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Bo Du

  1. Heterogeneous Federated Learning: State-of-the-art and Research Challenges
    2023/07/20 by Mang Ye, Ye, Mang, Xiuwen Fang +7 · 19 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  2. IML-ViT: Benchmarking Image Manipulation Localization by Vision Transformer
    2023/07/27 by Xiaochen Ma, Ma, Xiaochen, Bo Du +7 · 15 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Image Processing Techniques and Applications
  3. Parameter Efficient Multi-task Model Fusion with Partial Linearization
    2023/10/07 by Anke Tang, Li Shen, Tang, Anke +13 · 12 citations
    Computer Science · Engineering · #Neural Networks and Applications #Fault Detection and Control Systems
  4. ChangeCLIP: Remote sensing change detection with multimodal vision-language representation learning
    2024/02/01 by Sijun Dong, Libo Wang, Bo Du +1 · 13 citations
  5. Semantic Change Detection with Asymmetric Siamese Networks
    2020/10/12 by Kunping Yang, Yang, Kunping, Gui-Song Xia +11 · 6 citations
    Earth and Planetary Sciences · Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and Land Use #Remote Sensing in Agriculture #Remote-Sensing Image Classification
  6. MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining
    2024/03/20 by Di Wang, Jing Zhang, Wang, Di +19 · 13 citations
    Social Sciences · Computer Science · #Geographic Information Systems Studies #Constraint Satisfaction and Optimization #Distributed and Parallel Computing Systems
  7. Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities
    2022/04/15 by Chuang Liu, Liu, Chuang, Yibing Zhan +13 · 6 citations
    Computer Science · #Advanced Graph Neural Networks #Cloud Computing and Resource Management #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
  8. Visual Mamba: A Survey and New Outlooks
    2024/04/29 by Rui Xu, Shu Yang, Xu, Rui +8 · 9 citations
    Environmental Science · Social Sciences · #Impact of Light on Environment and Health #Global Maritime and Colonial Histories
  9. EmoLLM: Multimodal Emotional Understanding Meets Large Language Models
    2024/06/24 by Qu Yang, Mang Ye, Yang, Qu +3 · 8 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Speech and dialogue systems
  10. Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion
    2023/12/11 by Anke Tang, Luo, Xianglin, Tang, Anke +11 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
  11. Dynamic Parallel Tree Search for Efficient LLM Reasoning
    2025/02/22 by Yifu Ding, Ding, Yifu, Wentao Jiang +21 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Digital Rights Management and Security #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
  12. Revisiting Knowledge Distillation for Autoregressive Language Models
    2024/02/19 by Qihuang Zhong, Zhong, Qihuang, Liang Ding +9 · 6 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  13. ROSE Doesn't Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding
    2024/02/19 by Qihuang Zhong, Zhong, Qihuang, Liang Ding +7 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  14. Mesoscopic Insights: Orchestrating Multi-scale & Hybrid Architecture for Image Manipulation Localization
    2024/12/18 by Xuekang Zhu, Zhu, Xuekang, Xiaochen Ma +17 · 9 citations
    Engineering · Computer Science · #Image Processing Techniques and Applications #Advanced Vision and Imaging #Robotics and Sensor-Based Localization
  15. Revisit Weakly-Supervised Audio-Visual Video Parsing from the Language Perspective
    2023/06/01 by Yingying Fan, Yu Wu, Fan, Yingying +5 · 4 citations
    Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Music and Audio Processing #Subtitles and Audiovisual Media #Video Analysis and Summarization
  16. Unsupervised Domain Adaptive Re-Identification: Theory and Practice
    2018/07/30 by Liangchen Song, Cheng Wang, Song, Liangchen +10 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  17. Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models
    2022/10/11 by Qihuang Zhong, Liang Ding, Zhong, Qihuang +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  18. Sparse is Enough in Fine-tuning Pre-trained Large Language Models
    2023/12/19 by Weixi Song, Zuchao Li, Song, Weixi +7 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis
  19. Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging
    2025/01/16 by Anke Tang, Enneng Yang, Tang, Anke +11 · 7 citations
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Simulation Techniques and Applications
  20. CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation
    2024/10/30 by Ziyang Gong, Zhixiang Wei, Gong, Ziyang +25 · 7 citations
    Social Sciences · #Geographic Information Systems Studies
  21. Benchmarking Reasoning Robustness in Large Language Models
    2025/03/06 by Tong Yu, Yongcheng Jing, Yu, Tong +15 · 8 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  22. OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models
    2024/01/12 by Shuai Wang, Liang Ding, Wang, Shuai +9 · 3 citations
    Computer Science · #Software Engineering Research #Parallel Computing and Optimization Techniques #Software System Performance and Reliability
  23. Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks
    2022/07/18 by Chuang Liu, Liu, Chuang, Xueqi Ma +13 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
  24. Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE
    2022/12/04 by Qihuang Zhong, Liang Ding, Zhong, Qihuang +25 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  25. Towards Efficient Pareto Set Approximation via Mixture of Experts Based Model Fusion
    2024/06/14 by Anke Tang, Li Shen, Tang, Anke +9 · 3 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Neural Networks and Applications #Reservoir Engineering and Simulation Methods
  26. RefDrone: A Challenging Benchmark for Referring Expression Comprehension in Drone Scenes
    2025/02/01 by Zhichao Sun, Sun, Zhichao, Yepeng Liu +16 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications
  27. Improving Bird's Eye View Semantic Segmentation by Task Decomposition
    2024/04/02 by Tianhao Zhao, Zhao, Tianhao, Yongcan Chen +19 · 2 citations
    Computer Science · #Visual Attention and Saliency Detection
  28. Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images
    2019/04/08 by Lefei Zhang, Qian Zhang, Zhang, Lefei +9 · 1 citation
    Computer Science · Earth and Planetary Sciences · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Remote Sensing and Land Use #Remote-Sensing Image Classification
  29. Achieving >97% on GSM8K: Deeply Understanding the Problems Makes LLMs Better Solvers for Math Word Problems
    2024/04/23 by Qihuang Zhong, Kang Wang, Zhong, Qihuang +9 · 2 citations
    Computer Science · Engineering · #Library Science and Information Systems #Digital Rights Management and Security #Vehicle License Plate Recognition
  30. SMILE: Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Models
    2024/08/19 by Anke Tang, Tang, Anke, Li Shen +13 · 2 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  31. Bag of Tricks for Effective Language Model Pretraining and Downstream Adaptation: A Case Study on GLUE
    2023/02/18 by Qihuang Zhong, Zhong, Qihuang, Liang Ding +13 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  32. CellSeg1: Robust Cell Segmentation with One Training Image
    2024/12/02 by Peilin Zhou, Bo Du, Zhou, Peilin +3 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Digital Imaging for Blood Diseases
  33. Revisiting Token Dropping Strategy in Efficient BERT Pretraining
    2023/05/24 by Qihuang Zhong, Liang Ding, Zhong, Qihuang +11 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  34. Scale-aware Test-time Click Adaptation for Pulmonary Nodule and Mass Segmentation
    2023/07/28 by Zhihao Li, Jiancheng Yang, Li, Zhihao +9 · 1 citation
    Medicine · #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #Head and Neck Cancer Studies
  35. Zero-Shot Sharpness-Aware Quantization for Pre-trained Language Models
    2023/10/20 by Miaoxi Zhu, Qihuang Zhong, Zhu, Miaoxi +11 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Speech Recognition and Synthesis
  36. Adapting Vision Transformer for Efficient Change Detection
    2023/12/08 by Yang Zhao, Zhao, Yang, Yuxiang Zhang +5 · 1 citation
    Engineering · #Advanced Chemical Sensor Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote-Sensing Image Classification
  37. RFL-CDNet: Towards Accurate Change Detection via Richer Feature Learning
    2024/04/27 by Yuhang Gan, Gan, Yuhang, Wenjie Xuan +7 · 1 citation
    Computer Science · #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications
  38. MAEDiff: Masked Autoencoder-enhanced Diffusion Models for Unsupervised Anomaly Detection in Brain Images
    2024/01/19 by Rui Xu, Yunke Wang, Xu, Rui +3 · 1 citation
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Anomaly Detection Techniques and Applications #Machine Learning in Healthcare
  39. High-Quality Entity Segmentation and Grounding
    2024/02/04 by Qi Lu, Qi, Lu, Yiwen Chen +12 · 1 citation
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Data Quality and Management #FOS: Computer and information sciences #Topic Modeling #Web Data Mining and Analysis
  40. A multi-task convolutional neural network for mega-city analysis using very high resolution satellite imagery and geospatial data
    2017/02/26 by Fan Zhang, Zhang, Fan, Bo Du +3 · 1 citation
    Engineering · Earth and Planetary Sciences · Environmental Science · #Remote-Sensing Image Classification #Remote Sensing and Land Use #Land Use and Ecosystem Services
  41. LeMeViT: Efficient Vision Transformer with Learnable Meta Tokens for Remote Sensing Image Interpretation
    2024/05/16 by Wentao Jiang, Jiang, Wentao, Jing Zhang +9 · 1 citation
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Remote-Sensing Image Classification
  42. WIA-LD2ND: Wavelet-based Image Alignment for Self-supervised Low-Dose CT Denoising
    2024/03/18 by Haoyu Zhao, Zhao, Haoyu, Yuliang Gu +8 · 1 citation
    Medicine · Computer Science · #Medical Imaging Techniques and Applications #Medical Image Segmentation Techniques #Image and Signal Denoising Methods
  43. Vertical Federated Learning for Effectiveness, Security, Applicability: A Survey
    2024/05/25 by Mang Ye, Wei Shen, Ye, Mang +9 · 1 citation
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  44. Hound: Hunting Supervision Signals for Few and Zero Shot Node Classification on Text-attributed Graph
    2024/09/01 by Yuxiang Wang, Wang, Yuxiang, Xiao Yan +15 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  45. Shape-intensity knowledge distillation for robust medical image segmentation
    2024/09/26 by Wenhui Dong, Dong, Wenhui, Bo Du +3 · 1 citation
    Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
  46. Tracking Everything in Robotic-Assisted Surgery
    2024/09/29 by Bohan Zhan, Zhan, Bohan, Y. Q. Fang +12 · 1 citation
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Surgical Simulation and Training
  47. Detect Changes like Humans: Incorporating Semantic Priors for Improved Change Detection
    2024/12/22 by Yuhang Gan, Gan, Yuhang, Wenjie Xuan +11 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications
  48. Fluid relaxation approximation of the Busenberg--Travis cross-diffusion system
    2024/11/10 by J. A. Carrillo, Carrillo, J. A., Xin Chen +5 · 1 citation
    Computer Science · Mathematics · #Advanced Mathematical Modeling in Engineering #Analysis of PDEs (math.AP) #Differential Equations and Numerical Methods #FOS: Mathematics
  49. DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration
    2025/04/30 by Hebaixu Wang, Wang, Hebaixu, Jing Zhang +9 · 3 citations
    Computer Science · Medicine · Mathematics · #Advanced Image Processing Techniques #Medical Imaging Techniques and Applications #Numerical methods in inverse problems
  50. Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model
    2025/03/06 by Wenke Huang, Huang, Wenke, Jian Liang +29 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  51. LogicOCR: Do Your Large Multimodal Models Excel at Logical Reasoning on Text-Rich Images?
    2025/05/18 by Maoyuan Ye, Haibin He, Ye, Maoyuan +9 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Handwritten Text Recognition Techniques #Topic Modeling