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Multifaceted Relation-aware Meta-learning with Dual Customization for User Cold-start Recommendation

https://doi.org/10.1145/3597458
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1109/icdm.2010.129openalex-snapshot
Learning Attribute-to-Feature Mappings for Cold-Start Recommendations
inferredcites →https://doi.org/10.1109/icdm.2018.00035openalex-snapshot
Self-Attentive Sequential Recommendation
inferredcites →https://doi.org/10.1109/ijcnn.2019.8852100openalex-snapshot
Meta-Learning for User Cold-Start Recommendation
inferredcites →https://doi.org/10.1109/tkde.2018.2833443openalex-snapshot
Heterogeneous Information Network Embedding for Recommendation
inferredcites →https://doi.org/10.1109/tkde.2019.2924656openalex-snapshot
On Both Cold-Start and Long-Tail Recommendation with Social Data
inferredcites →https://doi.org/10.1109/tkde.2022.3168775openalex-snapshot
MetaKG: Meta-Learning on Knowledge Graph for Cold-Start Recommendation
inferredcites →https://doi.org/10.1145/2645710.2645772openalex-snapshot
Social collaborative filtering for cold-start recommendations
inferredcites →https://doi.org/10.1145/2740908.2742726openalex-snapshot
AutoRec
inferredcites →https://doi.org/10.1145/2959100.2959172openalex-snapshot
Latent Factor Representations for Cold-Start Video Recommendation
inferredcites →https://doi.org/10.1145/2988450.2988454openalex-snapshot
Wide & Deep Learning for Recommender Systems
inferredcites →https://doi.org/10.1145/3038912.3052569openalex-snapshot
Neural Collaborative Filtering
inferredcites →https://doi.org/10.1145/3269206.3271684openalex-snapshot
CoNet
inferredcites →https://doi.org/10.1145/3269206.3271739openalex-snapshot
RippleNet
inferredcites →https://doi.org/10.1145/3292500.3330726openalex-snapshot
Sequential Scenario-Specific Meta Learner for Online Recommendation
inferredcites →https://doi.org/10.1145/3292500.3330836openalex-snapshot
Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems
inferredcites →https://doi.org/10.1145/3292500.3330859openalex-snapshot
MeLU
inferredcites →https://doi.org/10.1145/3292500.3330989openalex-snapshot
KGAT
inferredcites →https://doi.org/10.1145/3308558.3313562openalex-snapshot
Heterogeneous Graph Attention Network
inferredcites →https://doi.org/10.1145/3331184.3331268openalex-snapshot
Warm Up Cold-start Advertisements
inferredcites →https://doi.org/10.1145/3336191.3371793openalex-snapshot
DDTCDR
inferredcites →https://doi.org/10.1145/3340531.3411961openalex-snapshot
Jointly Modeling Individual Student Behaviors and Social Influence for Prediction Tasks
inferredcites →https://doi.org/10.1145/3357384.3357895openalex-snapshot
BERT4Rec
inferredcites →https://doi.org/10.1145/3394486.3403113openalex-snapshot
MAMO
inferredcites →https://doi.org/10.1145/3394486.3403207openalex-snapshot
Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation
inferredcites →https://doi.org/10.1145/3397271.3401060openalex-snapshot
Content-aware Neural Hashing for Cold-start Recommendation
inferredcites →https://doi.org/10.1145/3397271.3401169openalex-snapshot
CATN
inferredcites →https://doi.org/10.1145/3397271.3401178openalex-snapshot
Recommendation for New Users and New Items via Randomized Training and Mixture-of-Experts Transformation
inferredcites →https://doi.org/10.1145/3397271.3401426openalex-snapshot
A Heterogeneous Information Network based Cross Domain Insurance Recommendation System for Cold Start Users
inferredcites →https://doi.org/10.1145/3404835.3462831openalex-snapshot
FORM: Follow the Online Regularized Meta-Leader for Cold-Start Recommendation
inferredcites →https://doi.org/10.1145/3404835.3462843openalex-snapshot
Learning to Warm Up Cold Item Embeddings for Cold-start Recommendation with Meta Scaling and Shifting Networks
inferredcites →https://doi.org/10.1145/3404835.3462879openalex-snapshot
Learning Graph Meta Embeddings for Cold-Start Ads in Click-Through Rate Prediction
inferredcites →https://doi.org/10.1145/3437963.3441750openalex-snapshot
Relation-aware Meta-learning for E-commerce Market Segment Demand Prediction with Limited Records
inferredcites →https://doi.org/10.1145/3442381.3449908openalex-snapshot
Task-adaptive Neural Process for User Cold-Start Recommendation
inferredcites →https://doi.org/10.1145/3447548.3467427openalex-snapshot
Multi-view Denoising Graph Auto-Encoders on Heterogeneous Information Networks for Cold-start Recommendation
inferredcites →https://doi.org/10.1145/3459637.3482256openalex-snapshot
Enhancing User Interest Modeling with Knowledge-Enriched Itemsets for Sequential Recommendation
inferredcites →https://doi.org/10.1145/3460198openalex-snapshot
Sequential-Knowledge-Aware Next POI Recommendation: A Meta-Learning Approach
inferredcites →https://doi.org/10.1609/aaai.v32i1.11245openalex-snapshot
Social Recommendation with an Essential Preference Space
inferredcites →https://doi.org/10.1609/aaai.v35i12.17287openalex-snapshot
Personalized Adaptive Meta Learning for Cold-start User Preference Prediction
inferredcites →https://doi.org/10.18653/v1/d16-1147openalex-snapshot
Key-Value Memory Networks for Directly Reading Documents
inferredcites →https://doi.org/10.24963/ijcai.2017/239openalex-snapshot
DeepFM: A Factorization-Machine based Neural Network for CTR Prediction
inferredcites →https://doi.org/10.24963/ijcai.2017/435openalex-snapshot
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks
inferredcites →https://doi.org/10.24963/ijcai.2018/469openalex-snapshot
Recommendation with Multi-Source Heterogeneous Information
inferredcites →https://doi.org/10.24963/ijcai.2019/600openalex-snapshot
Feature-level Deeper Self-Attention Network for Sequential Recommendation
inferredcites →https://doi.org/10.24963/ijcai.2020/357openalex-snapshot
Intent Preference Decoupling for User Representation on Online Recommender System
inferredcites →https://doi.org/10.24963/ijcai.2021/222openalex-snapshot
Preference-Adaptive Meta-Learning for Cold-Start Recommendation
inferredcites →https://doi.org/10.24963/ijcai.2021/415openalex-snapshot
MFNP: A Meta-optimized Model for Few-shot Next POI Recommendation

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-031-74485-3_29openalex-snapshot
Text Mining via ChatGPT to Extract Voice of Customer Insights from Twitter Conversational Interactions Dataset
inferred← citeshttps://doi.org/10.1007/978-3-032-29760-0_16openalex-snapshot
MAML-KT: Addressing Cold Start Problem in Knowledge Tracing for New Students via Few-Shot Model-Agnostic Meta Learning
inferred← citeshttps://doi.org/10.1007/978-981-95-3483-8_6openalex-snapshot
A DeepSeek-Based Multimodal Emotion Recognition Algorithm for Elderly-Oriented Cultural Tourism Scenarios
inferred← citeshttps://doi.org/10.1007/978-981-99-7019-3_20openalex-snapshot
Coarse-to-Fine Response Generation for Document Grounded Conversations
inferred← citeshttps://doi.org/10.1007/s10115-025-02532-0openalex-snapshot
Multi-label feature selection based on logistic regression and random walk strategy
inferred← citeshttps://doi.org/10.1007/s44196-023-00348-wopenalex-snapshot
Spark-Based Label Diffusion and Label Selection Community Detection Algorithm for Metagenome Sequence Clustering
inferred← citeshttps://doi.org/10.1007/s44196-024-00448-1openalex-snapshot
Speech Keyword Spotting Method Based on Swin-Transformer Model
inferred← citeshttps://doi.org/10.1016/j.asoc.2026.115069openalex-snapshot
Consistency regularization for complementary clothing recommendations
inferred← citeshttps://doi.org/10.1016/j.dss.2025.114473openalex-snapshot
Multi-interest transfer using contrastive learning for cross-domain recommendation
inferred← citeshttps://doi.org/10.1016/j.engappai.2025.112462openalex-snapshot
Hypergraph induced semi-supervised orthogonal nonnegative matrix factorization with label and constraint propagation
inferred← citeshttps://doi.org/10.1016/j.eswa.2025.130529openalex-snapshot
FedAspect-GNN: Integrating aspect-level sentiment analysis and graph neural networks for federated recommendation
inferred← citeshttps://doi.org/10.1016/j.ins.2024.121138openalex-snapshot
Hypergraph-based convex semi-supervised unconstraint symmetric matrix factorization for image clustering
inferred← citeshttps://doi.org/10.1088/1742-6596/2833/1/012001openalex-snapshot
Confidence Prediction Based on Uncertain Knowledge Graph Structure Embedding
inferred← citeshttps://doi.org/10.3390/admsci16010033openalex-snapshot
Towards an AI-Augmented Graduate Model for Entrepreneurship Education: Connecting Knowledge, Innovation, and Venture Ecosystems
inferred← citeshttps://doi.org/10.3390/app14156807openalex-snapshot
Combining Semantic and Structural Features for Reasoning on Patent Knowledge Graphs
inferred← citeshttps://doi.org/10.3390/electronics13030607openalex-snapshot
Multi-Channel Graph Convolutional Networks for Graphs with Inconsistent Structures and Features
inferred← citeshttps://doi.org/10.3390/electronics13224486openalex-snapshot
Embedding Hierarchical Tree Structure of Concepts in Knowledge Graph Embedding
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