Zhang Dongxiang is a professor in the School of Computer Science and Engineering at the University of Electronic Science and Technology of China (UESTC). He obtained his PhD degree (2012) from National University of Singapore, under the supervision of Prof. Anthony Tung. He was also honored to be a research assitant under Prof. Beng Chin Ooi from 2009-2012. Before joining UESTC, he worked as a (senior) research fellow with Prof. Kian-Lee Tan from 2012-2016. His current research interests include big trajectory management, large-scale video analysis and novel applications in smart city. For more details, please refer to my Google Scholar and talk on UESTC Youth Forum.
Email: zhangdo@uestc.edu.cn
Augmented Keyword Search on Spatial Entity Databases
VLDB Journal (VLDBJ) 2018 (CCF A) [link]
CO2: Inferring Personal Interests From Raw Footprints
ACM Transactions on Information Systems (TOIS) 2018 (CCF A) [link]
Distributed Shortest Path Query Processing on Dynamic Road Networks
VLDB Journal (VLDBJ) 2017 (CCF A) [link]
Discovering Newsworthy Themes From Sequenced Data: A Step Towards Computational Journalism
IEEE Transactions on Data and Engineering (TKDE) 2017 (CCF A) [link]
Data-driven Answer Selection in Community QA Systems
IEEE Transactions on Data and Engineering (TKDE) 2017 (CCF A) [link]
Compact Indexing and Judicious Searching for Billion-Scale Microblog Retrieval
ACM Transactions on Information Systems (TOIS) 2017 (CCF A) [link]
Processing Long Queries Against Short Text: Top-k Advertisement Matching in News Stream Applications
ACM Transactions on Information Systems (TOIS) 2017 (CCF A) [link]
Targeted Advertising in Public Transportation Systems with Quantitative Evaluation
ACM Transactions on Information Systems (TOIS) 2017 (CCF A) [link]
Unifying Virtual and Physical Worlds: Learning towards Local and Global Consistency
ACM Transactions on Information Systems (TOIS) 2017 (CCF A) [link]
Influence Maximization in Trajectory Databases
IEEE Transactions on Data and Engineering (TKDE) 2016 (CCF A) [link]
Distribution-Aware Crowdsourced Entity Collection
IEEE Transactions on Data and Engineering (TKDE) 2016 (CCF A) [link]
A Data-Driven and Optimal Bus Scheduling Model with Time-Dependent Traffic and Demand
IEEE Transactions on Intelligent Transportation Systems (TITS) 2016 (IF=2.534) [link]
Towards enhancing the last-mile delivery: An effective crowd-tasking model with scalable solutions
Transportation Research Part E (TRE) 2016 (IF=2.279) [link]
Effective Deep Learning Based Multi-Modal Retrieval
VLDB Journal (VLDBJ) 2015 (Special issue of VLDB 2014 best papers) (CCF A) [link]
A General Framework to Resolve the MisMatch Problem in XML Keyword Search
VLDB Journal (VLDBJ) 2015 (CCF A) [link]
Trajectory Simplification: An Experimental Study and Quality Analysis
VLDB 2018 (CCF A) [pdf]
A Graph-Theoretic Fusion Framework for Unsupervised Entity Resolution
ICDE 2018 (CCF A) [pdf]
Continuous Proximity Detection via Predictive Safe Region Construction
ICDE 2018 (CCF A) [pdf]
OCTOPUS: An Online Topic-Aware Influence Analysis System for Social Networks
ICDE 2018 (demo) (CCF A) [pdf]
MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning
AAAI 2018 (CCF A) [pdf]
Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning
IJCAI 2017 (CCF A)
Matrix Tri-Factorization with Manifold Regularizations for Zero-shot Learning
CVPR 2017 (CCF A)
Event Early Embedding: Predicting Event Volume Dynamics at Early Stage
SIGIR 2017 (short) (CCF A)
Preserving-Ignoring Transformation based Index for Approximate k Nearest Neighbor Search
ICDE 2017 (short) (CCF A)
From Raw Footprints to Personal Interests: Bridging the Semantic Gap via Trip Intention Aggregation
ICDE 2017 (short) (CCF A)
Influence Maximization in Trajectory Databases
ICDE 2017 (extended abstract) (CCF A)
Discovering Your Selling Points: Personalized Social Influential Tag Exploration
SIGMOD 2017 (CCF A) [pdf]
A General and Parallel Platform for Mining Co-Movement Patterns over Large-scale Trajectories
VLDB 2017 (CCF A) [pdf]
Context-Aware Advertisement Recommendation for High-Speed Social News Feeding
ICDE 2016 (CCF A) [pdf]
Personal Recommendation Using Deep Recurrent Neural Network in NetEase
ICDE 2016 (CCF A) [pdf]
Location-Aware Pub/Sub System: When Continuous Moving Queries Meet Dynamic Event Streams
SIGMOD 2015 (CCF A) [pdf]
Real-time Targeted Influence Maximization for Online Advertisements
VLDB 2015 (CCF A) [pdf]
CANDS: Continuous Optimal Navigation via Distributed Stream Processing
VLDB 2015 (CCF A) [pdf]
An Efficient Location-Aware Pub/Sub System.
ICDE 2015 (demo) (CCF A)
Scalable Multimedia Retrieval by Deep Learning Hashing with Relative Similarity Learning
MM 2015 (short) (CCF A)
Supervised Hashing with Pseudo Labels for Scalable Multimedia Retrieval
MM 2015 (short) (CCF A)
Processing Spatial-keyword Query as a Top-k Aggregation Query
SIGIR 2014 (CCF A) [pdf]
An Efficient Publish/Subscribe Index for ECommerce Databases
VLDB 2014 (CCF A) [pdf]
Effective MultiModal Retrieval based on Stacked Auto-Encoders
VLDB 2014 (CCF A) [pdf]
HashFile : An Efficient Index Structure For Multimedia Data
ICDE 2011 (CCF A) [pdf]
A Cross-Service Travel Engine for Trip Planning.
SIGMOD 2011 (demo) (CCF A)
Locating Mapped Resources in Web 2.0
ICDE 2010 (CCF A) [pdf]
Crew: Cross-Modal Resource Searching by Exploiting Wikipedia
MM 2010 (demo) (CCF A)
Keyword Search in Spatial Databases: Towards Searching by Documents
ICDE 2009 (CCF A) [pdf]