[个人主页]：https://yuntaodu.github.io/

招生信息

    ● 2025级硕士生1名

    ● 2026级硕士生1-2名(保研学生优先)

    ● 本科生助研3-4名

课题组与南京大学、北京通用人工智能研究院、上海人工智能实验室等多个国际一流科研团队始终保持着密切合作，为组内学生提供良好的国内外交流机会。欢迎对机器学习、大模型智能体、多模态大模型等研究领域感兴趣的本科生同学加入课题组，指导教师有丰富的科研与企业经验，有意请发邮件联系yuntaodu@sdu.edu.cn，并附个人简历，非常感谢！

News

• 2025.06 Attend VALSE conference in Zhuhai

• 2025.05 Attend CCIG conference in Changsha

• 2025.05 One paper got accepted by ICML 2025

• 2025.03 One paper got accepted by Neural Networks

• 2025.02 I have joined Shandong University as an Associate Researcher in C-FAIR.

• 2025.01 One paper got accepted by ICLR 2025

• 2024.12 One paper got accepted by AAAI 2025

• 2024.11 One paper got accepted by Neurocomputing 2024

• 2024.09 One paper got accepted by NeurIPS 2024

• 2024.08 One paper got accepted by Neural Network

• 2024.07 One paper got accepted by ECCV 2024

• 2024.03 One paper got accepted by CVPR 2024

• 2023.10 One paper got accepted by Machine Learning Journal

代表性论文：

[1] Test-Time Selective Adaptation for Uni-Modal Distribution Shift in Multi-Modal Data. [PDF]

MingCai Chen, Baoming Zhang, Zongbo Han,  Wenyu Jiang, Yanmeng Wang, Shuai Feng, Yuntao Du*, Bingkun BAO

ICML 2025 (CCF A, Equal Corresponding Author)

[2] MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge. [PDF][WebPage][极市平台报道]

Yuntao Du, Kailin Jiang, Zhi Gao, Chenrui Shi, Zilong Zheng, Siyuan Qi, Qing Li

ICLR 2025 (清华A类)

[3] Robust Logit Adjustment for Learning with Long-Tailed Noisy Data. [PDF]

MingCai Chen, Yuntao Du, Wenyu Jiang, Baoming Zhang, Shuai Feng, Yi Xin, Chongjun Wang

AAAI 2025 (CCF A)

[4] V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark. [PDF][WebPage]

Yi Xin*, Siqi Luo*, Xuyang Liu*, Yuntao Du*, Haodi Zhou, Xinyu Cheng, Christina Luoluo Lee, Junlong Du, Haozhe Wang, MingCai Chen, Ting Liu, Guimin Hu, Zhongwei Wan, Rongchao Zhang, Aoxue Li, Mingyang Yi, Xiaohong Liu

NeurIPS 2024 (CCF A, Equal first author)

[5] VideoAgent: A Memory-augmented Multimodal Agent for Video Understanding. [PDF][WebPage][机器之心中文报道]

Yue Fan, Xiaojian Ma, Rujie Wu, Yuntao Du, Jiaqi Li, Zhi Gao, Qing Li

ECCV 2024 (CCF B)

[6] Multi-source Fully Test-Time Adaptation. [PDF]

Yuntao Du, Siqi Luo, Yi Xin, MingCai Chen, Shuai Feng, Mujie Zhang, Chongjun Wang

Neural Network 2024 (JCR Q1, CCF B)

[7] CLOVA: A Closed-LOop Visual Assistant with Tool Usage and Update. [PDF][WebPage]

Zhi Gao, Yuntao Du, Xintong Zhang, Xiaojian Ma, Wenjuan Han, Song-Chun Zhu, Qing Li

CVPR 2024 (CCF A)

[8] Generation, augmentation, and alignment: A pseudo-source domain based method for source-free domain adaptation [PDF]

Yuntao Du, Haiyang Yang, Mingcai Chen, Juan Jiang, Hongtao Luo, and Chongjun Wang.

Machine Learning (MLJ) 2023 (JCR Q1, CCF B)

[9] DSCR: Dual View based Symmetric Consistency Regularization for Semi-Supervised Domain Adaptation [PDF]

Yuntao Du, Juan Jiang, Hongtao Luo, Haiyang Yang, Mingcai Chen, and Chongjun Wang.

Transactions on Machine Learning Research (TMLR) 2023

[10] Two Wrongs Don’t Make a Right: Combating Confirmation Bias in Learning with Label Noise [PDF]

Mingcai Chen, Hao Cheng, Yuntao Du , Ming Xu, Wenyu Jiang, Chongjun Wang

AAAI 2023 (CCF A)

[11] InCo: Intermediate Prototype Contrast for Unsupervised Domain Adaptation [PDF]

Yuntao Du*, Hongtao Luo*, Haiyang Yang, Juan Jiang, and Chongjun Wang

ECML-PKDD 2022 (CCF B)

[12] Semi-Supervised Learning with Multi-Head Co-Training [PDF] [Code]

Mingcai Chen, Yuntao Du , Yi zhang, Shuwei Qian, and Chongjun Wang

AAAI 2022 (CCF A)

[13] AdaRNN: Adaptive Learning and Forecasting of Time Series [PDF] [Code] 

Yuntao Du , Jindong Wang, Wenjie Feng, Sinno Pan, Tao Qin, Renjun Xu and Chongjun Wang

CIKM 2021 (CCF B) (引用超300, Rank 4th in CIKM 2021)

[14] Adversarial Separation Network for Cross-Network Node Classification [PDF] [Code]

Xiaowen Zhang *, Yuntao Du *, Rongbiao Xie and Chongjun Wang

CIKM 2021 (CCF B, Euqal first author)

[15] Homogeneous Online Transfer Learning with Online Distribution Discrepancy Minimization [PDF] [Code]

Yuntao Du, Zhiwen Tan, Qian Chen, Yi Zhang, Chongjun Wang.

ECAI 2020 (CCF B)