| 2026 | SIGIR | Time-Interval-Aware Disentangled Expert Modeling for Next-Basket Recommendation. | Zhiying Deng, Yuan Fu, Usman Farooq, Ziwei Tian, Wei Liu, Jianjun Li |
| 2026 | SIGIR | DCGL: Dual-Channel Graph Learning with Large Language Models for Knowledge-Aware Recommendation. | Xinchi Zou, Tongzhenzhi Su, Jianjun Li, Yuan Fu, Chang Liu, Zhiying Deng, Zhiwei Shen |
| 2025 | DASFAA | UGDA: A Unified Graph-Based Method with Domain-Specific Adaptation for Multi-Domain Recommendation. | Bin Ruan, Hao Liu, Yitian Tu, Zhiying Deng, Zhiqiang Guo, Jianjun Li |
| 2025 | ICLR | Breaking Free from MMI: A New Frontier in Rationalization by Probing Input Utilization. | Wei Liu, Zhiying Deng, Zhongyu Niu, Jun Wang, Haozhao Wang, Zhigang Zeng, Ruixuan Li |
| 2025 | ICML | Adversarial Cooperative Rationalization: The Risk of Spurious Correlations in Even Clean Datasets. | Wei Liu, Zhongyu Niu, Lang Gao, Zhiying Deng, Jun Wang, Haozhao Wang, Ruixuan Li |
| 2024 | DASFAA | Multi-scale Context-aware User Interest Learning for Behavior Pattern Modeling. | Zhiying Deng, Jianjun Li, Li Zou, Wei Liu, Si Shi, Qian Chen, Juan Zhao, Guohui Li |
| 2024 | HPCC | FedTA: Unsupervised Federated Prototype Learning with Temperature Adaptation. | Juan Zhao, Xiaoquan Yi, Ruixuan Li, Yuhua Li, Haozhao Wang, Yichen Li, Zhiying Deng, Zijun Xu |
| 2024 | ICASSP | Neighborhood-Enhanced Multimodal Collaborative Filtering for Item Cold Start Recommendation. | Guohui Li, Li Zou, Zhiying Deng, Qi Chen |
| 2024 | ICDE | Enhancing the Rationale-Input Alignment for Self-explaining Rationalization. | Wei Liu, Haozhao Wang, Jun Wang, Zhiying Deng, Yuankai Zhang, Cheng Wang, Ruixuan Li |
| 2023 | CIKM | Attribute-enhanced Dual Channel Representation Learning for Session-based Recommendation. | Qian Chen, Jianjun Li, Zhiqiang Guo, Guohui Li, Zhiying Deng |
| 2023 | ECAI | XFed: Improving Explainability in Federated Learning by Intersection Over Union Ratio Extended Client Selection. | Juan Zhao, Yuankai Zhang, Ruixuan Li, Yuhua Li, Haozhao Wang, Xiaoquan Yi, Zhiying Deng |
| 2023 | ICASSP | Multi-Aspect Interest Neighbor-Augmented Network for Next-Basket Recommendation. | Zhiying Deng, Jianjun Li, Zhiqiang Guo, Guohui Li |
| 2023 | SIGIR | Multi-view Multi-aspect Neural Networks for Next-basket Recommendation. | Zhiying Deng, Jianjun Li, Zhiqiang Guo, Wei Liu, Li Zou, Guohui Li |