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冯

冯福利 (Fuli Feng)

University of Science and Technology of China

46H-index
348Paper Count
8.3KCitation Count
Published Papers 32
Publication Date
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Reason4Rec: Deliberative User Preference Alignment of Large Language Models for Recommendation
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-06-02
err0
PREAI
errYi Fang; Wenjie Wang; Yang Zhang; Fengbin Zhu; Qifan Wang; Fuli Feng; Xiangnan He
errShare
errSave
Batch-Adaptive Doubly Robust Learning for Debiasing Post-Click Conversion Rate Prediction Under Sparse Data
errACM Transactions on Information Systems
IF9.1
err2026-03-01
err1
PREAI
errPan, Hang; Zheng, Chunyuan; Wang, Wenjie; Jiang, Jingang; Li, Xueying; Li, Haoxuan; Feng, Fuli
errShare
errSave
Proactive Recommendation in Social Networks: Steering user interest with causal inference
errAI OPEN
IF0
err2025-09-01
err0
errOAAI
errPan, Hang; Bi, Shuxian; Wang, Wenjie; Li, Haoxuan; Wu, Peng; Feng, Fuli
errShare
errSave
Pre-Trained Models for Search and Recommendation: Introduction to the Special Issue—Part 2
errACM Transactions on Information Systems
IF9.1
err2025-07-10
err0
PREAI
errWenjie Wang; Zheng Liu; Fuli Feng; Zhicheng Dou; Qingyao Ai; Grace Hui Yang; Defu Lian; Lu Hou; Aixin Sun; Hamed Zamani; Donald Metzler; Maarten de Rijke
errShare
errSave
Envisioning Recommendations on an LLM-Based Agent Platform Can LLM-based agents take recommender systems to the next level?
errCOMMUNICATIONS OF THE ACM
IF12.2
err2025-04-29
err0
PREAI
errZhang, Jizhi; Bao, Keqin; Wang, Wenjie; Zhang, Yang; Shi, Wentao; Xu, Wanhong; Feng, Fuli; Chua, Tat-seng
errShare
errSave
Pre-Trained Models for Search and Recommendation: Introduction to the Special Issue-Part 1
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err2025-02-06
err0
PREAI
errWang, Wenjie; Liu, Zheng; Feng, Fuli; Dou, Zhicheng; Ai, Qingyao; Yang, Grace Hui; Lian, Defu; Hou, Lu; Sun, Aixin; Zamani, Hamed; Metzler, Donald; de Rijke, Maarten
errShare
errSave
HoGRN: Explainable Sparse Knowledge Graph Completion via High-Order Graph Reasoning Network
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-12-01
err0
PREAI
errChen, Weijian; Cao, Yixin; Feng, Fuli; He, Xiangnan; Zhang, Yongdong
errShare
errSave
Mitigating Hidden Confounding Effects for Causal Recommendation
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-09-01
err1
errOAAI
errZhu, Xinyuan; Zhang, Yang; Feng, Fuli; Yang, Xun; Wang, Dingxian; He, Xiangnan
errShare
errSave
Causal Incremental Graph Convolution for Recommender System Retraining
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-04-01
err21
errOAAI
errDing, Sihao; Feng, Fuli; He, Xiangnan; Liao, Yong; Shi, Jun; Zhang, Yongdong
errShare
errSave
Learning to Double-Check Model Prediction From a Causal Perspective
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-04-01
err2
PREAI
errDeng, Xun; Feng, Fuli; Wang, Xiang; He, Xiangnan; Zhang, Hanwang; Chua, Tat-Seng
errShare
errSave
Transferring Causal Mechanism over Meta-representations for Target-Unknown Cross-domain Recommendation
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err2024-03-22
err2
PREAI
errZhang, Shengyu; Miao, Qiaowei; Nie, Ping; Li, Mengze; Chen, Zhengyu; Feng, Fuli; Kuang, Kun; Wu, Fei
errShare
errSave
Causal Inference in Recommender Systems: A Survey and Future Directions
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err2024-02-09
err17
errOAAI
errGao, Chen; Zheng, Yu; Wang, Wenjie; Feng, Fuli; He, Xiangnan; Li, Yong
errShare
errSave
Causal Distillation for Alleviating Performance Heterogeneity in Recommender Systems
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-02-01
err3
errOAAI
errZhang, Shengyu; Jiang, Ziqi; Yao, Jiangchao; Feng, Fuli; Kuang, Kun; Zhao, Zhou; Li, Shuo; Yang, Hongxia; Chua, Tat-seng; Wu, Fei
errShare
errSave
Test-Time Training for Deep MS/MS Spectrum Prediction Improves Peptide Identification
errJOURNAL OF PROTEOME RESEARCH
IF3.6
err2023-12-28
err0
PREAI
errYe, Jianbai; He, Xiangnan; Wang, Shujuan; Dong, Meng-Qiu; Wu, Feng; Lu, Shan; Feng, Fuli
errShare
errSave
SLED: Structure Learning based Denoising for Recommendation
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err2023-11-08
err1
PREAI
errZhang, Shengyu; Jiang, Tan; Kuang, Kun; Feng, Fuli; Yu, Jin; Ma, Jianxin; Zhao, Zhou; Zhu, Jianke; Yang, Hongxia; Chua, Tat-Seng; Wu, Fei
errShare
errSave
Causal Disentangled Recommendation against User Preference Shifts
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err2023-08-18
err4
errOAAI
errWang, Wenjie; Lin, Xinyu; Wang, Liuhui; Feng, Fuli; Ma, Yunshan; Chua, Tat-Seng
errShare
errSave
CatGCN: Graph Convolutional Networks With Categorical Node Features
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2023-04-01
err11
errOAAI
errChen, Weijian; Feng, Fuli; Wang, Qifan; He, Xiangnan; Song, Chonggang; Ling, Guohui; Zhang, Yongdong
errShare
errSave
Addressing Confounding Feature Issue for Causal Recommendation
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err2023-02-07
err24
errOAAI
errHe, Xiangnan; Zhang, Yang; Feng, Fuli; Song, Chonggang; Yi, Lingling; Ling, Guohui; Zhang, Yongdong
errShare
errSave
Bias and Debias in Recommender System: A Survey and Future Directions
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err2023-02-07
err253
errOAAI
errChen, Jiawei; Dong, Hande; Wang, Xiang; Feng, Fuli; Wang, Meng; Xiangnan, He
errShare
errSave
Mitigating Spurious Correlations for Self-supervised Recommendation
errMACHINE INTELLIGENCE RESEARCH
IF8.7
err2023-01-14
err4
errOAAI
errLin, Xin-Yu; Xu, Yi-Yan; Wang, Wen-Jie; Zhang, Yang; Feng, Fu-Li
errShare
errSave

Research Directions

information retrievaldata miningmulti-media analyticsmachine learning techniquescausal inferencegraph neural networksadversarial learningmulti-source learningrecommender systemsFinTechtext mining
Co-authors
Cooperation Journals
T
Tat‐Seng Chua
H-index: 111 · Papers: 1.2K
王
王萌 (Meng Wang)
H-index: 104 · Papers: 1.5K
X
Xiangnan He
H-index: 92 · Papers: 480
D
David Lo
H-index: 90 · Papers: 975
张
张勇东 (Yongdong Zhang)
H-index: 85 · Papers: 973
View more