Shuo Shang

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 122

Top Venues

CoRR

ICDE

IEEE Trans. Knowl. Data Eng.

AAAI

Publications

Hongda Sun, Weikai Xu, Wei Liu, Jian Luan, Bin Wang, Shuo Shang, Ji-Rong Wen, Rui Yan
DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy. ACL (1) (2024)
Shihan Deng, Weikai Xu, Hongda Sun, Wei Liu, Tao Tan, Jianfeng Liu, Ang Li, Jian Luan, Bin Wang, Rui Yan, Shuo Shang
Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents. ACL (1) (2024)
Quan Tu, Shilong Fan, Zihang Tian, Tianhao Shen, Shuo Shang, Xin Gao, Rui Yan
CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation. ACL (1) (2024)
Hongda Sun, Yuxuan Liu, Chengwei Wu, Haiyu Yan, Cheng Tai, Xin Gao, Shuo Shang, Rui Yan
Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering. CoRR (2024)
Shen Gao, Hao Li, Zhengliang Shi, Chengrui Huang, Quan Tu, Shuo Shang, Zhiliang Tian, Minlie Huang
360°REA: Towards A Reusable Experience Accumulation with 360° Assessment for Multi-Agent System. ACL (Findings) (2024)
Chenhao Wang, Lisi Chen, Shuo Shang, Christian S. Jensen, Panos Kalnis
Multi-Scale Detection of Anomalous Spatio-Temporal Trajectories in Evolving Trajectory Datasets. KDD (2024)
Junjie Zhang, Jie Yu, Shuo Shang, Lisi Chen, Shanshan Feng
Continuous frequent contact detection over moving objects. GeoInformatica 28 (2) (2024)
Siqi Fan, Xin Jiang, Xiang Li, Xuying Meng, Peng Han, Shuo Shang, Aixin Sun, Yequan Wang, Zhongyuan Wang
Not all Layers of LLMs are Necessary during Inference. CoRR (2024)
Shuo Shang, Bingsheng He, Lizhe Wang
Introduction to distributed and parallel processing of big spatiotemporal data. Future Gener. Comput. Syst. 151 (2024)
Shen Gao, Yuntao Wen, Minghang Zhu, Jianing Wei, Yuhan Cheng, Qunzi Zhang, Shuo Shang
Simulating Financial Market via Large Language Model based Agents. CoRR (2024)
Hongda Sun, Yuxuan Liu, Chengwei Wu, Haiyu Yan, Cheng Tai, Xin Gao, Shuo Shang, Rui Yan
Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering. WWW (2024)
Hongda Sun, Hongzhan Lin, Haiyu Yan, Chen Zhu, Yang Song, Xin Gao, Shuo Shang, Rui Yan
Facilitating Multi-Role and Multi-Behavior Collaboration of Large Language Models for Online Job Seeking and Recruiting. CoRR (2024)
Hongyu Wang, Ke Li, Shuo Shang
DLRD: dual-level network for rumor detection on geo-textual data. GeoInformatica 28 (2) (2024)
Shihan Deng, Weikai Xu, Hongda Sun, Wei Liu, Tao Tan, Jianfeng Liu, Ang Li, Jian Luan, Bin Wang, Rui Yan, Shuo Shang
Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents. CoRR (2024)
Jiangfeng Du, Silin Zhou, Jie Yu, Peng Han, Shuo Shang
Cross-Task Multimodal Reinforcement for Long Tail Next POI Recommendation. IEEE Trans. Multim. 26 (2024)
Zhen Chen, Dalin Zhang, Shanshan Feng, Kaixuan Chen, Lisi Chen, Peng Han, Shuo Shang
KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding. AAAI (2024)
Shen Gao, Yifan Wang, Jiabao Fang, Lisi Chen, Peng Han, Shuo Shang
DRE: Generating Recommendation Explanations by Aligning Large Language Models at Data-level. CoRR (2024)
Chuanqi Cheng, Quan Tu, Wei Wu, Shuo Shang, Cunli Mao, Zhengtao Yu, Rui Yan
"In Dialogues We Learn": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning. CoRR (2024)
Shanshan Feng, Feiyu Meng, Lisi Chen, Shuo Shang, Yew Soon Ong
ROTAN: A Rotation-based Temporal Attention Network for Time-Specific Next POI Recommendation. KDD (2024)
Yang Cao, Shuo Shang, Jun Wang, Wei Zhang
Explainable Session-based Recommendation via Path Reasoning. CoRR (2024)
Shen Gao, Hao Li, Zhengliang Shi, Chengrui Huang, Quan Tu, Zhiliang Tian, Minlie Huang, Shuo Shang
360{\deg}REA: Towards A Reusable Experience Accumulation with 360{\deg} Assessment for Multi-Agent System. CoRR (2024)
Chengrui Huang, Zhengliang Shi, Yuntao Wen, Xiuying Chen, Peng Han, Shen Gao, Shuo Shang
What Affects the Stability of Tool Learning? An Empirical Study on the Robustness of Tool Learning Frameworks. CoRR (2024)
Jing Li, Peng Han, Xiangnan Ren, Jilin Hu, Lisi Chen, Shuo Shang
Sequence Labeling With Meta-Learning. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Xiaobing Pang, Yequan Wang, Siqi Fan, Lisi Chen, Shuo Shang, Peng Han
EmpMFF: A Multi-factor Sequence Fusion Framework for Empathetic Response Generation. WWW (2023)
Siqi Fan, Yequan Wang, Xiaobing Pang, Lisi Chen, Peng Han, Shuo Shang
UaMC: user-augmented conversation recommendation via multi-modal graph learning and context mining. World Wide Web (WWW) 26 (6) (2023)
Shuo Shang, Jianbing Shen, Ji-Rong Wen, Panos Kalnis
Deep understanding of big geo-social data for autonomous vehicles. Neural Comput. Appl. 35 (5) (2023)
Shanshan Feng, Lisi Chen, Kaiqi Zhao, Wei Wei, Xuemeng Song, Shuo Shang, Panos Kalnis, Ling Shao
ROLE: Rotated Lorentzian Graph Embedding Model for Asymmetric Proximity. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Chengcheng Yang, Lisi Chen, Hao Wang, Shuo Shang, Rui Mao, Xiangliang Zhang
Dynamic Set Similarity Join: An Update Log Based Approach. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
Hongda Sun, Weikai Xu, Wei Liu, Jian Luan, Bin Wang, Shuo Shang, Ji-Rong Wen, Rui Yan
From Indeterminacy to Determinacy: Augmenting Logical Reasoning Capabilities with Large Language Models. CoRR (2023)
Shuo Shang, Xiangliang Zhang, Panos Kalnis
Spatiotemporal data management and analytics for recommender systems. World Wide Web (WWW) 26 (5) (2023)
Ziwen Chen, Ke Li, Silin Zhou, Lisi Chen, Shuo Shang
Towards robust trajectory similarity computation: Representation-based spatio-temporal similarity quantification. World Wide Web (WWW) 26 (4) (2023)
Peng Han, Silin Zhou, Jie Yu, Zichen Xu, Lisi Chen, Shuo Shang
Personalized Re-ranking for Recommendation with Mask Pretraining. Data Sci. Eng. 8 (4) (2023)
Yuxiang Wang, Xiao Yan, Chuang Hu, Fangcheng Fu, Wentao Zhang, Hao Wang, Shuo Shang, Jiawei Jiang
Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning. CoRR (2023)
Silin Zhou, Dan He, Lisi Chen, Shuo Shang, Peng Han
Heterogeneous Region Embedding with Prompt Learning. AAAI (2023)
Quan Tu, Chuanqi Chen, Jinpeng Li, Yanran Li, Shuo Shang, Dongyan Zhao, Ran Wang, Rui Yan
CharacterChat: Learning towards Conversational AI with Personalized Social Support. CoRR (2023)
Feiyu Yin, Yong Liu, Zhiqi Shen, Lisi Chen, Shuo Shang, Peng Han
Next POI Recommendation with Dynamic Graph and Explicit Dependency. AAAI (2023)
Qiang Huang, Jiawei Jiang, Susie Xi Rao, Ce Zhang, Zhichao Han, Zitao Zhang, Xin Wang, Yongjun He, Quanqing Xu, Yang Zhao, Chuang Hu, Shuo Shang, Bo Du
BenchTemp: A General Benchmark for Evaluating Temporal Graph Neural Networks. CoRR (2023)
Silin Zhou, Jing Li, Hao Wang, Shuo Shang, Peng Han
GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM. AAAI (2023)
Peng Han, Shuo Shang
Scene Re-ranking for Recommendation. MMSP (2022)
Dachuan Liu, Jin Wang, Shuo Shang, Peng Han
MSDR: Multi-Step Dependency Relation Networks for Spatial Temporal Forecasting. KDD (2022)
Siqi Fan, Yequan Wang, Jing Li, Zheng Zhang, Shuo Shang, Peng Han
Interactive Information Extraction by Semantic Information Graph. IJCAI (2022)
Xuan Rao, Hao Wang, Liang Zhang, Jing Li, Shuo Shang, Peng Han
FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting. IJCAI (2022)
Peng Han, Shuo Shang, Aixin Sun, Peilin Zhao, Kai Zheng, Xiangliang Zhang
Point-of-Interest Recommendation With Global and Local Context. IEEE Trans. Knowl. Data Eng. 34 (11) (2022)
Peng Han, Peilin Zhao, Chan Lu, Junzhou Huang, Jiaxiang Wu, Shuo Shang, Bin Yao, Xiangliang Zhang
GNN-Retro: Retrosynthetic Planning with Graph Neural Networks. AAAI (2022)
Silin Zhou, Junjie Zhang, Lisi Chen, Shuo Shang
Multiple Behaviors Recommendation with Graph Learning. MMSP (2022)
Jing Li, Billy Chiu, Shuo Shang, Ling Shao
Neural Text Segmentation and its Application to Sentiment Analysis. IEEE Trans. Knowl. Data Eng. 34 (2) (2022)
Xuan Rao, Lisi Chen, Yong Liu, Shuo Shang, Bin Yao, Peng Han
Graph-Flashback Network for Next Location Recommendation. KDD (2022)
Ke Li, Lisi Chen, Shuo Shang, Haiyan Wang, Yang Liu, Panos Kalnis, Bin Yao
Towards Controlling the Transmission of Diseases: Continuous Exposure Discovery over Massive-Scale Moving Objects. IJCAI (2022)
Chengcheng Yang, Dong Deng, Shuo Shang, Fan Zhu, Li Liu, Ling Shao
Correction to: Internal and external memory set containment join. VLDB J. 30 (5) (2021)
Zhongpu Chen, Bin Yao, Zhi-Jie Wang, Xiaofeng Gao, Shuo Shang, Shuai Ma, Minyi Guo
Flexible Aggregate Nearest Neighbor Queries and its Keyword-Aware Variant on Road Networks. IEEE Trans. Knowl. Data Eng. 33 (12) (2021)
Shanshan Feng, Lisi Chen, Kaiqi Zhao, Wei Wei, Fan Li, Shuo Shang
Node2LV: Squared Lorentzian Representations for Node Proximity. ICDE (2021)
Chengcheng Yang, Lisi Chen, Hao Wang, Shuo Shang
Towards Efficient Selection of Activity Trajectories based on Diversity and Coverage. AAAI (2021)
Ke Li, Lisi Chen, Shuo Shang, Panos Kalnis, Bin Yao
Traffic Congestion Alleviation over Dynamic Road Networks: Continuous Optimal Route Combination for Trip Query Streams. IJCAI (2021)
Peng Han, Jin Wang, Di Yao, Shuo Shang, Xiangliang Zhang
A Graph-based Approach for Trajectory Similarity Computation in Spatial Networks. KDD (2021)
Shuo Shang, Jianbing Shen, Ji-Rong Wen, Panos Kalnis
Deep understanding of big geospatial data for self-driving cars. Neurocomputing 428 (2021)
Lisi Chen, Shuo Shang, Shanshan Feng, Panos Kalnis
Parallel Subtrajectory Alignment over Massive-Scale Trajectory Data. IJCAI (2021)
Chengcheng Yang, Dong Deng, Shuo Shang, Fan Zhu, Li Liu, Ling Shao
Internal and external memory set containment join. VLDB J. 30 (3) (2021)
Jing Li, Shuo Shang, Lisi Chen
Domain Generalization for Named Entity Boundary Detection via Metalearning. IEEE Trans. Neural Networks Learn. Syst. 32 (9) (2021)
Lisi Chen, Shuo Shang, Christian S. Jensen, Jianliang Xu, Panos Kalnis, Bin Yao, Ling Shao
Top-k term publish/subscribe for geo-textual data streams. VLDB J. 29 (5) (2020)
Peng Han, Zhongxiao Li, Yong Liu, Peilin Zhao, Jing Li, Hao Wang, Shuo Shang
Contextualized Point-of-Interest Recommendation. IJCAI (2020)
Lisi Chen, Shuo Shang, Chengcheng Yang, Jing Li
Spatial keyword search: a survey. GeoInformatica 24 (1) (2020)
Shuo Shang, Kai Zheng, Panos Kalnis
Introduction to spatio-temporal data driven urban computing. Distributed Parallel Databases 38 (3) (2020)
Xiaofeng Zhu, Shuo Shang, Minjeong Kim
Privacy-preserving representation learning for big data. Neurocomputing 406 (2020)
Lisi Chen, Shuo Shang, Christian S. Jensen, Bin Yao, Panos Kalnis
Parallel Semantic Trajectory Similarity Join. ICDE (2020)
Chengcheng Yang, Dong Deng, Shuo Shang, Ling Shao
Efficient Locality-Sensitive Hashing Over High-Dimensional Data Streams. ICDE (2020)
Ke Li, Lisi Chen, Shuo Shang
Towards Alleviating Traffic Congestion: Optimal Route Planning for Massive-Scale Trips. IJCAI (2020)
Jing Li, Shuo Shang, Ling Shao
MetaNER: Named Entity Recognition with Meta-Learning. WWW (2020)
Lisi Chen, Shuo Shang, Bin Yao, Jing Li
Pay Your Trip for Traffic Congestion: Dynamic Pricing in Traffic-Aware Road Networks. AAAI (2020)
Shuo Shang, Lisi Chen, Christian S. Jensen, Panos Kalnis
Introduction to Spatio-temporal data management and analytics for Smart City research. GeoInformatica 24 (1) (2020)
Lisi Chen, Shuo Shang, Tao Guo
Real-Time Route Search by Locations. AAAI (2020)
Yan Zhao, Jinfu Xia, Guanfeng Liu, Han Su, Defu Lian, Shuo Shang, Kai Zheng
Preference-Aware Task Assignment in Spatial Crowdsourcing. AAAI (2019)
Lisi Chen, Shuo Shang, Christian S. Jensen, Bin Yao, Zhiwei Zhang, Ling Shao
Effective and Efficient Reuse of Past Travel Behavior for Route Recommendation. KDD (2019)
Dong Deng, Chengcheng Yang, Shuo Shang, Fan Zhu, Li Liu, Ling Shao
LCJoin: Set Containment Join via List Crosscutting. ICDE (2019)
Peng Han, Peng Yang, Peilin Zhao, Shuo Shang, Yong Liu, Jiayu Zhou, Xin Gao, Panos Kalnis
GCN-MF: Disease-Gene Association Identification By Graph Convolutional Networks and Matrix Factorization. KDD (2019)
Lisi Chen, Shuo Shang
Approximate spatio-temporal top-k publish/subscribe. World Wide Web 22 (5) (2019)
Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang
Submodular Optimization over Streams with Inhomogeneous Decays. AAAI (2019)
Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang
Tracking Influential Nodes in Time-Decaying Dynamic Interaction Networks. ICDE (2019)
An Liu, Xindi Shen, Zhixu Li, Guanfeng Liu, Jiajie Xu, Lei Zhao, Kai Zheng, Shuo Shang
Differential private collaborative Web services QoS prediction. World Wide Web 22 (6) (2019)
Chengcheng Yang, Lisi Chen, Shuo Shang, Fan Zhu, Li Liu, Ling Shao
Toward Efficient Navigation of Massive-Scale Geo-Textual Streams. IJCAI (2019)
Xuefeng Chen, Xin Cao, Zhiqiang Xu, Ying Zhang, Shuo Shang, Wenjie Zhang
Accelerate MaxBRkNN Search by kNN Estimation. ICDE (2019)
Jing Li, Deheng Ye, Shuo Shang
Adversarial Transfer for Named Entity Boundary Detection with Pointer Networks. IJCAI (2019)
Lisi Chen, Shuo Shang, Bin Yao, Kai Zheng
Spatio-temporal top-k term search over sliding window. World Wide Web 22 (5) (2019)
Lisi Chen, Shuo Shang
Region-Based Message Exploration over Spatio-Temporal Data Streams. AAAI (2019)
Peng Han, Shuo Shang, Aixin Sun, Peilin Zhao, Kai Zheng, Panos Kalnis
AUC-MF: Point of Interest Recommendation with AUC Maximization. ICDE (2019)
Yan Wang, Jianmin Li, Ying Zhong, Shunzhi Zhu, Danhuai Guo, Shuo Shang
Discovery of accessible locations using region-based geo-social data. World Wide Web 22 (3) (2019)
Shuo Shang, Lisi Chen, Kai Zheng, Christian S. Jensen, Zhewei Wei, Panos Kalnis
Parallel Trajectory-to-Location Join. IEEE Trans. Knowl. Data Eng. 31 (6) (2019)
Lisi Chen, Shuo Shang, Kai Zheng, Panos Kalnis
Cluster-Based Subscription Matching for Geo-Textual Data Streams. ICDE (2019)
Bolong Zheng, Haozhou Wang, Kai Zheng, Han Su, Kuien Liu, Shuo Shang
SharkDB: an in-memory column-oriented storage for trajectory analysis. World Wide Web 21 (2) (2018)
Lisi Chen, Shuo Shang, Zhiwei Zhang, Xin Cao, Christian S. Jensen, Panos Kalnis
Location-Aware Top-k Term Publish/Subscribe. ICDE (2018)
Shuo Shang, Lisi Chen, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis
Searching Trajectories by Regions of Interest. ICDE (2018)
Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang
Submodular Optimization Over Streams with Inhomogeneous Decays. CoRR (2018)
Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang
Tracking Influential Nodes in Time-Decaying Dynamic Interaction Networks. CoRR (2018)
Bin Yao, Zhongpu Chen, Xiaofeng Gao, Shuo Shang, Shuai Ma, Minyi Guo
Flexible Aggregate Nearest Neighbor Queries in Road Networks. ICDE (2018)
Bin Yao, Wei Zhang, Zhi-Jie Wang, Zhongpu Chen, Shuo Shang, Kai Zheng, Minyi Guo
Distributed In-Memory Analytics for Big Temporal Data. DASFAA (1) (2018)
Zhewei Wei, Xiaodong He, Xiaokui Xiao, Sibo Wang, Shuo Shang, Ji-Rong Wen
TopPPR: Top-k Personalized PageRank Queries with Precision Guarantees on Large Graphs. SIGMOD Conference (2018)
Yan Zhao, Shuo Shang, Yu Wang, Bolong Zheng, Quoc Viet Hung Nguyen, Kai Zheng
REST: A Reference-based Framework for Spatio-temporal Trajectory Compression. KDD (2018)
Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen, Kai Zheng, Panos Kalnis
Parallel trajectory similarity joins in spatial networks. VLDB J. 27 (3) (2018)
An Liu, Weiqi Wang, Shuo Shang, Qing Li, Xiangliang Zhang
Efficient task assignment in spatial crowdsourcing with worker and task privacy protection. GeoInformatica 22 (2) (2018)
Shuo Shang, Shunzhi Zhu, Danhuai Guo, Minhua Lu
Discovery of probabilistic nearest neighbors in traffic-aware spatial networks. World Wide Web 20 (5) (2017)
Ying Xu, Lisi Chen, Bin Yao, Shuo Shang, Shunzhi Zhu, Kai Zheng, Fang Li
Location-Based Top-k Term Querying over Sliding Window. WISE (1) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shuo Shang