Yuanshao Zhu

City University of Hong Kong — Hong Kong

Engineering · Physical Sciences

12h-index450citations31works8.42yr avg
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Research Topics

Traffic Prediction and Management Techniques(13), Human Mobility and Location-Based Analysis(10), Data Management and Algorithms(7), Transportation Planning and Optimization(4), Autonomous Vehicle Technology and Safety(4)

Publications31 total

Select, then Balance: Exploring Exogenous Variable Modeling of Spatio-Temporal Forecasting
ArXiv.org·2025Open Access
Learning Generalized and Flexible Trajectory Models from Omni-Semantic Supervision
2025
LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 5 citedOpen Access
POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 7 citedOpen Access
GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 1 citedOpen Access
UniTR: A Unified Framework for Joint Representation Learning of Trajectories and Road Networks
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 1 citedOpen Access
POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning
arXiv (Cornell University)·2025Open Access
UniTraj: Learning a Universal Trajectory Foundation Model from Billion-Scale Worldwide Traces
arXiv (Cornell University)·2024· 2 citedOpen Access
LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation
arXiv (Cornell University)·2024· 1 citedOpen Access
ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model
2024· 31 cited
DPMamba: Distillation Prompt Mamba for Multimodal Remote Sensing Image Classification with Missing Modalities
2024· 6 citedOpen Access
When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications
2024· 65 cited
ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model
arXiv (Cornell University)·2024· 1 citedOpen Access
Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning
arXiv (Cornell University)·2024Open Access
Trajectory Data Management and Mining: A Survey from Deep Learning to the LLM Era
arXiv (Cornell University)·2024· 10 citedOpen Access
Large Language Model Distilling Medication Recommendation Model
arXiv (Cornell University)·2024· 5 citedOpen Access
Enhancing Traffic Prediction with Learnable Filter Module
arXiv (Cornell University)·2023Open Access
When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications
arXiv (Cornell University)·2023· 5 citedOpen Access
Data-Driven Methods for Travel Time Estimation: A Survey
2023· 6 cited
AutoDenoise: Automatic Data Instance Denoising for Recommendations
2023· 43 citedOpen Access
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Frequent Co-authors

James J. Q. Yu(17), Xiangyu Zhao(10), Yongchao Ye(7), Yefeng Zheng(6), Yuxuan Liang(6), Qidong Liu(5), Xian Wu(5), Feng Tian(4), Christos Markos(4), Xuetao Wei(4), Yi Liu(3), Yejing Wang(3), Wanyu Wang(3), Shiyao Zhang(3), Kang Luo(3), Wei Chen(3), Qidong Liu(3), Xiangyu Zhao(3), Xiaozhuang Song(2), Jiawei Cheng(2)