Silin Zhou

According to our database, Silin Zhou authored at least 16 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

From GPS Points to Travel Patterns: Flexible and Semantic Trajectory Generation with LLMs.

Silin Zhou, Chenhao Wang, Yuntao Wen, Shuo Shang, Lisi Chen, Panos Kalnis

CoRR, May, 2026

PACE: Prefix-Protected and Difficulty-Aware Compression for Efficient Reasoning.

Ruixiang Feng, Yuntao Wen, Silin Zhou, Ke Shi, Yifan Wang, Ran Le, Zhenwei An, Zongchao Chen, Chen Yang, Guangyue Peng, Yiming Jia, Dongsheng Wang, Tao Zhang, Lisi Chen, Yang Song, Shen Gao, Shuo Shang

CoRR, February, 2026

Region-Point Joint Representation for Effective Trajectory Similarity Learning.

Hao Long, Silin Zhou, Lisi Chen, Shuo Shang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Feature Enhanced Spatial-Temporal Trajectory Similarity Computation.

Silin Zhou, Chengrui Huang, Yuntao Wen, Lisi Chen

Data Sci. Eng., March, 2025

Grid and Road Expressions Are Complementary for Trajectory Representation Learning.

Silin Zhou, Shuo Shang, Lisi Chen, Peng Han, Christian S. Jensen

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

Blurred Encoding for Trajectory Representation Learning.

Silin Zhou, Yao Chen, Shuo Shang, Lisi Chen, Bingsheng He, Ryosuke Shibasaki

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Building Efficient LLM Pipeline for Human Mobility Prediction.

Chenhao Wang, Silin Zhou, Lisi Chen, Shuo Shang

Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 2025

2024

RED: Effective Trajectory Representation Learning with Comprehensive Information.

Silin Zhou, Shuo Shang, Lisi Chen, Christian S. Jensen, Panos Kalnis

Proc. VLDB Endow., October, 2024

Cross-Task Multimodal Reinforcement for Long Tail Next POI Recommendation.

Jiangfeng Du, Silin Zhou, Jie Yu, Peng Han, Shuo Shang

IEEE Trans. Multim., 2024

2023

Personalized Re-ranking for Recommendation with Mask Pretraining.

Peng Han, Silin Zhou, Jie Yu, Zichen Xu, Lisi Chen, Shuo Shang

Data Sci. Eng., December, 2023

Spatial-temporal fusion graph framework for trajectory similarity computation.

Silin Zhou, Peng Han, Di Yao, Lisi Chen, Xiangliang Zhang

World Wide Web (WWW), July, 2023

Towards robust trajectory similarity computation: Representation-based spatio-temporal similarity quantification.

Ziwen Chen, Ke Li, Silin Zhou, Lisi Chen, Shuo Shang

World Wide Web (WWW), July, 2023

Heterogeneous Region Embedding with Prompt Learning.

Silin Zhou, Dan He, Lisi Chen, Shuo Shang, Peng Han

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM.

Silin Zhou, Jing Li, Hao Wang, Shuo Shang, Peng Han

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Multiple Behaviors Recommendation with Graph Learning.

Silin Zhou, Junjie Zhang, Lisi Chen, Shuo Shang

Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

2021

Few-Shot Relation Extraction Towards Special Interests.

Siqi Fan, Binbin Zhang, Silin Zhou, Menghan Wang, Ke Li

Big Data Res., 2021