Fei Sun

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 93

Top Topics

Collaborative Filtering

Profit Maximization

Recommender Systems

Top Venues

ACM Trans. Inf. Syst.

Publications

Kaike Zhang, Qi Cao, Yunfan Wu, Fei Sun, Huawei Shen, Xueqi Cheng
LoRec: Combating Poisons with Large Language Model for Robust Sequential Recommendation. SIGIR (2024)
Kaike Zhang, Qi Cao, Yunfan Wu, Fei Sun, Huawei Shen, Xueqi Cheng
LoRec: Large Language Model for Robust Sequential Recommendation against Poisoning Attacks. CoRR (2024)
Hexiang Tan, Fei Sun, Wanli Yang, Yuanzhuo Wang, Qi Cao, Xueqi Cheng
Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts for Open-Domain QA? CoRR (2024)
Shuchang Tao, Liuyi Yao, Hanxing Ding, Yuexiang Xie, Qi Cao, Fei Sun, Jinyang Gao, Huawei Shen, Bolin Ding
When to Trust LLMs: Aligning Confidence with Response Quality. CoRR (2024)
Yige Yuan, Bingbing Xu, Bo Lin, Liang Hou, Fei Sun, Huawei Shen, Xueqi Cheng
PDE+: Enhancing Generalization via PDE with Adaptive Distributional Diffusion. AAAI (2024)
Shuchang Tao, Liuyi Yao, Hanxing Ding, Yuexiang Xie, Qi Cao, Fei Sun, Jinyang Gao, Huawei Shen, Bolin Ding
When to Trust LLMs: Aligning Confidence with Response Quality. ACL (Findings) (2024)
Jiajun Tan, Fei Sun, Ruichen Qiu, Du Su, Huawei Shen
Unlink to Unlearn: Simplifying Edge Unlearning in GNNs. CoRR (2024)
Xuhui Jiang, Chengjin Xu, Yinghan Shen, Yuanzhuo Wang, Fenglong Su, Zhichao Shi, Fei Sun, Zixuan Li, Jian Guo, Huawei Shen
Toward Practical Entity Alignment Method Design: Insights from New Highly Heterogeneous Knowledge Graph Datasets. WWW (2024)
Wanli Yang, Fei Sun, Jiajun Tan, Xinyu Ma, Du Su, Dawei Yin, Huawei Shen
The Fall of ROME: Understanding the Collapse of LLMs in Model Editing. CoRR (2024)
Wanli Yang, Fei Sun, Xinyu Ma, Xun Liu, Dawei Yin, Xueqi Cheng
The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse. ACL (Findings) (2024)
Hexiang Tan, Fei Sun, Wanli Yang, Yuanzhuo Wang, Qi Cao, Xueqi Cheng
Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts? ACL (1) (2024)
Jiajun Tan, Fei Sun, Ruichen Qiu, Du Su, Huawei Shen
Unlink to Unlearn: Simplifying Edge Unlearning in GNNs. WWW (Companion Volume) (2024)
Wanli Yang, Fei Sun, Xinyu Ma, Xun Liu, Dawei Yin, Xueqi Cheng
The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse. CoRR (2024)
Yige Yuan, Bingbing Xu, Liang Hou, Fei Sun, Huawei Shen, Xueqi Cheng
TEA: Test-time Energy Adaptation. CoRR (2023)
Shuchang Tao, Qi Cao, Huawei Shen, Yunfan Wu, Liang Hou, Fei Sun, Xueqi Cheng
Adversarial camouflage for node injection attack on graphs. Inf. Sci. 649 (2023)
Ziqian Chen, Fei Sun, Yifan Tang, Haokun Chen, Jinyang Gao, Bolin Ding
Studying the Impact of Data Disclosure Mechanism in Recommender Systems via Simulation. ACM Trans. Inf. Syst. 41 (3) (2023)
Shiwen Wu, Fei Sun, Wentao Zhang, Xu Xie, Bin Cui
Graph Neural Networks in Recommender Systems: A Survey. ACM Comput. Surv. 55 (5) (2023)
Kaike Zhang, Qi Cao, Fei Sun, Yunfan Wu, Shuchang Tao, Huawei Shen, Xueqi Cheng
Robust Recommender System: A Survey and Future Directions. CoRR (2023)
Chong Chen, Fei Sun, Min Zhang, Bolin Ding
Recommendation Unlearning. WWW (2022)
Wanyu Chen, Pengjie Ren, Fei Cai, Fei Sun, Maarten de Rijke
Multi-interest Diversification for End-to-end Sequential Recommendation. ACM Trans. Inf. Syst. 40 (1) (2022)
Sihao Yu, Fei Sun, Jiafeng Guo, Ruqing Zhang, Xueqi Cheng
LegoNet: A Fast and Exact Unlearning Architecture. CoRR (2022)
Xu Xie, Fei Sun, Zhaoyang Liu, Shiwen Wu, Jinyang Gao, Jiandong Zhang, Bolin Ding, Bin Cui
Contrastive Learning for Sequential Recommendation. ICDE (2022)
Zihan Wang, Na Huang, Fei Sun, Pengjie Ren, Zhumin Chen, Hengliang Luo, Maarten de Rijke, Zhaochun Ren
Debiasing Learning for Membership Inference Attacks Against Recommender Systems. KDD (2022)
Ziqian Chen, Fei Sun, Yifan Tang, Haokun Chen, Jinyang Gao, Bolin Ding
Proactively Control Privacy in Recommender Systems. CoRR (2022)
Fuyu Lv, Mengxue Li, Tonglei Guo, Changlong Yu, Fei Sun, Taiwei Jin, Wilfred Ng
XDM: Improving Sequential Deep Matching with Unclicked User Behaviors for Recommender System. DASFAA (3) (2022)
Chong Chen, Fei Sun, Min Zhang, Bolin Ding
Recommendation Unlearning. CoRR (2022)
Jiafeng Guo, Yinqiong Cai, Yixing Fan, Fei Sun, Ruqing Zhang, Xueqi Cheng
Semantic Models for the First-Stage Retrieval: A Comprehensive Review. ACM Trans. Inf. Syst. 40 (4) (2022)
Zihan Wang, Na Huang, Fei Sun, Pengjie Ren, Zhumin Chen, Hengliang Luo, Maarten de Rijke, Zhaochun Ren
Debiasing Learning for Membership Inference Attacks Against Recommender Systems. CoRR (2022)
Xu Xie, Zhaoyang Liu, Shiwen Wu, Fei Sun, Cihang Liu, Jiawei Chen, Jinyang Gao, Bin Cui, Bolin Ding
CausCF: Causal Collaborative Filtering for Recommendation Effect Estimation. CIKM (2021)
Yingqiang Ge, Shuchang Liu, Ruoyuan Gao, Yikun Xian, Yunqi Li, Xiangyu Zhao, Changhua Pei, Fei Sun, Junfeng Ge, Wenwu Ou, Yongfeng Zhang
Towards Long-term Fairness in Recommendation. CoRR (2021)
Yinqiong Cai, Yixing Fan, Jiafeng Guo, Fei Sun, Ruqing Zhang, Xueqi Cheng
Semantic Models for the First-stage Retrieval: A Comprehensive Review. CoRR (2021)
Yingqiang Ge, Shuchang Liu, Zelong Li, Shuyuan Xu, Shijie Geng, Yunqi Li, Juntao Tan, Fei Sun, Yongfeng Zhang
Counterfactual Evaluation for Explainable AI. CoRR (2021)
Yang Deng, Yaliang Li, Fei Sun, Bolin Ding, Wai Lam
Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning. SIGIR (2021)
Yufei Feng, Yu Gong, Fei Sun, Qingwen Liu, Wenwu Ou
Revisit Recommender System in the Permutation Prospective. CoRR (2021)
Yingqiang Ge, Shuchang Liu, Ruoyuan Gao, Yikun Xian, Yunqi Li, Xiangyu Zhao, Changhua Pei, Fei Sun, Junfeng Ge, Wenwu Ou, Yongfeng Zhang
Towards Long-term Fairness in Recommendation. WSDM (2021)
Yufei Feng, Binbin Hu, Yu Gong, Fei Sun, Qingwen Liu, Wenwu Ou
GRN: Generative Rerank Network for Context-wise Recommendation. CoRR (2021)
Shuchang Liu, Fei Sun, Yingqiang Ge, Changhua Pei, Yongfeng Zhang
Variation Control and Evaluation for Generative Slate Recommendations. WWW (2021)
Xu Xie, Fei Sun, Xiaoyong Yang, Zhao Yang, Jinyang Gao, Wenwu Ou, Bin Cui
Explore User Neighborhood for Real-time E-commerce Recommendation. CoRR (2021)
Xu Xie, Zhaoyang Liu, Shiwen Wu, Fei Sun, Cihang Liu, Jiawei Chen, Jinyang Gao, Bin Cui, Bolin Ding
CausCF: Causal Collaborative Filtering for RecommendationEffect Estimation. CoRR (2021)
Yuexiang Xie, Fei Sun, Yang Deng, Yaliang Li, Bolin Ding
Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation. CoRR (2021)
Yang Deng, Yaliang Li, Fei Sun, Bolin Ding, Wai Lam
Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning. CoRR (2021)
Shuchang Liu, Fei Sun, Yingqiang Ge, Changhua Pei, Yongfeng Zhang
Variation Control and Evaluation for Generative SlateRecommendations. CoRR (2021)
Xu Xie, Fei Sun, Xiaoyong Yang, Zhao Yang, Jinyang Gao, Wenwu Ou, Bin Cui
Explore User Neighborhood for Real-time E-commerce Recommendation. ICDE (2021)
Yuexiang Xie, Fei Sun, Yang Deng, Yaliang Li, Bolin Ding
Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation. EMNLP (Findings) (2021)
Shiwen Wu, Wentao Zhang, Fei Sun, Bin Cui
Graph Neural Networks in Recommender Systems: A Survey. CoRR (2020)
Changying Hao, Liang Pang, Yanyan Lan, Fei Sun, Jiafeng Guo, Xueqi Cheng
Ranking Enhanced Dialogue Generation. CoRR (2020)
Chen Xu, Quan Li, Junfeng Ge, Jinyang Gao, Xiaoyong Yang, Changhua Pei, Fei Sun, Jian Wu, Hanxiao Sun, Wenwu Ou
Privileged Features Distillation at Taobao Recommendations. KDD (2020)
Yingqiang Ge, Shuyuan Xu, Shuchang Liu, Zuohui Fu, Fei Sun, Yongfeng Zhang
Learning Personalized Risk Preferences for Recommendation. CoRR (2020)
Wanyu Chen, Pengjie Ren, Fei Cai, Fei Sun, Maarten de Rijke
Improving End-to-End Sequential Recommendations with Intent-aware Diversification. CIKM (2020)
Xiao Huang, Pengjie Ren, Zhaochun Ren, Fei Sun, Xiangnan He, Dawei Yin, Maarten de Rijke
Report on the international workshop on natural language processing for recommendations (NLP4REC 2020) workshop held at WSDM 2020. SIGIR Forum 54 (1) (2020)
Yingqiang Ge, Shuya Zhao, Honglu Zhou, Changhua Pei, Fei Sun, Wenwu Ou, Yongfeng Zhang
Understanding Echo Chambers in E-commerce Recommender Systems. SIGIR (2020)
Yingqiang Ge, Shuyuan Xu, Shuchang Liu, Zuohui Fu, Fei Sun, Yongfeng Zhang
Learning Personalized Risk Preferences for Recommendation. SIGIR (2020)
Yufei Feng, Fuyu Lv, Binbin Hu, Fei Sun, Kun Kuang, Yang Liu, Qingwen Liu, Wenwu Ou
MTBRN: Multiplex Target-Behavior Relation Enhanced Network for Click-Through Rate Prediction. CoRR (2020)
Tianshu Lyu, Fei Sun, Yan Zhang
Node Conductance: A Scalable Node Centrality Measure on Big Networks. PAKDD (2) (2020)
Xu Xie, Fei Sun, Zhaoyang Liu, Jinyang Gao, Bolin Ding, Bin Cui
Contrastive Pre-training for Sequential Recommendation. CoRR (2020)
Zhaoyang Liu, Haokun Chen, Fei Sun, Xu Xie, Jinyang Gao, Bolin Ding, Yanyan Shen
Intent Preference Decoupling for User Representation on Online Recommender System. IJCAI (2020)
Fuyu Lv, Mengxue Li, Tonglei Guo, Changlong Yu, Fei Sun, Taiwei Jin, Keping Yang
Unclicked User Behaviors Enhanced Sequential Recommendation. CoRR (2020)
Pengjie Ren, Zhaochun Ren, Fei Sun, Xiangnan He, Dawei Yin, Maarten de Rijke
NLP4REC: The WSDM 2020 Workshop on Natural Language Processing for Recommendations. WSDM (2020)
Yufei Feng, Fuyu Lv, Binbin Hu, Fei Sun, Kun Kuang, Yang Liu, Qingwen Liu, Wenwu Ou
MTBRN: Multiplex Target-Behavior Relation Enhanced Network for Click-Through Rate Prediction. CIKM (2020)
Min Yang, Chengming Li, Fei Sun, Zhou Zhao, Ying Shen, Chenglin Wu
Be Relevant, Non-Redundant, and Timely: Deep Reinforcement Learning for Real-Time Event Summarization. AAAI (2020)
Yuan Zhang, Fei Sun, Xiaoyong Yang, Chen Xu, Wenwu Ou, Yan Zhang
Graph-based Regularization on Embedding Layers for Recommendation. ACM Trans. Inf. Syst. 39 (1) (2020)
Changying Hao, Liang Pang, Yanyan Lan, Fei Sun, Jiafeng Guo, Xueqi Cheng
Ranking Enhanced Dialogue Generation. CIKM (2020)
Yingqiang Ge, Shuya Zhao, Honglu Zhou, Changhua Pei, Fei Sun, Wenwu Ou, Yongfeng Zhang
Understanding Echo Chambers in E-commerce Recommender Systems. CoRR (2020)
Changhua Pei, Yi Zhang, Yongfeng Zhang, Fei Sun, Xiao Lin, Hanxiao Sun, Jian Wu, Peng Jiang, Junfeng Ge, Wenwu Ou, Dan Pei
Personalized re-ranking for recommendation. RecSys (2019)
Yu Gong, Yu Zhu, Lu Duan, Qingwen Liu, Ziyu Guan, Fei Sun, Wenwu Ou, Kenny Q. Zhu
Exact-K Recommendation via Maximal Clique Optimization. KDD (2019)
Changhua Pei, Yi Zhang, Yongfeng Zhang, Fei Sun, Xiao Lin, Hanxiao Sun, Jian Wu, Peng Jiang, Wenwu Ou, Dan Pei
Personalized Context-aware Re-ranking for E-commerce Recommender Systems. CoRR (2019)
Fuyu Lv, Taiwei Jin, Changlong Yu, Fei Sun, Quan Lin, Keping Yang, Wilfred Ng
SDM: Sequential Deep Matching Model for Online Large-scale Recommender System. CoRR (2019)
Fuyu Lv, Taiwei Jin, Changlong Yu, Fei Sun, Quan Lin, Keping Yang, Wilfred Ng
SDM: Sequential Deep Matching Model for Online Large-scale Recommender System. CIKM (2019)
Wen Chen, Pipei Huang, Jiaming Xu, Xin Guo, Cheng Guo, Fei Sun, Chao Li, Andreas Pfadler, Huan Zhao, Binqiang Zhao
POG: Personalized Outfit Generation for Fashion Recommendation at Alibaba iFashion. CoRR (2019)
Wen Chen, Pipei Huang, Jiaming Xu, Xin Guo, Cheng Guo, Fei Sun, Chao Li, Andreas Pfadler, Huan Zhao, Binqiang Zhao
POG: Personalized Outfit Generation for Fashion Recommendation at Alibaba iFashion. KDD (2019)
Tianshu Lyu, Fei Sun, Peng Jiang, Wenwu Ou, Yan Zhang
Compositional Network Embedding. CoRR (2019)
Hui Su, Xiaoyu Shen, Rongzhi Zhang, Fei Sun, Pengwei Hu, Cheng Niu, Jie Zhou
Improving Multi-turn Dialogue Modelling with Utterance ReWriter. ACL (1) (2019)
Changhua Pei, Xinru Yang, Qing Cui, Xiao Lin, Fei Sun, Peng Jiang, Wenwu Ou, Yongfeng Zhang
Value-aware Recommendation based on Reinforced Profit Maximization in E-commerce Systems. CoRR (2019)
Yufei Feng, Fuyu Lv, Weichen Shen, Menghan Wang, Fei Sun, Yu Zhu, Keping Yang
Deep Session Interest Network for Click-Through Rate Prediction. CoRR (2019)
Tianshu Lyu, Fei Sun, Peng Jiang, Wenwu Ou, Yan Zhang
Compositional network embedding for link prediction. RecSys (2019)
Yun Wang, Lun Du, Guojie Song, Xiaojun Ma, Lichen Jin, Wei Lin, Fei Sun
Tag2Gauss: Learning Tag Representations via Gaussian Distribution in Tagged Networks. IJCAI (2019)
Changhua Pei, Xinru Yang, Qing Cui, Xiao Lin, Fei Sun, Peng Jiang, Wenwu Ou, Yongfeng Zhang
Value-aware Recommendation based on Reinforcement Profit Maximization. WWW (2019)
Yu Gong, Yu Zhu, Lu Duan, Qingwen Liu, Ziyu Guan, Fei Sun, Wenwu Ou, Kenny Q. Zhu
Exact-K Recommendation via Maximal Clique Optimization. CoRR (2019)
Yufei Feng, Fuyu Lv, Weichen Shen, Menghan Wang, Fei Sun, Yu Zhu, Keping Yang
Deep Session Interest Network for Click-Through Rate Prediction. IJCAI (2019)
Hui Su, Xiaoyu Shen, Rongzhi Zhang, Fei Sun, Pengwei Hu, Cheng Niu, Jie Zhou
Improving Multi-turn Dialogue Modelling with Utterance ReWriter. CoRR (2019)
Fei Sun, Jun Liu, Jian Wu, Changhua Pei, Xiao Lin, Wenwu Ou, Peng Jiang
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer. CIKM (2019)
Xiao Lin, Hongjie Chen, Changhua Pei, Fei Sun, Xuanji Xiao, Hanxiao Sun, Yongfeng Zhang, Wenwu Ou, Peng Jiang
A pareto-efficient algorithm for multiple objective optimization in e-commerce recommendation. RecSys (2019)
Fei Sun, Jun Liu, Jian Wu, Changhua Pei, Xiao Lin, Wenwu Ou, Peng Jiang
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer. CoRR (2019)
Fei Sun, Peng Jiang, Hanxiao Sun, Changhua Pei, Wenwu Ou, Xiaobo Wang
Multi-Source Pointer Network for Product Title Summarization. CIKM (2018)
Fei Sun, Peng Jiang, Hanxiao Sun, Changhua Pei, Wenwu Ou, Xiaobo Wang
Multi-Source Pointer Network for Product Title Summarization. CoRR (2018)
Qiaolin Xia, Peng Jiang, Fei Sun, Yi Zhang, Xiaobo Wang, Zhifang Sui
Modeling Consumer Buying Decision for Recommendation Based on Multi-Task Deep Learning. CIKM (2018)
Fei Sun, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng
Semantic Regularities in Document Representations. CoRR (2016)
Fei Sun, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng
Regularized Online Learning. IJCAI (2016)
Fei Sun, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng
Inside Out: Two Jointly Predictive Models for Word Representations and Phrase Representations. AAAI (2016)
Yanran Li, Wenjie Li, Fei Sun, Sujian Li
Component-Enhanced Chinese Character Embeddings. EMNLP (2015)
Yanran Li, Wenjie Li, Fei Sun, Sujian Li
Component-Enhanced Chinese Character Embeddings. CoRR (2015)
Dandan Song, Fei Sun, Lejian Liao
A hybrid approach for content extraction with text density and visual importance of DOM nodes. Knowl. Inf. Syst. 42 (1) (2015)
Fei Sun, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng
Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations. ACL (1) (2015)
Fei Sun, Dandan Song, Lejian Liao
DOM based content extraction via text density. SIGIR (2011)