Jianmin Liu

Jianmin Liu is currently a Ph.D. student at Xi’an Jiaotong University specializing in Federated Learning and Large Language Models, under the supervision of Associate Prof. Li Yan. Currently, his research is expecting to promote large language models to a more secure, low-cost and privacy-protected new stage. He possesses a strong sense of initiative and hope to have the opportunity to explore interesting and meaningful things with you.

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Publications

Reliable trajectory prediction in scene fusion based on spatio-temporal Structure Causal Model

Reliable trajectory prediction in scene fusion based on spatio-temporal Structure Causal Model

Jianmin Liu; Hui Lin*; Xiaoding Wang; Sahil Garg*; Mohammad Mehedi Hassan

Information Fusion (INFFUS), 2024.

A Multi-Modal Spatial-Temporal Model for Accurate Motion Forecasting with Visual Fusion

A Multi-Modal Spatial-Temporal Model for Accurate Motion Forecasting with Visual Fusion

Xiaoding Wang; Jianmin Liu; Hui Lin*; Sahil Garg*; Mubarak Alrashoud

Information Fusion (INFFUS), 2024.

GSAA: A Novel Graph Spatiotemporal Attention Algorithm for Smart City Traffic Prediction

GSAA: A Novel Graph Spatiotemporal Attention Algorithm for Smart City Traffic Prediction

Jianmin Liu; Xiaoding Wang; Hui Lin*; Feng Yu

ACM Transactions on Sensor Networks (TOSN), 2023.