| 2026 | AAAI | HiQ-Lip: A Hierarchical Quantum-Classical Method for Global Lipschitz Constant Estimation of ReLU Networks. | Haoqi He, Yan Xiao, Wenzhi Xu, Ruoying Liu, Xiaokai Lin, Kai Wen |
| 2026 | ASPLOS | Maverick: Rethinking TFHE Bootstrapping on GPUs via Algorithm-Hardware Co-Design. | Zhiwei Wang, Haoqi He, Lutan Zhao, Qingyun Niu, Dan Meng, Rui Hou |
| 2026 | EuroCrypt | HERDS: Multi-key Fully Homomorphic Encryption with Sublinear Bootstrapping. | Binwu Xiang, Seonhong Min, Intak Hwang, Zhiwei Wang, Haoqi He, Yuanju Wei, Kang Yang, Jiang Zhang, Yi Deng, Yu Yu |
| 2026 | HPCA | Peregrine: Accelerating TFHE Bootstrapping on GPUs via Multi-Level External Product Co-Design. | Haoqi He, Zhiwei Wang, Lutan Zhao, Dian Jiao, Dan Meng, Rui Hou |
| 2025 | CCS | ShiftPIR: An Efficient PIR System with Gravity Shifting from Client to Server. | Zihan Wang, Lutan Zhao, Ming Luo, Zhiwei Wang, Haoqi He, Wenzhe Lv, Xuan Ding, Dan Meng, Rui Hou |
| 2025 | IJCAI | Q-Detection: A Quantum-Classical Hybrid Poisoning Attack Detection Method. | Haoqi He, Xiaokai Lin, Jiancai Chen, Yan Xiao |
| 2024 | AAIM | Quantum Annealing and GNN for Solving TSP with QUBO. | Haoqi He |
| 2024 | AAIM | Quantum Lung Segmentation: QCU-Net Applied to Chest X-Ray Images. | Haoqi He, Mingkai Huang |