PPaperPicks

Byron Choi

13 papers at tracked venues · 12 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

SIGMOD ×5ICDE ×4AAAI ×1CIKM ×1SIGKDD ×1VLDB ×1

Frequent coauthors

Jianliang Xu
×8
Sourav S. Bhowmick
×7
Jiaxin Jiang
×4
Bingsheng He
×3
Rundong Zuo
×3
Lyu Xu
×2
Xin Huang
×2
Zhaoliang Chen
×2
William K. Cheung
×2
Hong-Ning Dai
×2
Jiming Liu
×2
Kasidis Chanthatrojwong
×2

Papers

  1. ABFlow: Alert Bursting Flow Query in Streaming Temporal Flow Networks
    SIGMOD 2026 ·
    Yunxiang Zhao
    ,
    Lyu Xu
    ,
    Jiaxin Jiang
    , Byron Choi,
    Jianliang Xu
    ,
    Bingsheng He
  2. BAMG: A Block-Aware Monotonic Graph Index for Disk-Based Approximate Nearest Neighbor Search
    ICDE 2026 ·
    Huiling Li
    ,
    Xin Huang
    , Byron Choi,
    Jianliang Xu
  3. Gated Variational Graph Autoencoders as Experts with Competition and Consensus for Multi-view Clustering
    AAAI 2026 ·
    Zhaoliang Chen
    ,
    William K. Cheung
    ,
    Hong-Ning Dai
    , Byron Choi,
    Jiming Liu
  4. Accelerating D-Core Maintenance over Dynamic Directed Graphs
    ICDE 2025 ·
    Xuankun Liao
    ,
    Qing Liu
    ,
    Jiaxin Jiang
    , Byron Choi,
    Bingsheng He
    ,
    Jianliang Xu
  5. Bursting Flow Query on Large Temporal Flow Networks
    SIGMOD 2025 ·
    Lyu Xu
    ,
    Jiaxin Jiang
    , Byron Choi,
    Jianliang Xu
    ,
    Bingsheng He
  6. LICS: Towards Theory-Informed Effective Visual Abstraction of Property Graph Schemas
    SIGMOD 2025 ·
    Kasidis Chanthatrojwong
    ,
    Sourav S. Bhowmick
    , Byron Choi
  7. MSHTrans: Multi-Scale Hypergraph Transformer with Time-Series Decomposition for Temporal Anomaly Detection
    SIGKDD 2025 ·
    Zhaoliang Chen
    ,
    Zhihao Wu
    ,
    William K. Cheung
    ,
    Hong-Ning Dai
    , Byron Choi,
    Jiming Liu
  8. PASCAL: A Theory-Informed Visual Interface for Property Graph Schema Visualization
    SIGMOD 2025 ·
    Kasidis Chanthatrojwong
    ,
    Sourav S. Bhowmick
    , Byron Choi
  9. SDD: Shape-aware Data-driven Attention Mechanism for Time Series Analysis
    CIKM 2025 ·
    Yanyun Cao
    ,
    Rundong Zuo
    ,
    Rui Cao
    , Byron Choi,
    Jianliang Xu
    ,
    Sourav S. Bhowmick
  10. leSAX Index: A Learned SAX Representation Index for Time Series Similarity Search
    ICDE 2025 ·
    Guozhong Li
    , Byron Choi,
    Rundong Zuo
    ,
    Sourav S. Bhowmick
    ,
    Jianliang Xu
  11. DARKER: Efficient Transformer with Data-driven Attention Mechanism for Time Series
    VLDB 2024 ·
    Rundong Zuo
    ,
    Guozhong Li
    ,
    Rui Cao
    , Byron Choi,
    Jianliang Xu
    ,
    Sourav S. Bhowmick
  12. DKWS: A Distributed System for Keyword Search on Massive Graphs (Extended Abstract)
    ICDE 2024 ·
    Jiaxin Jiang
    , Byron Choi,
    Xin Huang
    ,
    Jianliang Xu
    ,
    Sourav S. Bhowmick
  13. SIERRA: A Counterfactual Thinking-based Visual Interface for Property Graph Query Construction
    SIGMOD 2024 ·
    Jiebing Ma
    ,
    Sourav S. Bhowmick
    ,
    Lester Tay
    , Byron Choi