Ma, Tianyi

8 publications

NeurIPS 2025 AutoData: A Multi-Agent System for Open Web Data Collection Tianyi Ma, Yiyue Qian, Zheyuan Zhang, Zehong Wang, Xiaoye Qian, Feifan Bai, Yifan Ding, Xuwei Luo, Shinan Zhang, Keerthiram Murugesan, Chuxu Zhang, Yanfang Ye

ICML 2025 Beyond Message Passing: Neural Graph Pattern Machine Zehong Wang, Zheyuan Zhang, Tianyi Ma, Nitesh V Chawla, Chuxu Zhang, Yanfang Ye

WACV 2025 Disentangle Source and Target Knowledge for Continual Test-Time Adaptation Tianyi Ma, Maoying Qiao

NeurIPS 2025 Generative Graph Pattern Machine Zehong Wang, Zheyuan Zhang, Tianyi Ma, Chuxu Zhang, Yanfang Ye

ICLR 2025 Satisficing Regret Minimization in Bandits Qing Feng, Tianyi Ma, Ruihao Zhu

ICML 2025 Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees Zehong Wang, Zheyuan Zhang, Tianyi Ma, Nitesh V Chawla, Chuxu Zhang, Yanfang Ye

CVPR 2023 ProD: Prompting-to-Disentangle Domain Knowledge for Cross-Domain Few-Shot Image Classification Tianyi Ma, Yifan Sun, Zongxin Yang, Yi Yang

IJCAI 2019 Design and Implementation of a Disambiguity Framework for Smart Voice Controlled Devices Kehua Lei, Tianyi Ma, Jia Jia, Cunjun Zhang, Zhihan Yang