PPaperPicks

Wen-Chih Peng

18 papers at tracked venues · 10 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×5CIKM ×3ACL ×2AAMAS ×1ECML-PKDD ×1EMNLP ×1ICDE ×1IJCAI ×1NeurIPS ×1SIGIR ×1WSDM ×1

Frequent coauthors

Kuang-Da Wang
×10
Wei-Yao Wang
×10
Ching Chang
×5
Tien-Fu Chen
×3
Ping-Chun Hsieh
×2
Cong-Tinh Dao
×2
Jun-En Ding
×2
Feng Liu
×2
Fang-Ming Hung
×2
Chenwei Wu
×2
Yu-Tse Chen
×2
Yu-Heng Lin
×2

Papers

  1. Adapting to Evolving Data: Test-Time Expert Aggregation for Imbalanced Tabular Regression
    WSDM 2026 ·
    Yung-Chien Wang
    ,
    Kuang-Da Wang
    ,
    Wei-Yao Wang
    , Wen-Chih Peng
  2. Benchmarking Agentic Newswriting via Journalistic Workflows
    ACL 2026 ·
    Yen-Che Chien
    ,
    Kuang-Da Wang
    ,
    Wei-Yao Wang
    , Wen-Chih Peng
  3. APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning
    AAAI 2025 ·
    Hong-Wei Wu
    ,
    Wei-Yao Wang
    ,
    Kuang-Da Wang
    , Wen-Chih Peng
  4. Extending Automatic Machine Translation Evaluation to Book-Length Documents
    EMNLP 2025 ·
    Kuang-Da Wang
    ,
    Shuoyang Ding
    ,
    Chao-Han Huck Yang
    ,
    Ping-Chun Hsieh
    , Wen-Chih Peng,
    Vitaly Lavrukhin
    ,
    Boris Ginsburg
  5. MedPlan: A Two-Stage RAG-Based System for Personalized Medical Plan Generation
    ACL 2025 ·
    Hsin-Ling Hsu
    ,
    Cong-Tinh Dao
    ,
    Luning Wang
    ,
    Zitao Shuai
    ,
    Thao Nguyen Minh Phan
    ,
    Jun-En Ding
    ,
    Chun-Chieh Liao
    ,
    Pengfei Hu
    ,
    Xiaoxue Han
    ,
    Chih-Ho Hsu
    ,
    Dongsheng Luo
    , Wen-Chih Peng,
    Feng Liu
    ,
    Fang-Ming Hung
    ,
    Chenwei Wu
  6. PromptTSS: A Prompting-Based Approach for Interactive Multi-Granularity Time Series Segmentation
    CIKM 2025 ·
    Ching Chang
    ,
    Ming-Chih Lo
    , Wen-Chih Peng,
    Tien-Fu Chen
  7. RallyDiffuser: A Representation-Guided Diffusion Model Framework for Strategic Planning in Badminton
    AAMAS 2025 ·
    Bing-Zhi Ke
    ,
    Kuang-Da Wang
    , Wen-Chih Peng
  8. Template-Based Financial Report Generation in Agentic and Decomposed Information Retrieval
    SIGIR 2025 ·
    Yong-En Tian
    ,
    Yu-Chien Tang
    ,
    Kuang-Da Wang
    ,
    An-Zi Yen
    , Wen-Chih Peng
  9. Time-IMM: A Dataset and Benchmark for Irregular Multimodal Multivariate Time Series
    NeurIPS 2025 ·
    Ching Chang
    ,
    Jeehyun Hwang
    ,
    Yidan Shi
    ,
    Haixin Wang
    ,
    Wei Wang
    , Wen-Chih Peng,
    Tien-Fu Chen
  10. Benchmarking Stroke Forecasting with Stroke-Level Badminton Dataset
    IJCAI 2024 ·
    Wei-Yao Wang
    ,
    Wei-Wei Du
    , Wen-Chih Peng,
    Tsi-Ui Ik
  11. COKE: Causal Discovery with Chronological Order and Expert Knowledge in High Proportion of Missing Manufacturing Data
    CIKM 2024 ·
    Ting-Yun Ou
    ,
    Ching Chang
    , Wen-Chih Peng
  12. MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models
    CIKM 2024 ·
    Phan Nguyen Minh Thao
    ,
    Cong-Tinh Dao
    ,
    Chenwei Wu
    ,
    Jian-Zhe Wang
    ,
    Shun Liu
    ,
    Jun-En Ding
    ,
    David S. Restrepo
    ,
    Feng Liu
    ,
    Fang-Ming Hung
    , Wen-Chih Peng
  13. Offline Imitation of Badminton Player Behavior via Experiential Contexts and Brownian Motion
    ECML-PKDD 2024 ·
    Kuang-Da Wang
    ,
    Wei-Yao Wang
    ,
    Ping-Chun Hsieh
    , Wen-Chih Peng
  14. Root Cause Analysis in Microservice Using Neural Granger Causal Discovery
    AAAI 2024 ·
    Cheng-Ming Lin
    ,
    Ching Chang
    ,
    Wei-Yao Wang
    ,
    Kuang-Da Wang
    , Wen-Chih Peng
  15. SeGA: Preference-Aware Self-Contrastive Learning with Prompts for Anomalous User Detection on Twitter
    AAAI 2024 ·
    Ying-Ying Chang
    ,
    Wei-Yao Wang
    , Wen-Chih Peng
  16. The CoachAI Badminton Environment: A Novel Reinforcement Learning Environment with Realistic Opponents (Student Abstract)
    AAAI 2024 ·
    Kuang-Da Wang
    ,
    Wei-Yao Wang
    ,
    Yu-Tse Chen
    ,
    Yu-Heng Lin
    , Wen-Chih Peng
  17. The CoachAI Badminton Environment: Bridging the Gap between a Reinforcement Learning Environment and Real-World Badminton Games
    AAAI 2024 ·
    Kuang-Da Wang
    ,
    Yu-Tse Chen
    ,
    Yu-Heng Lin
    ,
    Wei-Yao Wang
    , Wen-Chih Peng
  18. TimeDRL: Disentangled Representation Learning for Multivariate Time-Series
    ICDE 2024 ·
    Ching Chang
    ,
    Chiao-Tung Chan
    ,
    Wei-Yao Wang
    , Wen-Chih Peng,
    Tien-Fu Chen