I am Jianye Xie, a Ph.D. student at China University of Petroleum (East China), under the supervision of Prof. Lianyong Qi, a supportive and dedicated advisor.
I received my M.S. from Nanjing Normal University, where I was supervised by Prof. Junsheng Zhou, and my B.S. from Qufu Normal University.
My research focuses on data mining, recommender systems, NLP, and CV.
2 papers accepted by ICML'2026 🏖️. Congratulations to Haotong Sun 🥳.
1 paper accepted by IJCAI'2026 🎉. Congratulations to Anqi Wang 🎉.
2 papers acceptd by WWW'2026 🍊.
Paper accepted by AAAI'2026 🍎.
Paper accepted by TOIS 🍓.
Paper accepted by CIKM 🏂. Congratulations to Dejiang Zhang 🏆 .
ACM TheWebConf 2027 Conference Long Papers Reviewers.
AAAI 2027 Program Committee.
KDD 2027 AI4Sciences Track Cycle 1 Reviewers.
PC member of IEEE ICDH 2026.
KDD 2026 AI4Sciences Track February Reviewers.
PC member of WWW25 - Industry track.
Recommender Systems
(TOIS) Knowledge-Driven Reasoning for Compatible and Interpretable API Recommendation via Teacher LLM Distillation. Qi, Lianyong and Xie, Jianye and Hu, Chunhua and Xu, Xiaolong and Xiang, Haolong and Dai, Haipeng and Gu, Rong and Zhang, Xuyun and Dou, Wanchun. ACM Transactions on Information Systems (CCF-A). dl.acm.org/doi/10.1145/3771772.
(WWW) Joint Similar User Exploration and Informative Behavior Guidance for Multi-Modal New Item Recommendation. Jianye Xie, Lianyong Qi, Weiming Liu, Anqi Wang, Xiaolong Xu, Haolong Xiang, Xuyun Zhang, Wenwen Gong, Yang Zhang, Amin Beheshti, Wanchun Dou. Proceedings of the ACM Web Conference 2026 (CCF-A). dl.acm.org/doi/10.1145/3774904.3792302
NLP
(ACL) Event detection as graph parsing. Xie, Jianye and Sun, Haotong and Zhou, Junsheng and Qu, Weiguang and Dai, Xinyu. Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 (CCF-A). aclanthology.org/2021.findings-acl.142/
CV
(AAAI) Retrieval-driven Reasoning for Deliberative Visual Classification. Xie, Jianye and Qi, Lianyong and Wang, Fan and Wang, Anqi and Gong, Wenjuan and Wang, Danxin and Dou, Wanchun and Cao, Yang and Pei, Shichao and Zhou, Xiaokang. Proceedings of the AAAI Conference on Artificial Intelligence (CCF-A). ojs.aaai.org/index.php/AAAI/article/view/38084.
(WWW) PLIKD: Prompt Learning with Instance-aware Knowledge Distillation for Web-scale Semantic Image Classification. Jianye Xie, Chunhua Hu, Lianyong Qi, Fan Wang, Xiaolong Xu, Haolong Xiang, Xuyun Zhang, Shichao Pei, Amin Beheshti, Wanchun Dou, Xiaokang Zhou. Proceedings of the ACM Web Conference 2026 (CCF-A). dl.acm.org/doi/10.1145/3774904.3792293.