GUESR: A Global Unsupervised Data-Enhancement with Bucket-Cluster
Sampling for Sequential Recommendation

GUESR: A Global Unsupervised Data-Enhancement with Bucket-Cluster Sampling for Sequential Recommendation

1 March 2023

Defu Lian

Enhong Chen

Papers citing "GUESR: A Global Unsupervised Data-Enhancement with Bucket-Cluster Sampling for Sequential Recommendation"

13 / 13 papers shown

Title
Killing Two Birds with One Stone: Unifying Retrieval and Ranking with a Single Generative Recommendation Model L. Zhang Kenan Song Yi Quan Lee Wei Guo Hao Wang Yawen Li Huifeng Guo Y. Liu Defu Lian Enhong Chen 22 0 0 23 Apr 2025
A Universal Framework for Compressing Embeddings in CTR Prediction Kefan Wang Hao Wang Kenan Song Wei Guo Kai Cheng Z. Li Y. Liu Defu Lian Enhong Chen 59 1 0 24 Feb 2025
Generative Large Recommendation Models: Emerging Trends in LLMs for Recommendation Hao Wang Wei Guo L. Zhang Jin Yao Chin Yufei Ye Huifeng Guo Y. Liu Defu Lian Ruiming Tang Enhong Chen 56 1 0 20 Feb 2025
$FuXi-$\alpha$: Scaling Recommendation Model with Feature Interaction Enhanced Transformer$ FuXi- $\alpha$ : Scaling Recommendation Model with Feature Interaction Enhanced Transformer Yufei Ye Wei Guo Jin Yao Chin Hao Wang Hong Zhu ... Yuyang Ye Y. Liu Ruiming Tang Defu Lian Enhong Chen 92 2 0 05 Feb 2025
Multi-granularity Interest Retrieval and Refinement Network for Long-Term User Behavior Modeling in CTR Prediction Xiang Xu Hao Wang Wei Guo L. Zhang Wanshan Yang R. Yu Y. Liu Defu Lian Enhong Chen 35 5 0 22 Nov 2024
MDAP: A Multi-view Disentangled and Adaptive Preference Learning Framework for Cross-Domain Recommendation Junxiong Tong Mingjia Yin Hao Wang Qiushi Pan Defu Lian Enhong Chen 32 2 0 08 Oct 2024
Bridging User Dynamics: Transforming Sequential Recommendations with Schrödinger Bridge and Diffusion Models Wenjia Xie Rui Zhou Hao Wang Tingjia Shen Enhong Chen DiffM 36 9 0 30 Aug 2024
Denoising Pre-Training and Customized Prompt Learning for Efficient Multi-Behavior Sequential Recommendation Hao Wang Yongqiang Han Kefan Wang Kai Cheng Zhen Wang Wei Guo Yong Liu Defu Lian Enhong Chen 40 2 0 21 Aug 2024
Exploring User Retrieval Integration towards Large Language Models for Cross-Domain Sequential Recommendation Tingjia Shen Hao Wang Jiaqing Zhang Sirui Zhao Liangyue Li Zulong Chen Defu Lian Enhong Chen LRM 73 14 0 05 Jun 2024
Learning Partially Aligned Item Representation for Cross-Domain Sequential Recommendation Mingjia Yin Hao Wang Wei Guo Yong Liu Zhi Li Sirui Zhao Defu Lian Enhong Chen 41 7 0 21 May 2024
APGL4SR: A Generic Framework with Adaptive and Personalized Global Collaborative Information in Sequential Recommendation Mingjia Yin Hao Wang Xiang Xu Likang Wu Sirui Zhao Wei Guo Yong Liu Ruiming Tang Defu Lian Enhong Chen LMTD AI4TS HAI 35 25 0 06 Nov 2023
KMF: Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot Node Classification Likang Wu Junji Jiang Hongke Zhao Hao Wang Defu Lian Mengdi Zhang Enhong Chen 16 4 0 15 Aug 2023
Augmentation-Free Self-Supervised Learning on Graphs Namkyeong Lee Junseok Lee Chanyoung Park 62 203 0 05 Dec 2021