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Viewing Publication 1 - 100 from 429

2026

Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model MergingLi Shen 0008, Anke Tang, Enneng Yang, Guibing Guo, Yong Luo 0002, Lefei Zhang, Xiaochun Cao, Bo Du 0001, Dacheng Tao. pami, 48(3):2329-2341, March 2026. [doi]

Mining Cross-Modality Implicit Semantic Association for Unsupervised Visible-Infrared Person Re-IdentificationBin Yang 0026, Lekai Liu, Wenke Huang 0003, Xiao Wang 0029, Bo Du 0001, Mang Ye. tifs, 21:697-709, 2026. [doi]

Rethinking Visual Token Reduction in LVLMs Under Cross-Modal MisalignmentRui Xu 0031, Yunke Wang, Yong Luo 0002, Bo Du 0001. AAAI 2026: 27323-27331 [doi]

CAFL: Conditional Attention Federated Learning for Image Emotion AnalysisChang Liu 0046, Zengmao Wang, Yongchao Xu, Bo Du 0001. dase, 11(1):66-83, March 2026. [doi]

Multilingual Text-to-Image Person Retrieval via Bidirectional Relation Reasoning and AligningMin Cao, Xinyu Zhou, Ding Jiang, Bo Du 0001, Mang Ye, Min Zhang 0005. pami, 48(2):1961-1977, February 2026. [doi]

Exploring magnetic actuation automation: Learning from noisy demonstrations via adaptive sampling policyXutian Deng, Jianhui Zhao 0001, Zhiyong Yuan, Bo Du 0001, Miao Li 0002, Zhijian Yang. eaai, 163:112902, 2026. [doi]

Learning electromagnetic diffusion policies from mixed demonstrations in magnetic-assisted surgical contextsXutian Deng, Hang Qi, Jianhui Zhao 0001, Zhiyong Yuan, Bo Du 0001, Miao Li 0002, Tingbao Zhang, Zhijian Yang. eaai, 165:113408, 2026. [doi]

Temporal Difference Policy for Dynamic Stability of Magnetically Actuated Objects With Uncertain Physical PropertiesXutian Deng, Jianhui Zhao 0001, Zhiyong Yuan, Miao Li 0002, Bo Du 0001, Jerry Zhijian Yang. tase, 23:900-914, 2026. [doi]

Prompt-guided Modality Completion for cardiac pathology segmentationDonggen Fang, Yajie Chen, Yuliang Gu, Lingyi Yu, Zhongyuan Wang 0001, Chao Pang, Bo Du 0001, Lianming Wu, Yongchao Xu. PR, 179:113506, 2026. [doi]

CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic SegmentationZiyang Gong, Zhixiang Wei, Di Wang 0023, Xiaoxing Hu, Xianzheng Ma, Hongruixuan Chen, Yuru Jia, Yupeng Deng 0002, Zhenming Ji, Xiangwei Zhu, Xue Yang 0005, Naoto Yokoya, Jing Zhang 0037, Bo Du 0001, Junchi Yan, Liangpei Zhang 0001. pami, 48(5):5147-5164, May 2026. [doi]

Coarse-to-fine crack cue for robust crack detectionZelong Liu, Yuliang Gu, Zhichao Sun, Huachao Zhu, Xin Xiao 0010, Bo Du 0001, Laurent Najman, Yongchao Xu. PR, 171:112107, 2026. [doi]

Condition-Guided Diffusion for Multi-Modal Pedestrian Trajectory Prediction Incorporating Intention and Interaction PriorsYanghong Liu, Xingping Dong, Yutian Lin, Mang Ye, Kaihao Zhang, Bo Du 0001. pami, 48(4):4406-4419, April 2026. [doi]

HDiff-HIR: Hierarchically Conditional Diffusion Model for Hyperspectral Image ReconstructionFulin Luo, Xi Chen 0087, Chuan Fu, Tan Guo, Bo Du 0001. tcsv, 36(1):777-791, January 2026. [doi]

A Few-Shot Class Incremental Learning Method Using Graph Neural NetworksYuqian Ma, Youfa Liu, Bo Du 0001. TIP, 35:1337-1349, 2026. [doi]

Feature Dispersion Adaptation With Pre-Pooling Prototype for Continual Image ClassificationWuxuan Shi, Mang Ye, Wei Yu 0009, Bo Du 0001. tmm, 28:801-812, 2026. [doi]

Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation ModelsAnke Tang, Li Shen 0008, Yong Luo 0002, Shuai Xie, Han Hu 0003, Lefei Zhang, Bo Du 0001, Dacheng Tao. pami, 48(2):1145-1157, February 2026. [doi]

EMT-HEE: An Evolutionary Multi-Tasking Method for Hyperspectral Endmember ExtractionQijun Wang, Zilong Zhu, Fan Cheng 0001, Bo Du 0001, Lixia Yang. tetci, 10(2):1411-1427, April 2026. [doi]

A rate-distortion optimal evolutionary algorithm under the fixed bit-rate constraints for the JPEG quantization table optimizationQijun Wang, Hongyan Wei, Ke Xu 0011, Bo Du 0001, Xingyi Zhang 0001. asc, 192:114697, 2026. [doi]

Task prior attention network for multi-task learning of dense predictionYangyang Xu, Yibo Yang, Lefei Zhang, Bo Du 0001. chinaf, 69(1), 2026. [doi]

Advances in automated fetal brain MRI segmentation and biometry: Insights from the FeTA 2024 challengeVladyslav Zalevskyi, Thomas Sanchez, Misha P. T. Kaandorp, Margaux Roulet, Diego Fajardo Rojas, Liu Li 0001, Jana Hutter, Hongwei Bran Li, Matthew J. Barkovich, Hui Ji, Luca Wilhelmi, Aline Dändliker, Céline Steger, Mériam Koob, Yvan Gomez, Anton Jakovcic, Melita Klaic, Ana Adzic, Pavel Markovic, Gracia Grabaric, Milan Rados, Jordina Aviles Verdera, Gregor Kasprian, Gregor Dovjak, Raphael Gaubert-Rachmühl, Maurice Aschwanden, Qi Zeng, Davood Karimi, Denis Peruzzo, Tommaso Ciceri, Giorgio Longari, Rachika E. Hamadache, Amina Bouzid, Xavier Lladó, Simone Chiarella, Gerard Martí-Juan, Miguel Ángel González Ballester, Marco Castellaro, Marco Pinamonti, Valentina Visani, Robin Cremese, Keïn Sam, Fleur Gaudfernau, Param Ahir, Mehul Parikh, Maximilian Zenk, Michael Baumgartner 0001, Klaus H. Maier-Hein, Li Tianhong, Yang Hong, Zhao Longfei, Domen Preloznik, Ziga Spiclin, Jae-Won Choi, Muyang Li, Jia Fu, Guotai Wang, Jingwen Jiang, Lyuyang Tong, Bo Du 0001, Andrea Gondova, Sungmin You, Kiho Im, Abdul Qayyum 0002, Moona Mazher, Steven A. Niederer, András Jakab, Roxane Licandro, Kelly Payette, Meritxell Bach Cuadra. mia, 109:103941, 2026. [doi]

Zero-shot learning with subsequence reordering pretraining for compound-protein interactionHongzhi Zhang, Zhonglie Liu, Kun Meng, Jiameng Chen, Jia Wu 0001, Bo Du 0001, Di Lin, Yan Che, Wenbin Hu 0001. kbs, 339:115587, 2026. [doi]

Achieving >97% on GSM8K: deeply understanding the problems makes LLMs better solvers for math word problemsQihuang Zhong, Kang Wang, Ziyang Xu, Liang Ding 0006, Juhua Liu, Bo Du 0001. fcsc, 20(1):2001310, January 2026. [doi]

Domain-aware behavior cloning for bridging the sim-to-real gap of legged robotsYong Zhou, Jiawei Jiang 0001, Bo Du 0001, Hengyi Yang, Qianfan Hu. chinaf, 69(2), 2026. [doi]

TSCCD: Temporal Self-Construction Cross-Domain Learning for Unsupervised Hyperspectral Change DetectionTianyuan Zhou, Fulin Luo, Chuan Fu, Tan Guo, Bo Du 0001, Xinbo Gao 0001, Liangpei Zhang 0001. TIP, 35:830-843, 2026. [doi]

2025

Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt AdjustmentHongda Sun 0001, Jiaren Peng, Wenzhong Yang, Liang He 0003, Bo Du 0001, Rui Yan 0001. acl 2025: 25715-25726 [doi]

Aligning Text-to-Image Diffusion Models With Constrained Reinforcement LearningZiyi Zhang 0001, Sen Zhang 0006, Li Shen 0008, Yibing Zhan, Yong Luo 0002, Han Hu 0003, Bo Du 0001, Yonggang Wen 0001, Dacheng Tao. pami, 47(11):9550-9562, November 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]

Graph-Structured Small Molecule Drug Discovery Through Deep Learning: Progress, Challenges, and OpportunitiesKun Li 0009, Yida Xiong, Hongzhi Zhang, Xiantao Cai, Jia Wu 0001, Bo Du 0001, Wenbin Hu 0001. icws 2025: 1033-1042 [doi]

Medical Transformer With Mix Mask Generation for Thorax Disease ClassificationZiyi Liu 0010, Zengmao Wang, Bo Du 0001. tmm, 27:4984-4995, 2025. [doi]

Bypass Back-propagation: Optimization-based Structural Pruning for Large Language Models via Policy GradientYuan Gao 0015, Zujing Liu, Weizhong Zhang, Bo Du 0001, Gui-Song Xia. acl 2025: 29356-29377 [doi]

Masked Diffusion Models for Unsupervised Anomaly Detection in Brain ImagesRui Xu 0031, Yunke Wang, Lihua Zhang, Yong Luo 0002, Shu Yang 0004, Yihui Wang 0002, Bo Du 0001, Hao Chen 0011. bibm 2025: 4305-4308 [doi]

PCLIM: Prototype-Based Category-Level Image-Text Multimodal Learning Method for Fetal Cardiac Ultrasound Imaging AnalysisXi Chen 0087, Lyuyang Tong, Bo Du 0001. bibm 2025: 847-852 [doi]

Federated Learning With Only Positive Labels by Exploring Label CorrelationsXuming An, Dui Wang, Li Shen 0008, Yong Luo 0002, Han Hu 0003, Bo Du 0001, Yonggang Wen 0001, Dacheng Tao. tnn, 36(4):7651-7665, April 2025. [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]

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]

Knowledge-aware contrastive heterogeneous molecular graph learningMukun Chen, Jia Wu 0001, Shirui Pan, Fu Lin, Bo Du 0001, Xiuwen Gong, Wenbin Hu 0001. ploscb, 21(5):1013008, 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]

DNASpeech: A Contextualized and Situated Text-to-Speech Dataset with Dialogues, Narratives and ActionsChuanqi Cheng, Hongda Sun 0001, Bo Du 0001, Shuo Shang, Xinrong Hu, Rui Yan 0001. acl 2025: 18599-18616 [doi]

AdaptHAD: Adaptive One-Step Hybrid Network for Hyperspectral Anomaly DetectionXiuqing Dai, Yanni Dong, Yuxiang Zhang 0001, Bo Du 0001. tgrs, 63:1-14, 2025. [doi]

Fine-Grained Body Part Control in Text-Driven Motion Synthesis with Interactive IntentionSiyuan Fan, Longling Sun, Bo Peng, Bo Du 0001, Xiantao Cai. icmcs 2025: 1-6 [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]

Detect Changes Like Humans: Incorporating Semantic Priors for Improved Change DetectionYuhang Gan, Wenjie Xuan, Zhiming Luo, Lei Fang, Zengmao Wang, Juhua Liu, Bo Du 0001. tgrs, 63:1-14, 2025. [doi]

DENet: Direction and Edge Co-Awareness Network for Road Extraction From High-Resolution Remote Sensing ImageryTan Guo, Ying Gao, Fulin Luo, Lei Zhang 0038, Bo Du 0001, Xinbo Gao 0001. tits, 26(7):10236-10249, July 2025. [doi]

Exploring Text-Guided Single Image Editing for Remote Sensing ImagesFangzhou Han, Lingyu Si, Hongwei Dong, Zhizhuo Jiang, Lamei Zhang, Hao Chen 0014, Yu Liu 0005, Bo Du 0001. staeors, 18:18117-18133, 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]

DM-PCL: Text-Driven Dual-Modal Prototype Consistency Learning for Weakly-Supervised Few-Shot Part SegmentationMengya Han, Yong Luo 0002, Han Hu 0003, Zengmao Wang, Lefei Zhang, Bo Du 0001, Ling-Yu Duan, Dacheng Tao. ijcv, 133(11):7553-7569, November 2025. [doi]

When Data-Free Knowledge Distillation Meets Non-Transferable Teacher: Escaping Out-of-Distribution Trap is All You NeedZiming Hong, Runnan Chen, Zengmao Wang, Bo Han 0003, Bo Du 0001, Tongliang Liu. icml 2025: [doi]

Single-Source Frequency Transform for Cross-Scene Classification of Hyperspectral ImageXizeng Huang, Yanni Dong, Yuxiang Zhang 0001, Bo Du 0001. TIP, 34:3000-3012, 2025. [doi]

Spotlighting Partially Visible Cinematic Language for Video-to-Audio Generation via Self-distillationFeizhen Huang, Yu Wu 0011, Yutian Lin, Bo Du 0001. IJCAI 2025: 1170-1178 [doi]

BEVFix: Deep feature enhancement for robust 3D object detectionWenxuan Li, Jian Zhou 0011, Chi Chen 0002, Hongkai Yu, Bo Du 0001, Qin Zou 0001. NN, 190:107675, 2025. [doi]

SimTA++: Simple attention neural network for clinical asynchronous time seriesZhihao Li, Jingyu Li, Kaiming Kuang, Baoyu Jing, Bo Du 0001, Fei Liao, Jiancheng Yang. NN, 191:107735, 2025. [doi]

XAI for In-Hospital Mortality Prediction via Multimodal ICU DataXingqiao Li, Jindong Gu, Zhiyong Wang, Yancheng Yuan, Fengxiang He, Bo Du 0001. bibm 2025: 3798-3801 [doi]

Unveiling Byzantine-robust with Varied Batch Sizes across Different Clients in Federated LearningYunxuan Li, Yuxin Wei, Xinjian Huang, Bo Du 0001. mmasia 2025: [doi]

Building connectome analysis tools with representation learning on neuronal skeleton and circuit topologyMinghui Liao, Guojia Wan, Wenbin Hu 0001, Bo Du 0001. NN, 190:107603, 2025. [doi]

Facial Expression Recognition With Heatmap Neighbor Contrastive LearningTong Liu, Jing Li 0055, Jia Wu 0001, Bo Du 0001, Yibing Zhan, Dapeng Tao, Jun Wan 0005. tmm, 27:4795-4807, 2025. [doi]

MIFNet: Learning Modality-Invariant Features for Generalizable Multimodal Image MatchingYepeng Liu, Zhichao Sun, Baosheng Yu, Yitian Zhao, Bo Du 0001, Yongchao Xu, Jun Cheng 0003. TIP, 34:3593-3608, 2025. [doi]

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

LGTC: Local-Global Tri-Consistency Network for Semi-Supervised Change Detection of Remote Sensing ImagesJiamin Liu, Rui Xu 0031, Fulin Luo, Chuan Fu, Tan Guo, Qian Shi 0001, Bo Du 0001. tgrs, 63:1-13, 2025. [doi]

Neighborhood-Consistent Binary Transformation for Domain-Invariant Chest X-Ray DiagnosisZelong Liu, Huachao Zhu, Zhichao Sun, Yuda Zou, Yuliang Gu, Bo Du 0001, Yongchao Xu. miccai 2026: 465-475 [doi]

Learning Modality-Invariant Feature for Multimodal Image Matching via Knowledge DistillationYepeng Liu, Wenpeng Lai, Yuliang Gu, Gui-Song Xia, Bo Du 0001, Yongchao Xu. tgrs, 63:1-15, 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]

Latent Feature Disentanglement Bidirectional Prompting Network for Unsupervised Cloud RemovalHang Sun, Zhixuan Huang, Bo Du 0001, Lyuyang Tong, Jun Wan 0005, Mei Yu, Peng Chen. tgrs, 63:1-17, 2025. [doi]

Bidirectional-Modulation Frequency-Heterogeneous Network for Remote Sensing Image DehazingHang Sun, Qingfei Zhong, Bo Du 0001, Zhigang Tu 0001, Jun Wan 0005, Wenbin Wang 0001, Dong Ren. tcsv, 35(11):10649-10664, 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]

SWCD: Toward Accurate Change Detection via Similarity-Awareness Weakly Supervised LearningZijun Tan, Fulin Luo, Chuan Fu, Tan Guo, Bo Du 0001, Xinbo Gao 0001. tgrs, 63:1-16, 2025. [doi]

Data-Adaptive Weight-Ensembling for Multi-task Model FusionAnke Tang, Li Shen 0008, Yong Luo 0002, Shiwei Liu 0003, Han Hu 0003, Bo Du 0001, Dacheng Tao. ijcv, 133(8):5396-5412, August 2025. [doi]

FusionBench: A Unified Library and Comprehensive Benchmark for Deep Model FusionAnke Tang, Li Shen 0008, Yong Luo 0002, Enneng Yang, Han Hu 0003, Lefei Zhang, Bo Du 0001, Dacheng Tao. jmlr, 26, 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]

Efficient relational context perception for knowledge graph completionWenkai Tu, Guojia Wan, Zhengchun Shang, Bo Du 0001. apin, 55(15):1005, October 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]

From Parameters to Performance: A Data-Driven Study on LLM Structure and DevelopmentSuqing Wang, Zuchao Li, Luohe Shi, Bo Du 0001, Hai Zhao 0001, Yun Li 0011, Qianren Wang. emnlp 2025: 26084-26101 [doi]

Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed GraphYuxiang Wang, Xiao Yan 0002, Shiyu Jin, Quanqing Xu, Chuang Hu, Yuanyuan Zhu 0001, Bo Du 0001, Jia Wu, Jiawei Jiang 0001. IJCAI 2025: 3462-3470 [doi]

On Positive-Unlabeled Classification From Corrupted Data in GANsYunke Wang, Chang Xu 0002, Tianyu Guo, Bo Du 0001, Dacheng Tao. pami, 47(8):6859-6875, August 2025. [doi]

Noise-Robust Tuning of SAM for Domain Generalized Ultrasound Image SegmentationZhikai Wei, Chao Wu, Hanyu Du, Rui Yu 0002, Bo Du 0001, Yongchao Xu. miccai 2026: 476-486 [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]

CollagePrompt: A Benchmark for Budget-Friendly Visual Recognition with GPT-4VSiyu Xu, Yunke Wang, Daochang Liu, Bo Du 0001, Chang Xu 0002. naacl 2025: 6396-6418 [doi]

Expressive Keypoints for Skeleton-Based Action Recognition via Progressive Skeleton EvolutionYijie Yang, Jinlu Zhang 0001, Jiaxu Zhang, Bo Du 0001, Zhigang Tu 0001. TIP, 34:7585-7599, 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]

Elastic Graph Fusion Subspace Clustering for Large Hyperspectral ImageYongshan Zhang, Xinxin Wang 0003, Xinwei Jiang, Lefei Zhang, Bo Du 0001. tcsv, 35(7):6300-6312, July 2025. [doi]

Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language ModelsZihong Zhang, Liqi He, Zuchao Li, Lefei Zhang, Hai Zhao 0001, Bo Du 0001. acl 2025: 18146-18163 [doi]

Advancing Weakly-Supervised Change Detection in Satellite Images via Adversarial Class PromptingZhenghui Zhao, Chen Wu 0003, Di Wang 0023, Hongruixuan Chen, Cuiqun Chen, Zhuo Zheng, Bo Du 0001, Liangpei Zhang 0001. TIP, 34:7065-7078, 2025. [doi]

MixIR: Mixing Input and Representations for Contrastive LearningTianhao Zhao, Xiaoyang Guo, Yutian Lin, Bo Du 0001. tnn, 36(5):8255-8264, May 2025. [doi]

Cluster-graph convolution networks for robust multi-view clusteringWei Zheng, Xiao-Yuan Jing, Wei Liu 0200, Fei Wu 0004, Changhui Hu 0001, Bo Du 0001. kbs, 327:114163, 2025. [doi]

Learning from models beyond fine-tuningHongling Zheng, Li Shen 0008, Anke Tang, Yong Luo 0002, Han Hu 0003, Bo Du 0001, Yonggang Wen 0001, Dacheng Tao. natmi, 7(1):6-17, 2025. [doi]

Decision Mixer: Integrating Long-term and Local Dependencies via Dynamic Token Selection for Decision-MakingHongling Zheng, Li Shen 0008, Yong Luo 0002, Deheng Ye, Bo Du 0001, Jialie Shen 0001, Dacheng Tao. icml 2025: [doi]

KaFT: Knowledge-aware Fine-tuning for Boosting LLMs' Domain-specific Question-Answering PerformanceQihuang Zhong, Liang Ding 0006, Xiantao Cai, Juhua Liu, Bo Du 0001, Dacheng Tao. acl 2025: 24085-24100 [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]

Learning Intrinsic Invariance Within Intra-Class for Domain GeneralizationChaoyang Zhou, Zengmao Wang, Bo Du 0001. tmm, 27:3807-3820, 2025. [doi]

SiamTITP: Incorporating Temporal Information and Trajectory Prediction Siamese Network for Satellite Video Object TrackingJiawei Zhou, Yanni Dong, Bo Du 0001. TIP, 34:4120-4133, 2025. [doi]

Hounding Data Diversity: Towards Participant Selection in Vertical Federated LearningXiaokai Zhou, Xiao Yan 0002, Fangcheng Fu, Xinyan Li, Hao Huang 0001, Quanqing Xu, Chuanhui Yang, Bo Du 0001, Tieyun Qian, Jiawei Jiang 0001. icde 2025: 2810-2823 [doi]

Brain Wiring Knowledge Graph Reasoning: A Region Embedding Approach for Logical Neuronal Relation InferenceZhengyun Zhou, Guojia Wan, Fei Liao, Wenbin Hu 0001, Minghui Liao, Junchao Qiu, Xinyuan Li, Bo Du 0001. miccai 2026: 130-139 [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]

Subtle Spectral Difference Discriminative Deep Metric Learning With Spectral Center Construction for Hyperspectral Target DetectionDehui Zhu, Yuetian Lu, Ping Zhong 0001, Bo Du 0001, Liangpei Zhang 0001. tgrs, 63:1-15, 2025. [doi]

Partial consistent adversarial unified framework for unsupervised non-contrast CT cross-domain adaptation and segmentationQikui Zhu, Yanqing Wang, Shaoming Zhu, Bo Du 0001. PR, 165:111638, 2025. [doi]

Cross-domain distribution adversarial diffusion model for synthesizing contrast-enhanced abdomen CT imagingQikui Zhu, Shaoming Zhu, Bo Du 0001, Yanqing Wang. PR, 166:111695, 2025. [doi]

CSDN: CLIP-Driven Similarity-Aligned Distillation Network for Weakly-Supervised Object LocalizationSifan Zuo, Youfa Liu, Bo Du 0001. mm 2025: 4580-4589 [doi]

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