PPaperPicks

Pengfei Wang

Alibaba Group, DAMO Academy, Hangzhou, China

16 papers at tracked venues · 5 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-1075-0684 ↗Google Scholar ↗

Venues

IJCAI ×6ICDM ×3AAAI ×2CIKM ×2WWW ×2ACL ×1

Frequent coauthors

Yuanchun Zhou
×11
Pengyang Wang
×7
Ran Zhang
×5
Ping Xu
×4
Zaitian Wang
×4
Pengjiang Li
×4
Kunpeng Liu
×4
Lu Jiang
×3
Xinhao Zhang
×3
Xuezhi Wang
×3
Zhiyuan Ning
×3
Ziyue Qiao
×2

Papers

  1. Shift-Resilient Diffusive Imputation for Variable Subset Forecasting
    WWW 2026 ·
    Haihua Xu
    ,
    Qi Hao
    ,
    He Zhang
    ,
    Jianpeng Zhao
    ,
    Ziyue Qiao
    ,
    Lu Jiang
    , Pengfei Wang,
    Yingjie Zhou
    ,
    Pengyang Wang
  2. scCluBench: Comprehensive Benchmarking of Clustering Algorithms for Single-Cell RNA Sequencing
    AAAI 2026 ·
    Ping Xu
    ,
    Zaitian Wang
    ,
    Zhirui Wang
    ,
    Pengjiang Li
    ,
    Jiajia Wang
    ,
    Ran Zhang
    , Pengfei Wang,
    Yuanchun Zhou
  3. Diversity-oriented Data Augmentation with Large Language Models
    ACL 2025 ·
    Zaitian Wang
    ,
    Jinghan Zhang
    ,
    Xinhao Zhang
    ,
    Kunpeng Liu
    , Pengfei Wang,
    Yuanchun Zhou
  4. DrugBank-2025: An AI-Ready Next-Generation Dataset for Drug-Drug Interaction Prediction
    ICDM 2025 ·
    Ran Zhang
    ,
    Tian Du
    ,
    Xiao Wu
    ,
    Zidan Chen
    ,
    Ping Xu
    ,
    Pengjiang Li
    ,
    Xuezhi Wang
    , Pengfei Wang
  5. Dynamic and Adaptive Feature Generation with LLM
    IJCAI 2025 ·
    Xinhao Zhang
    ,
    Jinghan Zhang
    ,
    Banafsheh Rekabdar
    ,
    Yuanchun Zhou
    , Pengfei Wang,
    Kunpeng Liu
  6. Motif-Oriented Representation Learning with Topology Refinement for Drug-Drug Interaction Prediction
    AAAI 2025 ·
    Ran Zhang
    ,
    Xuezhi Wang
    ,
    Guannan Liu
    ,
    Pengyang Wang
    ,
    Yuanchun Zhou
    , Pengfei Wang
  7. Rethinking Graph Contrastive Learning Through Relative Similarity Preservation
    IJCAI 2025 ·
    Zhiyuan Ning
    , Pengfei Wang,
    Ziyue Qiao
    ,
    Pengyang Wang
    ,
    Yuanchun Zhou
  8. scSiameseClu: A Siamese Clustering Framework for Interpreting Single-cell RNA Sequencing Data
    IJCAI 2025 ·
    Ping Xu
    ,
    Zhiyuan Ning
    ,
    Pengjiang Li
    ,
    Wenhao Liu
    ,
    Pengyang Wang
    ,
    Jiaxu Cui
    ,
    Yuanchun Zhou
    , Pengfei Wang
  9. scUnified: An AI-Ready Standardized Resource for Single-Cell RNA Sequencing Analysis
    ICDM 2025 ·
    Ping Xu
    ,
    Zaitian Wang
    ,
    Zhirui Wang
    ,
    Pengjiang Li
    ,
    Ran Zhang
    ,
    Gaoyang Li
    ,
    Hanyu Xie
    ,
    Jiajia Wang
    ,
    Yuanchun Zhou
    , Pengfei Wang
  10. FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization
    IJCAI 2024 ·
    Zhiyuan Ning
    ,
    Chunlin Tian
    ,
    Meng Xiao
    ,
    Wei Fan
    ,
    Pengyang Wang
    ,
    Li Li
    , Pengfei Wang,
    Yuanchun Zhou
  11. H2D: Hierarchical Heterogeneous Graph Learning Framework for Drug-Drug Interaction Prediction
    CIKM 2024 ·
    Ran Zhang
    ,
    Xuezhi Wang
    ,
    Sheng Wang
    ,
    Kunpeng Liu
    ,
    Yuanchun Zhou
    , Pengfei Wang
  12. Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction
    IJCAI 2024 ·
    Yicheng Zhou
    , Pengfei Wang,
    Hao Dong
    ,
    Denghui Zhang
    ,
    Dingqi Yang
    ,
    Yanjie Fu
    ,
    Pengyang Wang
  13. PIXEL: Prompt-based Zero-shot Hashing via Visual and Textual Semantic Alignment
    CIKM 2024 ·
    Zeyu Dong
    ,
    Qingqing Long
    ,
    Yihang Zhou
    , Pengfei Wang,
    Zhihong Zhu
    ,
    Xiao Luo
    ,
    Yidong Wang
    ,
    Pengyang Wang
    ,
    Yuanchun Zhou
  14. TFWT: Tabular Feature Weighting with Transformer
    IJCAI 2024 ·
    Xinhao Zhang
    ,
    Zaitian Wang
    ,
    Lu Jiang
    ,
    Wanfu Gao
    , Pengfei Wang,
    Kunpeng Liu
  15. Towards Dynamic University Course Timetabling Problem: An Automated Approach Augmented via Reinforcement Learning
    ICDM 2024 ·
    Yanan Xiao
    ,
    XiangLin Li
    ,
    Lu Jiang
    , Pengfei Wang,
    Kaidi Wang
    ,
    Na Luo
  16. Unveiling Delay Effects in Traffic Forecasting: A Perspective from Spatial-Temporal Delay Differential Equations
    WWW 2024 ·
    Qingqing Long
    ,
    Zheng Fang
    ,
    Chen Fang
    ,
    Chong Chen
    , Pengfei Wang,
    Yuanchun Zhou