Chengyang Gu

According to our database, Chengyang Gu authored at least 9 papers between 2022 and 2026.

Collaborative distances:

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

2026

A Pontryagin Method of Model-based Reinforcement Learning via Hamiltonian Actor-Critic.

Chengyang Gu, Yuxin Pan, Hui Xiong, Yize Chen

CoRR, March, 2026

STO-RL: Offline RL under Sparse Rewards via LLM-Guided Subgoal Temporal Order.

Chengyang Gu, Yuxin Pan, Hui Xiong, Yize Chen

CoRR, January, 2026

2025

Multi-Task Vehicle Routing Solver via Mixture of Specialized Experts under State-Decomposable MDP.

Yuxin Pan, Zhiguang Cao, Chengyang Gu, Liu Liu, Peilin Zhao, Yize Chen, Fangzhen Lin

CoRR, October, 2025

Neural Pontryagin Optimal Controller for Lossy Energy Storage with Nonlinear Efficiency.

Chengyang Gu, Yize Chen

Proceedings of the IEEE International Conference on Communications, 2025

STAMP: Accelerating Second-Order DNN Training Via ReRAM-Based Processing-in-Memory Architecture.

Yilong Zhao, Fangxin Liu, Mingyu Gao, Xiaoyao Liang, Qidong Tang, Chengyang Gu, Tao Yang, Naifeng Jing, Li Jiang

Proceedings of the Advanced Parallel Processing Technologies, 2025

2024

SEAL: SEmantic-Augmented Imitation Learning via Language Model.

Chengyang Gu, Yuxin Pan, Haotian Bai, Hui Xiong, Yize Chen

CoRR, 2024

Learning and Optimization for Price-Based Demand Response of Electric Vehicle Charging.

Chengyang Gu, Yuxin Pan, Ruohong Liu, Yize Chen

Proceedings of the American Control Conference, 2024

2022

Pontryagin Optimal Controller via Neural Networks.

Chengyang Gu, Yize Chen

CoRR, 2022

RePAST: A ReRAM-based PIM Accelerator for Second-order Training of DNN.

Yilong Zhao, Li Jiang, Mingyu Gao, Naifeng Jing, Chengyang Gu, Qidong Tang, Fangxin Liu, Tao Yang, Xiaoyao Liang

CoRR, 2022