| 2026 | AAAI | ShoppingBench: A Real-World Intent-Grounded Shopping Benchmark for LLM-based Agents. | Jiangyuan Wang, Kejun Xiao, Qi Sun, Huaipeng Zhao, Tao Luo, Jiandong Zhang, Xiaoyi Zeng |
| 2026 | ICDE | Decoupled Multimodal Fusion for User Interest Modeling in Click-Through Rate Prediction. | Alin Fan, Hanqing Li, Sihan Lu, Jingsong Yuan, Jiandong Zhang |
| 2025 | KDD | Improved Accuracy, Declining Orders: Uncovering the Vicious Competition Trap in Multi-Domain Recommendation. | Dan Wang, Zijian Song, Lifang Deng, Yihuan Wu, Jin Niu, Jiandong Zhang, Kaigui Bian, Bin Cui |
| 2025 | SDM | StarRec: A Hypergraph-based Framework with Star-Expansion for Multi-Behavior Recommendation. | Wenhan Zhang, Zijian Song, Yihuan Wu, Lifang Deng, Jiandong Zhang, Kaigui Bian, Bin Cui |
| 2024 | CIKM | MultiLoRA: Multi-Directional Low Rank Adaptation for Multi-Domain Recommendation. | Zijian Song, Wenhan Zhang, Lifang Deng, Jiandong Zhang, Kaigui Bian, Bin Cui |
| 2024 | KDD | Mitigating Negative Transfer in Cross-Domain Recommendation via Knowledge Transferability Enhancement. | Zijian Song, Wenhan Zhang, Lifang Deng, Jiandong Zhang, Zhihua Wu, Kaigui Bian, Bin Cui |
| 2024 | WWW | Finding What Users Look for by Attribute-Aware Personalized Item Comparison in Relevant Recommendation. | Rui Ma, Dike Sun, Jincheng Xu, Jingsong Yuan, Jiandong Zhang |
| 2023 | AAAI | TransVCL: Attention-Enhanced Video Copy Localization Network with Flexible Supervision. | Sifeng He, Yue He, Minlong Lu, Chen Jiang, Xudong Yang, Feng Qian, Xiaobo Zhang, Lei Yang, Jiandong Zhang |
| 2023 | ICDE | Hierarchical Interest Modeling of Long-tailed Users for Click-Through Rate Prediction. | Xu Xie, Jin Niu, Lifang Deng, Dan Wang, Jiandong Zhang, Zhihua Wu, Kaigui Bian, Gang Cao, Bin Cui |
| 2022 | ICDE | Contrastive Learning for Sequential Recommendation. | Xu Xie, Fei Sun, Zhaoyang Liu, Shiwen Wu, Jinyang Gao, Jiandong Zhang, Bolin Ding, Bin Cui |
| 2022 | RecSys | CAEN: A Hierarchically Attentive Evolution Network for Item-Attribute-Change-Aware Recommendation in the Growing E-commerce Environment. | Rui Ma, Ning Liu, Jingsong Yuan, Huafeng Yang, Jiandong Zhang |
| 2020 | ICARCV | Design and Verification of UAV Maneuver Decision Simulation System Based on Deep Q-learning Network. | Yuyang Chen, Jiandong Zhang, Qiming Yang, Yu Zhou, Guoqing Shi, Yong Wu |
| 2018 | ICARCV | Research on Robustness of Manned/Unmanned Aerial Vehicle Collaborative Combat Network. | Guoqing Shi, Lin Zhang, Jiandong Zhang, Shuyang Zhang, Qiang Chen |
| 2018 | ICARCV | A New Congestion Analysis and Dynamics Development on Integrated Avionics Network. | Jiandong Zhang, Qiming Yang, Xiao Yu, Dan Li, Guoqing Shi |
| 2016 | TrustCom | Big Data Analysis on the Relationship between the Organizational Career Management and Knowledge Workers' Work Involved - Take the High-Tech Enterprise as an Example. | Xingyuan Huang, Jiandong Zhang, Kun Qian |
| 2015 | CIS | Dynamic Defense Architecture for the Security of the Internet of Things. | Caiming Liu, Yan Zhang, Zhonghua Li, Jiandong Zhang, Hongying Qin, Jinquan Zeng |