TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders. - Mingyue Cheng; Qi Liu 003; Zhiding Liu; Hao Zhang 088; Rujiao Zhang; Enhong Chen (CoRR, 2023)

Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems. - Hao Zhang 088; Mingyue Cheng; Qi Liu 003; Zhiding Liu; Enhong Chen (CoRR, 2023)

Unlocking the Potential of Large Language Models for Explainable Recommendations. - Yucong Luo; Mingyue Cheng; Hao Zhang 088; Junyu Lu; Qi Liu 003; Enhong Chen (CoRR, 2023)

Learning the Dynamics in Sequential Recommendation by Exploiting Real-time Information. - Rujiao Zhang; Hao Zhang 088; Yucong Luo; Zhiding Liu; Mingyue Cheng; Qi Liu 003; Enhong Chen (CIKM, 2024)

Empowering Sequential Recommendation from Collaborative Signals and Semantic Relatedness. - Mingyue Cheng; Hao Zhang 088; Qi Liu 003; Fajie Yuan; Zhi Li 057; Zhenya Huang; Enhong Chen; Jun Zhou 011; Longfei Li (DASFAA (3), 2024)

Reformulating Sequential Recommendation: Learning Dynamic User Interest with Content-enriched Language Modeling. - Junzhe Jiang 001; Shang Qu; Mingyue Cheng; Qi Liu 003; Zhiding Liu; Hao Zhang 088; Rujiao Zhang; Kai Zhang 038; Rui Li 093; Jiatong Li 002; Min Gao (DASFAA (3), 2024)

Unlocking the Potential of Large Language Models for Explainable Recommendations. - Yucong Luo; Mingyue Cheng; Hao Zhang 088; Junyu Lu; Enhong Chen (DASFAA (5), 2024)

Learning Recommender Systems with Soft Target: A Decoupled Perspective. - Hao Zhang 088; Mingyue Cheng; Qi Liu 003; Yucong Luo; Rui Li 093; Enhong Chen (DASFAA (3), 2024)

Optimizing Code Retrieval: High-Quality and Scalable Dataset Annotation through Large Language Models. - Rui Li 093; Qi Liu 003; Liyang He; Zheng Zhang 048; Hao Zhang 088; Shengyu Ye; Junyu Lu; Zhenya Huang (EMNLP, 2024)

Towards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing Platform. - Mingyue Cheng; Hao Zhang 088; Jiqian Yang; Qi Liu 003; Li Li; Xin Huang; Liwei Song; Zhi Li 057; Zhenya Huang; Enhong Chen (WWW (Companion Volume), 2024)

Learning Transferable Time Series Classifier with Cross-Domain Pre-training from Language Model. - Mingyue Cheng; Xiaoyu Tao 001; Qi Liu 003; Hao Zhang 088; Yiheng Chen; Chenyi Lei (CoRR, 2024)

Pre-trained Language Model and Knowledge Distillation for Lightweight Sequential Recommendation. - Li Li; Mingyue Cheng; Zhiding Liu; Hao Zhang 088; Qi Liu 003; Enhong Chen (CoRR, 2024)

Molar: Multimodal LLMs with Collaborative Filtering Alignment for Enhanced Sequential Recommendation. - Yucong Luo; Qitao Qin; Hao Zhang 088; Mingyue Cheng; Ruiran Yan; Kefan Wang; Jie Ouyang (CoRR, 2024)

RAPID: Efficient Retrieval-Augmented Long Text Generation with Writing Planning and Information Discovery. - Hongchao Gu; Dexun Li; Kuicai Dong; Hao Zhang 088; Hang Lv 012; Hao Wang 076; Defu Lian; Yong Liu 020; Enhong Chen (ACL (Findings), 2025)

Cross-Domain Pre-training with Language Models for Transferable Time Series Representations. - Mingyue Cheng; Xiaoyu Tao 001; Qi Liu 003; Hao Zhang 088; Yiheng Chen; Defu Lian (WSDM, 2025)

A Comprehensive Survey on Cross-Domain Recommendation: Taxonomy, Progress, and Prospects. - Hao Zhang 088; Mingyue Cheng; Qi Liu 003; Junzhe Jiang 001; Xianquan Wang; Rujiao Zhang; Chenyi Lei; Enhong Chen (CoRR, 2025)