Byron Choi

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 78

Top Venues

ICDE

IEEE Trans. Knowl. Data Eng.

Proc. VLDB Endow.

SIGMOD Conference

Publications

Jiaxin Jiang, Byron Choi, Xin Huang, Jianliang Xu, Sourav S. Bhowmick
DKWS: A Distributed System for Keyword Search on Massive Graphs (Extended Abstract). ICDE (2024)
Jiebing Ma, Sourav S. Bhowmick, Lester Tay, Byron Choi
SIERRA: A Counterfactual Thinking-based Visual Interface for Property Graph Query Construction. SIGMOD Conference Companion (2024)
Jiaxin Jiang, Byron Choi, Xin Huang, Jianliang Xu, Sourav S. Bhowmick
DKWS: A Distributed System for Keyword Search on Massive Graphs. IEEE Trans. Knowl. Data Eng. 36 (5) (2024)
Zhifeng Bao, Panagiotis Bouros, Reynold Cheng, Byron Choi, Anton Dignös, Wei Ding, Yixiang Fang, Boyang Han, Jilin Hu, Arijit Khan, Wenqing Lin, Xuemin Lin, Cheng Long, Nikos Mamoulis, Jian Pei, Matthias Renz, Shashi Shekhar, Jieming Shi, Eleni Tzirita Zacharatou, Sibo Wang, Xiao Wang, Xue Wang, Raymond Chi-Wing Wong, Da Yan, Xifeng Yan, Bin Yang, Dezhong Yao, Ce Zhang, Peilin Zhao, Rong Zhu
A Summary of ICDE 2022 Research Session Panels. IEEE Data Eng. Bull. 46 (4) (2023)
Jiebing Ma, Sourav S. Bhowmick, Byron Choi, Lester Tay
Theories and Principles Matter: Towards Visually Appealing and Effective Abstraction of Property Graph Queries. Proc. ACM Manag. Data 1 (2) (2023)
Xuliang Zhu, Xin Huang, Byron Choi, Jianliang Xu, William K. Cheung, Yanchun Zhang, Jiming Liu
Efficient and Optimal Algorithms for Tree Summarization With Weighted Terminologies. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Tsz Nam Chan, Leong Hou U, Byron Choi, Jianliang Xu, Reynold Cheng
Kernel Density Visualization for Big Geospatial Data: Algorithms and Applications. MDM (2023)
Tsz Nam Chan, Leong Hou U, Byron Choi, Jianliang Xu, Reynold Cheng
Large-scale Geospatial Analytics: Problems, Challenges, and Opportunities. SIGMOD Conference Companion (2023)
Lyu Xu, Byron Choi, Yun Peng, Jianliang Xu, Sourav S. Bhowmick
A Framework for Privacy Preserving Localized Graph Pattern Query Processing. Proc. ACM Manag. Data 1 (2) (2023)
Jiaxin Jiang, Byron Choi, Xin Huang, Jianliang Xu, Sourav S. Bhowmick
DKWS: A Distributed System for Keyword Search on Massive Graphs (Complete Version). CoRR (2023)
Sourav S. Bhowmick, Byron Choi
To Draw Is Human: Toward No-Code Subgraph Search. Commun. ACM 66 (7) (2023)
Yun Peng, Byron Choi, Tsz Nam Chan, Jianye Yang, Jianliang Xu
Efficient Approximate Nearest Neighbor Search in Multi-dimensional Databases. Proc. ACM Manag. Data 1 (1) (2023)
Rundong Zuo, Guozhong Li, Byron Choi, Sourav S. Bhowmick, Daphne Ngar-yin Mah, Grace Lai-Hung Wong
SVP-T: A Shape-Level Variable-Position Transformer for Multivariate Time Series Classification. AAAI (2023)
Xuankun Liao, Qing Liu, Jiaxin Jiang, Xin Huang, Jianliang Xu, Byron Choi
Distributed D-core Decomposition over Large Directed Graphs. Proc. VLDB Endow. 15 (8) (2022)
Longxu Sun, Xin Huang, Rong-Hua Li, Byron Choi, Jianliang Xu
Index-Based Intimate-Core Community Search in Large Weighted Graphs. IEEE Trans. Knowl. Data Eng. 34 (9) (2022)
Yun Peng, Byron Choi, Tsz Nam Chan, Jianliang Xu
LAN: Learning-based Approximate k-Nearest Neighbor Search in Graph Databases. ICDE (2022)
Guozhong Li, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Daphne Ngar-yin Mah, Grace Lai-Hung Wong
AUTOSHAPE: An Autoencoder-Shapelet Approach for Time Series Clustering. CoRR (2022)
Tsz Nam Chan, Leong Hou U, Byron Choi, Jianliang Xu
SLAM: Efficient Sweep Line Algorithms for Kernel Density Visualization. SIGMOD Conference (2022)
Guozhong Li, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Kwok-Pan Chun, Grace Lai-Hung Wong
Efficient Shapelet Discovery for Time Series Classification. IEEE Trans. Knowl. Data Eng. 34 (3) (2022)
Peipei Yi, Jianping Li, Byron Choi, Sourav S. Bhowmick, Jianliang Xu
FLAG: Towards Graph Query Autocompletion for Large Graphs. Data Sci. Eng. 7 (2) (2022)
Tsz Nam Chan, Pak Lon Ip, Kaiyan Zhao, Leong Hou U, Byron Choi, Jianliang Xu
LIBKDV: A Versatile Kernel Density Visualization Library for Geospatial Analytics. Proc. VLDB Endow. 15 (12) (2022)
Peipei Yi, Byron Choi, Zhiwei Zhang, Sourav S. Bhowmick, Jianliang Xu
GFocus: User Focus-Based Graph Query Autocompletion. IEEE Trans. Knowl. Data Eng. 34 (4) (2022)
Guozhong Li, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Daphne Ngar-yin Mah, Grace Lai-Hung Wong
IPS: Instance Profile for Shapelet Discovery for Time Series Classification. ICDE (2022)
Sourav S. Bhowmick, Byron Choi
Data-driven Visual Query Interfaces for Graphs: Past, Present, and (Near) Future. SIGMOD Conference (2022)
Li Yan, Nerissa Xu, Guozhong Li, Sourav S. Bhowmick, Byron Choi, Jianliang Xu
SENSOR: Data-driven Construction of Sketch-based Visual Query Interfaces for Time Series Data. Proc. VLDB Endow. 15 (12) (2022)
Zifeng Yuan, Huey-Eng Chua, Sourav S. Bhowmick, Zekun Ye, Byron Choi, Wook-Shin Han
PLAYPEN: Plug-and-Play Visual Graph Query Interfaces for Top-down and Bottom-Up Search on Large Networks. SIGMOD Conference (2022)
Tsz Nam Chan, Leong Hou U, Yun Peng, Byron Choi, Jianliang Xu
Fast Network K-function-based Spatial Analysis. Proc. VLDB Endow. 15 (11) (2022)
Xuankun Liao, Qing Liu, Jiaxin Jiang, Xin Huang, Jianliang Xu, Byron Choi
Distributed D-core Decomposition over Large Directed Graphs. CoRR (2022)
Kai Huang, Huey-Eng Chua, Sourav S. Bhowmick, Byron Choi, Shuigeng Zhou
MIDAS: Towards Efficient and Effective Maintenance of Canned Patterns in Visual Graph Query Interfaces. SIGMOD Conference (2021)
Yun Peng, Byron Choi, Jianliang Xu
Graph Edit Distance Learning via Modeling Optimum Matchings with Constraints. IJCAI (2021)
Tsz Nam Chan, Pak Lon Ip, Leong Hou U, Byron Choi, Jianliang Xu
SWS: A Complexity-Optimized Solution for Spatial-Temporal Kernel Density Visualization. Proc. VLDB Endow. 15 (4) (2021)
Ce Zhang, Cheng Xu, Haixin Wang, Jianliang Xu, Byron Choi
Authenticated Keyword Search in Scalable Hybrid-Storage Blockchains. ICDE (2021)
Zifeng Yuan, Huey-Eng Chua, Sourav S. Bhowmick, Zekun Ye, Wook-Shin Han, Byron Choi
Towards Plug-and-Play Visual Graph Query Interfaces: Data-driven Canned Pattern Selection for Large Networks. Proc. VLDB Endow. 14 (11) (2021)
Tsz Nam Chan, Pak Lon Ip, Leong Hou U, Byron Choi, Jianliang Xu
SAFE: A Share-and-Aggregate Bandwidth Exploration Framework for Kernel Density Visualization. Proc. VLDB Endow. 15 (3) (2021)
Guozhong Li, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Kwok-Pan Chun, Grace Lai-Hung Wong
ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification. AAAI (2021)
Yun Peng, Byron Choi, Jianliang Xu
Graph Learning for Combinatorial Optimization: A Survey of State-of-the-Art. Data Sci. Eng. 6 (2) (2021)
Jiaxin Jiang, Byron Choi, Jianliang Xu, Sourav S. Bhowmick
A Generic Ontology Framework for Indexing Keyword Search on Massive Graphs (Extended Abstract). ICDE (2021)
Yun Peng, Xin Lin, Byron Choi, Bingsheng He
VColor*: a practical approach for coloring large graphs. Frontiers Comput. Sci. 15 (4) (2021)
Jiaxin Jiang, Byron Choi, Jianliang Xu, Sourav S. Bhowmick
A Generic Ontology Framework for Indexing Keyword Search on Massive Graphs. IEEE Trans. Knowl. Data Eng. 33 (6) (2021)
Zifeng Yuan, Huey-Eng Chua, Sourav S. Bhowmick, Zekun Ye, Wook-Shin Han, Byron Choi
Towards Plug-and-Play Visual Graph Query Interfaces: Data-driven Canned Pattern Selection for Large Networks. CoRR (2021)
Xuliang Zhu, Xin Huang, Byron Choi, Jiaxin Jiang, Zhaonian Zou, Jianliang Xu
Budget Constrained Interactive Search for Multiple Targets. Proc. VLDB Endow. 14 (6) (2021)
Lyu Xu, Jiaxin Jiang, Byron Choi, Jianliang Xu, Sourav S. Bhowmick
Privacy Preserving Strong Simulation Queries on Large Graphs. ICDE (2021)
Guozhong Li, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Kwok-Pan Chun, Grace Lai-Hung Wong
Efficient Shapelet Discovery for Time Series Classification (Extended Abstract). ICDE (2021)
Jiaxin Jiang, Xin Huang, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Lyu Xu
PPKWS: An Efficient Framework for Keyword Search on Public-Private Networks. ICDE (2020)
Xuliang Zhu, Xin Huang, Byron Choi, Jiaxin Jiang, Zhaonian Zou, Jianliang Xu
Budget Constrained Interactive Search for Multiple Targets. CoRR (2020)
Sourav S. Bhowmick, Kai Huang, Huey-Eng Chua, Zifeng Yuan, Byron Choi, Shuigeng Zhou
AURORA: Data-driven Construction of Visual Graph Query Interfaces for Graph Databases. SIGMOD Conference (2020)
Guozhong Li, Byron Choi, Sourav S. Bhowmick, Grace Lai-Hung Wong, Kwok-Pan Chun, Shiwen Li
Visualet: Visualizing Shapelets for Time Series Classification. CIKM (2020)
Yun Peng, Byron Choi, Jianliang Xu
Graph Embedding for Combinatorial Optimization: A Survey. CoRR (2020)
Xuliang Zhu, Xin Huang, Jinbin Huang, Byron Choi, Jianliang Xu
HDAG-Explorer: A System for Hierarchical DAG Summarization and Exploration. Proc. VLDB Endow. 13 (12) (2020)
Yinglong Song, Huey-Eng Chua, Sourav S. Bhowmick, Byron Choi, Shuigeng Zhou
BOOMER: A Tool for Blending Visual P-Homomorphic Queries on Large Networks. SIGMOD Conference (2020)
Chaohui Wang, Miao Xie, Sourav S. Bhowmick, Byron Choi, Xiaokui Xiao, Shuigeng Zhou
FERRARI: an efficient framework for visual exploratory subgraph search in graph databases. VLDB J. 29 (5) (2020)
Xuliang Zhu, Xin Huang, Byron Choi, Jianliang Xu, William K. Cheung, Yanchun Zhang, Jiming Liu
Ontology-based Graph Visualization for Summarized View. CoRR (2020)
Xuliang Zhu, Xin Huang, Byron Choi, Jianliang Xu
Top-k Graph Summarization on Hierarchical DAGs. CIKM (2020)
Chaohui Wang, Miao Xie, Sourav S. Bhowmick, Byron Choi, Xiaokui Xiao, Shuigeng Zhou
An Indexing Framework for Efficient Visual Exploratory Subgraph Search in Graph Databases. ICDE (2019)
Zhiwei Zhang, Hao Wei, Jianliang Xu, Byron Choi
GScan: Exploiting Sequential Scans for Subgraph Matching. DASFAA (3) (2019)
Ce Zhang, Cheng Xu, Jianliang Xu, Yuzhe Richard Tang, Byron Choi
GEM^2-Tree: A Gas-Efficient Structure for Authenticated Range Queries in Blockchain. ICDE (2019)
Nathan Ng, Peipei Yi, Zhiwei Zhang, Byron Choi, Sourav S. Bhowmick, Jianliang Xu
FGreat: Focused Graph Query Autocompletion. ICDE (2019)
Zhiwei Zhang, Xin Huang, Jianliang Xu, Byron Choi, Zechao Shang
Keyword-Centric Community Search. ICDE (2019)
Kai Huang, Huey-Eng Chua, Sourav S. Bhowmick, Byron Choi, Shuigeng Zhou
CATAPULT: Data-driven Selection of Canned Patterns for Efficient Visual Graph Query Formulation. SIGMOD Conference (2019)
Cheng Xu, Jianliang Xu, Byron Choi
Distributed kNN Query Authentication. MDM (2018)
Xin Huang, Jiaxin Jiang, Byron Choi, Jianliang Xu, Zhiwei Zhang, Yunya Song
PP-DBLP: Modeling and Generating Attributed Public-Private Networks with DBLP. ICDM Workshops (2018)
Guozhong Li, Nathan Ng, Peipei Yi, Zhiwei Zhang, Byron Choi
Answering the Why-Not Questions of Graph Query Autocompletion. DASFAA (1) (2018)
Yinglong Song, Huey-Eng Chua, Sourav S. Bhowmick, Byron Choi, Shuigeng Zhou
BOOMER: Blending Visual Formulation and Processing of P -Homomorphic Queries on Large Networks. SIGMOD Conference (2018)
Xin Lin, Yun Peng, Jianliang Xu, Byron Choi
Human-Powered Data Cleaning for Probabilistic Reachability Queries on Uncertain Graphs. ICDE (2018)
Xin Huang, Jiaxin Jiang, Byron Choi, Jianliang Xu, Zhiwei Zhang, Yunya Song
PP-DBLP: Modeling and Generating Attributed Public-Private Networks with DBLP. CoRR (2018)
Kai Huang, Sourav S. Bhowmick, Shuigeng Zhou, Byron Choi
PICASSO: Exploratory Search of Connected Subgraph Substructures in Graph Databases. Proc. VLDB Endow. 10 (12) (2017)
Sourav S. Bhowmick, Byron Choi, Chengkai Li
Graph Querying Meets HCI: State of the Art and Future Directions. SIGMOD Conference (2017)
Haibo Hu, Qian Chen, Jianliang Xu, Byron Choi
Assuring Spatio-Temporal Integrity on Mobile Devices with Minimum Location Disclosure. IEEE Trans. Mob. Comput. 16 (11) (2017)
Xin Huang, Byron Choi, Jianliang Xu, William K. Cheung, Yanchun Zhang, Jiming Liu
Ontology-based Graph Visualization for Summarized View. CIKM (2017)
Xin Lin, Yun Peng, Byron Choi, Jianliang Xu
Human-Powered Data Cleaning for Probabilistic Reachability Queries on Uncertain Graphs. IEEE Trans. Knowl. Data Eng. 29 (7) (2017)
Sourav S. Bhowmick, Huey-Eng Chua, Byron Choi, Curtis E. Dyreson
VISUAL: Simulation of Visual Subgraph Query Formulation to Enable Automated Performance Benchmarking. IEEE Trans. Knowl. Data Eng. 29 (8) (2017)
Peipei Yi, Byron Choi, Sourav S. Bhowmick, Jianliang Xu
AutoG: a visual query autocompletion framework for graph databases. VLDB J. 26 (3) (2017)
Yun Peng, Byron Choi, Bingsheng He, Shuigeng Zhou, Ruzhi Xu, Xiaohui Yu
VColor: A practical vertex-cut based approach for coloring large graphs. ICDE (2016)
Yafei Li, Rui Chen, Jianliang Xu, Qiao Huang, Haibo Hu, Byron Choi
Geo-Social K-Cover Group queries for collaborative spatial computing. ICDE (2016)
Jiaxin Jiang, Peipei Yi, Byron Choi, Zhiwei Zhang, Xiaohui Yu
Privacy-Preserving Reachability Query Services for Massive Networks. CIKM (2016)
Peipei Yi, Byron Choi, Sourav S. Bhowmick, Jianliang Xu
AutoG: A Visual Query Autocompletion Framework for Graph Databases. Proc. VLDB Endow. 9 (13) (2016)
Zhe Fan, Byron Choi, Qian Chen, Jianliang Xu, Haibo Hu, Sourav S. Bhowmick
Structure-preserving subgraph query services. ICDE (2016)
Sourav S. Bhowmick, Byron Choi, Curtis E. Dyreson
Data-driven Visual Graph Query Interface Construction and Maintenance: Challenges and Opportunities. Proc. VLDB Endow. 9 (12) (2016)
Yun Peng, Zhe Fan, Byron Choi, Jianliang Xu, Sourav S. Bhowmick
Authenticated Subgraph Similarity Searchin Outsourced Graph Databases. IEEE Trans. Knowl. Data Eng. 27 (7) (2015)
Dingming Wu, Byron Choi, Jianliang Xu, Christian S. Jensen
Authentication of Moving Top-k Spatial Keyword Queries. IEEE Trans. Knowl. Data Eng. 27 (4) (2015)
Yafei Li, Rui Chen, Jianliang Xu, Qiao Huang, Haibo Hu, Byron Choi
Geo-Social K-Cover Group Queries for Collaborative Spatial Computing. IEEE Trans. Knowl. Data Eng. 27 (10) (2015)
Xiaojing Xie, Zhe Fan, Byron Choi, Peipei Yi, Sourav S. Bhowmick, Shuigeng Zhou
PIGEON: Progress indicator for subgraph queries. ICDE (2015)
Zhe Fan, Byron Choi, Jianliang Xu, Sourav S. Bhowmick
Asymmetric structure-preserving subgraph queries for large graphs. ICDE (2015)
Sourav S. Bhowmick, Huey-Eng Chua, Benji Thian, Byron Choi
ViSual: An HCI-inspired simulator for blending visual subgraph query construction and processing. ICDE (2015)
Sourav S. Bhowmick, Curtis E. Dyreson, Byron Choi, Min-Hwee Ang
Interruption-Sensitive Empty Result Feedback: Rethinking the Visual Query Feedback Paradigm for Semistructured Data. CIKM (2015)
Zhe Fan, Byron Choi, Qian Chen, Jianliang Xu, Haibo Hu, Sourav S. Bhowmick
Structure-Preserving Subgraph Query Services. IEEE Trans. Knowl. Data Eng. 27 (8) (2015)
Jinbo Zhang, Sourav S. Bhowmick, Hong H. Nguyen, Byron Choi, Feida Zhu
DaVinci: Data-driven visual interface construction for subgraph search in graph databases. ICDE (2015)
Shen Gao, Jianliang Xu, Theo Härder, Bingsheng He, Byron Choi, Haibo Hu
PCMLogging: Optimizing Transaction Logging and Recovery Performance with PCM. IEEE Trans. Knowl. Data Eng. 27 (12) (2015)
Yun Peng, Byron Choi, Jianliang Xu, Haibo Hu, Sourav S. Bhowmick
Side-Effect Estimation: A Filtering Approach to the View Update Problem. IEEE Trans. Knowl. Data Eng. 26 (9) (2014)
Haibo Hu, Jianliang Xu, Xizhong Xu, Kexin Pei, Byron Choi, Shuigeng Zhou
Private search on key-value stores with hierarchical indexes. ICDE (2014)
Eric Lo, Nick Cheng, Wilfred W. K. Lin, Wing-Kai Hon, Byron Choi
MyBenchmark: generating databases for query workloads. VLDB J. 23 (6) (2014)
Yafei Li, Dingming Wu, Jianliang Xu, Byron Choi, Weifeng Su
Spatial-aware interest group queries in location-based social networks. Data Knowl. Eng. 92 (2014)
Shuxiang Yin, Zhe Fan, Peipei Yi, Byron Choi, Jianliang Xu, Shuigeng Zhou
Privacy-Preserving Reachability Query Services. DASFAA (1) (2014)
Rui Chen, Yun Peng, Byron Choi, Jianliang Xu, Haibo Hu
A private DNA motif finding algorithm. J. Biomed. Informatics 50 (2014)
Ho Hoang Hung, Sourav S. Bhowmick, Ba Quan Truong, Byron Choi, Shuigeng Zhou
QUBLE: towards blending interactive visual subgraph search queries on large networks. VLDB J. 23 (3) (2014)
Dingming Wu, Yafei Li, Byron Choi, Jianliang Xu
Social-Aware Top-k Spatial Keyword Search. MDM (1) (2014)
Zhe Fan, Yun Peng, Byron Choi, Jianliang Xu, Sourav S. Bhowmick
Towards Efficient Authenticated Subgraph Query Service in Outsourced Graph Databases. IEEE Trans. Serv. Comput. 7 (4) (2014)
Yu Li, Sai Tung On, Jianliang Xu, Byron Choi, Haibo Hu
Optimizing Nonindexed Join Processing in Flash Storage-Based Systems. IEEE Trans. Computers 62 (7) (2013)
Ho Hoang Hung, Sourav S. Bhowmick, Ba Quan Truong, Byron Choi, Shuigeng Zhou
QUBLE: blending visual subgraph query formulation with query processing on large networks. SIGMOD Conference (2013)
Liyan Song, Yun Peng, Byron Choi, Jianliang Xu, Bingsheng He
Spectral Decomposition for Optimal Graph Index Prediction. PAKDD (1) (2013)

Byron Choi.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Byron Choi