| 2026 | KDD | Awaken the Giant: Activating LLMs via Deep Model Guidance for Boundary-aware Medication Recommendation. | Hang Lv, Zixuan Guo, Yanchao Tan, Wanzi Shao, Hengyu Zhang, Carl Yang |
| 2026 | KDD | EviCare: Enhancing Diagnosis Prediction with Deep Model-Guided Evidence for In-Context Reasoning. | Hengyu Zhang, Xuyun Zhang, Pengxiang Zhan, Linhao Luo, Hang Lv, Yanchao Tan, Shirui Pan, Carl Yang |
| 2025 | CIKM | Higher-order Structure and Semantics-enhanced User Profiling for Recommendation. | Yanchao Tan, Xinyi Huang, Zhijun Chen, Hang Lv, Hengyu Zhang, Wei Huang, Guofang Ma |
| 2025 | GLOBECOM | Beamforming-Codebook-Aware Channel Knowledge Map Construction for Multi-Antenna Systems. | Haohan Wang, Xu Shi, Hengyu Zhang, Yashuai Cao, Jintao Wang |
| 2025 | GLOBECOM | RSMA-Assited and Transceiver-Coordinated ICI Management for MIMO-OFDM System. | Hengyu Zhang, Xuehan Wang, Xu Shi, Jintao Wang, Zhaohui Yang |
| 2025 | RecSys | Hierarchical Graph Information Bottleneck for Multi-Behavior Recommendation. | Hengyu Zhang, Chunxu Shen, Xiangguo Sun, Jie Tan, Yanchao Tan, Yu Rong, Hong Cheng, Lingling Yi |
| 2025 | SIGIR | Adaptive Graph Integration for Cross-Domain Recommendation via Heterogeneous Graph Coordinators. | Hengyu Zhang, Chunxu Shen, Xiangguo Sun, Jie Tan, Yu Rong, Chengzhi Piao, Hong Cheng, Lingling Yi |
| 2025 | TrustCom | MalShield: Enhancing Android Malware Detection with Stateful Defense against Query Attacks. | Hengyu Zhang, Guang Cheng, Yuyang Zhou, Zongyao Chen |
| 2024 | IJCAI | Enhancing Dual-Target Cross-Domain Recommendation with Federated Privacy-Preserving Learning. | Zhenghong Lin, Wei Huang, Hengyu Zhang, Jiayu Xu, Weiming Liu, Xinting Liao, Fan Wang, Shiping Wang, Yanchao Tan |
| 2024 | WWW | Enhancing Progressive Diagnosis Prediction in Healthcare with Continuous Normalizing Flows. | Yanchao Tan, Hengyu Zhang, Zihao Zhou, Guofang Ma, Fan Wang, Weiming Liu, Xinting Liao, Vicki Stover Hertzberg, Carl Yang |
| 2024 | SIGIR | Deep Pattern Network for Click-Through Rate Prediction. | Hengyu Zhang, Junwei Pan, Dapeng Liu, Jie Jiang, Xiu Li |
| 2024 | SIGIR | Modeling Domains as Distributions with Uncertainty for Cross-Domain Recommendation. | Xianghui Zhu, Mengqun Jin, Hengyu Zhang, Chang Meng, Daoxin Zhang, Xiu Li |
| 2023 | CIKM | Parallel Knowledge Enhancement based Framework for Multi-behavior Recommendation. | Chang Meng, Chenhao Zhai, Yu Yang, Hengyu Zhang, Xiu Li |
| 2023 | ICONIP | Unsupervised Fabric Defect Detection Framework Based on Knowledge Distillation. | Haotian Liu, Siqi Wang, Chang Meng, Hengyu Zhang, Xianjing Xiao, Xiu Li |
| 2023 | KDD | Hierarchical Projection Enhanced Multi-behavior Recommendation. | Chang Meng, Hengyu Zhang, Wei Guo, Huifeng Guo, Haotian Liu, Yingxue Zhang, Hongkun Zheng, Ruiming Tang, Xiu Li, Rui Zhang |
| 2023 | MICCAI | Progressively Coupling Network for Brain MRI Registration in Few-Shot Situation. | Zuopeng Tan, Hengyu Zhang, Feng Tian, Lihe Zhang, Weibing Sun, Huchuan Lu |
| 2022 | CIKM | Disentangling Past-Future Modeling in Sequential Recommendation via Dual Networks. | Hengyu Zhang, Enming Yuan, Wei Guo, Zhicheng He, Jiarui Qin, Huifeng Guo, Bo Chen, Xiu Li, Ruiming Tang |