Jiamin Chang

11 papers A* 4Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
GLMCyp: A Deep Learning-Based Method for CYP450-Mediated Reaction Site Prediction.
J. Chem. Inf. Model.
Xuhai Huang, Jiamin Chang, Boxue Tian
2025 A* conf
What's Pulling the Strings? Evaluating Integrity and Attribution in AI Training and Inference through Concept Shift.
CCS
Jiamin Chang, Haoyang Li, Hammond Pearce, Ruoxi Sun, Bo Li, Minhui Xue
2025 J jnl
What's Pulling the Strings? Evaluating Integrity and Attribution in AI Training and Inference through Concept Shift.
CoRR
Jiamin Chang, Haoyang Li, Hammond Pearce, Ruoxi Sun, Bo Li, Minhui Xue
2024 A* conf
A Duty to Forget, a Right to be Assured? Exposing Vulnerabilities in Machine Unlearning Services.
NDSS
Hongsheng Hu, Shuo Wang, Jiamin Chang, Haonan Zhong, Ruoxi Sun, Shuang Hao, Haojin Zhu, Minhui Xue
2024 A* conf
DNN-GP: Diagnosing and Mitigating Model's Faults Using Latent Concepts.
USENIX Security Symposium
Shuo Wang, Hongsheng Hu, Jiamin Chang, Benjamin Zi Hao Zhao, Qi Alfred Chen, Minhui Xue
2024 J jnl
DeepP450: Predicting Human P450 Activities of Small Molecules by Integrating Pretrained Protein Language Model and Molecular Representation.
J. Chem. Inf. Model.
Jiamin Chang, Xiaoyu Fan, Boxue Tian
2024 A* conf
LACMUS: Latent Concept Masking for General Robustness Enhancement of DNNs.
SP
Shuo Wang, Hongsheng Hu, Jiamin Chang, Benjamin Zi Hao Zhao, Minhui Xue
2024 J jnl
SoK: Unifying Cybersecurity and Cybersafety of Multimodal Foundation Models with an Information Theory Approach.
CoRR
Ruoxi Sun, Jiamin Chang, Hammond Pearce, Chaowei Xiao, Bo Li, Qi Wu, Surya Nepal, Minhui Xue
2023 J jnl
A Duty to Forget, a Right to be Assured? Exposing Vulnerabilities in Machine Unlearning Services.
CoRR
Hongsheng Hu, Shuo Wang, Jiamin Chang, Haonan Zhong, Ruoxi Sun, Shuang Hao, Haojin Zhu, Minhui Xue
2023 — conf
Copyright Protection and Accountability of Generative AI: Attack, Watermarking and Attribution.
WWW (Companion Volume)
Haonan Zhong, Jiamin Chang, Ziyue Yang, Tingmin Wu, Mahawaga Arachchige Pathum Chamikara, Chehara Pathmabandu, Minhui Xue
2023 J jnl
Copyright Protection and Accountability of Generative AI: Attack, Watermarking and Attribution.
CoRR
Haonan Zhong, Jiamin Chang, Ziyue Yang, Tingmin Wu, Mahawaga Arachchige Pathum Chamikara, Chehara Pathmabandu, Minhui Xue