2025.03-至今 烟台大学计算机与控制工程学院，讲师  

计算机组成原理，汇编语言

学术论文：

[1] Qian Wang, Xiaotong Hu, Zhiqiang Wei, Hao Lu and Hao Liu*. Reinforcement Learning-Driven Exploration of Peptide Space: Accelerating Generation of Drug-Like Peptides. Briefings in Bioinformatics, Volume 25, Issue 5, September 2024, bbae444. (中科院小类1区，IF:8.7)
[2] Qian Wang, Zhiqiang Wei, Xiaotong Hu, Zhuoya Wang, Yujie Dong, Hao Liu*, Molecular generation strategy and optimization based on A2C reinforcement learning in de novo drug design, Bioinformatics, Volume 39, Issue 11, November 2023, btad693.（CCF-A类期刊，IF:7.1）
[3] Jingwei Zhang*, Qian Wang, Qing Yang, Rui Zhou, Yanchun Zhang. Exploiting Multi-Category Characteristics and Unified Framework to Extract Web Content, Data Science and Engineering, June 2018, Volume 3, Issue 2, pp 101–114. (中科院1区Top，IF:4.6)
[4] Qian Wang, Zhiqiang Wei, Zhuoya Wang, Xiaotong Hu, Hao Lu, and Hao Liu*. Target-aware Guided equivariant Diffusion model for 3D molecule Generation[C]//2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, 2024: 4497-4504. (CCF B类会议)
[5] Qian Wang, Hao Liu*, and Xiaotong Hu. 2021. Deep Reinforcement Learning and Docking Simulations for autonomous molecule generation in de novo Drug Design. In MMAsia’21: ACM Multimedia Asia, December 1–3, 2021, Gold Coast, Australia.（CCF C类会议）
[6] Qian Wang, Qing Yang, Jingwei Zhang*, Rui Zhou, Yanchun Zhang. Extracting Web Content by Exploiting Multi-Category Characteristics. International Conference on Web Information Systems Engineering, Puschino, Russia, October 07-11, 2017:229-244. (CCF C类会议)
[7] Chao Yang, Qian Wang, Qing Yang, Huibing Zhang, Jingwei Zhang*, and Ya Zhou. Optimization Factor Analysis of Large-Scale Join Queries on Different Platforms[C]. Proceedings of DASFAA International Workshops, Suzhou, China, March 27–30, 2017: 35-46. (CCF B类会议)
[8] Hao Lu, Zhiqiang Wei, Jiaming Liu, Qian Wang, Hao Liu. Designing high-affinity 3D drug molecules via geometric spatial perception diffusion model[J]. Briefings in Bioinformatics, 2025, 26(5): bbaf542. (中科院小类1区，IF:8.7)
[9] Xiangqian Li, Yuxi Lin, Hao Liu, Qian Wang, Zhuoya Wang, Jianing Chen, Ruihua Liu, Zeming Wang, Zhiqiang Wei*, Xin Wang*, Dayong Shi*. Automated de novo drug design and Anti-coronavirus activity studies of 3CLpro inhibitors[J]. preprint. research square, 2022.

专利：

[1]王茜，童向荣，丁宸昊，胡晓桐. 一种深度强化学习驱动的多肽药物分子生成方法，ZL2025 11240425.4
[2] Zhiqiang Wei, Qian Wang, Hao Liu, Zhuoya Wang. A Drug Molecule Intelligent Generation Method Based on Reinforcement Learning and Docking. PCT/CN2021/107490
[3] 魏志强，王茜，刘昊，李阳阳，王卓亚. 一种基于强化学习和对接的药物分子智能生成方法，ZL202110780433.3

[1] 山东省自然科学基金青年基金，多目标成药属性约束的药物分子生成技术研究， 2025.10-2028.9, 在研，主持。
[2] 国家重点研发计划, 蓝色药库-智能海洋药物研发, 2019.07-2022.12, 结题, 参与

[3] 省新旧动能转换重大工程重大课题攻关项目，海洋智能超算药物组学大数据关键技术研究及产业应用，2019.08-2021.08，结题，参与