conftrace_

sequential recommendation

117 papers

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Also known as

SR SRS SEQREC

Co-occurring keywords

large language model (13587) recommender system (534) user preference (114) representation learning (6206) user preference modeling (48) contrastive learning (4032) collaborative filtering (300) graph neural network (3962) recommendation system (294) diffusion model (3751)

Papers

S²HyRec: Self-Supervised Hypergraph Sequential Recommendation AAAI 2026

Diagnostic-Guided Dynamic Profile Optimization for LLM-based User Simulators in Sequential Recommendation AAAI 2026

HyMoERec: Hybrid Mixture-of-Experts for Sequential Recommendation (Student Abstract) AAAI 2026

De-collapsing User Intent: Adaptive Diffusion Augmentation with Mixture-of-Experts for Sequential Recommendation AAAI 2026

Potent but Stealthy: Rethink Profile Pollution Against Sequential Recommendation via Bi-Level Constrained Reinforcement Paradigm AAAI 2026

MoMoREC: A Multi-agent Motivation Generation Framework for Residual Semantic ID-Aware Recommendation AAAI 2026

SGP4SR: Separated-Modality Guided User Preference Learning for Multimodal Sequential Recommendation AAAI 2026

Hyperbolic-Enhanced Mixture-of-Experts Mamba for Sequential Recommendation AAAI 2026

MSR-Rec: Multi-Step Reasoning-Enhanced LLM for Sequential Recommendation AAAI 2026

Semantic-Aware Data Augmentation for Sequential Recommendation AAAI 2026

Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders ACL 2026

What Makes LLMs Effective Sequential Recommenders? A Study on Preference Intensity and Temporal Context ACL 2026

Wavelet Enhanced Adaptive Frequency Filter for Sequential Recommendation AAAI 2026

Cross-Scale Collaboration between LLMs and Lightweight Sequential Recommenders with Domain-Specific Latent Reasoning AAAI 2026

Multi-granularity Intent Modeling with Adversarial Robustness for Sequential Recommendation AAAI 2026

Exploiting Inter-Session Information with Frequency-enhanced Dual-Path Networks for Sequential Recommendation AAAI 2026

BLADE: A Behavior-Level Data Augmentation Framework with Dual Fusion Modeling for Multi-Behavior Sequential Recommendation AAAI 2026

Capturing Dynamic User Interests Under Modality Imbalance for Multimodal Sequential Recommendation AAAI 2026

Data-Centric Sequential Recommendation with Relation-Augmented Generation AAAI 2026

CLLMRec: Contrastive Learning with LLMs-based View Augmentation for Sequential Recommendation IJCAI 2025

FedCSR: A Federated Framework for Multi-Platform Cross-Domain Sequential Recommendation with Dual Contrastive Learning COLING 2025

Flow-based Time-aware Causal Structure Learning for Sequential Recommendation IJCAI 2025

CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback EMNLP 2025

Counterfactual Task-augmented Meta-learning for Cold-start Sequential Recommendation AAAI 2025

SIGMA: Selective Gated Mamba for Sequential Recommendation AAAI 2025