Yuheng Cheng

PhD student, Department of Computer Science and Engineering, The Chinese University of Hong Kong

Joined

September 2023

Names

Yuheng Cheng (Preferred)

derry chan

Emails

****@foxmail.com (Confirmed)

****@link.cuhk.edu.cn (Confirmed)

Personal Links

Homepage

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ORCID

Career & Education History

PhD student

Department of Computer Science and Engineering, The Chinese University of Hong Kong (cse.cuhk.edu.hk)

2023 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Junhua Zhao

Present

Coauthor

Xiyuan Zhou

Present

Expertise

No areas of expertise listed

Publications

Large language model-enhanced home energy management with dynamic user preference elicitation and hierarchical data-sharing
Xunning Zhang, Yuheng Cheng, Xuanang Gui, Huan Zhao, Junhua Zhao, Jinyue Yan
- Applied Energy
- Readers: Everyone
Power system operational reliability evaluation with retrieval-augmented generation enhanced large language model
Yuheng Cheng, Huan Zhao, Dejun Xiang, Zhengwen Zhang, Guolong Liu, Yanli Liu, Junhua Zhao, Xinlei Cai
- Energy and AI
- Readers: Everyone
Secure and trustworthy energy systems: A four-layer threat model and defense-in-depth framework
Yuheng Cheng, Xiyuan Zhou, Huan Zhao, Gaoqi Liang, Fushuan Wen, Junhua Zhao
- Energy
- Readers: Everyone
AGE-MORL: Agent-Guided Evolutionary Control for Multi-Objective Reinforcement Learning
Xuanang Gui, Qianlong Wang, Huan Zhao, Yuheng Cheng, Ping Chen, Junhua Zhao
- Submitted to ICLR 2026
- Readers: Everyone
EngiBench: A Benchmark for Evaluating Large Language Models on Engineering Problem Solving
Xiyuan Zhou, Xinlei Wang, Yirui He, Yang Wu, Ruixi Zou, Yuheng Cheng, Yulu Xie, Wenxuan Liu, Huan Zhao, Yan Xu, Jinjin Gu, Junhua Zhao
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
EngiAgent: Fully Connected Coordination of LLM Agents for Solving Open-ended Engineering Problems with Feasible Solutions
Xiyuan Zhou, Ruixi Zou, Xinlei Wang, Yuheng Cheng, Yan Xu, Junhua Zhao, Jinjin Gu
- Submitted to ICLR 2026
- Readers: Everyone
Intelli-Dispatch-SQL: An LLM-based agent for reliable Text-to-SQL in power dispatching
Binye Ni, Xinlei Cai, Zhijun Shen, Zijie Meng, Junhua Zhao, Yuheng Cheng, Xuanang Gui
- Energy and AI
- Readers: Everyone
Multi-modal data information alignment based SOH estimation for lithium-ion batteries using a local–global parallel CNN-Transformer Network
Xuanang Gui, Junrong Du, Qianlong Wang, Huan Zhao, Yuheng Cheng, Junhua Zhao
- Journal of Energy Storage
- Readers: Everyone
Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods
Yuji Cao, Huan Zhao, Yuheng Cheng, Ting Shu, Yue Chen, Guolong Liu, Gaoqi Liang, Junhua Zhao, Jinyue Yan, Yun Li
- IEEE Transactions on Neural Networks and Learning Systems
- Readers: Everyone
Survey on large language model-enhanced reinforcement learning: Concept, taxonomy, and methods
Yuji Cao, Huan Zhao, Yuheng Cheng, Junhua Zhao
- IEEE Transactions on Neural Networks and Learning Systems
- Readers: Everyone

View all 22 publications

Co-Authors

View all 86 co-authors