Email: kkzhang08@ustc.tsg211.com
个人主页： Kai Zhang's Homepage (ustc.tsg211.com)
主要研究方向：人工智能、自然语言处理、文本表示学习等
张凯，博士，现为计算机学院特任副研究员。2023年于图书馆VIP获得计算机科学与技术专业博士学位，主要从事人工智能、自然语言处理等方面的研究。近年来，在自然语言处理、数据挖掘、人工智能等领域的重要国际学术会议ACL、KDD、SIGIR、AAAI、IJCAI以及重要学术期刊IEEE TKDE等发表论文20余篇，其中一作/通讯论文9篇（CCF推荐A类会议/期刊7篇、CCF推荐B类会议2篇），申请国家发明专利12项，已获国家授权专利3项。担任IEEE TKDE、IEEE TAC、FCS等多个学术期刊审稿人，以及ACL、KDD、SIGIR、AAAI、IJCAI、EMNLP等多个国际会议的程序委员会委员。
获奖情况：
1. 2022年，中科院院长优秀奖学金，中国科学院
2. 2022年，博士研究生国家奖学金，教育部
3. 2019年，中国机器学习会议“最佳学生论文”奖，中国人工智能学会
4. 2019年，博士研究生国家奖学金，教育部
代表性著作：
1. Kai Zhang, Qi Liu, Hao Qian, Biao Xiang, Qing Cui, Jun Zhou, Enhong Chen, EATN: An Efficient Adaptive Transfer Network for Aspect-level Sentiment Analysis, IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE),2023,35(1): 377-389.
2. Kai Zhang, Hefu Zhang, Qi Liu, Hongke Zhao, Hengsh Zhu, Enhong Chen, Interactive Attention Transfer Learning for Cross-domain Sentiment Classification. The 33rd AAAI Conference on Artificial Intelligence (AAAI’2019): 5773-5780, Honolulu, Hawaii, United States, 27 Jan-2 Feb, 2019.
3. Kai Zhang, Kun Zhang, Mengdi Zhang, Hongke Zhao, Qi Liu, Wei Wu, Enhong Chen, Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis. The 60th Annual meeting of the Association for Computational Linguistics (ACL’2022): 3599-3610, Dublin, Ireland, 22-27 May, 2022.
4. Kai Zhang, Qi Liu, Zhenya Huang, Mengdi Zhang, Kun Zhang, Wei Wu, Enhong Chen, Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification. The 45th International ACM Conference on Research and Development in Information Retrieval (SIGIR’2022): 1566-1576, Madrid, Spain, 11-15 July, 2022.
5. 张凯, 赵洪科，刘淇，潘镇，陈恩红，基于动静态表征的众筹协同预测方法, 软件学报, 2020, 31(4): 967-980.
6. Kai Zhang, Hao Qian, Qing Cui, Qi Liu, Longfei Li, Jun Zhou, Jianhui Ma, Enhong Chen. Multi-Interactive Attention Network for Fine-grained Feature Learning in CTR Prediction, The 14th Conference on Web Search and Data Mining (WSDM’2021): 984–992, Israel, March 8-12, 2021.
7. Kai Zhang, Hao Qian, Qi Liu, Zhiqiang Zhang, Jun Zhou, Jianhui Ma, Enhong Chen. SIFN: A Sentiment-aware Interactive Fusion Network for Review-based Item Recommendation, The 30th ACM International Conference on Information and Knowledge Management (CIKM’2021): 3627 – 3631, Gold Coast, Queensland, Australia, 1-5 November, 2021.
8. Yin Gu, Kai Zhang, Qi Liu, Xin Lin, Zheny Huang, Enhong Chen, MassNE: Exploring Higher-Order Interactions with Marginal Effect for Massive Battle Outcome Prediction, The 32th International World Wide Web Conference (WWW'2023): 2710-2718, Austin, Texas, April 30 - May 4, 2023.
9. Ye Liu, Kai Zhang, Zhenya Huang, Kehang Wang, Yanghai Zhang, Qi Liu, Enhong Chen, Enhancing Hierarchical Text Classification through Knowledge Graph Integration, The 61th annual meeting of the Association for Computational Linguistics (ACL’2023). Accepted.
10. Xukai Liu, Kai Zhang, Ye Liu, Enhong Chen, Zhenya Huang, Linan Yue, Jiaxia Yan, RHGH: Relation-gated Heterogeneous Graph Network for Entity Alignment in Knowledge Graphs, The 61th annual meeting of the Association for Computational Linguistics (ACL’2023). Accepted.
