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ORCIDMingzhe Liu 0002
Person information
- unicode name: 刘铭喆
- affiliation: Beihang University, State Key Laboratory of Software Development Environment (SKLSDE), Beijing, China
Other persons with the same name
- Mingzhe Liu (aka: Ming-Zhe Liu) — disambiguation page
- Mingzhe Liu 0001 — Chengdu University of Technology, Chengdu, China (and 1 more)
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Journal Articles
- 2026
[j5]Mingzhe Liu
, Haiyang Jiang, Tongyu Zhu, Leilei Sun, Jibin Wang, Hao Sheng:
SigFormer: A Transformer for Signaling Data Augmentation via Location Reconstruction. IEEE Trans. Mob. Comput. 25(1): 1027-1041 (2026)- 2025
- [j4]Xiaodong Lu, Mingzhe Liu, Tongyu Zhu, Leilei Sun, Jibin Wang, Weifeng Lv, Yikun Ban, Deqing Wang:
Adaptive Sampling-based Dynamic Graph Learning for Information Diffusion Prediction. ACM Trans. Inf. Syst. 43(5): 139:1-139:25 (2025) - 2023
- [j3]Mingzhe Liu, Tongyu Zhu, Junchen Ye, Qingxin Meng, Leilei Sun, Bowen Du:
Spatio-Temporal AutoEncoder for Traffic Flow Prediction. IEEE Trans. Intell. Transp. Syst. 24(5): 5516-5526 (2023) - 2022
- [j2]Haihui Xu, Tao Zou, Mingzhe Liu, Yanan Qiao, Jingjing Wang, Xucheng Li:
Adaptive Spatiotemporal Dependence Learning for Multi-Mode Transportation Demand Prediction. IEEE Trans. Intell. Transp. Syst. 23(10): 18632-18642 (2022) - 2021
- [j1]Hao Peng, Bowen Du, Mingsheng Liu, Mingzhe Liu, Shumei Ji, Senzhang Wang, Xu Zhang, Lifang He:
Dynamic graph convolutional network for long-term traffic flow prediction with reinforcement learning. Inf. Sci. 578: 401-416 (2021)
Conference and Workshop Papers
- 2026
- [c7]Xinshun Feng, Mingzhe Liu, Yi Qiao, Tongyu Zhu, Leilei Sun, Shuai Wang:
Behavior Tokens Speak Louder: Disentangled Explainable Recommendation with Behavior Vocabulary. AAAI 2026: 21092-21100 - 2025
- [c6]Mingzhe Liu, Zihang Xu, Kangting Xu, Tongyu Zhu, Leilei Sun:
Towards Urban Semantic Cognition: Investigating the Capability of LLMs in Understanding Urban Areas. ICONIP (1) 2025: 32-47 - [c5]Yumeng Zhou, Mingzhe Liu, Leilei Sun, Yifei Huang, Liangzhe Han, Chuanren Liu, Tongyu Zhu:
Position-Aware Neighbor Aggregation for Dynamic Link Prediction. KDD (2) 2025: 4156-4167 - 2024
- [c4]Shuo Ji, Mingzhe Liu, Leilei Sun, Chuanren Liu, Tongyu Zhu:
MemMap: An Adaptive and Latent Memory Structure for Dynamic Graph Learning. KDD 2024: 1257-1268 - 2023
- [c3]Mingzhe Liu, Han Huang, Hao Feng, Leilei Sun, Bowen Du, Yanjie Fu:
PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation. ICDE 2023: 1927-1939 - [c2]Shuo Ji, Xiaodong Lu, Mingzhe Liu, Leilei Sun, Chuanren Liu, Bowen Du, Hui Xiong:
Community-based Dynamic Graph Learning for Popularity Prediction. KDD 2023: 930-940 - 2021
- [c1]Mingzhe Liu, Bowen Du, Leilei Sun:
Co-Prediction of Multimodal Transportation Demands With Self-learned Spatial Dependence. IEEE BigData 2021: 824-833
Informal and Other Publications
- 2025
- [i3]Xinshun Feng, Mingzhe Liu, Yi Qiao, Tongyu Zhu, Leilei Sun, Shuai Wang:
Behavior Tokens Speak Louder: Disentangled Explainable Recommendation with Behavior Vocabulary. CoRR abs/2512.15614 (2025) - 2023
- [i2]Mingzhe Liu, Han Huang, Hao Feng, Leilei Sun, Bowen Du, Yanjie Fu:
PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation. CoRR abs/2302.09746 (2023) - 2020
- [i1]Hao Peng, Jianxin Li, Zheng Wang, Renyu Yang, Mingzhe Liu, Mingming Zhang, Philip S. Yu, Lifang He:
Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market. CoRR abs/2008.05880 (2020)
Coauthor Index
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