Dongxiang Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 100

Top Venues

CoRR

ICDE

Proc. VLDB Endow.

IEEE Trans. Knowl. Data Eng.

Publications

Zepeng Li, Dongxiang Zhang, Sai Wu, Mingli Song, Gang Chen
Sampling-Resilient Multi-Object Tracking. AAAI (2024)
Zhichen Lai, Dalin Zhang, Huan Li, Dongxiang Zhang, Hua Lu, Christian S. Jensen
ReCTSi: Resource-efficient Correlated Time Series Imputation via Decoupled Pattern Learning and Completeness-aware Attentions. KDD (2024)
Ziyang Xiao, Dongxiang Zhang, Yangjun Wu, Lilin Xu, Yuan Jessica Wang, Xiongwei Han, Xiaojin Fu, Tao Zhong, Jia Zeng, Mingli Song, Gang Chen
Chain-of-Experts: When LLMs Meet Complex Operations Research Problems. ICLR (2024)
Lilong Wen, Xiu Tang, Dongxiang Zhang
TWIST: Text-only Weakly Supervised Scene Text Spotting Using Pseudo Labels. ICMR (2024)
Zhihao Chang, Linzhu Yu, Huan Li, Sai Wu, Gang Chen, Dongxiang Zhang
Revisiting CNNs for Trajectory Similarity Learning. CoRR (2024)
Yanchao Xu, Dongxiang Zhang, Shuhao Zhang, Sai Wu, Zexu Feng, Gang Chen
Predictive and Near-Optimal Sampling for View Materialization in Video Databases. Proc. ACM Manag. Data 2 (1) (2024)
Dingyu Yang, Ziyang Xiao, Dongxiang Zhang, Shuhao Zhang, Jian Cao, Gang Chen
PREACT: Predictive Resource Allocation for Bursty Workloads in a Co-located Data Center. ICPP (2024)
Dongxiang Zhang, Teng Ma, Junnan Hu, Yijun Bei, Kian-Lee Tan, Gang Chen
Co-movement Pattern Mining from Videos. CoRR (2023)
Yangjun Wu, Kebin Fang, Dongxiang Zhang, Han Wang, Hao Zhang, Gang Chen
TLM: Token-Level Masking for Transformers. EMNLP (2023)
Xiu Tang, Sai Wu, Dongxiang Zhang, Ziyue Wang, Gongsheng Yuan, Gang Chen
A Demonstration of DLBD: Database Logic Bug Detection System. Proc. VLDB Endow. 16 (12) (2023)
Jiani Yang, Sai Wu, Dongxiang Zhang, Jian Dai, Feifei Li, Gang Chen
Rethinking Learned Cost Models: Why Start from Scratch? Proc. ACM Manag. Data 1 (4) (2023)
Ziyang Xiao, Dongxiang Zhang, Zepeng Li, Sai Wu, Kian-Lee Tan, Gang Chen
DoveDB: A Declarative and Low-Latency Video Database. Proc. VLDB Endow. 16 (12) (2023)
Dongxiang Zhang, Teng Ma, Junnan Hu, Yijun Bei, Kian-Lee Tan, Gang Chen
Co-movement Pattern Mining from Videos. Proc. VLDB Endow. 17 (3) (2023)
Lilong Wen, Yingrong Wang, Dongxiang Zhang, Gang Chen
Visual Matching is Enough for Scene Text Retrieval. WSDM (2023)
Zepeng Li, Dongxiang Zhang, Yanyan Shen, Gang Chen
Human-in-the-Loop Vehicle ReID. AAAI (2023)
Ziyang Xiao, Dongxiang Zhang
A deep reinforcement learning agent for geometry online tutoring. Knowl. Inf. Syst. 65 (4) (2023)
Yangjun Wu, Kebin Fang, Dongxiang Zhang, Han Wang, Hao Zhang, Gang Chen
TLM: Token-Level Masking for Transformers. CoRR (2023)
Dongxiang Zhang, Zhihao Chang, Dingyu Yang, Dongsheng Li, Kian-Lee Tan, Ke Chen, Gang Chen
SQUID: subtrajectory query in trillion-scale GPS database. VLDB J. 32 (4) (2023)
Dongxiang Zhang, Ziyang Xiao, Yuan Wang, Mingli Song, Gang Chen
Neural TSP Solver with Progressive Distillation. AAAI (2023)
Xiu Tang, Sai Wu, Dongxiang Zhang, Feifei Li, Gang Chen
Detecting Logic Bugs of Join Optimizations in DBMS. Proc. ACM Manag. Data 1 (1) (2023)
Lei Li, Dongxiang Zhang, Chengyu Wang, Cheqing Jin, Ming Gao, Aoying Zhou
Enhancing Seq2seq Math Word Problem Solver with Entity Information and Math Knowledge. WISE (2022)
Dongxiang Zhang, Zhihao Chang, Sai Wu, Ye Yuan, Kian-Lee Tan, Gang Chen
Continuous Trajectory Similarity Search for Online Outlier Detection. IEEE Trans. Knowl. Data Eng. 34 (10) (2022)
Dongxiang Zhang, Zepeng Li, Xiaoli Wang, Kian-Lee Tan, Gang Chen
Towards One-Size-Fits-Many: Multi-Context Attention Network for Diversity of Entity Resolution Tasks. IEEE Trans. Knowl. Data Eng. 34 (12) (2022)
Yihuai Lan, Lei Wang, Qiyuan Zhang, Yunshi Lan, Bing Tian Dai, Yan Wang, Dongxiang Zhang, Ee-Peng Lim
MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers. AAAI (2022)
Renyu Zhu, Dongxiang Zhang, Chengcheng Han, Ming Gao, Xuesong Lu, Weining Qian, Aoying Zhou
Programming Knowledge Tracing: A Comprehensive Dataset and A New Model. ICDM (Workshops) (2022)
Dongxiang Zhang, Zhihao Chang, Sai Wu, Ye Yuan, Kian-Lee Tan, Gang Chen
Continuous Trajectory Similarity Search for Online Outlier Detection (Extended Abstract). ICDE (2022)
Yangjun Wu, Han Wang, Dongxiang Zhang, Gang Chen, Hao Zhang
Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling. COLING (2022)
Dongxiang Zhang, Dongsheng Li, Long Guo, Kian-Lee Tan
Unsupervised Entity Resolution With Blocking and Graph Algorithms. IEEE Trans. Knowl. Data Eng. 34 (3) (2022)
Runjin Chen, Yanyan Shen, Dongxiang Zhang
GNEM: A Generic One-to-Set Neural Entity Matching Framework. WWW (2021)
Chengcheng Han, Zeqiu Fan, Dongxiang Zhang, Minghui Qiu, Ming Gao, Aoying Zhou
Meta-Learning Adversarial Domain Adaptation Network for Few-Shot Text Classification. CoRR (2021)
Zhenyu Guo, Mingyu Xiao, Yi Zhou, Dongxiang Zhang, Kian-Lee Tan
Enhancing Balanced Graph Edge Partition with Effective Local Search. AAAI (2021)
Zhiyao Hu, Dongsheng Li, Dongxiang Zhang, Yiming Zhang, Baoyun Peng
Optimizing Resource Allocation for Data-Parallel Jobs Via GCN-Based Prediction. IEEE Trans. Parallel Distributed Syst. 32 (9) (2021)
Chengcheng Han, Zeqiu Fan, Dongxiang Zhang, Minghui Qiu, Ming Gao, Aoying Zhou
Meta-Learning Adversarial Domain Adaptation Network for Few-Shot Text Classification. ACL/IJCNLP (Findings) (2021)
Renyu Zhu, Dongxiang Zhang, Chengcheng Han, Ming Gao, Xuesong Lu, Weining Qian, Aoying Zhou
Programming Knowledge Tracing: A Comprehensive Dataset and A New Model. CoRR (2021)
Yihuai Lan, Lei Wang, Qiyuan Zhang, Yunshi Lan, Bing Tian Dai, Yan Wang, Dongxiang Zhang, Ee-Peng Lim
MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers. CoRR (2021)
Luming Zhang, Ronghua Liang, Jianwei Yin, Dongxiang Zhang, Ling Shao
Scene Categorization by Deeply Learning Gaze Behavior in a Semisupervised Context. IEEE Trans. Cybern. 51 (8) (2021)
Dongxiang Zhang, Yuyang Nie, Sai Wu, Yanyan Shen, Kian-Lee Tan
Multi-Context Attention for Entity Matching. WWW (2020)
Zhiyao Hu, Dongsheng Li, Dongxiang Zhang, Yixin Chen
ReLoca: Optimize Resource Allocation for Data-parallel Jobs using Deep Learning. INFOCOM (2020)
Yazhou Yao, Jian Zhang, Fumin Shen, Li Liu, Fan Zhu, Dongxiang Zhang, Heng Tao Shen
Towards Automatic Construction of Diverse, High-Quality Image Datasets. IEEE Trans. Knowl. Data Eng. 32 (6) (2020)
Yuan Wang, Dongxiang Zhang, Ying Liu, Kian-Lee Tan
Trajectory Forecasting With Neural Networks: An Empirical Evaluation and A New Hybrid Model. IEEE Trans. Intell. Transp. Syst. 21 (10) (2020)
Wentao Hu, Dongxiang Zhang, Dawei Jiang, Sai Wu, Ke Chen, Kian-Lee Tan, Gang Chen
AUDITOR: A System Designed for Automatic Discovery of Complex Integrity Constraints in Relational Databases. SIGMOD Conference (2020)
Dongxiang Zhang, Lei Wang, Luming Zhang, Bing Tian Dai, Heng Tao Shen
The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers. IEEE Trans. Pattern Anal. Mach. Intell. 42 (9) (2020)
Zhenyu Guo, Mingyu Xiao, Yi Zhou, Dongxiang Zhang, Kian-Lee Tan
Enhancing Balanced Graph Edge Partition with Effective Local Search. CoRR (2020)
Dongxiang Zhang, Wei Wang, Bin Cui, Heng Tao Shen
Special Issue of APWeb-WAIM 2019. Data Sci. Eng. 4 (4) (2019)
Tao He, Yuan-Fang Li, Lianli Gao, Dongxiang Zhang, Jingkuan Song
One Network for Multi-Domains: Domain Adaptive Hashing with Intersectant Generative Adversarial Network. CoRR (2019)
Zhifei Pang, Sai Wu, Dongxiang Zhang, Yunjun Gao, Gang Chen
NAD: Neural Network Aided Design for Textile Pattern Generation. CIKM (2019)
Yaping Zhang, Shuai Nie, Wenju Liu, Xing Xu, Dongxiang Zhang, Heng Tao Shen
Sequence-To-Sequence Domain Adaptation Network for Robust Text Image Recognition. CVPR (2019)
Jingbo Zhou, Shan Gou, Renjun Hu, Dongxiang Zhang, Jin Xu, Airong Jiang, Ying Li, Hui Xiong
A Collaborative Learning Framework to Tag Refinement for Points of Interest. KDD (2019)
Lei Wang, Dongxiang Zhang, Jipeng Zhang, Xing Xu, Lianli Gao, Bing Tian Dai, Heng Tao Shen
Template-Based Math Word Problem Solvers with Recursive Neural Networks. AAAI (2019)
Jierui Li, Lei Wang, Jipeng Zhang, Yan Wang, Bing Tian Dai, Dongxiang Zhang
Modeling Intra-Relation in Math Word Problems with Different Functional Multi-Head Attentions. ACL (1) (2019)
Tao He, Yuan-Fang Li, Lianli Gao, Dongxiang Zhang, Jingkuan Song
One Network for Multi-Domains: Domain Adaptive Hashing with Intersectant Generative Adversarial Networks. IJCAI (2019)
Zhiwei Liu, Yang Yang, Zi Huang, Fumin Shen, Dongxiang Zhang, Heng Tao Shen
Embedding and predicting the event at early stage. World Wide Web 22 (3) (2019)
Ju Fan, Zhewei Wei, Dongxiang Zhang, Jingru Yang, Xiaoyong Du
Distribution-Aware Crowdsourced Entity Collection. IEEE Trans. Knowl. Data Eng. 31 (7) (2019)
Lianli Gao, Daiyuan Chen, Jingkuan Song, Xing Xu, Dongxiang Zhang, Heng Tao Shen
Perceptual Pyramid Adversarial Networks for Text-to-Image Synthesis. AAAI (2019)
Dongxiang Zhang, Rui Cao, Sai Wu
Information fusion in visual question answering: A Survey. Inf. Fusion 52 (2019)
Dongxiang Zhang, Lei Wang, Nuo Xu, Bing Tian Dai, Heng Tao Shen
The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers. CoRR (2018)
Dongxiang Zhang, Yuchen Li, Xin Cao, Jie Shao, Heng Tao Shen
Augmented keyword search on spatial entity databases. VLDB J. 27 (2) (2018)
Ying Xu, Dongxiang Zhang, Meihui Zhang, Dongsheng Li, Xiaoling Wang, Heng Tao Shen
Continuous Proximity Detection via Predictive Safe Region Construction. ICDE (2018)
Jinglin Peng, Dongxiang Zhang, Jiannan Wang, Jian Pei
AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics. SIGMOD Conference (2018)
Lei Wang, Dongxiang Zhang, Lianli Gao, Jingkuan Song, Long Guo, Heng Tao Shen
MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning. AAAI (2018)
Long Guo, Dongxiang Zhang, Yuan Wang, Huayu Wu, Bin Cui, Kian-Lee Tan
: Inferring Personal Interests From Raw Footprints by Connecting the Offline World with the Online World. ACM Trans. Inf. Syst. 36 (3) (2018)
Lei Wang, Yan Wang, Deng Cai, Dongxiang Zhang, Xiaojiang Liu
Translating a Math Word Problem to an Expression Tree. CoRR (2018)
Long Guo, Dongxiang Zhang, Lei Wang, Han Wang, Bin Cui
CRAN: A Hybrid CNN-RNN Attention-Based Model for Text Classification. ER (2018)
Dongxiang Zhang, Chao Yang, Kaijun Ren, Jia Liu, Junqiang Song
Comparison of Wind Speed from Quikscat, Ascat, Windsat, Era-Interim Reanalysis and Ship Measurements Over the China Sea. IGARSS (2018)
Lianli Gao, Jingkuan Song, Dongxiang Zhang, Heng Tao Shen
Coarse-to-fine Image Co-segmentation with Intra and Inter Rank Constraints. IJCAI (2018)
Gang Hu, Jie Shao, Zhiyang Ni, Dongxiang Zhang
A graph based method for constructing popular routes with check-ins. World Wide Web 21 (6) (2018)
Dongxiang Zhang, Mingtao Lei, Xiang Zhu
SAQP++: Bridging the Gap between Sampling-Based Approximate Query Processing and Aggregate Precomputation. DSC (2018)
Dongxiang Zhang, Long Guo, Xiangnan He, Jie Shao, Sai Wu, Heng Tao Shen
A Graph-Theoretic Fusion Framework for Unsupervised Entity Resolution. ICDE (2018)
Yan Dai, Jie Shao, Chengbo Wei, Dongxiang Zhang, Heng Tao Shen
Personalized semantic trajectory privacy preservation through trajectory reconstruction. World Wide Web 21 (4) (2018)
Ju Fan, Jiarong Qiu, Yuchen Li, Qingfei Meng, Dongxiang Zhang, Guoliang Li, Kian-Lee Tan, Xiaoyong Du
OCTOPUS: An Online Topic-Aware Influence Analysis System for Social Networks. ICDE (2018)
Lei Wang, Yan Wang, Deng Cai, Dongxiang Zhang, Xiaojiang Liu
Translating Math Word Problem to Expression Tree. EMNLP (2018)
Yang Chao, Dongxiang Zhang, Kaijun Ren, Jia Liu, Chaoxiong Ke
Low-to-Moderate Wind Speed Retrieval from Sentenel-L Dual-Polarized Sar Images. IGARSS (2018)
Dongxiang Zhang, Mengting Ding, Dingyu Yang, Yi Liu, Ju Fan, Heng Tao Shen
Trajectory Simplification: An Experimental Study and Quality Analysis. Proc. VLDB Endow. 11 (9) (2018)
Long Guo, Dongxiang Zhang, Gao Cong, Wei Wu, Kian-Lee Tan
Influence Maximization in Trajectory Databases. ICDE (2017)
Liqiang Nie, Xiaochi Wei, Dongxiang Zhang, Xiang Wang, Zhipeng Gao, Yi Yang
Data-Driven Answer Selection in Community QA Systems. IEEE Trans. Knowl. Data Eng. 29 (6) (2017)
Gang Hu, Jie Shao, Dongxiang Zhang, Yang Yang, Heng Tao Shen
Preserving-Ignoring Transformation Based Index for Approximate k Nearest Neighbor Search. ICDE (2017)
Long Guo, Dongxiang Zhang, Huayu Wu, Bin Cui, Kian-Lee Tan
From Raw Footprints to Personal Interests: Bridging the Semantic Gap via Trip Intention Aggregation. ICDE (2017)
Dongxiang Zhang, Dingyu Yang, Yuan Wang, Kian-Lee Tan, Jian Cao, Heng Tao Shen
Distributed shortest path query processing on dynamic road networks. VLDB J. 26 (3) (2017)
Ning Liu, Dongxiang Zhang, Xing Xu, Wenju Liu, Dengfeng Ke, Long Guo, Shengkun Shi, Hui Liu, Lijiang Chen
An Iterative Refinement Framework for Image Document Binarization with Bhattacharyya Similarity Measure. ICDAR (2017)
Ning Liu, Dongxiang Zhang, Xing Xu, Long Guo, Lijiang Chen, Wenju Liu, Dengfeng Ke
Robust Math Formula Recognition in Degraded Chinese Document Images. ICDAR (2017)
Xing Xu, Fumin Shen, Yang Yang, Dongxiang Zhang, Heng Tao Shen, Jingkuan Song
Matrix Tri-Factorization with Manifold Regularizations for Zero-Shot Learning. CVPR (2017)
Qi Fan, Yuchen Li, Dongxiang Zhang, Kian-Lee Tan
Discovering Newsworthy Themes from Sequenced Data: A Step Towards Computational Journalism. IEEE Trans. Knowl. Data Eng. 29 (7) (2017)
Long Guo, Dongxiang Zhang, Gao Cong, Wei Wu, Kian-Lee Tan
Influence Maximization in Trajectory Databases. IEEE Trans. Knowl. Data Eng. 29 (3) (2017)
Yuchen Li, Ju Fan, Dongxiang Zhang, Kian-Lee Tan
Discovering Your Selling Points: Personalized Social Influential Tags Exploration. SIGMOD Conference (2017)
Dongxiang Zhang, Liqiang Nie, Huanbo Luan, Kian-Lee Tan, Tat-Seng Chua, Heng Tao Shen
Compact Indexing and Judicious Searching for Billion-Scale Microblog Retrieval. ACM Trans. Inf. Syst. 35 (3) (2017)
Yuan Wang, Dongxiang Zhang, Lu Hu, Yang Yang, Loo Hay Lee
A Data-Driven and Optimal Bus Scheduling Model With Time-Dependent Traffic and Demand. IEEE Trans. Intell. Transp. Syst. 18 (9) (2017)
Dongxiang Zhang, Long Guo, Liqiang Nie, Jie Shao, Sai Wu, Heng Tao Shen
Targeted Advertising in Public Transportation Systems with Quantitative Evaluation. ACM Trans. Inf. Syst. 35 (3) (2017)
Jingkuan Song, Zhao Guo, Lianli Gao, Wu Liu, Dongxiang Zhang, Heng Tao Shen
Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning. CoRR (2017)
Dongxiang Zhang, Yuchen Li, Ju Fan, Lianli Gao, Fumin Shen, Heng Tao Shen
Advertisement Matching in News Stream Applications. ACM Trans. Inf. Syst. 35 (3) (2017)
Bingqing Ke, Jie Shao, Dongxiang Zhang
An Efficient Online Approach for Direction-Preserving Trajectory Simplification with Interval Bounds. MDM (2017)
Xiang Wang, Liqiang Nie, Xuemeng Song, Dongxiang Zhang, Tat-Seng Chua
Unifying Virtual and Physical Worlds: Learning Toward Local and Global Consistency. ACM Trans. Inf. Syst. 36 (1) (2017)
Zhiwei Liu, Yang Yang, Zi Huang, Fumin Shen, Dongxiang Zhang, Heng Tao Shen
Event Early Embedding: Predicting Event Volume Dynamics at Early Stage. SIGIR (2017)
Jingkuan Song, Lianli Gao, Zhao Guo, Wu Liu, Dongxiang Zhang, Heng Tao Shen
Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning. IJCAI (2017)
Yazhou Yao, Jian Zhang, Fumin Shen, Dongxiang Zhang, Zhenmin Tang, Heng Tao Shen
Towards Automatic Construction of Diverse, High-quality Image Dataset. CoRR (2017)
Wei Wang, Xiaoyan Yang, Beng Chin Ooi, Dongxiang Zhang, Yueting Zhuang
Effective deep learning-based multi-modal retrieval. VLDB J. 25 (1) (2016)
Sai Wu, Weichao Ren, Chengchao Yu, Gang Chen, Dongxiang Zhang, Jingbo Zhu
Personal recommendation using deep recurrent neural networks in NetEase. ICDE (2016)
Yuchen Li, Dongxiang Zhang, Ziquan Lan, Kian-Lee Tan
Context-aware advertisement recommendation for high-speed social news feeding. ICDE (2016)
Mingxing Zhang, Yang Yang, Hanwang Zhang, Fumin Shen, Dongxiang Zhang
-norm and sample constraint based feature selection and classification for AD diagnosis. Neurocomputing 195 (2016)
Qi Fan, Dongxiang Zhang, Huayu Wu, Kian-Lee Tan
A General and Parallel Platform for Mining Co-Movement Patterns over Large-scale Trajectories. Proc. VLDB Endow. 10 (4) (2016)
Bingqing Ke, Jie Shao, Yi Zhang, Dongxiang Zhang, Yang Yang
An Online Approach for Direction-Based Trajectory Compression with Error Bound Guarantee. APWeb (1) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Dongxiang Zhang