PPaperPicks

Guanfeng Liu

Macquarie University, Department of Computing, Sydney, Australia

28 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8980-4950 ↗Homepage ↗

Venues

ICDE ×6WWW ×5SIGIR ×4CIKM ×3IJCAI ×3AAAI ×2SIGKDD ×2WSDM ×2VLDB ×1

Frequent coauthors

Pengpeng Zhao
×9
Yan Wang
×8
Pengfei Ding
×5
Huanhuan Yuan
×5
Fuzhen Zhuang
×5
Lei Zhao
×5
Victor S. Sheng
×5
Rongwei Xu
×4
Amin Beheshti
×4
Haojie Li
×4
Junwei Du
×4
Yongjing Hao
×4

Papers

  1. A2RAG: Adaptive Agentic Graph Retrieval for Cost-Aware and Reliable Reasoning
    ICDE 2026 ·
    Jiate Liu
    ,
    Zebin Chen
    ,
    Shaobo Qiao
    ,
    Mingchen Ju
    ,
    Danting Zhang
    ,
    Bocheng Han
    ,
    Shuyue Yu
    ,
    Xin Shu
    ,
    Jinglin Wu
    ,
    Dong Wen
    ,
    Xin Cao
    , Guanfeng Liu,
    Zhengyi Yang
  2. Adaptive and Reinforcement-Guided Contrastive Hypergraph Distillation
    WSDM 2026 ·
    Rongwei Xu
    ,
    Zitai Qiu
    ,
    Pengfei Ding
    ,
    Yan Wang
    ,
    Jia Wu
    ,
    Amin Beheshti
    , Guanfeng Liu
  3. Contrastive Flow Matching for Collaborative Filtering
    SIGIR 2026 ·
    Wangyu Jin
    ,
    Jiansheng Qian
    ,
    Wenwen Xia
    ,
    Hongliang He
    , Guanfeng Liu,
    Pengpeng Zhao
  4. Frequency-Corrupt Based Graph Self-Supervised Learning
    WWW 2026 ·
    Haojie Li
    ,
    Mengjiao Zhang
    , Guanfeng Liu,
    Qiang Hu
    ,
    Yan Wang
    ,
    Junwei Du
  5. How Do Graph Signals Affect Recommendation: Unveiling the Mystery of Low and High-Frequency Graph Signals
    SIGKDD 2026 ·
    Feng Liu
    ,
    Hao Cang
    ,
    Huanhuan Yuan
    ,
    Jiaqing Fan
    ,
    Yongjing Hao
    ,
    Fuzhen Zhuang
    , Guanfeng Liu,
    Pengpeng Zhao
  6. Intent Propagation Contrastive Collaborative Filtering Extended Abstract
    ICDE 2026 ·
    Haojie Li
    ,
    Junwei Du
    , Guanfeng Liu,
    Feng Jiang
    ,
    Yan Wang
    ,
    Xiaofang Zhou
  7. LHG: LLM-enhanced and Heterogeneous Graph-induced for Unsupervised Social Event Detection
    WWW 2026 ·
    Zitai Qiu
    ,
    Rongwei Xu
    ,
    Congbo Ma
    ,
    Shan Xue
    ,
    Jian Yang
    , Guanfeng Liu,
    Quan Z. Sheng
    ,
    Amin Beheshti
    ,
    Jia Wu
  8. MARCH: Multi-Teacher Contrastive Hypergraph Distillation
    WWW 2026 ·
    Rongwei Xu
    ,
    Zitai Qiu
    ,
    Pengfei Ding
    ,
    Jia Wu
    ,
    Yan Wang
    ,
    Amin Beheshti
    , Guanfeng Liu
  9. Re-understanding Graph Unlearning through Memorization
    WWW 2026 ·
    Pengfei Ding
    ,
    Yan Wang
    , Guanfeng Liu
  10. Wavelet Enhanced Adaptive Frequency Filter for Sequential Recommendation
    AAAI 2026 ·
    Huayang Xu
    ,
    Huanhuan Yuan
    , Guanfeng Liu,
    Junhua Fang
    ,
    Lei Zhao
    ,
    Pengpeng Zhao
  11. Weakly Supervised Multimodal Claim Verification with Entity-Graph Inference
    WWW 2026 ·
    Kiana Bagheri-Lotfabad
    ,
    Amin Beheshti
    ,
    Milad Mosharraf
    ,
    Min Li
    ,
    Pooyan Asgari
    , Guanfeng Liu
  12. Adaptive Graph Unlearning
    IJCAI 2025 ·
    Pengfei Ding
    ,
    Yan Wang
    , Guanfeng Liu,
    Jiajie Zhu
  13. DELRec: Distilling Sequential Pattern to Enhance LLMs-Based Sequential Recommendation
    ICDE 2025 ·
    Haoyi Zhang
    ,
    Guohao Sun
    ,
    Jinhu Lu
    , Guanfeng Liu,
    Xiu Susie Fang
  14. Fuzzy Collaborative Reasoning
    AAAI 2025 ·
    Huanhuan Yuan
    ,
    Pengpeng Zhao
    ,
    Jiaqing Fan
    ,
    Junhua Fang
    , Guanfeng Liu,
    Victor S. Sheng
  15. GPE: Global Position Embedding for Trajectory Similarity Computation
    SIGKDD 2025 ·
    Yuanjun Liu
    , Guanfeng Liu,
    Qingzhi Ma
    ,
    Zhixu Li
    ,
    Lei Zhao
    ,
    An Liu
  16. GPL4SRec: Graph Multi-Level Aware Prompt Learning for Streaming Recommendation
    IJCAI 2025 ·
    Hao Cang
    ,
    Huanhuan Yuan
    ,
    Jiaqing Fan
    ,
    Lei Zhao
    , Guanfeng Liu,
    Pengpeng Zhao
  17. RISC-V Meets RDBMS: An Experimental Study of Database Performance on an Open Instruction Set Architecture
    VLDB 2025 ·
    Yizhe Zhang
    ,
    Zhengyi Yang
    ,
    Bocheng Han
    ,
    Haoran Ning
    ,
    Xin Cao
    ,
    John Shepherd
    , Guanfeng Liu
  18. Towards Comprehensive and Prerequisite-Free Explainer for Graph Neural Networks
    IJCAI 2025 ·
    Han Zhang
    ,
    Yan Wang
    , Guanfeng Liu,
    Pengfei Ding
    ,
    Huaxiong Wang
    ,
    Kwok-Yan Lam
  19. A General Strategy Graph Collaborative Filtering for Recommendation Unlearning
    CIKM 2024 ·
    Yongjing Hao
    ,
    Fuzhen Zhuang
    ,
    Deqing Wang
    , Guanfeng Liu,
    Victor S. Sheng
    ,
    Pengpeng Zhao
  20. Adaptive Hypergraph Network for Trust Prediction
    ICDE 2024 ·
    Rongwei Xu
    , Guanfeng Liu,
    Yan Wang
    ,
    Xuyun Zhang
    ,
    Kai Zheng
    ,
    Xiaofang Zhou
  21. An Empirical Analysis on Multi-turn Conversational Recommender Systems
    SIGIR 2024 ·
    Lu Zhang
    ,
    Chen Li
    ,
    Yu Lei
    ,
    Zhu Sun
    , Guanfeng Liu
  22. Behavior Pattern Mining-based Multi-Behavior Recommendation
    SIGIR 2024 ·
    Haojie Li
    ,
    Zhiyong Cheng
    ,
    Xu Yu
    ,
    Jinhuan Liu
    , Guanfeng Liu,
    Junwei Du
  23. CLR2G: Cross modal Contrastive Learning on Radiology Report Generation
    CIKM 2024 ·
    Hongchen Xue
    ,
    Qingzhi Ma
    , Guanfeng Liu,
    Jianfeng Qu
    ,
    Yuanjun Liu
    ,
    An Liu
  24. Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation
    WSDM 2024 ·
    Xiuyuan Qin
    ,
    Huanhuan Yuan
    ,
    Pengpeng Zhao
    , Guanfeng Liu,
    Fuzhen Zhuang
    ,
    Victor S. Sheng
  25. Intent Distribution based Bipartite Graph Representation Learning
    SIGIR 2024 ·
    Haojie Li
    ,
    Wei Wei
    , Guanfeng Liu,
    Jinhuan Liu
    ,
    Feng Jiang
    ,
    Junwei Du
  26. KMCT: k-Means Clustering of Trajectories Efficiently in Location-Based Services
    CIKM 2024 ·
    Yuanjun Liu
    , Guanfeng Liu,
    Qingzhi Ma
    ,
    Zhixu Li
    ,
    Shiting Wen
    ,
    Lei Zhao
    ,
    An Liu
  27. Meta-Optimized Joint Generative and Contrastive Learning for Sequential Recommendation
    ICDE 2024 ·
    Yongjing Hao
    ,
    Pengpeng Zhao
    ,
    Junhua Fang
    ,
    Jianfeng Qu
    , Guanfeng Liu,
    Fuzhen Zhuang
    ,
    Victor S. Sheng
    ,
    Xiaofang Zhou
  28. Meta-optimized Structural and Semantic Contrastive Learning for Graph Collaborative Filtering
    ICDE 2024 ·
    Yongjing Hao
    ,
    Pengpeng Zhao
    ,
    Jianfeng Qu
    ,
    Lei Zhao
    , Guanfeng Liu,
    Fuzhen Zhuang
    ,
    Victor S. Sheng
    ,
    Xiaofang Zhou