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Peng Wang

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

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Venues

WWW ×3FSE ×2VLDB ×2AAAI ×1ACM MM ×1EMNLP ×1ICDE ×1ICSE ×1SIGKDD ×1SIGMOD ×1

Frequent coauthors

Wei Wang
×12
Xu Zhang
×6
Qitong Wang
×5
Xiaolei Chen
×4
Jia Chen
×4
Jie Shi
×4
Chen Wang
×2
Haoran Xiong
×2
Zhenying He
×2
X. Sean Wang
×2
Zeyu Wang
×2
Yichen Li
×1

Papers

  1. Amortized Predictability-aware Training Framework for Time Series Forecasting and Classification
    WWW 2026 ·
    Xu Zhang
    , Peng Wang,
    Yichen Li
    ,
    Wei Wang
  2. SEMixer: Semantics Enhanced MLP-Mixer for Multiscale Mixing and Long-term Time Series Forecasting
    WWW 2026 ·
    Xu Zhang
    ,
    Qitong Wang
    , Peng Wang,
    Wei Wang
  3. Topic-wise Summarization of Support Ticket Dialogue via LLM
    FSE 2026 ·
    Xiaolei Chen
    ,
    Fengrui Liu
    ,
    Xiao He
    ,
    Tieying Zhang
    , Peng Wang,
    Wei Wang
  4. A Lightweight Sparse Interaction Network for Time Series Forecasting
    AAAI 2025 ·
    Xu Zhang
    ,
    Qitong Wang
    , Peng Wang,
    Wei Wang
  5. Alert Summarization for Online Service Systems by Validating Propagation Paths of Faults
    FSE 2025 ·
    Jia Chen
    ,
    Yuang He
    , Peng Wang,
    Xiaolei Chen
    ,
    Jie Shi
    ,
    Wei Wang
  6. Dialect-SQL: An Adaptive Framework for Bridging the Dialect Gap in Text-to-SQL
    EMNLP 2025 ·
    Jie Shi
    ,
    Xi Cao
    ,
    Bo Xu
    ,
    Jiaqing Liang
    ,
    Yanghua Xiao
    ,
    Jia Chen
    , Peng Wang,
    Wei Wang
  7. EPAS: Efficient Online Log Parsing via Asynchronous Scheduling of LLM Queries
    ICDE 2025 ·
    Xiaolei Chen
    ,
    Jia Chen
    ,
    Jie Shi
    , Peng Wang,
    Wei Wang
  8. Global Feature Enhancing and Fusion Framework for Strain Gauge Status Recognition
    WWW 2025 ·
    Xu Zhang
    , Peng Wang,
    Chen Wang
    ,
    Zhe Xu
    ,
    Xiaohua Nie
    ,
    Wei Wang
  9. Multi-period Learning for Financial Time Series Forecasting
    SIGKDD 2025 ·
    Xu Zhang
    ,
    Zhengang Huang
    ,
    Yunzhi Wu
    ,
    Xun Lu
    ,
    Erpeng Qi
    ,
    Yunkai Chen
    ,
    Zhongya Xue
    ,
    Qitong Wang
    , Peng Wang,
    Wei Wang
  10. Akane: Perplexity-Guided Time Series Data Cleaning
    SIGMOD 2024 ·
    Xiaoyu Han
    ,
    Haoran Xiong
    ,
    Zhenying He
    , Peng Wang,
    Chen Wang
    ,
    X. Sean Wang
  11. CIVET: Exploring Compact Index for Variable-Length Subsequence Matching on Time Series
    VLDB 2024 ·
    Haoran Xiong
    ,
    Hang Zhang
    ,
    Zeyu Wang
    ,
    Zhenying He
    , Peng Wang,
    X. Sean Wang
  12. Enhancing Adaptive Deep Networks for Image Classification via Uncertainty-aware Decision Fusion
    ACM MM 2024 ·
    Xu Zhang
    ,
    Zhipeng Xie
    ,
    Haiyang Yu
    ,
    Qitong Wang
    , Peng Wang,
    Wei Wang
  13. High-precision Online Log Parsing with Large Language Models
    ICSE 2024 ·
    Xiaolei Chen
    ,
    Jie Shi
    ,
    Jia Chen
    , Peng Wang,
    Wei Wang
  14. Steiner-Hardness: A Query Hardness Measure for Graph-Based ANN Indexes
    VLDB 2024 ·
    Zeyu Wang
    ,
    Qitong Wang
    ,
    Xiaoxing Cheng
    , Peng Wang,
    Themis Palpanas
    ,
    Wei Wang