Jiaqi Li

13 papers A* 4Journal 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Unraveling the Mysteries of Label Noise in Source-Free Domain Adaptation: Theory and Practice.
IEEE Trans. Pattern Anal. Mach. Intell.
Gezheng Xu, Li Yi, Pengcheng Xu, Jiaqi Li, Ruizhi Pu, Changjian Shui, A. Ian McLeod, Boyu Wang, Charles Ling
2024 J jnl
Hessian Aware Low-Rank Perturbation for Order-Robust Continual Learning.
IEEE Trans. Knowl. Data Eng.
Jiaqi Li, Yuanhao Lai, Rui Wang, Changjian Shui, Sabyasachi Sahoo, Charles X. Ling, Shichun Yang, Boyu Wang, Christian Gagné, Fan Zhou
2023 J jnl
Hessian Aware Low-Rank Weight Perturbation for Continual Learning.
CoRR
Jiaqi Li, Rui Wang, Yuanhao Lai, Changjian Shui, Sabyasachi Sahoo, Charles X. Ling, Shichun Yang, Boyu Wang, Christian Gagné, Fan Zhou
2023 J jnl
Label shift conditioned hybrid querying for deep active learning.
Knowl. Based Syst.
Jiaqi Li, Haojia Kong, Gezheng Xu, Changjian Shui, Ruizhi Pu, Zhao Kang, Charles X. Ling, Boyu Wang
2023 A* conf
When Source-Free Domain Adaptation Meets Learning with Noisy Labels.
ICLR
Li Yi, Gezheng Xu, Pengcheng Xu, Jiaqi Li, Ruizhi Pu, Charles Ling, A. Ian McLeod, Boyu Wang
2023 J jnl
When Source-Free Domain Adaptation Meets Learning with Noisy Labels.
CoRR
Li Yi, Gezheng Xu, Pengcheng Xu, Jiaqi Li, Ruizhi Pu, Charles Ling, A. Ian McLeod, Boyu Wang
2022 J jnl
Evolving Domain Generalization.
CoRR
William Wei Wang, Gezheng Xu, Ruizhi Pu, Jiaqi Li, Fan Zhou, Changjian Shui, Charles X. Ling, Christian Gagné, Boyu Wang
2022 A* conf
Fair Representation Learning through Implicit Path Alignment.
ICML
Changjian Shui, Qi Chen, Jiaqi Li, Boyu Wang, Christian Gagné
2022 J jnl
Fair Representation Learning through Implicit Path Alignment.
CoRR
Changjian Shui, Qi Chen, Jiaqi Li, Boyu Wang, Christian Gagné
2022 A* conf
On Learning Fairness and Accuracy on Multiple Subgroups.
NeurIPS
Changjian Shui, Gezheng Xu, Qi Chen, Jiaqi Li, Charles X. Ling, Tal Arbel, Boyu Wang, Christian Gagné
2022 J jnl
On Learning Fairness and Accuracy on Multiple Subgroups.
CoRR
Changjian Shui, Gezheng Xu, Qi Chen, Jiaqi Li, Charles Ling, Tal Arbel, Boyu Wang, Christian Gagné
2021 A* conf
Aggregating From Multiple Target-Shifted Sources.
ICML
Changjian Shui, Zijian Li, Jiaqi Li, Christian Gagné, Charles X. Ling, Boyu Wang
2021 J jnl
Aggregating From Multiple Target-Shifted Sources.
CoRR
Changjian Shui, Zijian Li, Jiaqi Li, Christian Gagné, Charles X. Ling, Boyu Wang