Cover Image

Enhancing Sequential Music Recommendation with Negative Feedback-informed Contrastive Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Seshadri, Pavan, Shashaani, Shahrzad, Knees, Peter
Format:	Preprint
Published:	2024
Subjects:	Information Retrieval
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Leveraging Negative Signals with Self-Attention for Sequential Music Recommendation
by: Seshadri, Pavan, et al.
Published: (2023)

Benefiting from Negative yet Informative Feedback by Contrasting Opposing Sequential Patterns
by: Ivanova, Veronika, et al.
Published: (2025)

Enhancing Sequential Music Recommendation with Personalized Popularity Awareness
by: Abbattista, Davide, et al.
Published: (2024)

Equivariant Contrastive Learning for Sequential Recommendation
by: Zhou, Peilin, et al.
Published: (2022)

Diffusion-based Contrastive Learning for Sequential Recommendation
by: Cui, Ziqiang, et al.
Published: (2024)

Frequency-aware Adaptive Contrastive Learning for Sequential Recommendation
by: Wang, Zhikai, et al.
Published: (2026)

Intent-aware Diffusion with Contrastive Learning for Sequential Recommendation
by: Qu, Yuanpeng, et al.
Published: (2025)

Negative Feedback for Music Personalization
by: Mei, M. Jeffrey, et al.
Published: (2024)

BIPCL: Bilateral Intent-Enhanced Sequential Recommendation via Embedding Perturbation Contrastive Learning
by: Zhang, Shanfan, et al.
Published: (2026)

Learnable Sequence Augmenter for Triplet Contrastive Learning in Sequential Recommendation
by: Wang, Wei, et al.
Published: (2025)

Is Contrastive Learning Necessary? A Study of Data Augmentation vs Contrastive Learning in Sequential Recommendation
by: Zhou, Peilin, et al.
Published: (2024)

Similarity-Guided Diffusion for Contrastive Sequential Recommendation
by: Choi, Jinkyeong, et al.
Published: (2025)

Quality-Aware Collaborative Multi-Positive Contrastive Learning for Sequential Recommendation
by: Wang, Wei
Published: (2026)

NFARec: A Negative Feedback-Aware Recommender Model
by: Wang, Xinfeng, et al.
Published: (2024)

Learning and Optimization of Implicit Negative Feedback for Industrial Short-video Recommender System
by: Pan, Yunzhu, et al.
Published: (2023)

Heterogeneous Sequel-Aware Graph Neural Networks for Sequential Learning
by: Tiwari, Anushka, et al.
Published: (2025)

Multi-Level Sequence Denoising with Cross-Signal Contrastive Learning for Sequential Recommendation
by: Zhu, Xiaofei, et al.
Published: (2024)

Intent-Interest Disentanglement and Item-Aware Intent Contrastive Learning for Sequential Recommendation
by: Choi, Yijin, et al.
Published: (2025)

Relative Contrastive Learning for Sequential Recommendation with Similarity-based Positive Pair Selection
by: Wang, Zhikai, et al.
Published: (2025)

Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation
by: Cui, Ziqiang, et al.
Published: (2025)

RevGNN: Negative Sampling Enhanced Contrastive Graph Learning for Academic Reviewer Recommendation
by: Liao, Weibin, et al.
Published: (2024)

Modeling Domain and Feedback Transitions for Cross-Domain Sequential Recommendation
by: Zhang, Changshuo, et al.
Published: (2024)

"Beyond the past": Leveraging Audio and Human Memory for Sequential Music Recommendation
by: Tran, Viet-Anh, et al.
Published: (2025)

Multimodal Pre-training Framework for Sequential Recommendation via Contrastive Learning
by: Zhang, Lingzi, et al.
Published: (2023)

Sequential Recommendation on Temporal Proximities with Contrastive Learning and Self-Attention
by: Jung, Hansol, et al.
Published: (2024)

Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention
by: Liu, Ziru, et al.
Published: (2024)

CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback
by: Wang, Yifan, et al.
Published: (2025)

Unbiased and Robust: External Attention-enhanced Graph Contrastive Learning for Cross-domain Sequential Recommendation
by: Wang, Xinhua, et al.
Published: (2023)

Modeling Temporal Positive and Negative Excitation for Sequential Recommendation
by: Huang, Chengkai, et al.
Published: (2024)

Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation
by: Zheng, Bowen, et al.
Published: (2024)

Divergence Meets Consensus: A Multi-Source Negative Sampling Framework for Sequential Recommendation
by: Li, Yuanzi, et al.
Published: (2026)

Improving Sequential Query Recommendation with Immediate User Feedback
by: Parambath, Shameem A Puthiya, et al.
Published: (2022)

Multimodal Difference Learning for Sequential Recommendation
by: Li, Changhong, et al.
Published: (2024)

Oh, Behave! Country Representation Dynamics Created by Feedback Loops in Music Recommender Systems
by: Lesota, Oleg, et al.
Published: (2024)

Spatio-Temporal Contrastive Learning Enhanced GNNs for Session-based Recommendation
by: Wan, Zhongwei, et al.
Published: (2022)

SymCERE: Symmetric Contrastive Learning for Robust Review-Enhanced Recommendation
by: Suzumura, Toyotaro, et al.
Published: (2025)

Wavelet Enhanced Adaptive Frequency Filter for Sequential Recommendation
by: Xu, Huayang, et al.
Published: (2025)

Graph-Sequential Alignment and Uniformity: Toward Enhanced Recommendation Systems
by: Cao, Yuwei, et al.
Published: (2024)

FELLAS: Enhancing Federated Sequential Recommendation with LLM as External Services
by: Yuan, Wei, et al.
Published: (2024)

WPGRec: Wavelet Packet Guided Graph Enhanced Sequential Recommendation
by: Liu, Peilin, et al.
Published: (2026)