Alert button

"Recommendation": models, code, and papers
Alert button

Top-Personalized-K Recommendation

Feb 26, 2024
Wonbin Kweon, SeongKu Kang, Sanghwan Jang, Hwanjo Yu

Viaarxiv icon

FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signal Decoupling

Mar 06, 2024
Hongyu Zhang, Dongyi Zheng, Lin Zhong, Xu Yang, Jiyuan Feng, Yunqing Feng, Qing Liao

Figure 1 for FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signal Decoupling
Figure 2 for FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signal Decoupling
Figure 3 for FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signal Decoupling
Figure 4 for FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signal Decoupling
Viaarxiv icon

Pattern-wise Transparent Sequential Recommendation

Feb 29, 2024
Kun Ma, Cong Xu, Zeyuan Chen, Wei Zhang

Viaarxiv icon

Can Small Language Models be Good Reasoners for Sequential Recommendation?

Mar 07, 2024
Yuling Wang, Changxin Tian, Binbin Hu, Yanhua Yu, Ziqi Liu, Zhiqiang Zhang, Jun Zhou, Liang Pang, Xiao Wang

Figure 1 for Can Small Language Models be Good Reasoners for Sequential Recommendation?
Figure 2 for Can Small Language Models be Good Reasoners for Sequential Recommendation?
Figure 3 for Can Small Language Models be Good Reasoners for Sequential Recommendation?
Figure 4 for Can Small Language Models be Good Reasoners for Sequential Recommendation?
Viaarxiv icon

Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond

Mar 15, 2024
Tianxin Wei, Bowen Jin, Ruirui Li, Hansi Zeng, Zhengyang Wang, Jianhui Sun, Qingyu Yin, Hanqing Lu, Suhang Wang, Jingrui He, Xianfeng Tang

Viaarxiv icon

Towards Unified Modeling for Positive and Negative Preferences in Sign-Aware Recommendation

Mar 13, 2024
Yuting Liu, Yizhou Dang, Yuliang Liang, Qiang Liu, Guibing Guo, Jianzhe Zhao, Xingwei Wang

Viaarxiv icon

Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models

Mar 06, 2024
Chengkai Liu, Jianghao Lin, Jianling Wang, Hanzhou Liu, James Caverlee

Figure 1 for Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models
Figure 2 for Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models
Figure 3 for Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models
Figure 4 for Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models
Viaarxiv icon

Repeated Padding as Data Augmentation for Sequential Recommendation

Mar 11, 2024
Yizhou Dang, Yuting Liu, Enneng Yang, Guibing Guo, Linying Jiang, Xingwei Wang, Jianzhe Zhao

Viaarxiv icon

Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset

Mar 08, 2024
Minjin Kim, Minju Kim, Hana Kim, Beong-woo Kwak, Soyeon Chun, Hyunseo Kim, SeongKu Kang, Youngjae Yu, Jinyoung Yeo, Dongha Lee

Figure 1 for Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset
Figure 2 for Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset
Figure 3 for Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset
Figure 4 for Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset
Viaarxiv icon

SSDRec: Self-Augmented Sequence Denoising for Sequential Recommendation

Mar 07, 2024
Chi Zhang, Qilong Han, Rui Chen, Xiangyu Zhao, Peng Tang, Hongtao Song

Figure 1 for SSDRec: Self-Augmented Sequence Denoising for Sequential Recommendation
Figure 2 for SSDRec: Self-Augmented Sequence Denoising for Sequential Recommendation
Figure 3 for SSDRec: Self-Augmented Sequence Denoising for Sequential Recommendation
Figure 4 for SSDRec: Self-Augmented Sequence Denoising for Sequential Recommendation
Viaarxiv icon