Biography
Jianhao He is an Assistant Professor at the Hetao Institute of Mathematics and Interdisciplinary Sciences (Shenzhen). He was previously a Postdoctoral Fellow in the Department of Computer Science and Engineering at The Chinese University of Hong Kong, and has also visited the Shenzhen International Quantum Academy and interned at Microsoft Research Asia. He received his B.S. and Ph.D. degrees in Computer Science from Sun Yat‑sen University. His research focuses on quantum algorithms, with publications in CCF A conferences such as ICML and NeurIPS, as well as in leading quantum computing journals including Quantum Science and Technology. He serves as a reviewer for machine learning conferences (NeurIPS, ICML, ICLR) and quantum journals (Quantum Science and Technology, EPJ Quantum Technology).
Research Interests
Quantum Computing, Quantum Optimization Algorithms, Online Optimization Algorithms, Quantum Networks, Quantum Machine Learning, Quantum Distributed Computing
Education
2017–2022 Ph.D. in Computer Science, School of Computer Science and Engineering, Sun Yat‑sen University (Advisor: Prof. Lvzhou Li)
2016–2017 M.S. in Computer Science, School of Computer Science and Engineering, Sun Yat‑sen University (Advisor: Prof. Lvzhou Li)
2012–2016 B.S. in Computer Science, School of Information Science and Technology, Sun Yat‑sen University
Work Experience
2023–2026 Postdoctoral Fellow, Department of Computer Science and Engineering, The Chinese University of Hong Kong (Supervisor: Prof. John C.S. Lui)
2019 Research Intern, Machine Learning Group, Microsoft Research Asia (Mentor: Researcher Feidiao Yang)
Publications
[1]He Jianhao and Liu Chengchang and Liu Xutong and Li Lvzhou* and Lui C.S. John. Quantum algorithm for online exp-concave optimization[C]. ICML2024 (CCF A类): 17946-17971.
[2] Liu Chengchang, Guan Chaowen, He Jianhao* and Lui C.S. John. Quantum algorithms for non-smooth non-convex optimization[C]. NeurIPS2024 (CCF A类), 37: 35288-35312.
[3] He Jianhao, Yang Feidiao, Zhang Jialin and Li Lvzhou*. Quantum algorithm for online convex optimization[J]. Quantum Science and Technology (2022年中科院一区top), 2022, 7(2): 025022.
[4] 何键浩，李绿周*，量子优化算法概述，计算机研究与发展（CCF中文A类），2021, Vol. 58，Issue (9): 1823-1834.
[5] He Jianhao, Li Lvzhou*, Huang Yifan, Situ Haozhen and Qiu Daowen. High-dimensional quantum key agreement protocol with pairs of single qudits[J]. International Journal of Quantum Information, 2018, 16(03): 1850024.
[6] Xie Chen, Li Lvzhou*, Situ Haozhen and He Jianhao. Semi-quantum secure direct communication scheme based on bell states[J]. International Journal of Theoretical Physics, 2018, 57: 1881-1887.
[7] 李绿周、李冠中、何键浩，量子模型系统检测：原理和算法（译著），机械工业出版，2023.
[8] 李绿周、高飞、姚鹏晖、田国敬、何键浩、潘世杰、叶泽坤，2019-2020中国计算机科学技术发展报告-量子算法与复杂性研究进展概述，机械工业出版，2020.
Under submission:
[9] He Jianhao and Lui C.S. John. Quantum Algorithms for Projection-Free Sparse Convex Optimization.
Awards & Honors
Outstanding Communist Party Member, Sun Yat‑sen University
Outstanding Communist Youth League Cadre, Sun Yat‑sen University
Microsoft Research Asia Stars of Tomorrow Internship Award
Honorable Mention, MCM/ICM
Third Prize, ACM ICPC Guangdong Provincial Contest
First‑Class Scholarship, Sun Yat‑sen University
Samsung Scholarship (Corporate Donation), Sun Yat‑sen University
Invited Talks
2025 CCF Lingnan Forum & Greater Bay Area Computer Conference: “Quantum Online Convex Optimization Algorithms”, Invited Talk
2025 Guangzhou Institute of Xidian University: “QuantumOptimization Algorithms”, Invited Seminar Talk
2022 HSBC Lab: “Quantum Online Gradient Descent”, Invited Seminar Talk
2022 Institute of Computing Technology, Chinese Academy of Sciences: “Quantum Newton’s Method”, Invited Seminar Talk
2019 School of Computer Science and Technology, Dongguan University of Technology: “Quantum Neural Networks”, Invited Seminar Talk
Professional Service
Served as a Program Committee Member for ECML‑PKDD. Reviewer for conferences including NeurIPS, ICML, ICLR, IEEE QCNC, and for journals including EPJ Quantum Technology, Quantum Science and Technology, and Scientific Reports. Assisted in organizing several quantum‑related workshops and participated in the translation and compilation of multiple quantum computing textbooks.