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2005.08147
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Attacking Black-box Recommendations via Copying Cross-domain User Profiles
17 May 2020
Wenqi Fan
Hanyu Wang
Xiangyu Zhao
Yao Ma
Hui Liu
Jianping Wang
Shucheng Zhou
Qing Li
MLAU
AAML
Re-assign community
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Papers citing
"Attacking Black-box Recommendations via Copying Cross-domain User Profiles"
35 / 35 papers shown
Retrieval-Augmented Review Generation for Poisoning Recommender Systems
Shiyi Yang
Xinshu Li
Guanglin Zhou
Chen Wang
Xiwei Xu
Liming Zhu
Lina Yao
AAML
346
1
0
21 Aug 2025
CheatAgent: Attacking LLM-Empowered Recommender Systems via LLM Agent
Knowledge Discovery and Data Mining (KDD), 2024
Liang-bo Ning
Shijie Wang
Wenqi Fan
Qing Li
Xin Xu
Hao Chen
Feiran Huang
AAML
484
48
0
13 Apr 2025
Diversity-aware Dual-promotion Poisoning Attack on Sequential Recommendation
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Yuchuan Zhao
Tong Chen
Junliang Yu
Kai Zheng
Lizhen Cui
Hongzhi Yin
249
4
0
09 Apr 2025
Retrieval-Augmented Purifier for Robust LLM-Empowered Recommendation
Liangbo Ning
Wenqi Fan
Qing Li
AAML
357
5
0
03 Apr 2025
A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models
Liangbo Ning
Ziran Liang
Zhuohang Jiang
Haohao Qu
Yujuan Ding
...
Xiao Wei
Shanru Lin
Hui Liu
Philip S. Yu
Qing Li
LLMAG
LM&Ro
842
78
0
30 Mar 2025
ESANS: Effective and Semantic-Aware Negative Sampling for Large-Scale Retrieval Systems
The Web Conference (WWW), 2025
Haibo Xing
Kanefumi Matsuyama
Hao Deng
Jinxin Hu
Yu Zhang
Xiaoyi Zeng
347
7
0
22 Feb 2025
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation
Qiang Liu
Zhaopeng Qiu
Xiangyu Zhao
X. Wu
Zijian Zhang
Tong Xu
Feng Tian
442
8
0
31 Dec 2024
Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark
Xiaopeng Li
Jingtong Gao
Pengyue Jia
Xiangyu Zhao
Yichao Wang
...
Longji Xu
Yuhao Wang
Xiangyu Zhao
Huifeng Guo
Ruiming Tang
489
3
0
23 Dec 2024
Adversarial Text Rewriting for Text-aware Recommender Systems
International Conference on Information and Knowledge Management (CIKM), 2024
Ganesh Ghalme
Reshef Meir
Srijan Kumar
249
2
0
01 Aug 2024
TokenRec: Learning to Tokenize ID for LLM-based Generative Recommendation
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024
Haohao Qu
Wenqi Fan
Zihuai Zhao
Qing Li
362
46
0
15 Jun 2024
Poisoning Attacks and Defenses in Recommender Systems: A Survey
Zongwei Wang
Junliang Yu
Min Gao
Wei Yuan
Guanhua Ye
S. Sadiq
Hongzhi Yin
AAML
482
20
0
03 Jun 2024
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models
Knowledge Discovery and Data Mining (KDD), 2024
Wenqi Fan
Yujuan Ding
Liang-bo Ning
Shijie Wang
Hengyun Li
D. Yin
Tat-Seng Chua
Qing Li
RALM
3DV
689
774
0
10 May 2024
Towards Robust Recommendation: A Review and an Adversarial Robustness Evaluation Library
Lei Cheng
Xiaowen Huang
Jitao Sang
Jian Yu
AAML
431
3
0
27 Apr 2024
Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures
Thanh Toan Nguyen
Quoc Viet Hung Nguyen
Thanh Tam Nguyen
T. T. Huynh
Thanh Thi Nguyen
Matthias Weidlich
Hongzhi Yin
AAML
220
63
0
23 Apr 2024
Graph Machine Learning in the Era of Large Language Models (LLMs)
Wenqi Fan
Shijie Wang
Jiani Huang
Zhikai Chen
Yu Song
...
Haitao Mao
Hui Liu
Xiaorui Liu
D. Yin
Qing Li
AI4CE
500
52
0
23 Apr 2024
Securing Recommender System via Cooperative Training
World wide web (Bussum) (WWW), 2023
Qingyang Wang
Chenwang Wu
Defu Lian
Enhong Chen
AAML
302
4
0
23 Jan 2024
ToDA: Target-oriented Diffusion Attacker against Recommendation System
Xiaohao Liu
Zhulin Tao
Ting Jiang
He Chang
Yunshan Ma
Yinwei Wei
Xianglin Huang
DiffM
AAML
483
9
0
23 Jan 2024
Model Stealing Attack against Graph Classification with Authenticity, Uncertainty and Diversity
Zhihao Zhu
Chenwang Wu
Rui Fan
Yi Yang
Defu Lian
Enhong Chen
AAML
243
0
0
18 Dec 2023
Untargeted Black-box Attacks for Social Recommendations
Wenqi Fan
Shijie Wang
Xiao Wei
Xiaowei Mei
Qing Li
MLAU
AAML
320
2
0
13 Nov 2023
Defense Against Model Extraction Attacks on Recommender Systems
Web Search and Data Mining (WSDM), 2023
Sixiao Zhang
Hongzhi Yin
Hongxu Chen
Cheng Long
AAML
317
10
0
25 Oct 2023
Single-User Injection for Invisible Shilling Attack against Recommender Systems
International Conference on Information and Knowledge Management (CIKM), 2023
Chengzhi Huang
Hui Li
207
19
0
21 Aug 2023
Recommender Systems in the Era of Large Language Models (LLMs)
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Zihuai Zhao
Wenqi Fan
Jiatong Li
Yunqing Liu
Xiaowei Mei
...
Zhen Wen
Fei Wang
Xiangyu Zhao
Shucheng Zhou
Qing Li
KELM
775
483
0
05 Jul 2023
Practical Cross-System Shilling Attacks with Limited Access to Data
AAAI Conference on Artificial Intelligence (AAAI), 2023
Meifang Zeng
Kedan Li
Bing Jiang
Liujuan Cao
Hui Li
AAML
200
12
0
14 Feb 2023
Generative Diffusion Models on Graphs: Methods and Applications
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Junfeng Fang
Wenqi Fan
Yunqing Liu
Jiatong Li
Hang Li
Hui Liu
Shucheng Zhou
Qing Li
MedIm
DiffM
515
102
0
06 Feb 2023
Towards Robust Recommender Systems via Triple Cooperative Defense
WISE (WISE), 2022
Qingyang Wang
Defu Lian
Chenwang Wu
Enhong Chen
AAML
163
8
0
25 Oct 2022
A Comprehensive Survey on Trustworthy Recommender Systems
Wenqi Fan
Xiangyu Zhao
Xiao Chen
Jingran Su
Jingtong Gao
...
Qidong Liu
Yiqi Wang
Hanfeng Xu
Lei Chen
Qing Li
FaML
298
68
0
21 Sep 2022
Disentangled Contrastive Learning for Social Recommendation
International Conference on Information and Knowledge Management (CIKM), 2022
Jiahao Wu
Wenqi Fan
Jingfan Chen
Shengcai Liu
Qing Li
Jiaheng Zhang
409
86
0
18 Aug 2022
Knowledge-enhanced Black-box Attacks for Recommendations
Knowledge Discovery and Data Mining (KDD), 2022
Jingfan Chen
Wenqi Fan
Guanghui Zhu
Xiangyu Zhao
Chun Yuan
Qing Li
Jiaming Ji
MLAU
AAML
258
61
0
21 Jul 2022
Reinforcement Learning-enhanced Shared-account Cross-domain Sequential Recommendation
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
Lei Guo
Jinyu Zhang
Tong Chen
Xinhua Wang
Hongzhi Yin
244
62
0
16 Jun 2022
PipAttack: Poisoning Federated Recommender Systems forManipulating Item Promotion
Web Search and Data Mining (WSDM), 2021
Shijie Zhang
Hongzhi Yin
Tong Chen
Zi Huang
Quoc Viet Hung Nguyen
Li-zhen Cui
FedML
AAML
218
126
0
21 Oct 2021
Graph Trend Filtering Networks for Recommendations
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Wenqi Fan
Xiaorui Liu
Wei Jin
Xiangyu Zhao
Shucheng Zhou
Qing Li
357
127
0
12 Aug 2021
Jointly Attacking Graph Neural Network and its Explanations
IEEE International Conference on Data Engineering (ICDE), 2021
Wenqi Fan
Wei Jin
Xiaorui Liu
Han Xu
Xianfeng Tang
Suhang Wang
Qing Li
Shucheng Zhou
Jianping Wang
Charu C. Aggarwal
AAML
317
36
0
07 Aug 2021
Trustworthy AI: A Computational Perspective
Haochen Liu
Yiqi Wang
Wenqi Fan
Xiaorui Liu
Yaxin Li
Shaili Jain
Yunhao Liu
Anil K. Jain
Shucheng Zhou
FaML
499
272
0
12 Jul 2021
AutoLoss: Automated Loss Function Search in Recommendations
Knowledge Discovery and Data Mining (KDD), 2021
Xiangyu Zhao
Haochen Liu
Wenqi Fan
Hui Liu
Shucheng Zhou
Chong Wang
304
65
0
12 Jun 2021
DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems
AAAI Conference on Artificial Intelligence (AAAI), 2019
Xiangyu Zhao
Changsheng Gu
Haoshenglun Zhang
Xiwang Yang
Xiaobing Liu
Shucheng Zhou
Hui Liu
OffRL
454
130
0
09 Sep 2019
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