Dongxiang Zhang

Orcid: 0000-0002-9964-2470

According to our database1, Dongxiang Zhang authored at least 135 papers between 2009 and 2026.

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Timeline

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Bibliography

2026
Efficient discovery of co-movement patterns from video data.
VLDB J., March, 2026

Unveiling Logic Bugs in SPJG Query Optimizations within DBMS.
ACM Trans. Database Syst., March, 2026

Efficient and Accurate Cross-Camera Vehicle Trajectory Recovery.
IEEE Trans. Knowl. Data Eng., February, 2026

TCM-tracking: Real-time cross-modal interactive RGBT tracking based on temporal correlation.
Image Vis. Comput., 2026

DeepOR: A Deep Reasoning Foundation Model for Optimization Modeling.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025
AI-powered smart hydrological measurement using deep vision integrated with BeiDou high precision positioning.
Discov. Artif. Intell., December, 2025

EDRMM: enhancing drug recommendation via multi-granularity and multi-attribute representation.
BMC Bioinform., December, 2025

Twisted Twin: A Collaborative and Competitive Memory Management Approach in HTAP Systems.
Proc. VLDB Endow., June, 2025

High-Throughput Ingestion for Video Warehouse: Comprehensive Configuration and Effective Exploration.
Proc. ACM Manag. Data, June, 2025

Adda: Towards Efficient in-Database Feature Generation via LLM-based Agents.
Proc. ACM Manag. Data, June, 2025

Mining Platoon Patterns from Traffic Videos.
Proc. VLDB Endow., February, 2025

MorphingDB: A Task-Centric AI-Native DBMS for Model Management and Inference.
Proc. ACM Manag. Data, 2025

Query-Aware Path Inference from Spatial Videos.
Proc. ACM Manag. Data, 2025

Cross-domain segmentation network based on gating feature fusion with decoupled attention.
J. Electronic Imaging, 2025

A Survey of Optimization Modeling Meets LLMs: Progress and Future Directions.
Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

AUE: A Normalized Energy Efficiency Metric for AI Servers Under LLM Workloads.
Proceedings of the 31th IEEE International Conference on Parallel and Distributed Systems, 2025

Improving the Energy Efficiency of AI Clusters Through Variability-Aware Frequency Scaling and Task Allocation.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2025

2024
When Quantum Computing Meets Database: A Hybrid Sampling Framework for Approximate Query Processing.
IEEE Trans. Knowl. Data Eng., December, 2024

Revisiting CNNs for Trajectory Similarity Learning.
Proc. VLDB Endow., December, 2024

Predictive and Near-Optimal Sampling for View Materialization in Video Databases.
Proc. ACM Manag. Data, February, 2024

Enhancing LLM Reasoning via Vision-Augmented Prompting.
Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

TWIST: Text-only Weakly Supervised Scene Text Spotting Using Pseudo Labels.
Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024

ReCTSi: Resource-efficient Correlated Time Series Imputation via Decoupled Pattern Learning and Completeness-aware Attentions.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

PREACT: Predictive Resource Allocation for Bursty Workloads in a Co-located Data Center.
Proceedings of the 53rd International Conference on Parallel Processing, 2024

Chain-of-Experts: When LLMs Meet Complex Operations Research Problems.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Language Models-enhanced Semantic Topology Representation Learning For Temporal Knowledge Graph Extrapolation.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Sampling-Resilient Multi-Object Tracking.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Rethinking Learned Cost Models: Why Start from Scratch?
Proc. ACM Manag. Data, December, 2023

Co-movement Pattern Mining from Videos.
Proc. VLDB Endow., November, 2023

SQUID: subtrajectory query in trillion-scale GPS database.
VLDB J., July, 2023

A deep reinforcement learning agent for geometry online tutoring.
Knowl. Inf. Syst., April, 2023

DoveDB: A Declarative and Low-Latency Video Database.
Proc. VLDB Endow., 2023

A Demonstration of DLBD: Database Logic Bug Detection System.
Proc. VLDB Endow., 2023

Detecting Logic Bugs of Join Optimizations in DBMS.
Proc. ACM Manag. Data, 2023

Visual Matching is Enough for Scene Text Retrieval.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

TLM: Token-Level Masking for Transformers.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Neural TSP Solver with Progressive Distillation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Human-in-the-Loop Vehicle ReID.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Towards One-Size-Fits-Many: Multi-Context Attention Network for Diversity of Entity Resolution Tasks.
IEEE Trans. Knowl. Data Eng., 2022

Unsupervised Entity Resolution With Blocking and Graph Algorithms.
IEEE Trans. Knowl. Data Eng., 2022

Continuous Trajectory Similarity Search for Online Outlier Detection.
IEEE Trans. Knowl. Data Eng., 2022

Enhancing Seq2seq Math Word Problem Solver with Entity Information and Math Knowledge.
Proceedings of the Web Information Systems Engineering - WISE 2022, 2022

Programming Knowledge Tracing: A Comprehensive Dataset and A New Model.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Continuous Trajectory Similarity Search for Online Outlier Detection (Extended Abstract).
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Optimizing Resource Allocation for Data-Parallel Jobs Via GCN-Based Prediction.
IEEE Trans. Parallel Distributed Syst., 2021

Scene Categorization by Deeply Learning Gaze Behavior in a Semisupervised Context.
IEEE Trans. Cybern., 2021

GNEM: A Generic One-to-Set Neural Entity Matching Framework.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Meta-Learning Adversarial Domain Adaptation Network for Few-Shot Text Classification.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Enhancing Balanced Graph Edge Partition with Effective Local Search.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Towards Automatic Construction of Diverse, High-Quality Image Datasets.
IEEE Trans. Knowl. Data Eng., 2020

Trajectory Forecasting With Neural Networks: An Empirical Evaluation and A New Hybrid Model.
IEEE Trans. Intell. Transp. Syst., 2020

The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Multi-Context Attention for Entity Matching.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

AUDITOR: A System Designed for Automatic Discovery of Complex Integrity Constraints in Relational Databases.
Proceedings of the 2020 International Conference on Management of Data, 2020

ReLoca: Optimize Resource Allocation for Data-parallel Jobs using Deep Learning.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

2019
Embedding and predicting the event at early stage.
World Wide Web, 2019

Distribution-Aware Crowdsourced Entity Collection.
IEEE Trans. Knowl. Data Eng., 2019

Information fusion in visual question answering: A Survey.
Inf. Fusion, 2019

Special Issue of APWeb-WAIM 2019.
Data Sci. Eng., 2019

One Network for Multi-Domains: Domain Adaptive Hashing with Intersectant Generative Adversarial Network.
CoRR, 2019

A Collaborative Learning Framework to Tag Refinement for Points of Interest.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

One Network for Multi-Domains: Domain Adaptive Hashing with Intersectant Generative Adversarial Networks.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Sequence-To-Sequence Domain Adaptation Network for Robust Text Image Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

NAD: Neural Network Aided Design for Textile Pattern Generation.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Modeling Intra-Relation in Math Word Problems with Different Functional Multi-Head Attentions.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Template-Based Math Word Problem Solvers with Recursive Neural Networks.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Perceptual Pyramid Adversarial Networks for Text-to-Image Synthesis.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Indexing in Pub/Sub Systems.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

A graph based method for constructing popular routes with check-ins.
World Wide Web, 2018

Personalized semantic trajectory privacy preservation through trajectory reconstruction.
World Wide Web, 2018

Augmented keyword search on spatial entity databases.
VLDB J., 2018

CO<sup>2</sup>: Inferring Personal Interests From Raw Footprints by Connecting the Offline World with the Online World.
ACM Trans. Inf. Syst., 2018

Trajectory Simplification: An Experimental Study and Quality Analysis.
Proc. VLDB Endow., 2018

Translating a Math Word Problem to an Expression Tree.
CoRR, 2018

The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers.
CoRR, 2018

AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics.
Proceedings of the 2018 International Conference on Management of Data, 2018

Coarse-to-fine Image Co-segmentation with Intra and Inter Rank Constraints.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Comparison of Wind Speed from Quikscat, Ascat, Windsat, Era-Interim Reanalysis and Ship Measurements Over the China Sea.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Low-to-Moderate Wind Speed Retrieval from Sentenel-L Dual-Polarized Sar Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Graph-Theoretic Fusion Framework for Unsupervised Entity Resolution.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Continuous Proximity Detection via Predictive Safe Region Construction.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

OCTOPUS: An Online Topic-Aware Influence Analysis System for Social Networks.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

CRAN: A Hybrid CNN-RNN Attention-Based Model for Text Classification.
Proceedings of the Conceptual Modeling - 37th International Conference, 2018

Translating Math Word Problem to Expression Tree.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

SAQP++: Bridging the Gap between Sampling-Based Approximate Query Processing and Aggregate Precomputation.
Proceedings of the Third IEEE International Conference on Data Science in Cyberspace, 2018

MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Distributed shortest path query processing on dynamic road networks.
VLDB J., 2017

Compact Indexing and Judicious Searching for Billion-Scale Microblog Retrieval.
ACM Trans. Inf. Syst., 2017

Processing Long Queries Against Short Text: Top-<i>k</i> Advertisement Matching in News Stream Applications.
ACM Trans. Inf. Syst., 2017

Targeted Advertising in Public Transportation Systems with Quantitative Evaluation.
ACM Trans. Inf. Syst., 2017

Unifying Virtual and Physical Worlds: Learning Toward Local and Global Consistency.
ACM Trans. Inf. Syst., 2017

Data-Driven Answer Selection in Community QA Systems.
IEEE Trans. Knowl. Data Eng., 2017

Discovering Newsworthy Themes from Sequenced Data: A Step Towards Computational Journalism.
IEEE Trans. Knowl. Data Eng., 2017

A Data-Driven and Optimal Bus Scheduling Model With Time-Dependent Traffic and Demand.
IEEE Trans. Intell. Transp. Syst., 2017

Towards Automatic Construction of Diverse, High-quality Image Dataset.
CoRR, 2017

Discovering Your Selling Points: Personalized Social Influential Tags Exploration.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Event Early Embedding: Predicting Event Volume Dynamics at Early Stage.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

An Efficient Online Approach for Direction-Preserving Trajectory Simplification with Interval Bounds.
Proceedings of the 18th IEEE International Conference on Mobile Data Management, 2017

Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Preserving-Ignoring Transformation Based Index for Approximate k Nearest Neighbor Search.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

From Raw Footprints to Personal Interests: Bridging the Semantic Gap via Trip Intention Aggregation.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Influence Maximization in Trajectory Databases.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

An Iterative Refinement Framework for Image Document Binarization with Bhattacharyya Similarity Measure.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Robust Math Formula Recognition in Degraded Chinese Document Images.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Matrix Tri-Factorization with Manifold Regularizations for Zero-Shot Learning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Effective deep learning-based multi-modal retrieval.
VLDB J., 2016

A General and Parallel Platform for Mining Co-Movement Patterns over Large-scale Trajectories.
Proc. VLDB Endow., 2016

L<sub>2, p</sub>-norm and sample constraint based feature selection and classification for AD diagnosis.
Neurocomputing, 2016

Personal recommendation using deep recurrent neural networks in NetEase.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Context-aware advertisement recommendation for high-speed social news feeding.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

An Online Approach for Direction-Based Trajectory Compression with Error Bound Guarantee.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015
A general framework to resolve the MisMatch problem in XML keyword search.
VLDB J., 2015

Real-time Targeted Influence Maximization for Online Advertisements.
Proc. VLDB Endow., 2015

Location-Aware Pub/Sub System: When Continuous Moving Queries Meet Dynamic Event Streams.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Supervised Hashing with Pseudo Labels for Scalable Multimedia Retrieval.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Scalable Multimedia Retrieval by Deep Learning Hashing with Relative Similarity Learning.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Elaps: An efficient location-aware pub/sub system.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Personalized Knowledge Visualization in Twitter.
Proceedings of the Conceptual Modeling - 34th International Conference, 2015

2014
An Efficient Publish/Subscribe Index for ECommerce Databases.
Proc. VLDB Endow., 2014

CANDS: Continuous Optimal Navigation via Distributed Stream Processing.
Proc. VLDB Endow., 2014

Effective Multi-Modal Retrieval based on Stacked Auto-Encoders.
Proc. VLDB Endow., 2014

Processing spatial keyword query as a top-k aggregation query.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Virtual assembly of chemical equipment.
Proceedings of the 2nd International Conference on Systems and Informatics, 2014

2013
Nearest group queries.
Proceedings of the Conference on Scientific and Statistical Database Management, 2013

Efficient Bulk Loading to Accelerate Spatial Keyword Queries.
Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013

Scalable top-k spatial keyword search.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

2012
Efficient Spatial Keyword Search in Trajectory Databases
CoRR, 2012

2011
A cross-service travel engine for trip planning.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

HashFile: An efficient index structure for multimedia data.
Proceedings of the 27th International Conference on Data Engineering, 2011

2010
Crew: cross-modal resource searching by exploiting wikipedia.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Locating mapped resources in Web 2.0.
Proceedings of the 26th International Conference on Data Engineering, 2010

2009
Keyword Search in Spatial Databases: Towards Searching by Document.
Proceedings of the 25th International Conference on Data Engineering, 2009

MarcoPolo: a community system for sharing and integrating travel information on maps.
Proceedings of the EDBT 2009, 2009


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