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Zhiyu Zhu
PhD student, University of Technology Sydney
Joined
January 2023
Names
Zhiyu Zhu
(Preferred)
,
Zhu Zhiyu
Emails
****@outlook.com
(Confirmed)
,
****@uni.sydney.edu.au
(Confirmed)
,
****@uts.edu.au
(Confirmed)
,
****@student.uts.edu.au
(Confirmed)
Personal Links
Homepage
Career & Education History
PhD student
University of Technology Sydney
(uts.edu.au)
2024
–
Present
MS student
University of Sydney
(usyd.edu.au)
2022
–
2024
Advisors, Relations & Conflicts
Coauthor
Zhibo Jin
2022
–
2023
Expertise
AI explainability
2022
–
Present
AI security
2022
–
Present
Publications
Disentangling Federated Learning Heterogeneity: A Dual-Perspective Analysis of Quantifying Skew Versus Scarcity
Wenkai Zeng
,
NAN YANG
,
Zhiyu Zhu
,
Zhibo Jin
,
Dong Yuan
AISTATS 2026 Poster
Readers:
Everyone
Conceptual Archetype Decomposition for Interpretable and Generalizable Model Decisions
Zhiyu Zhu
,
Jiayu Zhang
,
Xinyi Wang
,
Zhibo Jin
,
Huijie Xu
,
NAN YANG
,
Fang Chen
,
Jianlong Zhou
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
C2MF: Consistent and Concept-Unified Matrix Factorization for Interpretable and Robust Concept Discovery
Zhiyu Zhu
,
Xinyi Wang
,
Jiayu Zhang
,
Huijie Xu
,
Zhibo Jin
,
NAN YANG
,
Fang Chen
,
Jianlong Zhou
ICLR 2026 Conference Desk Rejected Submission
Readers:
Everyone
Adversarial Bottleneck Method for Vision-Language Large Model Explainability
Zhiyu Zhu
,
Jiayu Zhang
,
Zhibo Jin
,
Xinyi Wang
,
Jianlong Zhou
,
Fang Chen
Submitted to ICLR 2026
Readers:
Everyone
Faithfulness Under the Distribution: A New Look at Attribution Evaluation
Zhiyu Zhu
,
Zhibo Jin
,
Jiayu Zhang
,
Bartlomiej Sobieski
,
Przemyslaw Biecek
,
Fang Chen
,
Jianlong Zhou
ICLR 2026 Poster
Readers:
Everyone
LACE: Lightweight Attribution-guided Concept Evolution for Continual Learning
Zhiyu Zhu
,
Jiayu Zhang
,
Zhibo Jin
,
Yihong Fei
,
Xinyi Wang
,
Huijie Xu
,
Fang Chen
,
Jianlong Zhou
Submitted to ICLR 2026
Readers:
Everyone
Signed-dictionary and Nonnegative-activation Decomposition for Concept Bottleneck Models
Zhiyu Zhu
,
Zhibo Jin
,
Jiayu Zhang
,
Xinyi Wang
,
Biaoliang Chen
,
Jianlong Zhou
,
Fang Chen
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Can we trust the attribution method?
Zhiyu Zhu
,
Jiayu Zhang
,
Xinyi Wang
,
NAN YANG
,
Zhibo Jin
,
Hongyang Chen
,
Jianlong Zhou
,
Fang Chen
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Label-Free Attribution for Interpretability
Zhiyu Zhu
,
Zhibo Jin
,
Jiayu Zhang
,
Jianlong Zhou
,
Fang Chen
Submitted to ICLR 2026
Readers:
Everyone
Improving Adversarial Transferability via Decision Boundary Adaptation
Jiayu Zhang
,
Zhiyu Zhu
,
Zhibo Jin
,
Xinyi Wang
,
Huaming Chen
,
Kim-Kwang Raymond Choo
UAI 2025 Poster
Readers:
Everyone
View all 24 publications
Co-Authors
Bartlomiej Sobieski
Biaoliang Chen
Dong Yuan
Fang Chen
Flora D. Salim
Hongyang Chen
Huaming Chen
Huijie Xu
Jason Xue
Jiahao Huang
Jianlong Zhou
Jiayu Zhang
Jun Shen
Kim-Kwang Raymond Choo
NAN YANG
Przemyslaw Biecek
Silin Liao
Teng Joon Lim
Wenkai Zeng
Xinyi Wang
Xinyi Zhang
Yihong Fei
Zhibo Jin