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ORCIDYuexin Bian
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2020 – today
- 2026
[c6]Yuexin Bian, Jie Feng, Yuanyuan Shi:
DiffOP: Reinforcement Learning of Optimization-Based Control Policies via Implicit Policy Gradients. AAAI 2026: 19737-19745- [i13]Yuexin Bian, Jie Feng, Tao Wang, Yijiang Li, Sicun Gao, Yuanyuan Shi:
RN-D: Discretized Categorical Actors with Regularized Networks for On-Policy Reinforcement Learning. CoRR abs/2601.23075 (2026) - [i12]Yuan Zhuang, Yuexin Bian, Sihong He, Jie Feng, Qing Su, Songyang Han, Jonathan Petit, Shihao Ji, Yuanyuan Shi, Fei Miao:
Low-Rank Adaptation for Critic Learning in Off-Policy Reinforcement Learning. CoRR abs/2604.18978 (2026) - 2025
- [j3]Yufan Zhang
, Mengshuo Jia, Honglin Wen, Yuexin Bian, Yuanyuan Shi:
Toward Value-Oriented Renewable Energy Forecasting: An Iterative Learning Approach. IEEE Trans. Smart Grid 16(2): 1962-1974 (2025) - [c5]Jorge (Zhoujun) Cheng, Shibo Hao, Tianyang Liu, Fan Zhou, Yutao Xie, Feng Yao, Yuexin Bian, Nilabjo Dey, Yonghao Zhuang, Yuheng Zha, Yi Gu, Kun Zhou, Yuqi Wang, Yuan Li, Richard Fan, Jianshu She, Chengqian Gao, Abulhair Saparov, Taylor W. Killian, Haonan Li, Mikhail Yurochkin, Eric P. Xing, Zhengzhong Liu, Zhiting Hu:
Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective. NeurIPS 2025 - [i11]Yuexin Bian, Yuanyuan Shi:
Data-driven operator learning for energy-efficient building control. CoRR abs/2504.21243 (2025) - [i10]Zhoujun Cheng, Shibo Hao, Tianyang Liu, Fan Zhou, Yutao Xie, Feng Yao, Yuexin Bian, Yonghao Zhuang, Nilabjo Dey, Yuheng Zha, Yi Gu, Kun Zhou, Yuqi Wang, Yuan Li, Richard Fan, Jianshu She, Chengqian Gao, Abulhair Saparov, Haonan Li, Taylor W. Killian, Mikhail Yurochkin, Zhengzhong Liu, Eric P. Xing, Zhiting Hu:
Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective. CoRR abs/2506.14965 (2025) - [i9]Yuan Zhuang, Yi Shen, Yuexin Bian, Qing Su, Shihao Ji, Yuanyuan Shi, Fei Miao:
LD-MoLE: Learnable Dynamic Routing for Mixture of LoRA Experts. CoRR abs/2509.25684 (2025) - 2024
- [j2]Yuexin Bian, Ningkun Zheng, Yang Zheng, Bolun Xu, Yuanyuan Shi:
Predicting Strategic Energy Storage Behaviors. IEEE Trans. Smart Grid 15(2): 1608-1619 (2024) - [c4]Luke Bhan, Yuexin Bian, Miroslav Krstic, Yuanyuan Shi:
PDE control gym: A benchmark for data-driven boundary control of partial differential equations. L4DC 2024: 1083-1095 - [i8]Yuexin Bian, Xiaohan Fu, Rajesh K. Gupta, Yuanyuan Shi:
Ventilation and Temperature Control for Energy-efficient and Healthy Buildings: A Differentiable PDE Approach. CoRR abs/2403.08996 (2024) - [i7]Yufan Zhang, Honglin Wen, Yuexin Bian, Yuanyuan Shi:
Improving Sequential Market Clearing via Value-oriented Renewable Energy Forecasting. CoRR abs/2405.09004 (2024) - [i6]Luke Bhan, Yuexin Bian, Miroslav Krstic, Yuanyuan Shi:
PDE Control Gym: A Benchmark for Data-Driven Boundary Control of Partial Differential Equations. CoRR abs/2405.11401 (2024) - [i5]Yuexin Bian, Jie Feng, Yuanyuan Shi:
Convergence Guarantees for Differentiable Optimization-based Control Policy. CoRR abs/2411.07484 (2024) - 2023
- [j1]Yuexin Bian, Jintai Chen, Xiaojun Chen, Xiaoxian Yang, Danny Z. Chen, Jian Wu:
Identifying Electrocardiogram Abnormalities Using a Handcrafted-Rule-Enhanced Neural Network. IEEE ACM Trans. Comput. Biol. Bioinform. 20(4): 2434-2444 (2023) - [c3]Yuexin Bian, Xiaohan Fu, Bo Liu, Rohith Rachala, Rajesh K. Gupta, Yuanyuan Shi:
BEAR-Data: Analysis and Applications of an Open Multizone Building Dataset. BuildSys 2023: 240-243 - [i4]Yuexin Bian, Ningkun Zheng, Yang Zheng, Bolun Xu, Yuanyuan Shi:
Predicting Strategic Energy Storage Behaviors. CoRR abs/2306.11872 (2023) - [i3]Yufan Zhang, Honglin Wen, Yuexin Bian, Yuanyuan Shi:
Deriving Loss Function for Value-oriented Renewable Energy Forecasting. CoRR abs/2310.00571 (2023) - 2022
- [c2]Yuexin Bian, Ningkun Zheng, Yang Zheng, Bolun Xu, Yuanyuan Shi:
Demand response model identification and behavior forecast with OptNet: a gradient-based approach. e-Energy 2022: 418-429 - [c1]Kai-Wen Cheng, Yuexin Bian, Yuanyuan Shi, Yize Chen:
Carbon-Aware EV Charging. SmartGridComm 2022: 186-192 - [i2]Yuexin Bian, Jintai Chen, Xiaojun Chen, Xiaoxian Yang, Danny Z. Chen, Jian Wu:
Identifying Electrocardiogram Abnormalities Using a Handcrafted-Rule-Enhanced Neural Network. CoRR abs/2206.10592 (2022) - [i1]Kai-Wen Cheng, Yuexin Bian, Yuanyuan Shi, Yize Chen:
Carbon-Aware EV Charging. CoRR abs/2209.12373 (2022)
Coauthor Index
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