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Zhigang Hua

11 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

CIKM ×3SIGKDD ×3AAAI ×2ICLR ×2WWW ×1

Frequent coauthors

Bo Long
×7
Yan Xie
×6
Qi Xu
×3
Shuang Yang
×3
Yu Song
×3
Jingzhe Liu
×3
Hui Liu
×3
Andrey Malevich
×3
Si Zhang
×3
Dongqi Fu
×3
Hao Wu
×3
Wei Shi
×3

Papers

  1. LLM and Agents for Recommendation Systems (LARS)
    WWW 2026 ·
    Keerthi Gopalakrishnan
    ,
    Qi Xu
    ,
    Aysenur Inan
    , Zhigang Hua,
    Luyi Ma
    ,
    Prabhat Agarwal
    ,
    Shuang Yang
    ,
    Shradha Sehgal
    ,
    Hao Wang
    ,
    Kai Zhao
    ,
    Yashar Deldjoo
    ,
    Rong Jin
    ,
    Kamilia Ahmadi
    ,
    Luke Simon
  2. 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
  3. A Scalable Pretraining Framework for Link Prediction with Efficient Adaptation
    SIGKDD 2025 ·
    Yu Song
    , Zhigang Hua,
    Harry Shomer
    ,
    Yan Xie
    ,
    Jingzhe Liu
    ,
    Bo Long
    ,
    Hui Liu
  4. A Scalable and Effective Alternative to Graph Transformers
    AAAI 2025 ·
    Kaan Sancak
    , Zhigang Hua,
    Jin Fang
    ,
    Yan Xie
    ,
    Andrey Malevich
    ,
    Bo Long
    ,
    Muhammed Fatih Balin
    ,
    Ümit V. Çatalyürek
  5. Billion-Scale Graph Deep Learning Framework for Ads Recommendation
    CIKM 2025 ·
    Si Zhang
    ,
    Weilin Cong
    ,
    Dongqi Fu
    ,
    Andrey Malevich
    ,
    Hao Wu
    ,
    Baichuan Yuan
    ,
    Xin Zhou
    ,
    Kaveh Hassani
    , Zhigang Hua,
    Austin Derrow-Pinion
    ,
    Yan Xie
    ,
    Xuewei Wang
    ,
    Yinglong Xia
    ,
    Ning Yao
    ,
    Vena Jia Li
    ,
    Sem Park
    ,
    Bo Long
  6. GSTBench: A Benchmark Study on the Transferability of Graph Self-Supervised Learning
    CIKM 2025 ·
    Yu Song
    , Zhigang Hua,
    Yan Xie
    ,
    Jingzhe Liu
    ,
    Bo Long
    ,
    Hui Liu
  7. Learning Graph Quantized Tokenizers
    ICLR 2025 ·
    Limei Wang
    ,
    Kaveh Hassani
    ,
    Si Zhang
    ,
    Dongqi Fu
    ,
    Baichuan Yuan
    ,
    Weilin Cong
    , Zhigang Hua,
    Hao Wu
    ,
    Ning Yao
    ,
    Bo Long
  8. MOTTO: A Mixture-of-Experts Framework for Multi-Treatment, Multi-Outcome Treatment Effect Estimation
    SIGKDD 2025 ·
    Yiling Liu
    ,
    Wei Shi
    ,
    Chen Fu
    ,
    Ziyang Jiang
    , Zhigang Hua,
    David E. Carlson
  9. Session-Level Dynamic Ad Load Optimization using Offline Robust Reinforcement Learning
    SIGKDD 2025 ·
    Tao Liu
    ,
    Qi Xu
    ,
    Wei Shi
    , Zhigang Hua,
    Shuang Yang
  10. Ads Supply Personalization via Doubly Robust Learning
    CIKM 2024 ·
    Wei Shi
    ,
    Chen Fu
    ,
    Qi Xu
    ,
    Sanjian Chen
    ,
    Jizhe Zhang
    ,
    Qinqin Zhu
    , Zhigang Hua,
    Shuang Yang
  11. VCR-Graphormer: A Mini-batch Graph Transformer via Virtual Connections
    ICLR 2024 ·
    Dongqi Fu
    , Zhigang Hua,
    Yan Xie
    ,
    Jin Fang
    ,
    Si Zhang
    ,
    Kaan Sancak
    ,
    Hao Wu
    ,
    Andrey Malevich
    ,
    Jingrui He
    ,
    Bo Long