Zhuotong Chen

15 papers A* 2A 2Journal 10
YearRankTypeTitle / Venue / Authors
2026 A* conf
Preference Optimization via Contrastive Divergence: Your Policy Is Secretly an NLL Estimator.
AAAI
Zhuotong Chen, Fang Liu, Xuan Zhu, Haozhu Wang, Jiayu Li, Yanjun Qi, Mohammad Ghavamzadeh
2025 J jnl
Preference Optimization via Contrastive Divergence: Your Reward Model is Secretly an NLL Estimator.
CoRR
Zhuotong Chen, Fang Liu, Xuan Zhu, Yanjun Qi, Mohammad Ghavamzadeh
2024 J jnl
Contrastive Learning with Consistent Representations.
Trans. Mach. Learn. Res.
Zihu Wang, Yu Wang, Zhuotong Chen, Hanbin Hu, Peng Li
2024 A conf
Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs.
WSDM
Behnam Rahdari, Hao Ding, Ziwei Fan, Yifei Ma, Zhuotong Chen, Anoop Deoras, Branislav Kveton
2024 J jnl
PID Control-Based Self-Healing to Improve the Robustness of Large Language Models.
CoRR
Zhuotong Chen, Zihu Wang, Yifan Yang, Qianxiao Li, Zheng Zhang
2024 J jnl
PID Control-Based Self-Healing to Improve the Robustness of Large Language Models.
Trans. Mach. Learn. Res.
Zhuotong Chen, Zihu Wang, Yifan Yang, Qianxiao Li, Zheng Zhang
2024 — —
Self-Healing Robust and Fair Neural Networks via Optimal Control
Zhuotong Chen
2024 J jnl
Towards Improved Preference Optimization Pipeline: from Data Generation to Budget-Controlled Regularization.
CoRR
Zhuotong Chen, Fang Liu, Jennifer Zhu, Wanyu Du, Yanjun Qi
2023 J jnl
Asymptotically Fair Participation in Machine Learning Models: an Optimal Control Perspective.
CoRR
Zhuotong Chen, Qianxiao Li, Zheng Zhang
2023 J jnl
Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs.
CoRR
Behnam Rahdari, Hao Ding, Ziwei Fan, Yifei Ma, Zhuotong Chen, Anoop Deoras, Branislav Kveton
2022 J jnl
Self-Healing Robust Neural Networks via Closed-Loop Control.
CoRR
Zhuotong Chen, Qianxiao Li, Zheng Zhang
2022 J jnl
Self-Healing Robust Neural Networks via Closed-Loop Control.
J. Mach. Learn. Res.
Zhuotong Chen, Qianxiao Li, Zheng Zhang
2021 A conf
Bayesian Inference with Certifiable Adversarial Robustness.
AISTATS
Matthew Wicker, Luca Laurenti, Andrea Patane, Zhuotong Chen, Zheng Zhang, Marta Kwiatkowska
2021 A* conf
Towards Robust Neural Networks via Close-loop Control.
ICLR
Zhuotong Chen, Qianxiao Li, Zheng Zhang
2021 J jnl
Towards Robust Neural Networks via Close-loop Control.
CoRR
Zhuotong Chen, Qianxiao Li, Zheng Zhang