MixRec: Heterogeneous Graph Collaborative Filtering
Fuente:
arXiv
Saved in:
| Main Authors: | Xia, Lianghao, Xie, Meiyan, Xu, Yong, Huang, Chao |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
RecDiff: Diffusion Model for Social Recommendation
by: Li, Zongwei, et al.
Published: (2024)
by: Li, Zongwei, et al.
Published: (2024)
Disentangled Contrastive Collaborative Filtering
by: Ren, Xubin, et al.
Published: (2023)
by: Ren, Xubin, et al.
Published: (2023)
SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation
by: Liu, Yuxi, et al.
Published: (2024)
by: Liu, Yuxi, et al.
Published: (2024)
DiffGraph: Heterogeneous Graph Diffusion Model
by: Li, Zongwei, et al.
Published: (2025)
by: Li, Zongwei, et al.
Published: (2025)
LightGNN: Simple Graph Neural Network for Recommendation
by: Chen, Guoxuan, et al.
Published: (2025)
by: Chen, Guoxuan, et al.
Published: (2025)
GraphPro: Graph Pre-training and Prompt Learning for Recommendation
by: Yang, Yuhao, et al.
Published: (2023)
by: Yang, Yuhao, et al.
Published: (2023)
MixRec: Individual and Collective Mixing Empowers Data Augmentation for Recommender Systems
by: Zhang, Yi, et al.
Published: (2025)
by: Zhang, Yi, et al.
Published: (2025)
A Comprehensive Survey on Self-Supervised Learning for Recommendation
by: Ren, Xubin, et al.
Published: (2024)
by: Ren, Xubin, et al.
Published: (2024)
Pre-training for Recommendation Unlearning
by: Chen, Guoxuan, et al.
Published: (2025)
by: Chen, Guoxuan, et al.
Published: (2025)
Diffusion-augmented Graph Contrastive Learning for Collaborative Filter
by: Huang, Fan, et al.
Published: (2025)
by: Huang, Fan, et al.
Published: (2025)
LightRAG: Simple and Fast Retrieval-Augmented Generation
by: Guo, Zirui, et al.
Published: (2024)
by: Guo, Zirui, et al.
Published: (2024)
EasyRec: Simple yet Effective Language Models for Recommendation
by: Ren, Xubin, et al.
Published: (2024)
by: Ren, Xubin, et al.
Published: (2024)
MemRec: Collaborative Memory-Augmented Agentic Recommender System
by: Chen, Weixin, et al.
Published: (2026)
by: Chen, Weixin, et al.
Published: (2026)
Towards Unified and Adaptive Cross-Domain Collaborative Filtering via Graph Signal Processing
by: Lee, Jeongeun, et al.
Published: (2024)
by: Lee, Jeongeun, et al.
Published: (2024)
RecExplainer: Aligning Large Language Models for Explaining Recommendation Models
by: Lei, Yuxuan, et al.
Published: (2023)
by: Lei, Yuxuan, et al.
Published: (2023)
RecKG: Knowledge Graph for Recommender Systems
by: Kwon, Junhyuk, et al.
Published: (2025)
by: Kwon, Junhyuk, et al.
Published: (2025)
SSLRec: A Self-Supervised Learning Framework for Recommendation
by: Ren, Xubin, et al.
Published: (2023)
by: Ren, Xubin, et al.
Published: (2023)
GOT4Rec: Graph of Thoughts for Sequential Recommendation
by: Long, Zewen, et al.
Published: (2024)
by: Long, Zewen, et al.
Published: (2024)
RecLM: Recommendation Instruction Tuning
by: Jiang, Yangqin, et al.
Published: (2024)
by: Jiang, Yangqin, et al.
Published: (2024)
Representation Learning with Large Language Models for Recommendation
by: Ren, Xubin, et al.
Published: (2023)
by: Ren, Xubin, et al.
Published: (2023)
Challenging the Myth of Graph Collaborative Filtering: a Reasoned and Reproducibility-driven Analysis
by: Anelli, Vito Walter, et al.
Published: (2023)
by: Anelli, Vito Walter, et al.
Published: (2023)
RecGPT: A Foundation Model for Sequential Recommendation
by: Jiang, Yangqin, et al.
Published: (2025)
by: Jiang, Yangqin, et al.
Published: (2025)
Rethinking Popularity Bias in Collaborative Filtering via Analytical Vector Decomposition
by: Liu, Lingfeng, et al.
Published: (2025)
by: Liu, Lingfeng, et al.
Published: (2025)
Efficient Evaluation of Large Language Models via Collaborative Filtering
by: Zhong, Xu-Xiang, et al.
Published: (2025)
by: Zhong, Xu-Xiang, et al.
Published: (2025)
TV-Rec: Time-Variant Convolutional Filter for Sequential Recommendation
by: Shin, Yehjin, et al.
Published: (2025)
by: Shin, Yehjin, et al.
Published: (2025)
Enhance Large Language Models as Recommendation Systems with Collaborative Filtering
by: Yang, Zhisheng, et al.
Published: (2025)
by: Yang, Zhisheng, et al.
Published: (2025)
RecAI: Leveraging Large Language Models for Next-Generation Recommender Systems
by: Lian, Jianxun, et al.
Published: (2024)
by: Lian, Jianxun, et al.
Published: (2024)
Unbiased Collaborative Filtering with Fair Sampling
by: Liu, Jiahao, et al.
Published: (2025)
by: Liu, Jiahao, et al.
Published: (2025)
GenRec: A Preference-Oriented Generative Framework for Large-Scale Recommendation
by: Zou, Yanyan, et al.
Published: (2026)
by: Zou, Yanyan, et al.
Published: (2026)
MR.Rec: Synergizing Memory and Reasoning for Personalized Recommendation Assistant with LLMs
by: Huang, Jiani, et al.
Published: (2025)
by: Huang, Jiani, et al.
Published: (2025)
TTT4Rec: A Test-Time Training Approach for Rapid Adaption in Sequential Recommendation
by: Yang, Zhaoqi, et al.
Published: (2024)
by: Yang, Zhaoqi, et al.
Published: (2024)
SimCE: Simplifying Cross-Entropy Loss for Collaborative Filtering
by: Yang, Xiaodong, et al.
Published: (2024)
by: Yang, Xiaodong, et al.
Published: (2024)
AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems
by: Shang, Yu, et al.
Published: (2025)
by: Shang, Yu, et al.
Published: (2025)
FineRec:Exploring Fine-grained Sequential Recommendation
by: Zhang, Xiaokun, et al.
Published: (2024)
by: Zhang, Xiaokun, et al.
Published: (2024)
CoFiRec: Coarse-to-Fine Tokenization for Generative Recommendation
by: Wei, Tianxin, et al.
Published: (2025)
by: Wei, Tianxin, et al.
Published: (2025)
Q-BERT4Rec: Quantized Semantic-ID Representation Learning for Multimodal Recommendation
by: Huang, Haofeng, et al.
Published: (2025)
by: Huang, Haofeng, et al.
Published: (2025)
CherryRec: Enhancing News Recommendation Quality via LLM-driven Framework
by: Wang, Shaohuang, et al.
Published: (2024)
by: Wang, Shaohuang, et al.
Published: (2024)
RecMind: Large Language Model Powered Agent For Recommendation
by: Wang, Yancheng, et al.
Published: (2023)
by: Wang, Yancheng, et al.
Published: (2023)
Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering
by: Sun, Peijie, et al.
Published: (2024)
by: Sun, Peijie, et al.
Published: (2024)
A Gated Hybrid Contrastive Collaborative Filtering Recommendation
by: da Silva, Eduardo Ferreira, et al.
Published: (2026)
by: da Silva, Eduardo Ferreira, et al.
Published: (2026)
Similar Items
-
RecDiff: Diffusion Model for Social Recommendation
by: Li, Zongwei, et al.
Published: (2024) -
Disentangled Contrastive Collaborative Filtering
by: Ren, Xubin, et al.
Published: (2023) -
SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation
by: Liu, Yuxi, et al.
Published: (2024) -
DiffGraph: Heterogeneous Graph Diffusion Model
by: Li, Zongwei, et al.
Published: (2025) -
LightGNN: Simple Graph Neural Network for Recommendation
by: Chen, Guoxuan, et al.
Published: (2025)