Shuai Ma

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 93

Top Venues

CoRR

ICDE

IEEE Trans. Knowl. Data Eng.

Proc. VLDB Endow.

University of Edinburgh, UK (PHD)

Education History

University of Edinburgh, UK

PHD

Publications

Yanbei Liu, Lianxi Fan, Xiao Wang, Zhitao Xiao, Shuai Ma, Yanwei Pang, Jerry Chun-Wei Lin
HGBER: Heterogeneous Graph Neural Network With Bidirectional Encoding Representation. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Shulei Kuang, Honghui Yang, Zijing Tan, Shuai Ma
Efficient Differential Dependency Discovery. Proc. VLDB Endow. 17 (7) (2024)
Gang Wang, Xiang Li, Ziyi Guo, Dawei Yin, Shuai Ma
SMEC: Scene Mining for E-Commerce. J. Comput. Sci. Technol. 39 (1) (2024)
Yancong Li, Xiaoming Zhang, Bo Zhang, Feiran Huang, Xiaopeng Chen, Ming Lu, Shuai Ma
SANe: Space adaptation network for temporal knowledge graph completion. Inf. Sci. 667 (2024)
Gang Wang, Xiang Li, Ziyi Guo, Dawei Yin, Shuai Ma
SMEC: Scene Mining for E-Commerce. J. Comput. Sci. Technol. 39 (2) (2024)
Yihan Li, Ruifeng Li, Zijing Tan, Weidong Yang, Shuai Ma
Efficient Set-Based Order Dependency Discovery with a Level-Wise Hybrid Strategy. ICDE (2024)
Kun Yan, Lei Ji, Zeyu Wang, Yuntao Wang, Nan Duan, Shuai Ma
Voila-A: Aligning Vision-Language Models with User's Gaze Attention. CoRR (2024)
Kun Yan, Lei Ji, Chenfei Wu, Jian Liang, Ming Zhou, Nan Duan, Shuai Ma
HORIZON: High-Resolution Semantically Controlled Panorama Synthesis. AAAI (2024)
Junfeng Liu, Min Zhou, Shuai Ma, Lujia Pan
MATA*: Combining Learnable Node Matching with A* Algorithm for Approximate Graph Edit Distance Computation. CoRR (2023)
Jixuan Chen, Yifeng Jin, Yihan Li, Zijing Tan, Weidong Yang, Shuai Ma
Effective and Efficient Lexicographical Order Dependency Discovery. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Lei Shi, Yuankai Luo, Shuai Ma, Hanghang Tong, Zhetao Li, Xiatian Zhang, Zhiguang Shan
Mobility Inference on Long-Tailed Sparse Trajectory. ACM Trans. Intell. Syst. Technol. 14 (1) (2023)
Chaoqin Qian, Menglu Li, Zijing Tan, Ai Ran, Shuai Ma
Incremental discovery of denial constraints. VLDB J. 32 (6) (2023)
Bo Zhang, Xiaoming Zhang, Feiran Huang, Ming Lu, Shuai Ma
Deep Kernel Network Embedding. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Yifeng Jin, Zijing Tan, Jixuan Chen, Shuai Ma
Discovery of Approximate Lexicographical Order Dependencies. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
Junfeng Liu, Min Zhou, Shuai Ma, Lujia Pan
MATA*: Combining Learnable Node Matching with A* Algorithm for Approximate Graph Edit Distance Computation. CIKM (2023)
Qinghua Zhao, Shuai Ma, Shuo Ren
KESA: A Knowledge Enhanced Approach To Sentiment Analysis. AACL/IJCNLP (1) (2022)
Qinghua Zhao, Shuai Ma
TraceNet: Tracing and Locating the Key Elements in Sentiment Analysis. CoRR (2022)
Zizhong Meng, Peizhi Wu, Gao Cong, Rong Zhu, Shuai Ma
Unsupervised Selectivity Estimation by Integrating Gaussian Mixture Models and an Autoregressive Model. EDBT (2022)
Kun Yan, Lei Ji, Chenfei Wu, Jianmin Bao, Ming Zhou, Nan Duan, Shuai Ma
Trace Controlled Text to Image Generation. ECCV (36) (2022)
Chaoyue Niu, Fan Wu, Shaojie Tang, Shuai Ma, Guihai Chen
Toward Verifiable and Privacy Preserving Machine Learning Prediction. IEEE Trans. Dependable Secur. Comput. 19 (3) (2022)
Renjie Xiao, Yong'an Yuan, Zijing Tan, Shuai Ma, Wei Wang
Dynamic Functional Dependency Discovery with Dynamic Hitting Set Enumeration. ICDE (2022)
Qinghua Zhao, Shuai Ma, Shuo Ren
KESA: A Knowledge Enhanced Approach For Sentiment Analysis. CoRR (2022)
Qinghua Zhao, Shuai Ma, Yuxuan Lei
Ered: Enhanced Text Representations with Entities and Descriptions. CoRR (2022)
Yahui Sun, Shuai Ma, Bin Cui
Hunting Temporal Bumps in Graphs with Dynamic Vertex Properties. SIGMOD Conference (2022)
Dongsheng Luo, Shuai Ma, Yaowei Yan, Chunming Hu, Xiang Zhang, Jinpeng Huai
A Collective Approach to Scholar Name Disambiguation. IEEE Trans. Knowl. Data Eng. 34 (5) (2022)
Shuai Li, Yue Zhang, Zijing Tan, Shuai Ma
Diversifying repairs of Denial constraint violations. Inf. Syst. 108 (2022)
Renjie Xiao, Zijing Tan, Haojin Wang, Shuai Ma
Fast Approximate Denial Constraint Discovery. Proc. VLDB Endow. 16 (2) (2022)
Renjun Hu, Jingbo Zhou, Xinjiang Lu, Hengshu Zhu, Shuai Ma, Hui Xiong
$\mathsf{NCF}$NCF: A Neural Context Fusion Approach to Raw Mobility Annotation. IEEE Trans. Mob. Comput. 21 (1) (2022)
She Sun, Shuai Ma, Jinghe Song, Wen-Hai Yue, Xuelian Lin, Tiejun Ma
Experiments and Analyses of Anonymization Mechanisms for Trajectory Data Publishing. J. Comput. Sci. Technol. 37 (5) (2022)
Kun Yan, Lei Ji, Chenfei Wu, Jian Liang, Ming Zhou, Nan Duan, Shuai Ma
HORIZON: A High-Resolution Panorama Synthesis Framework. CoRR (2022)
Gang Wang, Ziyi Guo, Xiang Li, Dawei Yin, Shuai Ma
SceneRec: Scene-Based Graph Neural Networks for Recommender Systems. EDBT (2021)
Liang Duan, Shuai Ma, Charu Aggarwal, Saket Sathe
Improving spectral clustering with deep embedding, cluster estimation and metric learning. Knowl. Inf. Syst. 63 (3) (2021)
Kun Yan, Lei Ji, Huaishao Luo, Ming Zhou, Nan Duan, Shuai Ma
Control Image Captioning Spatially and Temporally. ACL/IJCNLP (1) (2021)
Xuelian Lin, Shuai Ma, Jiahao Jiang, Yanchen Hou, Tianyu Wo
Error Bounded Line Simplification Algorithms for Trajectory Compression: An Experimental Evaluation. ACM Trans. Database Syst. 46 (3) (2021)
Shuo Ren, Long Zhou, Shujie Liu, Furu Wei, Ming Zhou, Shuai Ma
SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine Translation. ACL/IJCNLP (1) (2021)
Dongsheng Luo, Shuai Ma, Yaowei Yan, Chunmin Hu, Xiang Zhang, Jinpeng Huai
A Collective Approach to Scholar Name Disambiguation (Extended Abstract). ICDE (2021)
Gang Wang, Ziyi Guo, Xiang Li, Dawei Yin, Shuai Ma
SceneRec: Scene-Based Graph Neural Networks for Recommender Systems. CoRR (2021)
Zhongpu Chen, Bin Yao, Zhi-Jie Wang, Xiaofeng Gao, Shuo Shang, Shuai Ma, Minyi Guo
Flexible Aggregate Nearest Neighbor Queries and its Keyword-Aware Variant on Road Networks. IEEE Trans. Knowl. Data Eng. 33 (12) (2021)
Shuai Ma, Jinpeng Huai
Approximate computation for big data analytics. SIGWEB Newsl. 2021 (Winter) (2021)
Yifeng Jin, Zijing Tan, Weijun Zeng, Shuai Ma
Approximate Order Dependency Discovery. ICDE (2021)
Bin Guo, Yasan Ding, Yueheng Sun, Shuai Ma, Ke Li, Zhiwen Yu
The mass, fake news, and cognition security. Frontiers Comput. Sci. 15 (3) (2021)
Qinghua Zhao, Xu Chen, Hui Zhang, Shuai Ma
D-HAN: Dynamic News Recommendation with Hierarchical Attention Network. CoRR (2021)
Lixiao Zheng, Shuai Ma, Zuxi Chen, Xiangyu Luo
Ensuring the Correctness of Regular Expressions: A Review. Int. J. Autom. Comput. 18 (4) (2021)
Renjun Hu, Yanchi Liu, Yanyan Li, Jingbo Zhou, Shuai Ma, Hui Xiong
Exploiting User Preference and Mobile Peer Influence for Human Mobility Annotation. ACM Trans. Knowl. Discov. Data 14 (6) (2020)
Lixiao Zheng, Shuai Ma, Yuanyang Wang, Gang Lin
String Generation for Testing Regular Expressions. Comput. J. 63 (1) (2020)
Shuo Ren, Shujie Liu, Ming Zhou, Shuai Ma
A Graph-based Coarse-to-fine Method for Unsupervised Bilingual Lexicon Induction. ACL (2020)
Kaiyu Feng, Tao Guo, Gao Cong, Sourav S. Bhowmick, Shuai Ma
SURGE: Continuous Detection of Bursty Regions Over a Stream of Spatial Objects. IEEE Trans. Knowl. Data Eng. 32 (11) (2020)
Zijing Tan, Ai Ran, Shuai Ma, Sheng Qin
Fast Incremental Discovery of Pointwise Order Dependencies. Proc. VLDB Endow. 13 (10) (2020)
Renjun Hu, Xinjiang Lu, Chuanren Liu, Yanyan Li, Hao Liu, Jingjing Gu, Shuai Ma, Hui Xiong
Why We Go Where We Go: Profiling User Decisions on Choosing POIs. IJCAI (2020)
Yue Kou, Derong Shen, Quinn Snell, Dong Li, Tiezheng Nie, Ge Yu, Shuai Ma
Efficient Team Formation in Social Networks based on Constrained Pattern Graph. ICDE (2020)
Shuo Ren, Yu Wu, Shujie Liu, Ming Zhou, Shuai Ma
A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation. ACL (2020)
Shuai Ma, Renjun Hu, Luoshu Wang, Xuelian Lin, Jinpeng Huai
An Efficient Approach to Finding Dense Temporal Subgraphs. IEEE Trans. Knowl. Data Eng. 32 (4) (2020)
Junfeng Liu, Shuai Ma, Renjun Hu, Chunming Hu, Jinpeng Huai
Athena: A Ranking Enabled Scholarly Search System. WSDM (2020)
Shuo Ren, Daya Guo, Shuai Lu, Long Zhou, Shujie Liu, Duyu Tang, Neel Sundaresan, Ming Zhou, Ambrosio Blanco, Shuai Ma
CodeBLEU: a Method for Automatic Evaluation of Code Synthesis. CoRR (2020)
Liang Duan, Charu C. Aggarwal, Shuai Ma, Saket Sathe
Improving Spectral Clustering with Deep Embedding and Cluster Estimation. ICDM (2019)
Shuo Ren, Yu Wu, Shujie Liu, Ming Zhou, Shuai Ma
Explicit Cross-lingual Pre-training for Unsupervised Machine Translation. EMNLP/IJCNLP (1) (2019)
Shuai Ma, Gang Wang, Yansong Feng, Jinpeng Huai
Easy First Relation Extraction with Information Redundancy. EMNLP/IJCNLP (1) (2019)
Shuo Ren, Yu Wu, Shujie Liu, Ming Zhou, Shuai Ma
Explicit Cross-lingual Pre-training for Unsupervised Machine Translation. CoRR (2019)
Shuai Ma, Jinpeng Huai
Approximate Computation for Big Data Analytics. CoRR (2019)
Shuo Ren, Zhirui Zhang, Shujie Liu, Ming Zhou, Shuai Ma
Unsupervised Neural Machine Translation with SMT as Posterior Regularization. CoRR (2019)
Zhongbin Xie, Shuai Ma
Dual-View Variational Autoencoders for Semi-Supervised Text Matching. IJCAI (2019)
Xuelian Lin, Jiahao Jiang, Shuai Ma, Yimeng Zuo, Chunming Hu
One-pass trajectory simplification using the synchronous Euclidean distance. VLDB J. 28 (6) (2019)
Bin Guo, Yasan Ding, Yueheng Sun, Shuai Ma, Ke Li
The Mass, Fake News, and Cognition Security. CoRR (2019)
Shuo Ren, Zhirui Zhang, Shujie Liu, Ming Zhou, Shuai Ma
Unsupervised Neural Machine Translation with SMT as Posterior Regularization. AAAI (2019)
Hui Zhang, Xu Chen, Shuai Ma
Dynamic News Recommendation with Hierarchical Attention Network. ICDM (2019)
Jing Wang, Zichen Liu, Shuai Ma, Nikos Ntarmos, Peter Triantafillou
GC: A Graph Caching System for Subgraph/Supergraph Queries. Proc. VLDB Endow. 11 (12) (2018)
Shuo Ren, Wenhu Chen, Shujie Liu, Mu Li, Ming Zhou, Shuai Ma
Triangular Architecture for Rare Language Translation. CoRR (2018)
Jinhai Zhu, Shuai Ma, Hui Zhang, Chunming Hu, Xiong Li
Incorporating User Grouping into Retweeting Behavior Modeling. DASFAA (1) (2018)
Fan Yang, Junbin Kang, Shuai Ma, Jinpeng Huai
A Highly Non-Volatile Memory Scalable and Efficient File System. ICCD (2018)
Kaiyu Feng, Tao Guo, Gao Cong, Sourav S. Bhowmick, Shuai Ma
SURGE: Continuous Detection of Bursty Regions over a Stream of Spatial Objects. ICDE (2018)
Xiaoming Zhang, Senzhang Wang, Zhoujun Li, Shuai Ma
Landmark Image Retrieval by Jointing Feature Refinement and Multimodal Classifier Learning. IEEE Trans. Cybern. 48 (6) (2018)
Shuai Ma, Jia Li, Chunming Hu, Xudong Liu, Jinpeng Huai
Graph Pattern Matching for Dynamic Team Formation. CoRR (2018)
Bin Yao, Zhongpu Chen, Xiaofeng Gao, Shuo Shang, Shuai Ma, Minyi Guo
Flexible Aggregate Nearest Neighbor Queries in Road Networks. ICDE (2018)
Xuelian Lin, Jiahao Jiang, Shuai Ma, Yimeng Zuo, Chunming Hu
One-Pass Trajectory Simplification Using the Synchronous Euclidean Distance. CoRR (2018)
Shuai Ma, Chen Gong, Renjun Hu, Dongsheng Luo, Chunming Hu, Jinpeng Huai
Query Independent Scholarly Article Ranking. ICDE (2018)
Shuo Ren, Wenhu Chen, Shujie Liu, Mu Li, Ming Zhou, Shuai Ma
Triangular Architecture for Rare Language Translation. ACL (1) (2018)
Xuelian Lin, Shuai Ma, Han Zhang, Tianyu Wo, Jinpeng Huai
One-Pass Error Bounded Trajectory Simplification. Proc. VLDB Endow. 10 (7) (2017)
Kaiyu Feng, Tao Guo, Gao Cong, Sourav S. Bhowmick, Shuai Ma
SURGE: Continuous Detection of Bursty Regions Over a Stream of Spatial Objects. CoRR (2017)
Xuelian Lin, Shuai Ma, Han Zhang, Tianyu Wo, Jinpeng Huai
One-Pass Error Bounded Trajectory Simplification. CoRR (2017)
Liang Duan, Shuai Ma, Charu C. Aggarwal, Tiejun Ma, Jinpeng Huai
An Ensemble Approach to Link Prediction. IEEE Trans. Knowl. Data Eng. 29 (11) (2017)
Jia Li, Yang Cao, Shuai Ma
Relaxing Graph Pattern Matching With Explanations. CIKM (2017)
Shuai Ma, Kaiyu Feng, Jianxin Li, Haixun Wang, Gao Cong, Jinpeng Huai
Proxies for Shortest Path and Distance Queries. ICDE (2017)
Yang Cao, Wenfei Fan, Shuai Ma
Virtual Network Mapping in Cloud Computing: A Graph Pattern Matching Approach. Comput. J. 60 (3) (2017)
Mengxiao Zhu, Charu C. Aggarwal, Shuai Ma, Hui Zhang, Jinpeng Huai
Outlier Detection in Sparse Data with Factorization Machines. CIKM (2017)
Shuai Ma, Renjun Hu, Luoshu Wang, Xuelian Lin, Jinpeng Huai
Fast Computation of Dense Temporal Subgraphs. ICDE (2017)
Shuai Ma, Jia Li, Chunming Hu, Xuelian Lin, Jinpeng Huai
Big graph search: challenges and techniques. Frontiers Comput. Sci. 10 (3) (2016)
Shuai Ma, Kaiyu Feng, Jianxin Li, Haixun Wang, Gao Cong, Jinpeng Huai
Proxies for Shortest Path and Distance Queries. IEEE Trans. Knowl. Data Eng. 28 (7) (2016)
Liang Duan, Charu C. Aggarwal, Shuai Ma, Renjun Hu, Jinpeng Huai
Scaling up Link Prediction with Ensembles. WSDM (2016)
Lei Shi, Sibai Sun, Yuan Xuan, Yue Su, Hanghang Tong, Shuai Ma, Yang Chen
TOPIC: Toward perfect Influence Graph Summarization. ICDE (2016)
Renjun Hu, Charu C. Aggarwal, Shuai Ma, Jinpeng Huai
An embedding approach to anomaly detection. ICDE (2016)
Dongsheng Luo, Chen Gong, Renjun Hu, Liang Duan, Shuai Ma
Ensemble Enabled Weighted PageRank. CoRR (2016)
Haixing Huang, Jinghe Song, Xuelian Lin, Shuai Ma, Jinpeng Huai
TGraph: A Temporal Graph Data Management System. CIKM (2016)
Lixiao Zheng, Shuai Ma, Xiangyu Luo, Tiejun Ma
Single-view determinacy and rewriting completeness for a fragment of XPath queries. Sci. China Inf. Sci. 59 (9) (2016)
Junbin Kang, Benlong Zhang, Tianyu Wo, Weiren Yu, Lian Du, Shuai Ma, Jinpeng Huai
SpanFS: A Scalable File System on Fast Storage Devices. USENIX Annual Technical Conference (2015)
Yang Cao, Wenfei Fan, Shuai Ma
Virtual Network Mapping: A Graph Pattern Matching Approach. BICOD (2015)
Shuai Ma, Liang Duan, Wenfei Fan, Chunming Hu, Wenguang Chen
Extending Conditional Dependencies with Built-in Predicates. IEEE Trans. Knowl. Data Eng. 27 (12) (2015)
Kaiyu Feng, Gao Cong, Sourav S. Bhowmick, Shuai Ma
In search of influential event organizers in online social networks. SIGMOD Conference (2014)
Shuai Ma, Wenfei Fan, Loreto Bravo
Extending inclusion dependencies with conditions. Theor. Comput. Sci. 515 (2014)
Anran Wang, Shuai Ma, Chunming Hu, Jinpeng Huai, Chunyi Peng, Guobin Shen
Enhancing reliability to boost the throughput over screen-camera links. MobiCom (2014)
Shuai Ma, Jia Li, Chunming Hu, Xuelian Lin, Jinpeng Huai
Big Graph Search: Challenges and Techniques. CoRR (2014)

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Publication Activity (10 Years)

Top Topics

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Shuai Ma