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Xu, Gezheng
11 publications
ICML
2025
Homophily Enhanced Graph Domain Adaptation
Ruiyi Fang
,
Bingheng Li
,
Jingyu Zhao
,
Ruizhi Pu
,
Qiuhao Zeng
,
Gezheng Xu
,
Charles Ling
,
Boyu Wang
AAAI
2025
Leveraging Group Classification with Descending Soft Labeling for Deep Imbalanced Regression
Ruizhi Pu
,
Gezheng Xu
,
Ruiyi Fang
,
Bingkun Bao
,
Charles Ling
,
Boyu Wang
ICLR
2025
Revisiting Source-Free Domain Adaptation: A New Perspective via Uncertainty Control
Gezheng Xu
,
Hui Guo
,
Li Yi
,
Charles Ling
,
Boyu Wang
,
Grace Yi
TMLR
2025
Uniform Noise Distribution and Compact Clusters: Unveiling the Success of Self-Supervised Learning in Label Noise
Pengcheng Xu
,
Li Yi
,
Gezheng Xu
,
Xi Chen
,
Ian McLeod
,
Charles Ling
,
Boyu Wang
NeurIPS
2025
Versatile Transferable Unlearnable Example Generator
Zhihao Li
,
Jiale Cai
,
Gezheng Xu
,
Hao Zheng
,
Qiuyue Li
,
Fan Zhou
,
Shichun Yang
,
Charles Ling
,
Boyu Wang
ICLR
2025
ZETA: Leveraging $z$-Order Curves for Efficient Top-$k$ Attention
Qiuhao Zeng
,
Jerry Huang
,
Peng Lu
,
Gezheng Xu
,
Boxing Chen
,
Charles Ling
,
Boyu Wang
AAAI
2024
Generalizing Across Temporal Domains with Koopman Operators
Qiuhao Zeng
,
Wei Wang
,
Fan Zhou
,
Gezheng Xu
,
Ruizhi Pu
,
Changjian Shui
,
Christian Gagné
,
Shichun Yang
,
Charles X. Ling
,
Boyu Wang
ICML
2024
Intersectional Unfairness Discovery
Gezheng Xu
,
Qi Chen
,
Charles Ling
,
Boyu Wang
,
Changjian Shui
JMLR
2023
Gap Minimization for Knowledge Sharing and Transfer
Boyu Wang
,
Jorge A. Mendez
,
Changjian Shui
,
Fan Zhou
,
Di Wu
,
Gezheng Xu
,
Christian Gagné
,
Eric Eaton
ICLR
2023
When Source-Free Domain Adaptation Meets Learning with Noisy Labels
Li Yi
,
Gezheng Xu
,
Pengcheng Xu
,
Jiaqi Li
,
Ruizhi Pu
,
Charles Ling
,
Ian McLeod
,
Boyu Wang
NeurIPS
2022
On Learning Fairness and Accuracy on Multiple Subgroups
Changjian Shui
,
Gezheng Xu
,
Qi Chen
,
Jiaqi Li
,
Charles X. Ling
,
Tal Arbel
,
Boyu Wang
,
Christian Gagné