Shuo Shang

Orcid: 0000-0002-1117-2890

According to our database¹, Shuo Shang authored at least 124 papers between 2010 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Introduction to distributed and parallel processing of big spatiotemporal data.

[BibT_eX]

[DOI]

Shuo Shang

Bingsheng He

Lizhe Wang

Future Gener. Comput. Syst., February, 2024

Cross-Task Multimodal Reinforcement for Long Tail Next POI Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering.

[BibT_eX]

[DOI]

CoRR, 2024

"In Dialogues We Learn": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Not all Layers of LLMs are Necessary during Inference.

[BibT_eX]

[DOI]

CoRR, 2024

Explainable Session-based Recommendation via Path Reasoning.

[BibT_eX]

[DOI]

CoRR, 2024

KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Personalized Re-ranking for Recommendation with Mask Pretraining.

[BibT_eX]

[DOI]

Data Sci. Eng., December, 2023

UaMC: user-augmented conversation recommendation via multi-modal graph learning and context mining.

[BibT_eX]

[DOI]

World Wide Web (WWW), November, 2023

Spatiotemporal data management and analytics for recommender systems.

[BibT_eX]

[DOI]

Shuo Shang

Xiangliang Zhang

Panos Kalnis

World Wide Web (WWW), September, 2023

ROLE: Rotated Lorentzian Graph Embedding Model for Asymmetric Proximity.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., September, 2023

Towards robust trajectory similarity computation: Representation-based spatio-temporal similarity quantification.

[BibT_eX]

[DOI]

World Wide Web (WWW), July, 2023

Dynamic Set Similarity Join: An Update Log Based Approach.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., April, 2023

Sequence Labeling With Meta-Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., March, 2023

Deep understanding of big geo-social data for autonomous vehicles.

[BibT_eX]

[DOI]

Neural Comput. Appl., February, 2023

From Indeterminacy to Determinacy: Augmenting Logical Reasoning Capabilities with Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning.

[BibT_eX]

[DOI]

CoRR, 2023

BenchTemp: A General Benchmark for Evaluating Temporal Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2023

CharacterChat: Learning towards Conversational AI with Personalized Social Support.

[BibT_eX]

[DOI]

CoRR, 2023

EmpMFF: A Multi-factor Sequence Fusion Framework for Empathetic Response Generation.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Heterogeneous Region Embedding with Prompt Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Next POI Recommendation with Dynamic Graph and Explicit Dependency.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Neural Text Segmentation and its Application to Sentiment Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Point-of-Interest Recommendation With Global and Local Context.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Multiple Behaviors Recommendation with Graph Learning.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

Scene Re-ranking for Recommendation.

[BibT_eX]

[DOI]

Peng Han

Shuo Shang

Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

Graph-Flashback Network for Next Location Recommendation.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

MSDR: Multi-Step Dependency Relation Networks for Spatial Temporal Forecasting.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Towards Controlling the Transmission of Diseases: Continuous Exposure Discovery over Massive-Scale Moving Objects.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Interactive Information Extraction by Semantic Information Graph.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

GNN-Retro: Retrosynthetic Planning with Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Correction to: Internal and external memory set containment join.

[BibT_eX]

[DOI]

VLDB J., 2021

Internal and external memory set containment join.

[BibT_eX]

[DOI]

VLDB J., 2021

Domain Generalization for Named Entity Boundary Detection via Metalearning.

[BibT_eX]

[DOI]

Jing Li

Shuo Shang

Lisi Chen

IEEE Trans. Neural Networks Learn. Syst., 2021

Flexible Aggregate Nearest Neighbor Queries and its Keyword-Aware Variant on Road Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Deep understanding of big geospatial data for self-driving cars.

[BibT_eX]

[DOI]

Neurocomputing, 2021

A Graph-based Approach for Trajectory Similarity Computation in Spatial Networks.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Traffic Congestion Alleviation over Dynamic Road Networks: Continuous Optimal Route Combination for Trip Query Streams.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Parallel Subtrajectory Alignment over Massive-Scale Trajectory Data.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Node2LV: Squared Lorentzian Representations for Node Proximity.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Towards Efficient Selection of Activity Trajectories based on Diversity and Coverage.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Top-k term publish/subscribe for geo-textual data streams.

[BibT_eX]

[DOI]

VLDB J., 2020

Privacy-preserving representation learning for big data.

[BibT_eX]

[DOI]

Xiaofeng Zhu

Shuo Shang

Minjeong Kim

Neurocomputing, 2020

Introduction to Spatio-temporal data management and analytics for Smart City research.

[BibT_eX]

[DOI]

GeoInformatica, 2020

Spatial keyword search: a survey.

[BibT_eX]

[DOI]

GeoInformatica, 2020

Introduction to spatio-temporal data driven urban computing.

[BibT_eX]

[DOI]

Shuo Shang

Kai Zheng

Panos Kalnis

Distributed Parallel Databases, 2020

MetaNER: Named Entity Recognition with Meta-Learning.

[BibT_eX]

[DOI]

Jing Li

Shuo Shang

Ling Shao

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Towards Alleviating Traffic Congestion: Optimal Route Planning for Massive-Scale Trips.

[BibT_eX]

[DOI]

Ke Li

Lisi Chen

Shuo Shang

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Contextualized Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Efficient Locality-Sensitive Hashing Over High-Dimensional Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Parallel Semantic Trajectory Similarity Join.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Pay Your Trip for Traffic Congestion: Dynamic Pricing in Traffic-Aware Road Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Real-Time Route Search by Locations.

[BibT_eX]

[DOI]

Lisi Chen

Shuo Shang

Tao Guo

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Discovery of accessible locations using region-based geo-social data.

[BibT_eX]

[DOI]

World Wide Web, 2019

Differential private collaborative Web services QoS prediction.

[BibT_eX]

[DOI]

World Wide Web, 2019

Spatio-temporal top-k term search over sliding window.

[BibT_eX]

[DOI]

World Wide Web, 2019

Approximate spatio-temporal top-k publish/subscribe.

[BibT_eX]

[DOI]

Lisi Chen

Shuo Shang

World Wide Web, 2019

Parallel Trajectory-to-Location Join.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

GCN-MF: Disease-Gene Association Identification By Graph Convolutional Networks and Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Effective and Efficient Reuse of Past Travel Behavior for Route Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Toward Efficient Navigation of Massive-Scale Geo-Textual Streams.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Adversarial Transfer for Named Entity Boundary Detection with Pointer Networks.

[BibT_eX]

[DOI]

Jing Li

Deheng Ye

Shuo Shang

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Tracking Influential Nodes in Time-Decaying Dynamic Interaction Networks.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

AUC-MF: Point of Interest Recommendation with AUC Maximization.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

LCJoin: Set Containment Join via List Crosscutting.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Cluster-Based Subscription Matching for Geo-Textual Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Accelerate MaxBRkNN Search by kNN Estimation.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Submodular Optimization over Streams with Inhomogeneous Decays.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Region-Based Message Exploration over Spatio-Temporal Data Streams.

[BibT_eX]

[DOI]

Lisi Chen

Shuo Shang

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Preference-Aware Task Assignment in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

SharkDB: an in-memory column-oriented storage for trajectory analysis.

[BibT_eX]

[DOI]

World Wide Web, 2018

Parallel trajectory similarity joins in spatial networks.

[BibT_eX]

[DOI]

VLDB J., 2018

Efficient task assignment in spatial crowdsourcing with worker and task privacy protection.

[BibT_eX]

[DOI]

GeoInformatica, 2018

TopPPR: Top-k Personalized PageRank Queries with Precision Guarantees on Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Management of Data, 2018

REST: A Reference-based Framework for Spatio-temporal Trajectory Compression.

[BibT_eX]

[DOI]

Quoc Viet Hung Nguyen

Kai Zheng

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Location-Aware Top-k Term Publish/Subscribe.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Flexible Aggregate Nearest Neighbor Queries in Road Networks.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Distributed In-Memory Analytics for Big Temporal Data.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

2017

Discovery of probabilistic nearest neighbors in traffic-aware spatial networks.

[BibT_eX]

[DOI]

World Wide Web, 2017

Searching Trajectories by Regions of Interest.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Trajectory Similarity Join in Spatial Networks.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2017

Probabilistic routing using multimodal data.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Location-Based Top-k Term Querying over Sliding Window.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2017, 2017

2016

Following the dynamic block on the Web.

[BibT_eX]

[DOI]

World Wide Web, 2016

Collective Travel Planning in Spatial Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

A Novel Framework for Online Amnesic Trajectory Compression in Resource-Constrained Environments.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Dynamic Shortest Path Monitoring in Spatial Networks.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2016

Finding regions of interest using location based social media.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Prediction-based Unobstructed Route Planning.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Multi-view ensemble learning for dementia diagnosis from neuroimaging: An artificial neural network approach.

[BibT_eX]

[DOI]

Neurocomputing, 2016

How to find appropriate automobile exhibition halls: Towards a personalized recommendation service for auto show.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Matrix Sketching Over Sliding Windows.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Management of Data, 2016

Discovering Neighborhood Pattern Queries by sample answers in knowledge base.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Probabilistic Nearest Neighbor Query in Traffic-Aware Spatial Networks.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015

Discovery of Path Nearby Clusters in Spatial Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

VID Join: Mapping Trajectories to Points of Interest to Support Location-Based Services.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2015

Dimension reduction with meta object-groups for efficient image retrieval.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Planning unobstructed paths in traffic-aware spatial networks.

[BibT_eX]

[DOI]

GeoInformatica, 2015

Interactive Top-k Spatial Keyword queries.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Bounded Quadrant System: Error-bounded trajectory compression on the go.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

2014

Personalized trajectory matching in spatial networks.

[BibT_eX]

[DOI]

VLDB J., 2014

Online Discovery of Gathering Patterns over Trajectories.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Routing Metric of Expected Delay in Multi-Radio Multi-Channel Wireless Mesh Networks.

[BibT_eX]

[DOI]

J. Commun., 2014

Human Mobility Prediction and Unobstructed Route Planning in Public Transport Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

Stochastic skyline route planning under time-varying uncertainty.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Benchmarking big data for trip recommendation.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Computer Communication and Networks, 2014

Compressing large scale urban trajectory data.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Workshop on Cloud Data and Platforms, 2014

Cost Reduction for Web-Based Data Imputation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2014

2013

Spatial query processing for trip planning and location recommendation

[BibT_eX]

[DOI]

Shuo Shang

PhD thesis, 2013

Finding Traffic-Aware Fastest Paths in Spatial Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2013

Modeling of Traffic-Aware Travel Time in Spatial Networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

MOIR/UOTS: Trip Recommendation with User Oriented Trajectory Search.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

On discovery of gathering patterns from trajectories.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Towards efficient search for activity trajectories.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Top-k Neighborhood Dominating Query.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2013

Local correlation detection with linearity enhancement in streaming data.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

Finding Alternative Shortest Paths in Spatial Networks.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2012

PNN query processing on compressed trajectories.

[BibT_eX]

[DOI]

GeoInformatica, 2012

User oriented trajectory search for trip recommendation.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Extending Database Technology, 2012

2011

Finding the most accessible locations: reverse path nearest neighbor query in road networks.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

2010

Best point detour query in road networks.

[BibT_eX]

[DOI]

Shuo Shang

Ke Deng

Kexin Xie

Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

Efficient best path monitoring in road networks for instant local traffic information.

[BibT_eX]

[DOI]

Shuo Shang

Ke Deng

Kai Zheng

Proceedings of the Database Technologies 2010, 2010

Shuo Shang

Timeline

Legend:

Links

Online presence:

On csauthors.net:

Bibliography

Loading...