個人主頁： Kai Zhang's Homepage (ustc.edu.cn)
主要研究方向：人工智能、自然語言處理、文本表示學習等
張凱，博士，現為計算機學院特任副研究員。2023年於中國科學技術大學獲得計算機科學與技術專業博士學位，主要從事人工智能、自然語言處理等方麵的研究。近年來，在自然語言處理、數據挖掘、人工智能等領域的重要國際學術會議ACL、KDD、SIGIR、AAAI、IJCAI以及重要學術期刊IEEE TKDE等發表論文20餘篇，其中一作/通訊論文9篇（CCF推薦A類會議/期刊7篇、CCF推薦B類會議2篇），申請國家發明專利12項，已獲國家授權專利3項。擔任IEEE TKDE、IEEE TAC、FCS等多個學術期刊審稿人，以及ACL、KDD、SIGIR、AAAI、IJCAI、EMNLP等多個國際會議的程序委員會委員。
獲獎情況：
1. 2022年，中科院院長優秀獎學金，中國科學院
2. 2022年，博士研究生國家獎學金，教育部
3. 2019年，中國機器學習會議“最佳學生論文”獎，中國人工智能學會
4. 2019年，博士研究生國家獎學金，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. 張凱, 趙洪科，劉淇，潘鎮，陳恩紅，基於動靜態表征的眾籌協同預測方法, 軟件學報, 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.
