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Author

Silin Zhou

Observed name: Zhou, Silin
ORCID: 0009-0006-2889-8862
Observed ORCID: 0009-0006-2889-8862
OpenAlex ID: A5075420567
GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM
2023 · Silin Zhou, Jing Li, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 46
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Heterogeneous Region Embedding with Prompt Learning
2023 · Silin Zhou, Dan He, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 36
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Towards robust trajectory similarity computation: Representation-based spatio-temporal similarity quantification
2022 · Ziwen Chen, Ke Li, et al. · World Wide Web · 32
RED: Effective Trajectory Representation Learning with Comprehensive Information
2024 · Silin Zhou, Shuo Shang, et al. · Proceedings of the VLDB Endowment · 22
Cross-Task Multimodal Reinforcement for Long Tail Next POI Recommendation
2023 · Jiangfeng Du, Silin Zhou, et al. · IEEE Transactions on Multimedia · 19
Spatial-temporal fusion graph framework for trajectory similarity computation
2022 · Silin Zhou, Peng Han, et al. · World Wide Web · 14
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Personalized Re-ranking for Recommendation with Mask Pretraining
2023 · Peng Han, Silin Zhou, et al. · Data Science and Engineering · 13
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Grid and Road Expressions Are Complementary for Trajectory Representation Learning
2025 · Silin Zhou, Shuo Shang, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 12
Feature Enhanced Spatial–Temporal Trajectory Similarity Computation
2024 · Silin Zhou, Chengrui Huang, et al. · Data Science and Engineering · 6
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Multiple Behaviors Recommendation with Graph Learning
2022 · Silin Zhou, Junjie Zhang, et al. · IEEE International Workshop on Multimedia Signal Processing (MMSP) · 6
Blurred Encoding for Trajectory Representation Learning
2025 · Silin Zhou, Yao Chen, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 5
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Few-Shot Relation Extraction Towards Special Interests
2021 · Siqi Fan, Binbin Zhang, et al. · Big Data Research · 5
A sleep spindle detection algorithm based on SVM and WT
2017 · Silin Zhou, Xichun Zhang, et al. · Chinese Control and Decision Conference (CCDC) · 5
Building Efficient LLM Pipeline for Human Mobility Prediction
2025 · Chenhao Wang, Silin Zhou, et al. · ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL GIS) · 3
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Region-Point Joint Representation for Effective Trajectory Similarity Learning
2026 · Hao Long, Silin Zhou, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2
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From GPS Points to Travel Patterns: Flexible and Semantic Trajectory Generation with LLMs
2026 · Silin Zhou, Chenhao Wang, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 1
REGER: Modeling inter-item Relations with Semantic IDs for Generative Recommendation
2026 · Huang, Yuxi, Zhou, Silin, et al. · arXiv (Cornell University)
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Coarse-to-Fine Latent Guidance: A Multi-Scale Diffusion Transformer for Traffic Flow Forecasting
2026 · Zetao Li, Silin Zhou, et al. · International Joint Conference on Artificial Intelligence
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Mobility tokens with routine-aware learning for LLM-based human mobility prediction
2026 · Chenhao Wang, Qingsen Ge, et al. · GeoInformatica
From GPS Points to Travel Patterns: Flexible and Semantic Trajectory Generation with LLMs
2026 · Zhou, Silin, Wang, Chenhao, et al. · arXiv (Cornell University)
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PACE: Prefix-Protected and Difficulty-Aware Compression for Efficient Reasoning
2026 · Feng, Ruixiang, Wen, Yuntao, et al. · arXiv (Cornell University)
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Region-Point Joint Representation for Effective Trajectory Similarity Learning
2026 · Association for Artificial Intelligence 2026, Chen, Lisi, et al. · Underline Science Inc.
PACE: Prefix-Protected and Difficulty-Aware Compression for Efficient Reasoning
2026 · Ruixiang Feng, Yuntao Wen, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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JanusMM: A Benchmark for Self-Deprecation Understanding in Real-World Multimodal Conversations
2026 · Xinyi Xu, Bingguang Hao, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
Region-Point Joint Representation for Effective Trajectory Similarity Learning
2025 · Long, Hao, Zhou, Silin, et al. · arXiv (Cornell University)
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Works count: 29
Citation count: 227
H-index: 8
I10-index: 8
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