1. Hairui Xu, Ao Zhang, Qingle Wang, Yang Hu, Fang Fang, Long Cheng. Quantum reinforcement learning for real-time optimization in Electric Vehicle charging systems, Applied Energy, 2025.
  2. Lian Liu, Long Cheng, Haimeng Ren, Zhaohui Xu, Yudong Pan, Mengdi Wang, Xiaowei Li, Yinhe Han, Ying Wang. COMET: Towards partical W4A4KV4 LLMs serving, Proc. ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2025.
  3. Guodong Li, Fangce Yu, Qingle Wang, Lin Liu, Ying Mao, Long Cheng. Quantum neural network classifier with differential privacy, Physica Scripta, 2025.