Shang, Shuo

26 publications

IJCAI 2025 App2Exa: Accelerating Exact kNN Search via Dynamic Cache-Guided Approximation Ke Li, Leong Hou U, Shuo Shang

IJCAI 2025 Disentangled and Personalized Representation Learning for Next Point-of-Interest Recommendation Xuan Rao, Shuo Shang, Lisi Chen, Renhe Jiang, Peng Han

IJCAI 2025 Not All Layers of LLMs Are Necessary During Inference Siqi Fan, Xin Jiang, Xiang Li, Xuying Meng, Peng Han, Shuo Shang, Aixin Sun, Yequan Wang

IJCAI 2025 ST-TAR: An Efficient Spatio-Temporal Learning Framework for Traffic Accident Risk Forecasting Hongyu Wang, Lisi Chen, Shuo Shang, Peng Han, Christian S. Jensen

IJCAI 2025 TESTN: A Triad-Enhanced Spatio-Temporal Network for Multi-Temporal POI Relationship Inference Hongyu Wang, Lisi Chen, Shuo Shang

NeurIPS 2024 CausalStock: Deep End-to-End Causal Discovery for News-Driven Multi-Stock Movement Prediction Shuqi Li, Yuebo Sun, Yuxin Lin, Xin Gao, Shuo Shang, Rui Yan

AAAI 2024 KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding Zhen Chen, Dalin Zhang, Shanshan Feng, Kaixuan Chen, Lisi Chen, Peng Han, Shuo Shang

AAAI 2023 GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM Silin Zhou, Jing Li, Hao Wang, Shuo Shang, Peng Han

AAAI 2023 Heterogeneous Region Embedding with Prompt Learning Silin Zhou, Dan He, Lisi Chen, Shuo Shang, Peng Han

AAAI 2023 Next POI Recommendation with Dynamic Graph and Explicit Dependency Feiyu Yin, Yong Liu, Zhiqi Shen, Lisi Chen, Shuo Shang, Peng Han

IJCAI 2022 FOGS: First-Order Gradient Supervision with Learning-Based Graph for Traffic Flow Forecasting Xuan Rao, Hao Wang, Liang Zhang, Jing Li, Shuo Shang, Peng Han

AAAI 2022 GNN-Retro: Retrosynthetic Planning with Graph Neural Networks Peng Han, Peilin Zhao, Chan Lu, Junzhou Huang, Jiaxiang Wu, Shuo Shang, Bin Yao, Xiangliang Zhang

IJCAI 2022 Interactive Information Extraction by Semantic Information Graph Siqi Fan, Yequan Wang, Jing Li, Zheng Zhang, Shuo Shang, Peng Han

IJCAI 2022 Towards Controlling the Transmission of Diseases: Continuous Exposure Discovery over Massive-Scale Moving Objects Ke Li, Lisi Chen, Shuo Shang, Haiyan Wang, Yang Liu, Panos Kalnis, Bin Yao

IJCAI 2021 Parallel Subtrajectory Alignment over Massive-Scale Trajectory Data Lisi Chen, Shuo Shang, Shanshan Feng, Panos Kalnis

AAAI 2021 Towards Efficient Selection of Activity Trajectories Based on Diversity and Coverage Chengcheng Yang, Lisi Chen, Hao Wang, Shuo Shang

IJCAI 2021 Traffic Congestion Alleviation over Dynamic Road Networks: Continuous Optimal Route Combination for Trip Query Streams Ke Li, Lisi Chen, Shuo Shang, Panos Kalnis, Bin Yao

IJCAI 2020 Contextualized Point-of-Interest Recommendation Peng Han, Zhongxiao Li, Yong Liu, Peilin Zhao, Jing Li, Hao Wang, Shuo Shang

AAAI 2020 Pay Your Trip for Traffic Congestion: Dynamic Pricing in Traffic-Aware Road Networks Lisi Chen, Shuo Shang, Bin Yao, Jing Li

AAAI 2020 Real-Time Route Search by Locations Lisi Chen, Shuo Shang, Tao Guo

IJCAI 2020 Towards Alleviating Traffic Congestion: Optimal Route Planning for Massive-Scale Trips Ke Li, Lisi Chen, Shuo Shang

IJCAI 2019 Adversarial Transfer for Named Entity Boundary Detection with Pointer Networks Jing Li, Deheng Ye, Shuo Shang

AAAI 2019 Preference-Aware Task Assignment in Spatial Crowdsourcing Yan Zhao, Jinfu Xia, Guanfeng Liu, Han Su, Defu Lian, Shuo Shang, Kai Zheng

AAAI 2019 Region-Based Message Exploration over Spatio-Temporal Data Streams Lisi Chen, Shuo Shang

AAAI 2019 Submodular Optimization over Streams with Inhomogeneous Decays Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang

IJCAI 2019 Toward Efficient Navigation of Massive-Scale Geo-Textual Streams Chengcheng Yang, Lisi Chen, Shuo Shang, Fan Zhu, Li Liu, Ling Shao