| 2026 | AAAI | Behavior Tokens Speak Louder: Disentangled Explainable Recommendation with Behavior Vocabulary. | Xinshun Feng, Mingzhe Liu, Yi Qiao, Tongyu Zhu, Leilei Sun, Shuai Wang |
| 2026 | ACL | The Sonar Moment: An Audio Geo-Localization Benchmark for Audio-Language Models. | Ruixing Zhang, Zihan Liu, Leilei Sun, Tongyu Zhu, Weifeng Lv |
| 2025 | CIKM | Urban In-context Learning: A New Paradigm for Urban Indicator Prediction. | Zerong Deng, Liangzhe Han, Tongyu Zhu, Ziqi Miao, Yi Xu, Leilei Sun |
| 2025 | ICONIP | Towards Urban Semantic Cognition: Investigating the Capability of LLMs in Understanding Urban Areas. | Mingzhe Liu, Zihang Xu, Kangting Xu, Tongyu Zhu, Leilei Sun |
| 2025 | KDD | Position-Aware Neighbor Aggregation for Dynamic Link Prediction. | Yumeng Zhou, Mingzhe Liu, Leilei Sun, Yifei Huang, Liangzhe Han, Chuanren Liu, Tongyu Zhu |
| 2025 | KSEM | Personalized Learning Resource Recommendation Framework Based on Knowledge Graph and Large Language Model. | Jianguo Chen, Tongyu Zhu |
| 2024 | KDD | MemMap: An Adaptive and Latent Memory Structure for Dynamic Graph Learning. | Shuo Ji, Mingzhe Liu, Leilei Sun, Chuanren Liu, Tongyu Zhu |
| 2024 | KSEM | Multi-mode Spatial-Temporal Data Modeling with Fully Connected Networks. | Zihang Liu, Le Yu, Weimiao Li, Tongyu Zhu, Leilei Sun |
| 2023 | AAAI | Predicting Temporal Sets with Simplified Fully Connected Networks. | Le Yu, Zihang Liu, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv |
| 2023 | AAAI | Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling. | Liangzhe Han, Ruixing Zhang, Leilei Sun, Bowen Du, Yanjie Fu, Tongyu Zhu |
| 2023 | FIE | Intelligent Tutoring for Large-Scale Personalized Programming Learning Based on Knowledge Graph. | Ying Li, JinCheng Qiu, Runze Yang, Tongyu Zhu, Hao Sheng, ShiJie Gui, Yu Liang |
| 2023 | ICONIP | PBTR: Pre-training and Bidirectional Semantic Enhanced Trajectory Recovery. | Qiming Zhang, Tianxi Liao, Tongyu Zhu, Leilei Sun, Weifeng Lv |
| 2023 | ICONIP | AttnOD: An Attention-Based OD Prediction Model with Adaptive Graph Convolution. | Wancong Zhang, Gang Wang, Xu Liu, Tongyu Zhu |
| 2023 | IJCAI | Continuous-Time Graph Learning for Cascade Popularity Prediction. | Xiaodong Lu, Shuo Ji, Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu |
| 2023 | KSEM | Multivariate Long-Term Traffic Forecasting with Graph Convolutional Network and Historical Attention Mechanism. | Zhaohuan Wang, Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun |
| 2022 | PRICAI | Zoom-Based AutoEncoder for Origin-Destination Demand Prediction. | Xiaojian Ma, Liangzhe Han, Gang Wang, Xu Liu, Tongyu Zhu |
| 2021 | KSEM | A Social Attribute Inferred Model Based on Spatio-Temporal Data. | Tongyu Zhu, Peng Ling, Zhiyuan Chen, Dongdong Wu, Ruyan Zhang |
| 2021 | KSEM | FOBA: Flight Operation Behavior Analysis Based on Hierarchical Encoding. | Tongyu Zhu, Zhiwei Tong |
| 2020 | SC | Lightning Talks of EduHPC 2020. | Joel C. Adams, Godmar Back, Piotr Bala, Michael K. Bane, Kirk W. Cameron, Henri Casanova, Margaret Ellis, Rafael Ferreira da Silva, Gautam Jethwani, William Koch, Tabitha Lee, Tongyu Zhu |
| 2019 | ICTAI | Pre-training of Autoregressive Model for Aircraft Hard Landing Prediction Based on QAR Data. | Yucheng Lu, Tongyu Zhu |
| 2018 | UIC | Highway Traffic Volume Prediction via Stacking KNN, SVR, MLP, RNN. | Zhilong Lu, Weifeng Lv, Zhipu Xie, Tongyu Zhu |
| 2014 | ICTAI | An Approach to Estimate Traffic Speed Based on Cellular Network Signaling Data on Highways. | Zhixin Song, Tongyu Zhu, Dongdong Wu, Suai Lius |
| 2014 | ICTAI | Identifying Significant Places Using Multi-day Call Detail Records. | Peiyu Yang, Tongyu Zhu, XueJin Wan, Xuejiao Wang |
| 2010 | ICAART | An Efficient Algorithm to Estimate Real-time Traffic Information based on Multiple Data Sources. | Bowen Du, Yun Liang, Dianfu Ma, Weifeng Lv, Tongyu Zhu |
| 2010 | ISDA | Continuous range monitoring of moving objects in road networks. | Tongyu Zhu, Chen Wang, Weifeng Lv, Jian Huang |
| 2009 | ISDA | An FCD Information Processing Model under Traffic Signal Control. | Weifeng Lv, Leishi Xu, Tongyu Zhu, Bowen Du, Dongdong Wu |