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Yinglong Xia

12 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

ICLR ×2NAACL ×2WSDM ×2WWW ×2AAAI ×1CIKM ×1NeurIPS ×1SIGIR ×1

Frequent coauthors

Xiangjun Fan
×4
Qifan Wang
×4
Hanqing Zeng
×4
Qiang Zhang
×3
Benyu Zhang
×3
Hanchao Yu
×3
Zhuokai Zhao
×3
Lizhu Zhang
×3
Si Zhang
×3
Jiebo Luo
×3
Dongqi Fu
×2
Fei Liu
×2

Papers

  1. Guiding Generative Recommender Systems with Structured Human Priors via Multi-head Decoding
    WWW 2026 ·
    Yunkai Zhang
    ,
    Qiang Zhang
    ,
    Diji Yang
    ,
    Ryan Lin
    ,
    Ruizhong Qiu
    ,
    Benyu Zhang
    ,
    Hanchao Yu
    ,
    Jason Liu
    , Yinglong Xia,
    Zhuokai Zhao
    ,
    Lizhu Zhang
    ,
    Xiangjun Fan
    ,
    Zhuoran Yu
    ,
    Abhishek Kumar
    ,
    Zeyu Zheng
  2. RankGraph-Context: Empowering Different Industrial Recommendation System Stages
    WSDM 2026 ·
    Dongqi Fu
    , Yinglong Xia,
    Hong Li
    ,
    Hong Yan
  3. RankID: A Unified Semantic ID Learned through Multi-Stage Semantic Alignment of Multimodal Features
    WSDM 2026 ·
    Jiangfan Zhang
    , Yinglong Xia,
    Jiang Li
    ,
    Chen Yuan
    ,
    Yonghuan Yang
    ,
    Jun Xiao
    ,
    Xiangjun Fan
  4. RecoWorld: Building Simulated Environments for Agentic Recommender Systems
    WWW 2026 ·
    Fei Liu
    ,
    Xinyu Lin
    ,
    Hanchao Yu
    ,
    Mingyuan Wu
    ,
    Jianyu Wang
    ,
    Qiang Zhang
    ,
    Zhuokai Zhao
    , Yinglong Xia,
    Yao Zhang
    ,
    Weiwei Li
    ,
    Mingze Gao
    ,
    Qifan Wang
    ,
    Lizhu Zhang
    ,
    Benyu Zhang
    ,
    Xiangjun Fan
  5. Verifiable Reasoning for LLM-based Generative Recommendation
    SIGIR 2026 ·
    Xinyu Lin
    ,
    Hanqing Zeng
    ,
    Hanchao Yu
    , Yinglong Xia,
    Jiang Zhang
    ,
    Aashu Singh
    ,
    Fei Liu
    ,
    Wenjie Wang
    ,
    Fuli Feng
    ,
    Tat-Seng Chua
    ,
    Qifan Wang
  6. 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
  7. S'MoRE: Structural Mixture of Residual Experts for Parameter-Efficient LLM Fine-tuning
    NeurIPS 2025 ·
    Hanqing Zeng
    , Yinglong Xia,
    Zhuokai Zhao
    ,
    Chuan Jiang
    ,
    Qiang Zhang
    ,
    Jiayi Liu
    ,
    Qunshu Zhang
    ,
    Lizhu Zhang
    ,
    Xiangjun Fan
    ,
    Benyu Zhang
  8. Deceptive Fairness Attacks on Graphs via Meta Learning
    ICLR 2024 ·
    Jian Kang
    , Yinglong Xia,
    Ross Maciejewski
    ,
    Jiebo Luo
    ,
    Hanghang Tong
  9. Hierarchical Multi-Marginal Optimal Transport for Network Alignment
    AAAI 2024 ·
    Zhichen Zeng
    ,
    Boxin Du
    ,
    Si Zhang
    , Yinglong Xia,
    Zhining Liu
    ,
    Hanghang Tong
  10. LLM-Rec: Personalized Recommendation via Prompting Large Language Models
    NAACL 2024 ·
    Hanjia Lyu
    ,
    Song Jiang
    ,
    Hanqing Zeng
    , Yinglong Xia,
    Qifan Wang
    ,
    Si Zhang
    ,
    Ren Chen
    ,
    Christopher Leung
    ,
    Jiajie Tang
    ,
    Jiebo Luo
  11. Mixture of Weak and Strong Experts on Graphs
    ICLR 2024 ·
    Hanqing Zeng
    ,
    Hanjia Lyu
    ,
    Diyi Hu
    , Yinglong Xia,
    Jiebo Luo
  12. RESPROMPT: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models
    NAACL 2024 ·
    Song Jiang
    ,
    Zahra Shakeri
    ,
    Aaron Chan
    ,
    Maziar Sanjabi
    ,
    Hamed Firooz
    , Yinglong Xia,
    Bugra Akyildiz
    ,
    Yizhou Sun
    ,
    Jinchao Li
    ,
    Qifan Wang
    ,
    Asli Celikyilmaz