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1908.09972
Cited By
CosRec: 2D Convolutional Neural Networks for Sequential Recommendation
International Conference on Information and Knowledge Management (CIKM), 2019
27 August 2019
An Yan
Shuo Cheng
Wang-Cheng Kang
Mengting Wan
Julian McAuley
3DV
HAI
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Papers citing
"CosRec: 2D Convolutional Neural Networks for Sequential Recommendation"
37 / 37 papers shown
TV-Rec: Time-Variant Convolutional Filter for Sequential Recommendation
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Jeongwhan Choi
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AI4TS
139
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0
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Empowering Denoising Sequential Recommendation with Large Language Model Embeddings
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Yuhao Wang
Xinjian Zhao
Chi Zhang
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HAI
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183
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0
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REG4Rec: Reasoning-Enhanced Generative Model for Large-Scale Recommendation Systems
Haibo Xing
Hao Deng
Yucheng Mao
Jinxin Hu
Y. Xu
...
Shizhun Wang
Yu Zhang
Xiaoyi Zeng
Jing-Xuan Zhang
Jing Zhang
LRM
280
9
0
21 Aug 2025
Why Generate When You Can Transform? Unleashing Generative Attention for Dynamic Recommendation
Yuli Liu
Wenjun Kong
Cheng Luo
Weizhi Ma
133
1
0
04 Aug 2025
Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning
Y. Liu
Zhengyi Yang
Jiancan Wu
Xiang Wang
OffRL
AI4TS
231
0
0
03 Jul 2025
LISRec: Modeling User Preferences with Learned Item Shortcuts for Sequential Recommendation
Haidong Xin
Qiushi Xiong
Zhenghao Liu
Sen Mei
Shi Yu
Shi Yu
Shuo Wang
Yu Gu
Ge Yu
Chenyan Xiong
HAI
259
1
0
28 May 2025
Diffusion-driven SpatioTemporal Graph KANsformer for Medical Examination Recommendation
Jiacheng Li
Yangtao Zhou
Zhifu Zhao
Qinglan Huang
Jian Qi
Xiao He
Hua Chu
Fu Li
DiffM
MedIm
345
1
0
12 May 2025
Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation
Jiakai Tang
Sunhao Dai
Teng Shi
Jun Xu
X. Chen
Wen Chen
Wu Jian
Yuning Jiang
LRM
701
54
0
28 Mar 2025
LEADRE: Multi-Faceted Knowledge Enhanced LLM Empowered Display Advertisement Recommender System
Proceedings of the VLDB Endowment (PVLDB), 2024
Fengxin Li
Yi Li
Yue Liu
Chao Zhou
Yuan Wang
...
Haijie Gu
Jie Jiang
Hongyan Liu
Biao Qin
Jun He
322
2
0
21 Nov 2024
ELASTIC: Efficient Linear Attention for Sequential Interest Compression
Jiaxin Deng
Shiyao Wang
Song Lu
Yinfeng Li
Xinchen Luo
Yuanjun Liu
Peixing Xu
Guorui Zhou
470
1
0
18 Aug 2024
Learning Partially Aligned Item Representation for Cross-Domain Sequential Recommendation
Mingjia Yin
Hao Wang
Wei Guo
Yong Liu
Zhi Li
Zhengye Zhang
Defu Lian
Enhong Chen
309
9
0
21 May 2024
CALRec: Contrastive Alignment of Generative LLMs For Sequential Recommendation
ACM Conference on Recommender Systems (RecSys), 2024
Yaoyiran Li
Xiang Zhai
M. Alzantot
Keyi Yu
Ivan Vulić
Anna Korhonen
Mohamed Hammad
264
39
0
03 May 2024
Denoising Time Cycle Modeling for Recommendation
Sicong Xie
Qunwei Li
Weidi Xu
Kaiming Shen
Shaohu Chen
Leon Wenliang Zhong
AI4TS
237
9
0
05 Feb 2024
End-to-end Learnable Clustering for Intent Learning in Recommendation
Neural Information Processing Systems (NeurIPS), 2024
Yue Liu
Shihao Zhu
Jun Xia
Yingwei Ma
Jian Ma
Wenliang Zhong
Xinwang Liu
Guannan Zhang
Kejun Zhang
440
37
0
11 Jan 2024
Modeling User Viewing Flow Using Large Language Models for Article Recommendation
The Web Conference (WWW), 2023
Zhenghao Liu
Zulong Chen
Moufeng Zhang
Shaoyang Duan
Hong Wen
Liangyue Li
Nan Li
Yu Gu
Ge Yu
293
13
0
12 Nov 2023
APGL4SR: A Generic Framework with Adaptive and Personalized Global Collaborative Information in Sequential Recommendation
International Conference on Information and Knowledge Management (CIKM), 2023
Mingjia Yin
Hao Wang
Xiang Xu
Likang Wu
Zhengye Zhang
Wei Guo
Yong Liu
Ruiming Tang
Defu Lian
Enhong Chen
LMTD
AI4TS
HAI
261
36
0
06 Nov 2023
Text Matching Improves Sequential Recommendation by Reducing Popularity Biases
International Conference on Information and Knowledge Management (CIKM), 2023
Zhenghao Liu
Senkun Mei
Chenyan Xiong
Xiaohua Li
Shi Yu
Zhiyuan Liu
Yu Gu
Ge Yu
277
40
0
27 Aug 2023
Addressing the Rank Degeneration in Sequential Recommendation via Singular Spectrum Smoothing
Ziwei Fan
Zhiwei Liu
Hao Peng
Philip S. Yu
281
2
0
21 Jun 2023
Graph Masked Autoencoder for Sequential Recommendation
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023
Yaowen Ye
Lianghao Xia
Chao Huang
372
74
0
08 May 2023
COUPA: An Industrial Recommender System for Online to Offline Service Platforms
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023
Sicong Xie
Binbin Hu
Feng Li
Ziqi Liu
Qing Cui
Wenliang Zhong
Jun Zhou
162
0
0
25 Apr 2023
Towards More Robust and Accurate Sequential Recommendation with Cascade-guided Adversarial Training
SDM (SDM), 2023
Juntao Tan
Shelby Heinecke
Zhiwei Liu
Yong-Guang Chen
Zelong Li
Haiquan Wang
AAML
240
5
0
11 Apr 2023
Mutual Wasserstein Discrepancy Minimization for Sequential Recommendation
The Web Conference (WWW), 2023
Ziwei Fan
Zhiwei Liu
Hao Peng
Philip S Yu
317
22
0
28 Jan 2023
Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational Transformer
Ziwei Fan
Zhiwei Liu
Chen Wang
Peijie Huang
Hao Peng
Philip S. Yu
263
9
0
24 Oct 2022
IDNP: Interest Dynamics Modeling using Generative Neural Processes for Sequential Recommendation
Web Search and Data Mining (WSDM), 2022
Jing Du
Zesheng Ye
Lina Yao
Bin Guo
Zhiwen Yu
AI4TS
187
17
0
09 Aug 2022
Personalized Showcases: Generating Multi-Modal Explanations for Recommendations
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
An Yan
Zhankui He
Jiacheng Li
Tianyang Zhang
Julian McAuley
297
62
0
30 Jun 2022
Recommender Transformers with Behavior Pathways
The Web Conference (WWW), 2022
Zhiyu Yao
Xinyang Chen
Sinan Wang
Qinyan Dai
Yumeng Li
Tanchao Zhu
Mingsheng Long
232
9
0
13 Jun 2022
Decoupled Side Information Fusion for Sequential Recommendation
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Yueqi Xie
Peilin Zhou
Sunghun Kim
414
154
0
23 Apr 2022
Data Augmentation Strategies for Improving Sequential Recommender Systems
Jooeun Song
B. Suh
166
15
0
26 Mar 2022
Symmetry Structured Convolutional Neural Networks
K. D. G. Maduranga
Vasily Zadorozhnyy
Qiang Ye
270
6
0
03 Mar 2022
Intent Contrastive Learning for Sequential Recommendation
The Web Conference (WWW), 2022
Yong-Guang Chen
Zhiwei Liu
Jia Li
Julian McAuley
Caiming Xiong
320
408
0
05 Feb 2022
Sequential Recommendation via Stochastic Self-Attention
The Web Conference (WWW), 2022
Ziwei Fan
Zhiwei Liu
Alice Wang
Zahra Nazari
Lei Zheng
Hao Peng
Philip S. Yu
AI4TS
376
197
0
16 Jan 2022
Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation
International Conference on Information and Knowledge Management (CIKM), 2021
Ziwei Fan
Zhiwei Liu
Lei Zheng
Shen Wang
Philip S. Yu
252
64
0
11 Jun 2021
Dynamic Memory based Attention Network for Sequential Recommendation
AAAI Conference on Artificial Intelligence (AAAI), 2021
Qiaoyu Tan
Jianwei Zhang
Ninghao Liu
Xiao Shi Huang
Hongxia Yang
Jingren Zhou
Helen Zhou
HAI
290
74
0
18 Feb 2021
Sparse-Interest Network for Sequential Recommendation
Web Search and Data Mining (WSDM), 2021
Qiaoyu Tan
Jianwei Zhang
Jiangchao Yao
Ninghao Liu
Jingren Zhou
Hongxia Yang
Helen Zhou
215
164
0
18 Feb 2021
Interest-Behaviour Multiplicative Network for Resource-limited Recommendation
Qianliang Wu
Tong Zhang
Zhen Cui
Zhiqiang Wang
224
1
0
24 Sep 2020
COMET: Convolutional Dimension Interaction for Collaborative Filtering
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2020
Zhuoyi Lin
Lei Feng
Xingzhi Guo
Yu Zhang
Rui Yin
C. Kwoh
Chi Xu
AI4TS
376
8
0
28 Jul 2020
Future Data Helps Training: Modeling Future Contexts for Session-based Recommendation
The Web Conference (WWW), 2019
Fajie Yuan
Xiangnan He
Haochuan Jiang
G. Guo
Jian Xiong
Zhezhao Xu
Yilin Xiong
AI4TS
323
108
0
11 Jun 2019
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