Zhoutong Chen

According to our database, Zhoutong Chen authored at least 10 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Preference Optimization via Contrastive Divergence: Your Reward Model is Secretly an NLL Estimator.

Zhuotong Chen, Fang Liu, Xuan Zhu, Yanjun Qi, Mohammad Ghavamzadeh

CoRR, February, 2025

2024

Self-Healing Robust and Fair Neural Networks via Optimal Control

Zhuotong Chen

PhD thesis, 2024

Contrastive Learning with Consistent Representations.

Zihu Wang, Yu Wang, Zhuotong Chen, Hanbin Hu, Peng Li

Trans. Mach. Learn. Res., 2024

PID Control-Based Self-Healing to Improve the Robustness of Large Language Models.

Zhuotong Chen, Zihu Wang, Yifan Yang, Qianxiao Li, Zheng Zhang

Trans. Mach. Learn. Res., 2024

Towards Improved Preference Optimization Pipeline: from Data Generation to Budget-Controlled Regularization.

Zhuotong Chen, Fang Liu, Jennifer Zhu, Wanyu Du, Yanjun Qi

CoRR, 2024

Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs.

Behnam Rahdari, Hao Ding, Ziwei Fan, Yifei Ma, Zhuotong Chen, Anoop Deoras, Branislav Kveton

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

2023

Asymptotically Fair Participation in Machine Learning Models: an Optimal Control Perspective.

Zhuotong Chen, Qianxiao Li, Zheng Zhang

CoRR, 2023

2022

Self-Healing Robust Neural Networks via Closed-Loop Control.

Zhuotong Chen, Qianxiao Li, Zheng Zhang

J. Mach. Learn. Res., 2022

2021

Towards Robust Neural Networks via Close-loop Control.

Zhuotong Chen, Qianxiao Li, Zheng Zhang

Proceedings of the 9th International Conference on Learning Representations, 2021

Bayesian Inference with Certifiable Adversarial Robustness.

Matthew Wicker, Luca Laurenti, Andrea Patane, Zhuotong Chen, Zheng Zhang, Marta Kwiatkowska

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021