Jianzhong Qi

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

Learning Region Similarities via Graph-Based Deep Metric Learning.

[BibT_eX]

[DOI]

Yunxiang Zhao

Yixin Su

Hongguang Ren

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

A Graph and Attentive Multi-Path Convolutional Network for Traffic Prediction.

[BibT_eX]

[DOI]

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

WISK: A Workload-aware Learned Index for Spatial Keyword Queries.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2023

Efficient Cost Modeling of Space-filling Curves.

[BibT_eX]

[DOI]

CoRR, 2023

Urban Region Representation Learning with Attentive Fusion.

[BibT_eX]

[DOI]

CoRR, 2023

Trajectory Similarity Measurement: An Efficiency Perspective.

[BibT_eX]

[DOI]

CoRR, 2023

Fake News Detection Through Graph-based Neural Networks: A Survey.

[BibT_eX]

[DOI]

CoRR, 2023

AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment enabled by Large Language Models.

[BibT_eX]

[DOI]

Yixin Su

CoRR, 2023

CHGNN: A Semi-Supervised Contrastive Hypergraph Learning Network.

[BibT_eX]

[DOI]

CoRR, 2023

INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Fake News Detection Through Temporally Evolving User Interactions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

A Fast Hybrid Spatial Index with External Memory Support.

[BibT_eX]

[DOI]

Xinyu Su

Proceedings of the 39th IEEE International Conference on Data Engineering, ICDE 2023, 2023

Efficient Index Learning via Model Reuse and Fine-tuning.

[BibT_eX]

[DOI]

Benjamin I. P. Rubinstein

Proceedings of the 39th IEEE International Conference on Data Engineering, ICDE 2023, 2023

Efficiently Learning Spatial Indices.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Contrastive Trajectory Similarity Learning with Dual-Feature Attention.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

MaaSDB: Spatial Databases in the Era of Large Language Models (Vision Paper).

[BibT_eX]

[DOI]

Zuqing Li

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Spatial Structure-Aware Road Network Embedding via Graph Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

Annotating and Detecting Fine-grained Factual Errors for Dialogue Summarization.

[BibT_eX]

[DOI]

Rongxin Zhu

Jey Han Lau

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

FedGS: Federated Graph-Based Sampling with Arbitrary Client Availability.

[BibT_eX]

[DOI]

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

Compressed Heterogeneous Graph for Abstractive Multi-Document Summarization.

[BibT_eX]

[DOI]

Miao Li

Jey Han Lau

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

2022

A benchmark and comprehensive survey on knowledge graph entity alignment via representation learning.

[BibT_eX]

[DOI]

Miao Li

Yong Jiang

VLDB J., 2022

Distributed Hypergraph Processing Using Intersection Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

STPC-Net: Learn Massive Geo-Sensory Data as Spatio-Temporal Point Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Scalable Building Height Estimation From Street Scene Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

GCP: Graph Encoder With Content-Planning for Sentence Generation From Knowledge Bases.

[BibT_eX]

[DOI]

Wei Wang

IEEE Trans. Pattern Anal. Mach. Intell., 2022

FedGS: Federated Graph-based Sampling with Arbitrary Client Availability.

[BibT_eX]

[DOI]

CoRR, 2022

TransAlign: Fully Automatic and Effective Entity Alignment for Knowledge Graphs.

[BibT_eX]

[DOI]

Xiaoyan Zhao

Min Yang

Hong Cheng

CoRR, 2022

EC-Graph: A Distributed Graph Neural Network System with Error-Compensated Compression.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Parallel Skyline Processing Using Space Pruning on GPU.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Evaluating Document Coherence Modelling.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2021

Adversarial Distillation for Learning with Privileged Provisions.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

OpenDrop: Open-source software for pendant drop tensiometry & contact angle measurements.

[BibT_eX]

[DOI]

J. Open Source Softw., 2021

Route intersection reduction with connected autonomous vehicles.

[BibT_eX]

[DOI]

GeoInformatica, 2021

Findings on Conversation Disentanglement.

[BibT_eX]

[DOI]

Rongxin Zhu

Jey Han Lau

CoRR, 2021

SkyCell: A Space-Pruning Based Parallel Skyline Algorithm.

[BibT_eX]

[DOI]

CoRR, 2021

Fast, Accurate and Interpretable Time Series Classification Through Randomization.

[BibT_eX]

[DOI]

CoRR, 2021

A Comprehensive Survey on Knowledge Graph Entity Alignment via Representation Learning.

[BibT_eX]

[DOI]

Miao Li

Yong Jiang

CoRR, 2021

A Lazy Approach for Efficient Index Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Combating Selection Biases in Recommender Systems with a Few Unbiased Ratings.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

Sub-trajectory Similarity Join with Obfuscation.

[BibT_eX]

[DOI]

Proceedings of the SSDBM 2021: 33rd International Conference on Scientific and Statistical Database Management, 2021

WGCN: Graph Convolutional Networks with Weighted Structural Features.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Federated Learning with Fair Averaging.

[BibT_eX]

[DOI]

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

Automatic Webpage Briefing.

[BibT_eX]

[DOI]

Yimeng Dai

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

Grouped-Attention for Content-Selection and Content-Plan Generation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Designing Anthropomorphic Therapeutic Conversational Agents: An Uncanny Valley Perspective.

[BibT_eX]

[DOI]

Tingru Cui

Xinwei Wang

Proceedings of the 29th European Conference on Information Systems, 2021

Latent Reasoning for Low-Resource Question Generation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Efficient processing of moving collective spatial keyword queries.

[BibT_eX]

[DOI]

VLDB J., 2020

Packing R-trees with Space-filling Curves: Theoretical Optimality, Empirical Efficiency, and Bulk-loading Parallelizability.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2020

Effectively Learning Spatial Indices.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

A General Approach to Multimodal Document Quality Assessment.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2020

SANST: A Self-Attentive Network for Next Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

Qianyu Guo

CoRR, 2020

Joint Recognition of Names and Publications in Academic Homepages.

[BibT_eX]

[DOI]

Yimeng Dai

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

GeoPrune: Efficiently Matching Trips in Ride-sharing Through Geometric Properties.

[BibT_eX]

[DOI]

Proceedings of the SSDBM 2020: 32nd International Conference on Scientific and Statistical Database Management, 2020

Person Name Recognition with Fine-grained Annotation.

[BibT_eX]

[DOI]

Yimeng Dai

Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

TimeSAN: A Time-Modulated Self-Attentive Network for Next Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

HexCNN: A Framework for Native Hexagonal Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Fast and Accurate Time Series Classification Through Supervised Interval Search.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Highly Efficient and Scalable Multi-hop Ride-sharing.

[BibT_eX]

[DOI]

Abdullah AlDwyish

Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

Generalizable and Explainable Dialogue Generation via Explicit Action Learning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

A Learning Based Approach to Predict Shortest-Path Distances.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Short-Term and Long-Term Context Aggregation Network for Video Inpainting.

[BibT_eX]

[DOI]

Ramamohanarao Kotagiri

Proceedings of the Computer Vision - ECCV 2020, 2020

Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

GMAN: A Graph Multi-Attention Network for Traffic Prediction.

[BibT_eX]

[DOI]

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

Sentence Generation for Entity Description with Content-Plan Attention.

[BibT_eX]

[DOI]

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

MALA: Cross-Domain Dialogue Generation with Action Learning.

[BibT_eX]

[DOI]

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

2019

Query Processing - <i>k</i>NN.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Big Data Technologies., 2019

Indexing.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Big Data Technologies., 2019

HyperX: A Scalable Hypergraph Framework.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Generating traffic data for any city using SMARTS simulator.

[BibT_eX]

[DOI]

Hairuo Xie

ACM SIGSPATIAL Special, 2019

GOAL: a clustering-based method for the group optimal location problem.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2019

Diversifying Top-k Routes with Spatial Constraints.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2019

Moving <i>k</i>NN query processing in metric space based on influential sets.

[BibT_eX]

[DOI]

Inf. Syst., 2019

GeoPrune: Efficiently Finding Shareable Vehicles Based on Geometric Properties.

[BibT_eX]

[DOI]

CoRR, 2019

CBHE: Corner-based Building Height Estimation for Complex Street Scene Images.

[BibT_eX]

[DOI]

Yunxiang Zhao

Proceedings of the World Wide Web Conference, 2019

Query-Aware Bayesian Committee Machine for Scalable Gaussian Process Regression.

[BibT_eX]

[DOI]

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

A Joint Model for Multimodal Document Quality Assessment.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries, 2019

Boosted GAN with Semantically Interpretable Information for Image Inpainting.

[BibT_eX]

[DOI]

Ang Li

Ramamohanarao Kotagiri

Proceedings of the International Joint Conference on Neural Networks, 2019

CARL: Aggregated Search with Context-Aware Module Embedding Learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Generative Image Inpainting with Submanifold Alignment.

[BibT_eX]

[DOI]

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

Doubly Robust Joint Learning for Recommendation on Data Missing Not at Random.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

DBSVEC: Density-Based Clustering Using Support Vector Expansion.

[BibT_eX]

[DOI]

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

A Joint Context-Aware Embedding for Trip Recommendations.

[BibT_eX]

[DOI]

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

Quantifying the Impact of Autonomous Vehicles using Microscopic Simulations.

[BibT_eX]

[DOI]

Proceedings of the 12th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2019

Streaming Route Assignment for Connected Autonomous Vehicles (Systems Paper).

[BibT_eX]

[DOI]

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

Modelling Uncertainty in Collaborative Document Quality Assessment.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Noisy User-generated Text, 2019

Neural Relation Extraction for Knowledge Base Enrichment.

[BibT_eX]

[DOI]

Gerhard Weikum

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Feature-guided Neural Model Training for Supervised Document Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the The 17th Annual Workshop of the Australasian Language Technology Association, 2019

Entity Alignment between Knowledge Graphs Using Attribute Embeddings.

[BibT_eX]

[DOI]

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

2018

K-Regret Queries Using Multiplicative Utility Functions.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2018

Theoretically Optimal and Empirically Efficient R-trees with Strong Parallelizability.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

Continuous Spatial Query Processing: A Survey of Safe Region Based Techniques.

[BibT_eX]

[DOI]

Christian S. Jensen

ACM Comput. Surv., 2018

A Jointly Learned Context-Aware Place of Interest Embedding for Trip Recommendations.

[BibT_eX]

[DOI]

CoRR, 2018

Web Page Template and Data Separation for Better Maintainability.

[BibT_eX]

[DOI]

Chenxu Zhao

Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

Citation Field Learning by RNN with Limited Training Data.

[BibT_eX]

[DOI]

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2018

Context-Uncertainty-Aware Chatbot Action Selection via Parameterized Auxiliary Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

A Joint Optimization Approach for Personalized Recommendation Diversification.

[BibT_eX]

[DOI]

Xiaojie Wang

Yu Sun

Bo Li

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

KDGAN: Knowledge Distillation with Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

CommuteShare: A Ridesharing Service for Daily Commuters Using Cross-Domain Urban Big Data.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Web Services, 2018

Continuous Maintenance of Range Sum Heat Maps.

[BibT_eX]

[DOI]

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

A GPU Accelerated Update Efficient Index for kNN Queries in Road Networks.

[BibT_eX]

[DOI]

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

Studying transportation problems with the SMARTS simulator (demo paper).

[BibT_eX]

[DOI]

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

PubSE: A Hierarchical Model for Publication Extraction from Academic Homepages.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Finding All Nearest Neighbors with a Single Graph Traversal.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Scalable Bottom-up Subspace Clustering using FP-Trees for High Dimensional Data.

[BibT_eX]

[DOI]

Minh Tuan Doan

Sutharshan Rajasegarar

Christopher Leckie

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

GTR-LSTM: A Triple Encoder for Sentence Generation from RDF Data.

[BibT_eX]

[DOI]

Wei Wang

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Finding lowest-cost paths in settings with safe and preferred zones.

[BibT_eX]

[DOI]

VLDB J., 2017

Collective-k Optimal Location Selection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2017

From How to Where: Traffic Optimization in the Era of Automated Vehicles.

[BibT_eX]

[DOI]

Sadegh Motallebi

Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

The Flexible Group Spatial Keyword Query.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2017

A Hybrid Model for Quality Assessment of Wikipedia Articles.

[BibT_eX]

[DOI]

Aili Shen

Timothy Baldwin

Proceedings of the Australasian Language Technology Association Workshop, 2017

2016

The Moving K Diversified Nearest Neighbor Query.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

K-Regret Queries: From Additive to Multiplicative Utilities.

[BibT_eX]

[DOI]

Fei Zuo

Jia Cheng Yao

CoRR, 2016

Reverse nearest neighbor heat maps: A tool for influence exploration.

[BibT_eX]

[DOI]

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

INSQ: An influential neighbor set based moving kNN query processing system.

[BibT_eX]

[DOI]

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

Disambiguating Entities Referred by Web Endpoints using Tree Ensembles.

[BibT_eX]

[DOI]

Gitansh Khirbat

Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5, 2016

N-ary Biographical Relation Extraction using Shortest Path Dependencies.

[BibT_eX]

[DOI]

Gitansh Khirbat

Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5, 2016

2015

Indexable online time series segmentation with error bound guarantee.

[BibT_eX]

[DOI]

Hongzhi Wang

Zeyi Wen

Dan Wu

World Wide Web, 2015

Solving the data sparsity problem in destination prediction.

[BibT_eX]

[DOI]

VLDB J., 2015

A safe region based approach to moving KNN queries in obstructed space.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2015

A privacy-enhancing model for location-based personalized recommendations.

[BibT_eX]

[DOI]

Distributed Parallel Databases, 2015

MapReduce based location selection algorithm for utility maximization with capacity constraints.

[BibT_eX]

[DOI]

Computing, 2015

The safest path via safe zones.

[BibT_eX]

[DOI]

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

K-Nearest Neighbor Temporal Aggregate Queries.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Extending Database Technology, 2015

A Domain Independent Approach for Extracting Terms from Research Papers.

[BibT_eX]

[DOI]

Birong Jiang

Endong Xun

Proceedings of the Databases Theory and Applications, 2015

2014

The min-dist location selection and facility replacement queries.

[BibT_eX]

[DOI]

World Wide Web, 2014

Real-time continuous intersection joins over large sets of moving objects using graphic processing units.

[BibT_eX]

[DOI]

VLDB J., 2014

Towards a Painless Index for Spatial Objects.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2014

Processing Moving kNN Queries Using Influential Neighbor Sets.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

Continuous visible k nearest neighbor query on moving objects.

[BibT_eX]

[DOI]

Inf. Syst., 2014

MASCOT: Fast and Highly Scalable SVM Cross-Validation Using GPUs and SSDs.

[BibT_eX]

[DOI]

Zeyi Wen

Kerry L. Taylor

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Efficient Subgraph Matching Using GPUs.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2014

2013

Towards realtime multiset correlation in large scale geosimulation.

[BibT_eX]

[DOI]