司徒浩臻

副教授

华南农业大学 计算机科学与工程系

量子计算

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中山大学计算机软件与理论专业博士,中国计算机学会 (CCF) 量子计算专委会执行委员。长期从事量子计算相关研究,发表 SCI 论文 90篇,主持国家自然科学基金青年项目和面上项目。已培养多名优秀研究生,毕业后分别前往华南理工大学、华中科技大学 (2人)、北京邮电大学、西安电子科技大学和澳门科技大学继续攻读博士学位。欢迎对量子计算研究感兴趣、有志于从事相关研究的同学联系交流。联系邮箱:scau_situ@163.com

Publications:

Haozhen Situ, Guohong Li, Zhengjiang Li, Zhimin He, Yongyao Li, Lvzhou Li, Data-efficient predictor-based quantum architecture search with semi-supervised learning, Physical Review A, 113, 012402 (2026)

● Chuangtao Chen, Qinglin Zhao, Mengchu Zhou, Dusit Niyato, Zhimin He, Haozhen Situ. Overcoming dimensional factorization limits in discrete diffusion models through quantum joint distribution learning, npj Quantum Information, 12, 49 (2026)

● Junjian Su, Runze He, Guanghui Li, Sujuan Qin, Zhimin He, Haozhen Situ, Fei Gao. From membership-privacy leakage to quantum machine unlearning, Physical Review Applied, 25, 044056 (2026)

Haozhen Situ, Zhengjiang Li, Zhimin He, Qin Li, Jinjing Shi, AutoML-driven optimization of variational quantum circuit, Information Sciences, 717, 122272 (2025)

● Zhimin He, Zhengjiang Li, Haozhen Situ (通讯), Qin Li, Jinjing Shi, Lvzhou Li, Adaptive fusion of training-free proxies for quantum architecture search, Physical Review Applied, 24, 024074 (2025)

● Fei Zhang, Jie Li, Zhimin He, Haozhen Situ (通讯), Learning the expressibility of quantum circuit ansatz using transformer, Advanced Quantum Technologies, 8, 2400366 (2025)

Haozhen Situ, Zhimin He, Shenggen Zheng, Lvzhou Li, Distributed quantum architecture search, Physical Review A, 110, 022403 (2024)

● Zhimin He, Maijie Deng, Shenggen Zheng, Lvzhou Li, Haozhen Situ (通讯), Training-free quantum architecture search, Proceedings of the AAAI Conference on Artificial Intelligence, 38, 12430 (2024)

Haozhen Situ, Tianxiang Lu, Minghua Pan, Lvzhou Li, Quantum continual learning of quantum data realizing knowledge backward transfer, Physica A: Statistical Mechanics and its Applications, 620, 128779 (2023)

● Huikang Huang, Haozhen Situ (通讯), Shenggen Zheng, Bidirectional information flow quantum state tomography, Chinese Physics Letters, 38, 040303 (2021)

Haozhen Situ, Zhimin He, Yuyi Wang, Lvzhou Li, Shenggen Zheng, Quantum generative adversarial network for generating discrete distribution, Information Sciences, 538, 193 (2020)

● Zekun Ye, Lvzhou Li, Haozhen Situ, Yuyi Wang, Quantum speedup of twin support vector machines, Science China-Information Sciences, 63, 189501 (2020)

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