PPaperPicks

Bingheng Li

12 papers at tracked venues · 11 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×4ICLR ×2ICML ×2SIGKDD ×2NAACL ×1NeurIPS ×1

Frequent coauthors

Jiliang Tang
×6
Zhao Kang
×4
Haitao Mao
×4
Jingzhe Liu
×3
Hui Liu
×3
Yao Ma
×3
Yu Song
×2
Ruiyi Fang
×2
Ruizhi Pu
×2
Qiuhao Zeng
×2
Charles Ling
×2
Boyu Wang
×2

Papers

  1. Learning the Latent Structure: A Feature-Centric Approach to Graph Data Augmentation
    AAAI 2026 ·
    Yu Song
    ,
    Zhigang Hua
    ,
    Yan Xie
    , Bingheng Li,
    Jingzhe Liu
    ,
    Bo Long
    ,
    Jiliang Tang
    ,
    Hui Liu
  2. Homophily Enhanced Graph Domain Adaptation
    ICML 2025 ·
    Ruiyi Fang
    , Bingheng Li,
    Jingyu Zhao
    ,
    Ruizhi Pu
    ,
    Qiuhao Zeng
    ,
    Gezheng Xu
    ,
    Charles Ling
    ,
    Boyu Wang
  3. On the Benefits of Attribute-Driven Graph Domain Adaptation
    ICLR 2025 ·
    Ruiyi Fang
    , Bingheng Li,
    Zhao Kang
    ,
    Qiuhao Zeng
    ,
    Nima Hosseini Dashtbayaz
    ,
    Ruizhi Pu
    ,
    Charles Ling
    ,
    Boyu Wang
  4. One Node One Model: Featuring the Missing-Half for Graph Clustering
    AAAI 2025 ·
    Xuanting Xie
    , Bingheng Li,
    Erlin Pan
    ,
    Zhaochen Guo
    ,
    Zhao Kang
    ,
    Wenyu Chen
  5. Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective
    NAACL 2025 ·
    Shenglai Zeng
    ,
    Jiankun Zhang
    , Bingheng Li,
    Yuping Lin
    ,
    Tianqi Zheng
    ,
    Dante Everaert
    ,
    Hanqing Lu
    ,
    Hui Liu
    ,
    Hui Liu
    ,
    Yue Xing
    ,
    Monica Xiao Cheng
    ,
    Jiliang Tang
  6. Unveiling Mode Connectivity in Graph Neural Network
    SIGKDD 2025 · Bingheng Li,
    Zhikai Chen
    ,
    Haoyu Han
    ,
    Shenglai Zeng
    ,
    Jingzhe Liu
    ,
    Jiliang Tang
  7. Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark
    SIGKDD 2024 ·
    Xiaowei Qian
    ,
    Zhimeng Guo
    ,
    Jialiang Li
    ,
    Haitao Mao
    , Bingheng Li,
    Suhang Wang
    ,
    Yao Ma
  8. PC-Conv: Unifying Homophily and Heterophily with Two-Fold Filtering
    AAAI 2024 · Bingheng Li,
    Erlin Pan
    ,
    Zhao Kang
  9. PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming
    ICML 2024 · Bingheng Li,
    Linxin Yang
    ,
    Yupeng Chen
    ,
    Senmiao Wang
    ,
    Haitao Mao
    ,
    Qian Chen
    ,
    Yao Ma
    ,
    Akang Wang
    ,
    Tian Ding
    ,
    Jiliang Tang
    ,
    Ruoyu Sun
  10. Revisiting Link Prediction: a data perspective
    ICLR 2024 ·
    Haitao Mao
    ,
    Juanhui Li
    ,
    Harry Shomer
    , Bingheng Li,
    Wenqi Fan
    ,
    Yao Ma
    ,
    Tong Zhao
    ,
    Neil Shah
    ,
    Jiliang Tang
  11. Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights
    NeurIPS 2024 ·
    Zhikai Chen
    ,
    Haitao Mao
    ,
    Jingzhe Liu
    ,
    Yu Song
    , Bingheng Li,
    Wei Jin
    ,
    Bahare Fatemi
    ,
    Anton Tsitsulin
    ,
    Bryan Perozzi
    ,
    Hui Liu
    ,
    Jiliang Tang
  12. Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering
    AAAI 2024 ·
    Xiaowei Qian
    , Bingheng Li,
    Zhao Kang