聚焦无障碍环境建设（尤其是信息无障碍）领域的重大理论问题，结合我国国情与残疾人事业发展实际展开研究。依托浙江大学与中国残联双方资源，探索新兴技术不断发展过程中无障碍信息获取与理解的核心关键技术。通过信息无障碍相关适配算法理论、电子信息产品、通信产品无障碍适配及用户交互逻辑等，为残疾人便捷使用提供理论支撑与技术支持。
| 2025 |
| Ziwei Wang, Weizhi Chen, Leyang Yang, Sheng Zhou*, Shengchu Zhao, Hanbei Zhan, Jiongchao Jin, Liangcheng Li, Zirui Shao, Jiajun Bu, MP-GUI: Modality Perception with MLLMs for GUI Understanding, The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2025 (CCF-A) |
| Wanyi Chen, Zihua Zhao, Jiangchao Yao, Ya Zhang, Jiajun Bu, Haishuai Wang*, Multi-modal Medical Diagnosis via Large-small Model Collaboration, The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2025 (CCF-A) |
| Hui Fang, Haishuai Wang, Yang Gao, Yonggang Zhang, Jiajun Bu, Bo Han, Hui Lin, InsGNN: Interpretable Spatio-temporal Graph Neural Networks via Information Bottleneck, Information Fusion, vol 119, July 2025(IF: 14.7) |
| Houxin Gong, Haishuai Wang, Peng Zhang, Sheng Zhou, Hongyang Chen, Jiajun Bu, FedMTPP: Federated Multivariate Temporal Point Processes for Distributed Event Sequence Forecasting, TMC, 24(4):3302-3315,2025 |
| Zhuonan Zheng, Sheng Zhou, Hongjia Xu, Ming Gu, Yilun Xu, Ao Li, Yuhong Li, Jingjun Gu, Jiajun Bu, Heterophilous Distribution Propagation for Graph Neural Networks, Neural Networks, vol 184, April 2025 |
| Xiating Jin, Jiajun Bu, Zhi Yu, Hui Zhang, Yaonan Wang, Federated Hallucination Translation and Source-free Regularization Adaptation in Decentralized Domain Adaptation for Foggy Scene Understanding, IEEE TRANSACTIONS ON MULTIMEDIA, vol 27,pp 1601-1616, 2025 |
| Xuhui Li, Zhen Fang, Yonggang Zhang, Ning Ma, Jiajun Bu,Bo Han, Haishuai Wang, Characterizing submanifold Region for Out-of-Distribution Detection, IEEE TRANSACTIONS ON Knowledge and Data Engineering, 37(1):130-147, 2025 |
| 2024 |
| Graph Neural Architecture Search withLarge Language Models, SCIS, 郑鑫 |
| Sheng Zhou, Hongjia Xu, Zhuonan Zheng, Jiawei Chen, Zhao Li, Jiajun Bu*, Jia Wu, Xin Wang, Wenwu Zhu, Martin Ester, A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions, ACM Computing Surveys, Volume 57, Issue 3, Nov 11, 2024 (IF:23.8) |
| Yang Gao, Xiang Zhang, Zhongquan Sun, Payal Chandak, Jiajun Bu*, Haishuai Wang*. Precision Adverse Drug Reactions Prediction with Heterogeneous Graph Neural Network. In Advanced Science, 2024 (IF: 14.3) |
| Hangdi Xing, Changxu Cheng, Feiyu Gao,Zirui Shao, Zhi Yu, Jiajun Bu, Qi Zheng, Cong Yao, DocHieNet: A Large and Diverse Dataset for Document Hierarchy Parsing, The 2024 Conference on Empirical Methods in Natural Language Processing, pp 1129-1142, 2024 |
| Meihan Liu, Zhen Zhang, Jiachen Tang, Jiajun Bu, Bingsheng He, Sheng Zhou Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation, NaurIPS, Vol37, 2024 |
| Chunpeng Zhou, Zhi Yu, Xilu Yuan, Sheng Zhou, Jiajun Bu*, Haishuai Wang*, Less is more: A closer look at semantic-based few-shot learning, Information Fusion ,2024 (IF: 14.7) |
| Chenrui Wu, Haishuai Wang, Xiang Zhang, Zhen Fang, Jiajun Bu, Spatio-temporal Heterogeneous Federated Learning for Time Series Classification with Multi-view Orthogonal Training, ACM MM, pp 2613-2622, October 28, 2024 (CCF-A) |
| Shiqin Liu, Chaozhuo Li*, Xi Zhang, Minjun Zhao, Yuanbo Xu, Jiajun Bu*,Deeply Fusing Semantics and Interactions for Product Representation Learning，ACM MM 2024, pp.9505-9514, Oct 28-Nov 1,2024 (CCF-A) |
| Shuyi Zhang, Ke Liu, Jingjun Gu, Xiaoxu Cai, Zhihua Wang, Jiajun Bu, Haishuai Wang, Attention Beats Linear for Fast Implicit Neural Representation Prediction, European Conference on Computer Vision 2024(ECCV), July 22, 2024 |
| Zirui Shao, Feiyu Gao, Hangdi Xing, Zepeng Zhu, Zhi Yu, Jiajun Bu, Qi Zheng, Cong Yao, WebRPG: Automatic Web Rendering Parameters Generation for Visual Presentation, European Conference on Computer Vision 2024(ECCV), July 22, 2024 |
| Xiaojun Ye, Junhao Chen, Xiang Li, Haidong Xin, Chao Li; Sheng Zhou, Jiajun Bu, MMAD: Multi-modal Movie Audio Description, COLING, pp 11415-11428, 2024 |
| Wanyi Chen, Jianjun Yang, Zhongquan Sun, Xiang Zhang, Guangyu Tao, Yuan Ding, Jingjun Gu, Jiajun Bu, Haishuai Wang*, DeepASD: A deep adversarial-regularized graph learning method for ASD diagnosis with multimodal data, Translational Psychiatry, 14(1), Sep 14 2024 |
| Jingru Li, Sheng Zhou, LiLiangcheng, Jiajun Bu, Haishuai Wang, Zhi Yu, Exploring Adaptive Inter-Sample Relationship in Distillation without Data, Neural Networks, 2024 |
