PPaperPicks

Fuzhen Zhuang

Beihang University, School of Computer Science, Institute of Artificial Intelligence, Beijing, China

37 papers at tracked venues · 24 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-0520-2619 ↗Homepage ↗

Venues

SIGKDD ×7CIKM ×6AAAI ×5WWW ×4ACL ×2ICDE ×2NeurIPS ×2WSDM ×2ACM MM ×1ECAI ×1ECML-PKDD ×1EMNLP ×1IJCAI ×1SDM ×1SIGIR ×1

Frequent coauthors

Zhao Zhang
×14
Yiqing Wu
×11
Fuwei Zhang
×8
Xiaoyu Liu
×6
Wei Lin
×5
Guanfeng Liu
×5
Pengpeng Zhao
×5
Deqing Wang
×5
Yongjing Hao
×4
Huishi Luo
×4
Wei Chen
×4
Yiqi Tong
×4

Papers

  1. CAT-ID2: Category-Tree Integrated Document Identifier Learning for Generative Retrieval In E-commerce
    WSDM 2026 ·
    Xiaoyu Liu
    ,
    Fuwei Zhang
    ,
    Yiqing Wu
    ,
    Xinyu Jia
    ,
    Zenghua Xia
    , Fuzhen Zhuang,
    Zhao Zhang
    ,
    Fei Jiang
    ,
    Wei Lin
  2. 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
  3. Multi-Aspect Cross-modal Quantization for Generative Recommendation
    AAAI 2026 ·
    Fuwei Zhang
    ,
    Xiaoyu Liu
    ,
    Dongbo Xi
    ,
    Jishen Yin
    ,
    Huan Chen
    ,
    Peng Yan
    , Fuzhen Zhuang,
    Zhao Zhang
  4. A Soft-partitioned Semi-supervised Collaborative Transfer Learning Approach for Multi-Domain Recommendation
    CIKM 2025 ·
    Xiaoyu Liu
    ,
    Yiqing Wu
    ,
    Ruidong Han
    , Fuzhen Zhuang,
    Xiang Li
    ,
    Wei Lin
  5. CDC: Causal Domain Clustering for Multi-Domain Recommendation
    SIGIR 2025 ·
    Huishi Luo
    ,
    Yiqing Wu
    ,
    Yiwen Chen
    , Fuzhen Zhuang,
    Deqing Wang
  6. Constrained Optimization to Improve Critical Rare Classes Performance Within the Top-Ranking Part
    ECML-PKDD 2025 ·
    Yuxin Ying
    , Fuzhen Zhuang,
    Ziyi Liu
    ,
    Dingyuan Zhu
    ,
    Daixin Wang
    ,
    Xiaobo Qin
  7. Enhancing Dual-Target Cross-Domain Recommendation via Similar User Bridging
    CIKM 2025 ·
    Qi Zhou
    ,
    Xi Chen
    ,
    Chuyu Fang
    ,
    Jianji Wang
    ,
    Chuan Qin
    , Fuzhen Zhuang
  8. FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis
    IJCAI 2025 ·
    Wei Chen
    ,
    Zhao Zhang
    ,
    Meng Yuan
    ,
    Kepeng Xu
    , Fuzhen Zhuang
  9. FEZE: Alignment-Flexible Zero-Shot Vertical Federated Learning
    SIGKDD 2025 ·
    Wei Guo
    ,
    Yiqi Tong
    ,
    Yiyang Duan
    , Fuzhen Zhuang,
    Xiao Zhang
    ,
    Zhaojun Hu
    ,
    Jin Dong
  10. H2Tune: Federated Foundation Model Fine-Tuning with Hybrid Heterogeneity
    ECAI 2025 ·
    Wei Guo
    ,
    Siyuan Lu
    ,
    Yiqi Tong
    ,
    Zhaojun Hu
    , Fuzhen Zhuang,
    Xiao Zhang
    ,
    Tao Fan
    ,
    Jin Dong
  11. HierGR: Hierarchical Semantic Representation Enhancement for Generative Retrieval in Food Delivery Search
    ACL 2025 ·
    Fuwei Zhang
    ,
    Xiaoyu Liu
    ,
    Xinyu Jia
    ,
    Yingfei Zhang
    ,
    Zenghua Xia
    ,
    Fei Jiang
    , Fuzhen Zhuang,
    Wei Lin
    ,
    Zhao Zhang
  12. Hyperbolic Diffusion Recommender Model
    WWW 2025 ·
    Meng Yuan
    ,
    Yutian Xiao
    ,
    Wei Chen
    ,
    Chou Zhao
    ,
    Deqing Wang
    , Fuzhen Zhuang
  13. Measure Domain's Gap: A Similar Domain Selection Principle for Multi-Domain Recommendation
    SIGKDD 2025 ·
    Yi Wen
    ,
    Yue Liu
    ,
    Derong Xu
    ,
    Huishi Luo
    ,
    Pengyue Jia
    ,
    Yiqing Wu
    ,
    Siwei Wang
    ,
    Ke Liang
    ,
    Maolin Wang
    ,
    Yiqi Wang
    , Fuzhen Zhuang,
    Xiangyu Zhao
  14. Mixed-Curvature Multi-Modal Knowledge Graph Completion
    AAAI 2025 ·
    Yuxiao Gao
    ,
    Fuwei Zhang
    ,
    Zhao Zhang
    ,
    Xiaoshuang Min
    , Fuzhen Zhuang
  15. Multi-level Relevance Document Identifier Learning for Generative Retrieval
    ACL 2025 ·
    Fuwei Zhang
    ,
    Xiaoyu Liu
    ,
    Xinyu Jia
    ,
    Yingfei Zhang
    ,
    Shuai Zhang
    ,
    Xiang Li
    , Fuzhen Zhuang,
    Wei Lin
    ,
    Zhao Zhang
  16. ORCA: Mitigating Over-Reliance for Multi-Task Dwell Time Prediction with Causal Decoupling
    CIKM 2025 ·
    Huishi Luo
    , Fuzhen Zhuang,
    Yongchun Zhu
    ,
    Yiqing Wu
    ,
    Bo Kang
    ,
    Ruobing Xie
    ,
    Feng Xia
    ,
    Deqing Wang
    ,
    Jin Dong
  17. One for Dozens: Adaptive REcommendation for All Domains with Counterfactual Augmentation
    AAAI 2025 ·
    Huishi Luo
    ,
    Yiwen Chen
    ,
    Yiqing Wu
    , Fuzhen Zhuang,
    Deqing Wang
  18. Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation
    AAAI 2025 ·
    Wei Chen
    ,
    Guo Ye
    ,
    Yakun Wang
    ,
    Zhao Zhang
    ,
    Libang Zhang
    ,
    Daixin Wang
    ,
    Zhiqiang Zhang
    , Fuzhen Zhuang
  19. Whitening-based Adversarial Bi-Regressor for Cross-platform Insurance Claims Prediction
    WWW 2025 ·
    Xiaoyu Liu
    ,
    Yiqing Wu
    ,
    Dingyuan Zhu
    ,
    Yifan Wu
    ,
    Daixin Wang
    ,
    Xiaobo Qin
    , Fuzhen Zhuang
  20. A General Strategy Graph Collaborative Filtering for Recommendation Unlearning
    CIKM 2024 ·
    Yongjing Hao
    , Fuzhen Zhuang,
    Deqing Wang
    ,
    Guanfeng Liu
    ,
    Victor S. Sheng
    ,
    Pengpeng Zhao
  21. Controllable Multi-Behavior Recommendation for In-Game Skins with Large Sequential Model
    SIGKDD 2024 ·
    Yanjie Gou
    ,
    Yuanzhou Yao
    ,
    Zhao Zhang
    ,
    Yiqing Wu
    ,
    Yi Hu
    , Fuzhen Zhuang,
    Jiangming Liu
    ,
    Yongjun Xu
  22. DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback
    SIGKDD 2024 ·
    Yiqing Wu
    ,
    Ruobing Xie
    ,
    Zhao Zhang
    ,
    Xu Zhang
    , Fuzhen Zhuang,
    Leyu Lin
    ,
    Zhanhui Kang
    ,
    Yongjun Xu
  23. Exploiting Associations among Multi-Aspect Node Properties in Heterogeneous Graphs for Link Prediction
    WWW 2024 ·
    Chenguang Du
    ,
    Hao Geng
    ,
    Deqing Wang
    , Fuzhen Zhuang,
    Zhiqiang Zhang
    ,
    Lanshan Zhang
  24. Exploring High-Order User Preference with Knowledge Graph for Recommendation
    CIKM 2024 ·
    Caijun Xu
    ,
    Fuwei Zhang
    ,
    Zhao Zhang
    , Fuzhen Zhuang,
    Rui Liu
  25. Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation
    WSDM 2024 ·
    Xiuyuan Qin
    ,
    Huanhuan Yuan
    ,
    Pengpeng Zhao
    ,
    Guanfeng Liu
    , Fuzhen Zhuang,
    Victor S. Sheng
  26. Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking
    NeurIPS 2024 ·
    Xi Chen
    ,
    Chuan Qin
    ,
    Chuyu Fang
    ,
    Chao Wang
    ,
    Chen Zhu
    , Fuzhen Zhuang,
    Hengshu Zhu
    ,
    Hui Xiong
  27. Light POI-Guided Conversational Recommender System based on Adaptive Space
    SDM 2024 ·
    Meng Yuan
    ,
    Fuwei Zhang
    ,
    Yiqi Tong
    ,
    Yuxin Ying
    , Fuzhen Zhuang,
    Deqing Wang
    ,
    Baoxing Huai
    ,
    Yi Zhang
    ,
    Jia Su
  28. 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
  29. 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
  30. Modeling Adaptive Inter-Task Feature Interactions via Sentiment-Aware Contrastive Learning for Joint Aspect-Sentiment Prediction
    AAAI 2024 ·
    Wei Chen
    ,
    Yuxuan Liu
    ,
    Zhao Zhang
    , Fuzhen Zhuang,
    Jiang Zhong
  31. Multi-round Counterfactual Generation: Interpreting and Improving Models of Text Classification
    WWW 2024 ·
    Huajie Zhang
    ,
    Yuxin Ying
    , Fuzhen Zhuang,
    Haiqin Weng
    ,
    Ying Sun
    ,
    Zhao Zhang
    ,
    Yiqi Tong
    ,
    Yan Liu
  32. Multi-view Temporal Knowledge Graph Reasoning
    CIKM 2024 ·
    Fuwei Zhang
    ,
    Zhao Zhang
    , Fuzhen Zhuang,
    Zhiqiang Zhang
    ,
    Jun Zhou
    ,
    Deqing Wang
  33. Representation Learning of Temporal Graphs with Structural Roles
    SIGKDD 2024 ·
    Huaming Du
    ,
    Long Shi
    ,
    Xingyan Chen
    ,
    Yu Zhao
    ,
    Hegui Zhang
    ,
    Carl Yang
    , Fuzhen Zhuang,
    Gang Kou
  34. Resource-Aware Federated Self-Supervised Learning with Global Class Representations
    NeurIPS 2024 ·
    Mingyi Li
    ,
    Xiao Zhang
    ,
    Qi Wang
    ,
    Tengfei Liu
    ,
    Ruofan Wu
    ,
    Weiqiang Wang
    , Fuzhen Zhuang,
    Hui Xiong
    ,
    Dongxiao Yu
  35. Scaling Sentence Embeddings with Large Language Models
    EMNLP 2024 ·
    Ting Jiang
    ,
    Shaohan Huang
    ,
    Zhongzhi Luan
    ,
    Deqing Wang
    , Fuzhen Zhuang
  36. Tag Tree-Guided Multi-grained Alignment for Multi-Domain Short Video Recommendation
    ACM MM 2024 ·
    Yuting Zhang
    ,
    Zhao Zhang
    ,
    Yiqing Wu
    ,
    Ying Sun
    , Fuzhen Zhuang,
    Wenhui Yu
    ,
    Lantao Hu
    ,
    Han Li
    ,
    Kun Gai
    ,
    Zhulin An
    ,
    Yongjun Xu
  37. Unified Dual-Intent Translation for Joint Modeling of Search and Recommendation
    SIGKDD 2024 ·
    Yuting Zhang
    ,
    Yiqing Wu
    ,
    Ruidong Han
    ,
    Ying Sun
    ,
    Yongchun Zhu
    ,
    Xiang Li
    ,
    Wei Lin
    , Fuzhen Zhuang,
    Zhulin An
    ,
    Yongjun Xu