Zhuotong Chen

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Strong Robustness

Bayesian Inference

Personalized Services

Machine Learning Models

Top Venues

J. Mach. Learn. Res.

Publications

Zhuotong Chen, Zihu Wang, Yifan Yang, Qianxiao Li, Zheng Zhang
PID Control-Based Self-Healing to Improve the Robustness of Large Language Models. Trans. Mach. Learn. Res. 2024 (2024)
Behnam Rahdari, Hao Ding, Ziwei Fan, Yifei Ma, Zhuotong Chen, Anoop Deoras, Branislav Kveton
Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs. WSDM (2024)
Zhuotong Chen, Zihu Wang, Yifan Yang, Qianxiao Li, Zheng Zhang
PID Control-Based Self-Healing to Improve the Robustness of Large Language Models. CoRR (2024)
Zhuotong Chen, Qianxiao Li, Zheng Zhang
Asymptotically Fair Participation in Machine Learning Models: an Optimal Control Perspective. CoRR (2023)
Behnam Rahdari, Hao Ding, Ziwei Fan, Yifei Ma, Zhuotong Chen, Anoop Deoras, Branislav Kveton
Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs. CoRR (2023)
Zhuotong Chen, Qianxiao Li, Zheng Zhang
Self-Healing Robust Neural Networks via Closed-Loop Control. J. Mach. Learn. Res. 23 (2022)
Zhuotong Chen, Qianxiao Li, Zheng Zhang
Self-Healing Robust Neural Networks via Closed-Loop Control. CoRR (2022)
Zhuotong Chen, Qianxiao Li, Zheng Zhang
Towards Robust Neural Networks via Close-loop Control. CoRR (2021)
Matthew Wicker, Luca Laurenti, Andrea Patane, Zhuotong Chen, Zheng Zhang, Marta Kwiatkowska
Bayesian Inference with Certifiable Adversarial Robustness. AISTATS (2021)
Zhuotong Chen, Qianxiao Li, Zheng Zhang
Towards Robust Neural Networks via Close-loop Control. ICLR (2021)