PPaperPicks

Zeyi Wen

18 papers at tracked venues · 9 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3370-6053 ↗

Venues

EMNLP ×4AAAI ×3CIKM ×3ACL ×2ICDE ×2CVPR ×1IJCAI ×1NAACL ×1SIGKDD ×1

Frequent coauthors

Minping Chen
×6
Zulong Chen
×4
Chuanfei Xu
×3
Ying Zhou
×3
Jihang Li
×3
Yile Chen
×2
Jian Chen
×2
Bing Xu
×2
Yuebin Xu
×2
Zhiyi Chen
×2
Borui Xu
×2
Yao Chen
×2

Papers

  1. A Better Start: Sensitivity-Aware Warm-Up for Robust and Efficient Fine-Tuning
    AAAI 2026 ·
    Yile Chen
    , Zeyi Wen,
    Jian Chen
    ,
    Jin Huang
  2. Efficient Hyperparameter Optimization for LLM Reinforcement Learning
    ACL 2026 ·
    Minping Chen
    ,
    Bowen Xiao
    ,
    Du Liang
    ,
    Chuxuan Zeng
    , Zeyi Wen
  3. Enhancing Online Recruitment with Category-Aware MoE and LLM-based Data Augmentation
    ACL 2026 ·
    Minping Chen
    ,
    Bing Xu
    ,
    Zulong Chen
    ,
    Chuanfei Xu
    ,
    Ying Zhou
    ,
    Zui Tao
    , Zeyi Wen
  4. Taxon: Hierarchical Tax Code Prediction with Semantically Aligned LLM Expert Guidance
    ICDE 2026 ·
    Jihang Li
    ,
    Qing Liu
    ,
    Zulong Chen
    ,
    Jing Wang
    ,
    Wei Wang
    ,
    Chuanfei Xu
    , Zeyi Wen
  5. EcoTune: Token-Efficient Multi-Fidelity Hyperparameter Optimization for Large Language Model Inference
    EMNLP 2025 ·
    Yuebin Xu
    ,
    Zhiyi Chen
    , Zeyi Wen
  6. Efficient Mask Learning for Language Model Fine-Tuning
    CIKM 2025 ·
    Minping Chen
    ,
    Ruijia Yang
    , Zeyi Wen
  7. Enhancing Talent Search Ranking with Role-Aware Expert Mixtures and LLM-based Fine-Grained Job Descriptions
    EMNLP 2025 ·
    Jihang Li
    ,
    Bing Xu
    ,
    Zulong Chen
    ,
    Chuanfei Xu
    ,
    Minping Chen
    ,
    Suyu Liu
    ,
    Ying Zhou
    , Zeyi Wen
  8. Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance
    NAACL 2025 ·
    Borui Xu
    ,
    Yao Chen
    , Zeyi Wen,
    Weiguo Liu
    ,
    Bingsheng He
  9. KALE: Knowledge Aggregation for Label-free Model Enhancement
    CIKM 2025 ·
    Yuebin Xu
    ,
    Xuemei Peng
    ,
    Zhiyi Chen
    , Zeyi Wen
  10. RAMer: Reconstruction-based Adversarial Model for Multi-party Multi-modal Multi-label Emotion Recognition
    IJCAI 2025 ·
    Xudong Yang
    ,
    Yizhang Zhu
    ,
    Hanfeng Liu
    , Zeyi Wen,
    Nan Tang
    ,
    Yuyu Luo
  11. SEAL: Structure and Element Aware Learning Improves Long Structured Document Retrieval
    EMNLP 2025 ·
    Xinhao Huang
    ,
    Zhibo Ren
    ,
    Yipeng Yu
    ,
    Ying Zhou
    ,
    Zulong Chen
    , Zeyi Wen
  12. ScalaGBM: Memory Efficient GBDT Training for High-Dimensional Data on GPU
    SIGKDD 2025 ·
    Borui Xu
    , Zeyi Wen,
    Yao Chen
    ,
    Weiguo Liu
    ,
    Weng-Fai Wong
    ,
    Bingsheng He
  13. SoLA: Leveraging Soft Activation Sparsity and Low-Rank Decomposition for Large Language Model Compression
    AAAI 2025 ·
    Xinhao Huang
    ,
    You-Liang Huang
    , Zeyi Wen
  14. Tilia: Enhancing LIME with Decision Tree Surrogates
    CIKM 2025 ·
    Jihang Li
    ,
    Jiacheng Qiu
    ,
    Yin-Ping Zhao
    , Zeyi Wen
  15. Towards Efficient Low-Order Hybrid Optimizer for Language Model Fine-Tuning
    AAAI 2025 ·
    Minping Chen
    ,
    You-Liang Huang
    , Zeyi Wen
  16. Efficient Hyperparameter Optimization with Adaptive Fidelity Identification
    CVPR 2024 ·
    Jiantong Jiang
    , Zeyi Wen,
    Atif Bin Mansoor
    ,
    Ajmal Mian
  17. Enhancing the Performance of Bandit-based Hyperparameter Optimization
    ICDE 2024 ·
    Yile Chen
    , Zeyi Wen,
    Jian Chen
    ,
    Jin Huang
  18. Exploiting Careful Design of SVM Solution for Aspect-term Sentiment Analysis
    EMNLP 2024 ·
    Hanfeng Liu
    ,
    Minping Chen
    ,
    Zhenya Zheng
    , Zeyi Wen