A Reproducible Analysis of Sequential Recommender Systems by Filippo Betello, Antonio Purificato, Federico Siciliano, Giovanni Trappolini, Andrea Bacciu, Nicola Tonellotto, Fabrizio Silvestri

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A Hybrid MLP and CNN Architecture for Sequential Recommendation by Li Yuan, Xue-Yi Zhao

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Context-Aware Negative Sampling for Sequential Recommendation by Jinseok Seol, Jaesik Choi

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Deep Exponential Moving Average Learning Method for Sequential Recommendation by WEN Wen, HU Zhixin, HAO Zhifeng

Subjects: “…sequential recommendation; moving average; noise; sequential signal…”
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Adaptive Frequency Domain Data Augmentation for Sequential Recommendation by Zhibin Yang, Jiwei Qin, Donghao Zhang, Jie Ma, Peichen Ji

Subjects: “…Sequential recommendation…”
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Multi-pattern time-aware sequential recommendation with data augmentation by LI Jiale, WANG Ruiqin, YU Yang

Subjects: “…sequential recommendation…”
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Attribute-Aware Graph Aggregation for Sequential Recommendation by Yiming Qu, Yang Fang, Zhen Tan, Weidong Xiao

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Parameter-Efficiently Leveraging Session Information in Deep Learning-Based Session-Aware Sequential Recommendation by Jinseok Seol, Youngrok Ko, Sang-Goo Lee

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SERLogic: A Logic-Integrated Framework for Enhancing Sequential Recommendations by Lihang Fan

Subjects: “…Sequential recommendation…”
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Deep Sequential Model for Anchor Recommendation on Live Streaming Platforms by Shuai Zhang, Hongyan Liu, Jun He, Sanpu Han, Xiaoyong Du

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Sequential recommendation algorithm for long-tail users based on knowledge-enhanced contrastive learning by REN Yonggong, ZHOU Pinglei, ZHANG Zhipeng

Subjects: “…sequential recommendation…”
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Sequential recommendation based on contrast enhanced time-aware self-attention mechanism by YU Yang, WANG Ruiqin

Subjects: “…sequential recommendation…”
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Sequential recommendation algorithm for long-tail users based on knowledge-enhanced contrastive learning by REN Yonggong, ZHOU Pinglei, ZHANG Zhipeng

Subjects: “…sequential recommendation;long-tail user;knowledge graph;contrastive learning…”
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Fusion of Masked Autoencoder for Adaptive Augmentation Sequential Recommendation by SUN Xiujuan, SUN Fuzhen, LI Pengcheng, WANG Aofei, WANG Shaoqing

Subjects: “…sequential recommendation; adaptive data augmentation; autoencoder; self-supervised learning…”
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Leveraging multimodal large language model for multimodal sequential recommendation by Zhaoliang Wang, Baisong Liu, Weiming Huang, Tingting Hao, Huiqian Zhou, Yuxin Guo

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Position-Awareness and Hypergraph Contrastive Learning for Multi-Behavior Sequence Recommendation by Sitong Yan, Chao Zhao, Ningning Shen, Shaopeng Jiang

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Contrastive cross-domain sequential recommendation with attention-aware mechanism by Wei Zhao, Bo Li, Xian Mo

Subjects: “…Cross-domain sequential recommendation…”
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Research on Recommendation Model Based on Multi-round Dialogue of Large Language Model by CHANG Baofa, CHE Chao, LIANG Yan

Subjects: “…recommendation system; sequential recommendation; large language models; multi-round dialogue mechanism…”
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Exploiting high-order behaviour patterns for cross-domain sequential recommendation by Bingyuan Wang, Baisong Liu, Hao Ren, Xueyuan Zhang, Jiangcheng Qin, Qian Dong, Jiangbo Qian

Subjects: “…cross-domain sequential recommendation…”
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Emotion and sentiment enriched decision transformer for personalized recommendations by Sana Abakarim, Sara Qassimi, Said Rakrak

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