| 2025 | ICLR | Beyond Circuit Connections: A Non-Message Passing Graph Transformer Approach for Quantum Error Mitigation. | Tianyi Bao, Xinyu Ye, Hang Ruan, Chang Liu, Wenjie Wu, Junchi Yan |
| 2025 | ICLR | On Designing General and Expressive Quantum Graph Neural Networks with Applications to MILP Instance Representation. | Xinyu Ye, Hao Xiong, Jianhao Huang, Ziang Chen, Jia Wang, Junchi Yan |
| 2025 | ICML | QEM-Bench: Benchmarking Learning-based Quantum Error Mitigation and QEMFormer as a Multi-ranged Context Learning Baseline. | Tianyi Bao, Ruizhe Zhong, Xinyu Ye, Yehui Tang, Junchi Yan |
| 2025 | IJCAI | Tensor Network: from the Perspective of AI4Science and Science4AI. | Junchi Yan, Yehui Tang, Xinyu Ye, Hao Xiong, Xiaoqiu Zhong, Yuhan Wang, Yuan Qi |
| 2024 | CVPR | Circuit Design and Efficient Simulation of Quantum Inner Product and Empirical Studies of Its Effect on Near-Term Hybrid Quantum-Classic Machine Learning. | Hao Xiong, Yehui Tang, Xinyu Ye, Junchi Yan |
| 2023 | CVPR | Learning from Unique Perspectives: User-aware Saliency Modeling. | Shi Chen, Nachiappan Valliappan, Shaolei Shen, Xinyu Ye, Kai Kohlhoff, Junfeng He |
| 2023 | ICML | Towards Quantum Machine Learning for Constrained Combinatorial Optimization: a Quantum QAP Solver. | Xinyu Ye, Ge Yan, Junchi Yan |
| 2023 | KDD | VQNE: Variational Quantum Network Embedding with Application to Network Alignment. | Xinyu Ye, Ge Yan, Junchi Yan |
| 2021 | GLOBECOM | MEC and Blockchain-Enabled Energy-Efficient Internet of Vehicles Based on A3C Approach. | Xinyu Ye, Meng Li, F. Richard Yu, Pengbo Si, Zhuwei Wang, Yanhua Zhang |
| 2021 | ICRA | Visual Place Recognition via Local Affine Preserving Matching. | Xinyu Ye, Jiayi Ma |