YZ
Yuanshao Zhu
cs.AIcs.LGcs.IRcs.CLcs.CVcs.CRcs.CYcs.DBcs.ETcs.NI
On Valency
published · living versionsW_sqqdph78·v1 · currentpublished
Category-Anchored Large Language Models for Next POI Recommendation
with Lexi Bai, Xiaopeng Zeng, Xun Zhou, James Jianqiao Yu
1 version
Preprints & journals
20 papers in the corpus · 2021–2026MobiWave: Dispatch-Oriented Graph Wavelets and Drift-Guided Selective Optimization for Autonomous Fleet Rebalancing2607.24365v1 · Xiao Han, Pinbo Wang, Yuanshao Zhu et al.2026 · 0 citationsarXiv
InsTraj: Instructing Diffusion Models with Travel Intentions to Generate Real-world Trajectories2604.04106v2 · Yuanshao Zhu, Yuxuan Liang, Xiangyu Zhao et al.2026 · 0 citationsarXiv
GeoRouter: Dynamic Paradigm Routing for Worldwide Image Geolocalization2603.24376v1 · Pengyue Jia, Derong Xu, Yingyi Zhang et al.2026 · 0 citationsarXiv
Boosting Fine-Grained Urban Flow Inference via Lightweight Architecture and Focalized Optimization2511.07098v1 · Yuanshao Zhu, Xiangyu Zhao, Zijian Zhang et al.2025 · 0 citationsarXiv
TimeEmb: A Lightweight Static-Dynamic Disentanglement Framework for Time Series Forecasting2510.00461v2 · Mingyuan Xia, Chunxu Zhang, Zijian Zhang et al.2025 · 2 citationsarXiv
Select, then Balance: Exploring Exogenous Variable Modeling of Spatio-Temporal Forecasting2509.05779v3 · Wei Chen, Yuqian Wu, Yuanshao Zhu et al.2025 · 0 citationsarXiv
Learning Generalized and Flexible Trajectory Models from Omni-Semantic Supervision2505.17437v1 · Yuanshao Zhu, James Jianqiao Yu, Xiangyu Zhao et al.2025 · 0 citationsarXiv
POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning2502.10038v2 · Jiawei Cheng, Jingyuan Wang, Yichuan Zhang et al.2025 · 23 citationsarXiv
UniTraj: Learning a Universal Trajectory Foundation Model from Billion-Scale Worldwide Traces2411.03859v3 · Yuanshao Zhu, James Jianqiao Yu, Xiangyu Zhao et al.2024 · 4 citationsarXiv
LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation2409.19925v2 · Qidong Liu, Xian Wu, Wanyu Wang et al.2024 · 35 citationsarXiv
GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching2408.10286v3 · Xiao Han, Zijian Zhang, Xiangyu Zhao et al.2024 · 3 citationsarXiv
ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model2404.15380v1 · Yuanshao Zhu, James Jianqiao Yu, Xiangyu Zhao et al.2024 · 53 citationsarXiv
Trajectory Data Management and Mining: A Survey from Deep Learning to the LLM Era2403.14151v2 · Wei Chen, Yuanshao Zhu, Yanchuan Chang et al.2024 · 9 citationsarXiv
Large Language Model Distilling Medication Recommendation Model2402.02803v2 · Qidong Liu, Xian Wu, Xiangyu Zhao et al.2024 · 7 citationsarXiv
Enhancing Traffic Prediction with Learnable Filter Module2310.16063v1 · Yuanshao Zhu, Yongchao Ye, Xiangyu Zhao et al.2023 · 0 citationsarXiv
When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications2310.18339v2 · Qidong Liu, Xian Wu, Xiangyu Zhao et al.2023 · 99 citationsarXiv
DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model2304.11582v2 · Yuanshao Zhu, Yongchao Ye, Shiyao Zhang et al.2023 · 52 citationsarXiv
Traffic Prediction with Transfer Learning: A Mutual Information-based Approach2303.07184v1 · Yunjie Huang, Xiaozhuang Song, Yuanshao Zhu et al.2023 · 37 citationsarXiv
AutoDenoise: Automatic Data Instance Denoising for Recommendations2303.06611v1 · Weilin Lin, Xiangyu Zhao, Yejing Wang et al.2023 · 50 citationsarXiv
Resource-constrained Federated Edge Learning with Heterogeneous Data: Formulation and Analysis2110.07567v1 · Yi Liu, Yuanshao Zhu, James J.Q. Yu2021 · 32 citationsarXiv
Career total: 33 works. 20 are in this corpus.
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