Revisiting Knowledge Distillation for Autoregressive Language ModelsQihuang Zhong, Liang Ding 0006, Li Shen 0008, Juhua Liu, Bo Du 0001, Dacheng Tao. acl 2024: 10900-10913 [doi]

Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQLQihuang Zhong, Kunfeng Chen, Liang Ding 0006, Juhua Liu, Bo Du 0001, Dacheng Tao. emnlp 2024: 6874-6885 [doi]

ROSE Doesn't Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive DecodingQihuang Zhong, Liang Ding 0006, Juhua Liu, Bo Du 0001, Dacheng Tao. acl 2014: 13721-13736 [doi]

E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and GenerationQihuang Zhong, Liang Ding 0006, Juhua Liu, Bo Du 0001, Dacheng Tao. tkde, 36(12):8037-8050, December 2024. [doi]

Cycle Self-Refinement for Multi-Source Domain AdaptationChaoyang Zhou, Zengmao Wang, Bo Du 0001, Yong Luo. AAAI 2024: 17096-17104 [doi]

Domain Complementary Adaptation by Leveraging Diversity and Discriminability From Multiple SourcesChaoyang Zhou, Zengmao Wang, Xiaoping Zhang, Bo Du 0001. tmm, 26:4490-4501, 2024. [doi]

Attention-based Sparse and Collaborative Spectral Abundance Learning for Hyperspectral Subpixel Target DetectionDehui Zhu, Ping Zhong 0001, Bo Du 0001, Liangpei Zhang. NN, 178:106416, 2024. [doi]

Robust Remote Sensing Image Cross-Scene Classification Under Noisy EnvironmentSihan Zhu, Chen Wu 0003, Bo Du 0001, Liangpei Zhang 0001. tgrs, 62:1-11, 2024. [doi]

Adversarial pair-wise distribution matching for remote sensing image cross-scene classificationSihan Zhu, Chen Wu 0003, Bo Du 0001, Liangpei Zhang 0001. NN, 174:106241, 2024. [doi]

Learning Single Spectral Abundance for Hyperspectral Subpixel Target DetectionDehui Zhu, Bo Du 0001, Liangpei Zhang 0001. tnn, 35(7):10134-10144, July 2024. [doi]

Shifted Autoencoders for Point Annotation Restoration in Object CountingYuda Zou, Xin Xiao 0010, Peilin Zhou, Zhichao Sun, Bo Du 0001, Yongchao Xu. eccv 2025: 113-130 [doi]

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