(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. 

(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 

(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.

(CIKM) HRCformer: Hierarchical Recursive Convolution-Transformer with Multi-Scale Adaptive Recalibration for Time Series Forecasting. Dejiang Zhang; Lianyong Qi; Yuwen Liu; Xucheng Zhou; Jianye Xie; Haolong Xiang; Xiaolong Xu; Xuyun Zhang; Yang Cao; Yang Zhang. Proceedings of the 34th ACM International Conference on Information and Knowledge Management (CCF-B). dl.acm.org/doi/10.1145/3746252.3761308 .