Wei Wang

Orcid: 0000-0002-1568-2396

Affiliations:
  • Hong Kong University of Science and Technology, Information Hub, Data Science and Analytics Thrust, Guangzhou, China
  • Hong Kong University of Science and Technology, Department of Computer Science and Engineering, Hong Kong
  • University of New South Wales, School of Computer Science and Engineering, Sydney, Australia
  • Hong Kong University of Science and Technology, Department of Computer Science, Hong Kong (PhD 2004)


According to our database1, Wei Wang authored at least 179 papers between 2001 and 2023.

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Bibliography

2023
Expanding Reverse Nearest Neighbors.
Proc. VLDB Endow., December, 2023

DifFormer: Multi-Resolutional Differencing Transformer With Dynamic Ranging for Time Series Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Deep Learning for Approximate Nearest Neighbour Search: A Survey and Future Directions.
IEEE Trans. Knowl. Data Eng., September, 2023

Unbiased quasi-hyperbolic nesterov-gradient momentum-based optimizers for accelerating convergence.
World Wide Web (WWW), July, 2023

Graph Self-supervised Learning with Augmentation-aware Contrastive Learning.
Proceedings of the ACM Web Conference 2023, 2023

Efficient Regular Expression Matching Based on Positional Inverted Index : (Extended Abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Distance Maximization and Defences on Deep Hashing Based Image Retrieval.
Proceedings of the IEEE International Conference on Knowledge Graph, 2023

Weighted Sampling for Masked Language Modeling.
Proceedings of the IEEE International Conference on Acoustics, 2023

Boosting Accuracy and Robustness of Student Models via Adaptive Adversarial Distillation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

CoSaR: Combating Label Noise Using Collaborative Sample Selection and Adversarial Regularization.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
On entity alignment at scale.
VLDB J., 2022

A Single-to-Multi Network for Latency-Free Non-Intrusive Load Monitoring.
IEEE Trans. Netw. Sci. Eng., 2022

An Experimental Study of State-of-the-Art Entity Alignment Approaches.
IEEE Trans. Knowl. Data Eng., 2022

Efficient Regular Expression Matching Based on Positional Inverted Index.
IEEE Trans. Knowl. Data Eng., 2022

Unsupervised Domain Adaptation for Nonintrusive Load Monitoring Via Adversarial and Joint Adaptation Network.
IEEE Trans. Ind. Informatics, 2022

GCP: Graph Encoder With Content-Planning for Sentence Generation From Knowledge Bases.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Data predictive control of nonlinear process feature dynamics through latent variable behaviours.
Comput. Chem. Eng., 2022

Dynamic Mode-Switching-Based Worker Selection for Mobile Crowd Sensing.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2022

Neural Subgraph Counting with Wasserstein Estimator.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Software-defined network assimilation: bridging the last mile towards centralized network configuration management with NAssim.
Proceedings of the SIGCOMM '22: ACM SIGCOMM 2022 Conference, Amsterdam, The Netherlands, August 22, 2022

Reinforcement Learning Based Query Vertex Ordering Model for Subgraph Matching.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021
EI-LSH: An early-termination driven I/O efficient incremental c-approximate nearest neighbor search.
VLDB J., 2021

Generalizing the Pigeonhole Principle for Similarity Search in Hamming Space.
IEEE Trans. Knowl. Data Eng., 2021

Fine-Grained Named Entity Typing over Distantly Supervised Data via Refinement in Hyperbolic Space.
CoRR, 2021

Few-shot text classification by leveraging bi-directional attention and cross-class knowledge.
Sci. China Inf. Sci., 2021

Consistent and Flexible Selectivity Estimation for High-Dimensional Data.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

DAIR: A Query-Efficient Decision-based Attack on Image Retrieval Systems.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

KS-GNN: Keywords Search over Incomplete Graphs via Graphs Neural Network.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

A Smart Adversarial Attack on Deep Hashing Based Image Retrieval.
Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021

High-Dimensional Similarity Query Processing for Data Science.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Relation Prediction via Graph Neural Network in Heterogeneous Information Networks with Missing Type Information.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Improving the Efficiency and Effectiveness for BERT-based Entity Resolution.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Two-Stream Convolution Augmented Transformer for Human Activity Recognition.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Adversarial Defence by Diversified Simultaneous Training of Deep Ensembles.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Efficient query autocompletion with edit distance-based error tolerance.
VLDB J., 2020

SMINT: Toward Interpretable and Robust Model Sharing for Deep Neural Networks.
ACM Trans. Web, 2020

Approximate Nearest Neighbor Search on High Dimensional Data - Experiments, Analyses, and Improvement.
IEEE Trans. Knowl. Data Eng., 2020

Similarity Query Processing for High-Dimensional Data.
Proc. VLDB Endow., 2020

VHP: Approximate Nearest Neighbor Search via Virtual Hypersphere Partitioning.
Proc. VLDB Endow., 2020

Consistent and Flexible Selectivity Estimation for High-dimensional Data.
CoRR, 2020

Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach.
Proceedings of the 2020 International Conference on Management of Data, 2020

Degree-Aware Alignment for Entities in Tail.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

I/O Efficient Approximate Nearest Neighbour Search based on Learned Functions.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

A Learning Based Approach to Predict Shortest-Path Distances.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020

A Recurrent Model for Collective Entity Linking with Adaptive Features.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

HAMNER: Headword Amplified Multi-Span Distantly Supervised Method for Domain Specific Named Entity Recognition.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Recursively Binary Modification Model for Nested Named Entity Recognition.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

GraphER: Token-Centric Entity Resolution with Graph Convolutional Neural Networks.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Fine-Grained Named Entity Typing over Distantly Supervised Data Based on Refined Representations.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Model-Agnostic Adversarial Detection by Random Perturbations.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Optimizing Quality for Probabilistic Skyline Computation and Probabilistic Similarity Search (Extended Abstract).
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

I-LSH: I/O Efficient c-Approximate Nearest Neighbor Search in High-Dimensional Space.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Extracting Definitions and Hypernyms with a Two-Phase Framework.
Proceedings of the Database Systems for Advanced Applications, 2019

How to Best Use Syntax in Semantic Role Labelling.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Jointly Extracting Multiple Triplets with Multilayer Translation Constraints.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Antonym-Synonym Classification Based on New Sub-Space Embeddings.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Optimizing Quality for Probabilistic Skyline Computation and Probabilistic Similarity Search.
IEEE Trans. Knowl. Data Eng., 2018

A CRF-Based Stacking Model with Meta-features for Named Entity Recognition.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

An Adaptive Hierarchical Compositional Model for Phrase Embedding.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

GPH: Similarity Search in Hamming Space.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

An Efficient Exact Nearest Neighbor Search by Compounded Embedding.
Proceedings of the Database Systems for Advanced Applications, 2018

GTR-LSTM: A Triple Encoder for Sentence Generation from RDF Data.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Query-aware locality-sensitive hashing scheme for l<sub>p</sub> norm.
VLDB J., 2017

A systematic review and comparative analysis of cross-document coreference resolution methods and tools.
Computing, 2017

Efficient Approximate Entity Matching Using Jaro-Winkler Distance.
Proceedings of the Web Information Systems Engineering - WISE 2017, 2017

Graph Summarization for Entity Relatedness Visualization.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Representation Learning of Large-Scale Knowledge Graphs via Entity Feature Combinations.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
BEVA: An Efficient Query Processing Algorithm for Error-Tolerant Autocompletion.
ACM Trans. Database Syst., 2016

Top-Down XML Keyword Query Processing.
IEEE Trans. Knowl. Data Eng., 2016

Pre-computed Region Guardian Sets Based Reverse kNN Queries.
Data Sci. Eng., 2016

Approximate Nearest Neighbor Search on High Dimensional Data - Experiments, Analyses, and Improvement (v1.0).
CoRR, 2016

Local Similarity Search for Unstructured Text.
Proceedings of the 2016 International Conference on Management of Data, 2016

General Purpose Index-Based Method for Efficient MaxRS Query.
Proceedings of the Database and Expert Systems Applications, 2016

An Index-Based Method for Efficient Maximizing Range Sum Queries in Road Network.
Proceedings of the Databases Theory and Applications, 2016

Effective Order Preserving Estimation Method.
Proceedings of the Databases Theory and Applications, 2016

Efficient Maximum Closeness Centrality Group Identification.
Proceedings of the Databases Theory and Applications, 2016

2015
Guest editorial: web applications and techniques.
World Wide Web, 2015

AP-Tree: efficiently support location-aware Publish/Subscribe.
VLDB J., 2015

Boosting the Quality of Approximate String Matching by Synonyms.
ACM Trans. Database Syst., 2015

Reverse k Nearest Neighbors Query Processing: Experiments and Analysis.
Proc. VLDB Endow., 2015

Local Filtering: Improving the Performance of Approximate Queries on String Collections.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

AP-Tree: Efficiently support continuous spatial-keyword queries over stream.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

On Gapped Set Intersection Size Estimation.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

A Friend Recommendation Algorithm Based on Multiple Factors in LBSNs.
Proceedings of the 12th Web Information System and Application Conference, 2015

2014
XML keyword search with promising result type recommendations.
World Wide Web, 2014

Efficient query processing for XML keyword queries based on the IDList index.
VLDB J., 2014

State-of-the-art in string similarity search and join.
SIGMOD Rec., 2014

Selectivity Estimation on Streaming Spatio-Textual Data Using Local Correlations.
Proc. VLDB Endow., 2014

SRS: Solving c-Approximate Nearest Neighbor Queries in High Dimensional Euclidean Space with a Tiny Index.
Proc. VLDB Endow., 2014

I/O-Efficient Dictionary Search with One Edit Error.
Proceedings of the String Processing and Information Retrieval, 2014

2013
Efficient processing of graph similarity queries with edit distance constraints.
VLDB J., 2013

Asymmetric signature schemes for efficient exact edit similarity query processing.
ACM Trans. Database Syst., 2013

VChunkJoin: An Efficient Algorithm for Edit Similarity Joins.
IEEE Trans. Knowl. Data Eng., 2013

Efficient Error-tolerant Query Autocompletion.
Proc. VLDB Endow., 2013

Probabilistic skyline operator over sliding windows.
Inf. Syst., 2013

Near-duplicate video retrieval: Current research and future trends.
ACM Comput. Surv., 2013

Big Data and Cross-Document Coreference Resolution: Current State and Future Opportunities.
CoRR, 2013

Near Duplicate Text Detection Using Frequency-Biased Signatures.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

HmSearch: an efficient hamming distance query processing algorithm.
Proceedings of the Conference on Scientific and Statistical Database Management, 2013

String similarity measures and joins with synonyms.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Similarity query processing for probabilistic sets.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Trie-based similarity search and join.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

Top-down keyword query processing on XML data.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
A highly optimized algorithm for continuous intersection join queries over moving objects.
VLDB J., 2012

A Space-Efficient Indexing Algorithm for Boolean Query Processing.
Proceedings of the Web Information Systems Engineering - WISE 2012, 2012

Multiple-Instance learning from multiple perspectives: Combining models for Multiple-Instance learning.
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Batch mode active learning for multi-label image classification with informative label correlation mining.
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Fast SLCA and ELCA Computation for XML Keyword Queries Based on Set Intersection.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Efficient Graph Similarity Joins with Edit Distance Constraints.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

2011
Efficient similarity joins for near-duplicate detection.
ACM Trans. Database Syst., 2011

SPARK2: Top-k Keyword Query in Relational Databases.
IEEE Trans. Knowl. Data Eng., 2011

Continuous Monitoring of Distance-Based Range Queries.
IEEE Trans. Knowl. Data Eng., 2011

XML Query Processing Using Views.
Proceedings of the Web-Age Information Management, 2011

Efficient exact edit similarity query processing with the asymmetric signature scheme.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

XClean: Providing valid spelling suggestions for XML keyword queries.
Proceedings of the 27th International Conference on Data Engineering, 2011

Top-k keyword search over probabilistic XML data.
Proceedings of the 27th International Conference on Data Engineering, 2011

Keyword-based search and exploration on databases.
Proceedings of the 27th International Conference on Data Engineering, 2011

Learning Top-k Transformation Rules.
Proceedings of the Database and Expert Systems Applications, 2011

Finding the Sites with Best Accessibilities to Amenities.
Proceedings of the Database Systems for Advanced Applications, 2011

Searching, Analyzing and Exploring Databases.
Proceedings of the Database Systems for Advanced Applications, 2011

Continuously monitoring the correlations of massive discrete streams.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Threshold-based probabilistic top-<i>k</i> dominating queries.
VLDB J., 2010

Probabilistic Reverse Nearest Neighbor Queries on Uncertain Data.
IEEE Trans. Knowl. Data Eng., 2010

Similarity joins as stronger metric operations.
ACM SIGSPATIAL Special, 2010

PrefIndex: An Efficient Supergraph Containment Search Technique.
Proceedings of the Scientific and Statistical Database Management, 2010

MapDupReducer: detecting near duplicates over massive datasets.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Connected substructure similarity search.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Multi-class Graph Boosting with Subgraph Sharing for Object Recognition.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Quantile-based KNN over multi-valued objects.
Proceedings of the 26th International Conference on Data Engineering, 2010

Multi-guarded safe zone: An effective technique to monitor moving circular range queries.
Proceedings of the 26th International Conference on Data Engineering, 2010

Suggestion of promising result types for XML keyword search.
Proceedings of the EDBT 2010, 2010

NOVA: A Novel and Efficient Framework for Finding Subgraph Isomorphism Mappings in Large Graphs.
Proceedings of the Database Systems for Advanced Applications, 2010

GDM2010 Workshop Organizers' Message.
Proceedings of the Database Systems for Advanced Applications, 2010

Online Learning for PLSA-Based Visual Recognition.
Proceedings of the Computer Vision - ACCV 2010, 2010

Unsupervised Moving Object Detection with On-line Generalized Hough Transform.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Pushing Theoretically-Founded Probabilistic Guarantees in.
Proceedings of the New Trends in Data Warehousing and Data Analysis, 2009

Lazy Updates: An Efficient Technique to Continuously Monitoring Reverse kNN.
Proc. VLDB Endow., 2009

Efficient approximate entity extraction with edit distance constraints.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Keyword search on structured and semi-structured data.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Informative frequent assembled feature for face detection.
Proceedings of the International Conference on Image Processing, 2009

Probabilistic Skyline Operator over Sliding Windows.
Proceedings of the 25th International Conference on Data Engineering, 2009

Top-k Set Similarity Joins.
Proceedings of the 25th International Conference on Data Engineering, 2009

Effective Snippet Clustering with Domain Knowledge.
Proceedings of the First International Conference on Advances in Databases, 2009

2008
Coding-based Join Algorithms for Structural Queries on Graph-Structured XML Document.
World Wide Web, 2008

Ed-Join: an efficient algorithm for similarity joins with edit distance constraints.
Proc. VLDB Endow., 2008

Efficient similarity joins for near duplicate detection.
Proceedings of the 17th International Conference on World Wide Web, 2008

Similarity Join Algorithms: An Introduction.
Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

SPARK: A Keyword Search Engine on Relational Databases.
Proceedings of the 24th International Conference on Data Engineering, 2008

2007
Approximate range-sum query answering on data cubes with probabilistic guarantees.
J. Intell. Inf. Syst., 2007

Spark: top-k keyword query in relational databases.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

AB-Index: An Efficient Adaptive Index for Branching XML Queries.
Proceedings of the Advances in Databases: Concepts, 2007

2006
Towards multidimensional subspace skyline analysis.
ACM Trans. Database Syst., 2006

Efficient Computation of <i>k</i>-Medians over Data Streams Under Memory Constraints.
J. Comput. Sci. Technol., 2006

Space-efficient Relative Error Order Sketch over Data Streams.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Visual Specification and Optimization of XQuery Using VXQ.
Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006

2005
Subgraph Join: Efficient Processing Subgraph Queries on Graph-Structured XML Document.
Proceedings of the Advances in Web-Age Information Management, 2005

Similarity Search with Implicit Object Features.
Proceedings of the Advances in Web-Age Information Management, 2005

Efficient Computation of the Skyline Cube.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Efficient Processing of XML Path Queries Using the Disk-based F&B Index.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

TP-Tree: a Query Workload-Adaptive Synopsis for Fast OLAP Applications.
Proceedings of the Thirteenth Italian Symposium on Advanced Database Systems, 2005

Locating Motifs in Time-Series Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

Stabbing the Sky: Efficient Skyline Computation over Sliding Windows.
Proceedings of the 21st International Conference on Data Engineering, 2005

Practical Indexing XML Document for Twig Query.
Proceedings of the Advances in Computer Science, 2005

Labeling Scheme and Structural Joins for Graph-Structured XML Data.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

Term Graph Model for Text Classification.
Proceedings of the Advanced Data Mining and Applications, First International Conference, 2005

2004
Bloom Histogram: Path Selectivity Estimation for XML Data with Updates.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

Efficient Processing of Twig Queries with OR-Predicates.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Answering Approximate Range Aggregate Queries on OLAP Data Cubes with Probabilistic Guarantees.
Proceedings of the Data Warehousing and Knowledge Discovery, 6th International Conference, 2004

2003
Holistic Twig Joins on Indexed XML Documents.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

Containment Join Size Estimation: Models and Methods.
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

PBiTree Coding and Efficient Processing of Containment Joins.
Proceedings of the 19th International Conference on Data Engineering, 2003

XR-Tree: Indexing XML Data for Efficient Structural Joins.
Proceedings of the 19th International Conference on Data Engineering, 2003

AFOPT: An Efficient Implementation of Pattern Growth Approach.
Proceedings of the FIMI '03, 2003

2002
Condensed Cube: An Efficient Approach to Reducing Data Cube Size.
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

XParent: An Efficient RDBMS-Based XML Database System.
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

Path Materialization Revisited: An Efficient Storage Model for XML Data.
Proceedings of the Database Technologies 2002, 2002

2001
Three-Tier Clustering: An Online Citation Clustering System.
Proceedings of the Advances in Web-Age Information Management, 2001


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