2023年于天津大学智能与计算学部获得工学博士学位，随之加入中国科学院杭州医学研究所人工智能与智慧医疗中心参加工作。主要从事量子机器学习、量子认知、自然语言处理、大语言模型、计算生物学等领域的研究课题。近年来以第一作者在 AAAI、CIKM、ECAI 等高水平人工智能会议上发表二十余篇学术论文，获得多项发明专利，申请数个软件著作权，并担任包括 Information Sciences、AAAI、IJCAI、ECAI、EMNLP 和 DASFAA 在内的知名期刊和会议的审稿人。

人工智能、自然语言处理、大语言模型

Junwei Zhang, Ruifang He, Fengyu Guo, et al. Quantum Interference Model for Semantic Biases of Glosses in Word Sense Disambiguation. In AAAI, 2024: 19551-19559. (CCF-A) Junwei Zhang, Ruifang He, Fengyu Guo. Quantum-inspired Representation for Long-tail Senses of Word Sense Disambiguation. In AAAI, 2023: 13949-13957. (CCF-A) Junwei Zhang, Ruifang He, Fengyu Guo, et al. Disentangled Representation for Long-tail Senses of Word Sense Disambiguation. In CIKM, 2022: 2569-2579. (CCF-B) Junwei Zhang, Ruifang He, Fengyu Guo. Bi-matching Mechanism to Combat Long-tail Senses of Word Sense Disambiguation. In ECML-PKDD, 2022: 621-637. (CCF-B) Junwei Zhang, Tianheng Wang, Chenyang Wang, et al. Emotional Polarity Attention Mechanism for Text Sentiment Analysis. In DASFAA, 2024: 1-9. (CCF-B) Junwei Zhang, Yuexian Hou, Zhao Li, et al. Strong Statistical Correlation Revealed by Quantum Entanglement for Supervised Learning. In ECAI, 2020: 1650-1657. (CCF-B) Junwei Zhang, Zhao Li. Quantum Contextuality for Training Neural Networks. Chinese Journal of Electronics (CJE), 2020, 29(6): 1178-1184. (CCF-T1) Junwei Zhang, Zhao Li, Hao Peng, et al. Feedforward Neural Network Reconstructed from High-order Quantum Systems. In IEEE IJCNN, 2022: 1-8. (CCF-C) Junwei Zhang, Zhao Li, Jianmao Xiao, et al. Neural Network Model Reconstructed from Entangled Quantum States. In IEEE IJCNN, 2022: 1-8. (CCF-C) Junwei Zhang, Zhao Li, Juan Wang, et al. Quantum Entanglement Inspired Correlation Learning for Classification. In PAKDD, 2022: 58-70. (CCF-C) Junwei Zhang, Zhao Li, Ruifang He, et al. Interactive Quantum Classifier Inspired by Quantum Open System Theory. In IEEE IJCNN, 2021: 1-7. (CCF-C) Junwei Zhang, Ruifang He, Zhao Li, et al. Quantum Correlation Revealed by Bell State for Classification Tasks. In IEEE IJCNN, 2021: 1-8. (CCF-C)

（1）贺瑞芳, 张俊伟. 一种融合定义与场景匹配机制的长尾词义消歧方法. 公开号: CN115600604A. （2）贺瑞芳, 张俊伟. 一种融合解耦表征的长尾词义消歧方法. 公开号: CN115600591A. （3）贺瑞芳, 张俊伟. 一种适用于小样本的类量子表征学习方法. 公开号: CN118446329A. （4）张俊伟, 李晓林. 一种基于量子干涉模型的词义消歧方法、设备及存储介质. 公开号: CN118052226A. （5）张俊伟, 李晓林. 基于情感极性注意力机制的文本情感分析方法、设备及介质. 公开号: CN118394935A.