Efficient and practical quantum compiler towards multi-qubit systems with deep reinforcement learning. - Qiuhao Chen; Yuxuan Du; Qi Zhao; Yuling Jiao; Xiliang Lu; Xingyao Wu (CoRR, 2022)

Provable Advantage of Parameterized Quantum Circuit in Function Approximation. - Zhan Yu; Qiuhao Chen; Yuling Jiao; Yinan Li; Xiliang Lu; Xin Wang; Jerry Zhijian Yang (CoRR, 2023)

Non-asymptotic Approximation Error Bounds of Parameterized Quantum Circuits. - Zhan Yu; Qiuhao Chen; Yuling Jiao; Yinan Li; Xiliang Lu; Xin Wang; Jerry Zhijian Yang (NeurIPS, 2024)

PUTransGCN: identification of piRNA-disease associations based on attention encoding graph convolutional network and positive unlabelled learning. - Qiuhao Chen; Liyuan Zhang; Yaojia Liu; Zhonghao Qin; Tianyi Zhao (Briefings Bioinform., 2024)

DMGAT: predicting ncRNA-drug resistance associations based on diffusion map and heterogeneous graph attention network. - Tingyu Liu; Qiuhao Chen; Renjie Liu; Yuzhi Sun; Yadong Wang; Yan Zhu; Tianyi Zhao (Briefings Bioinform., 2024)

Quantum Compiling with Reinforcement Learning on a Superconducting Processor. - Z. T. Wang; Qiuhao Chen; Yuxuan Du; Z. H. Yang; Xiaoxia Cai; Kaixuan Huang; Jingning Zhang; Kai Xu; Jun Du; Yinan Li; Yuling Jiao; Xingyao Wu; et al. (CoRR, 2024)