LLM-based Bi-level Multi-interest Learning Framework for Sequential Recommendation
Fuente:
arXiv
Saved in:
| Main Authors: | Qiao, Shutong, Gao, Chen, Yuan, Wei, Li, Yong, Yin, Hongzhi |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
HyMiRec: A Hybrid Multi-interest Learning Framework for LLM-based Sequential Recommendation
by: Zhou, Jingyi, et al.
Published: (2025)
by: Zhou, Jingyi, et al.
Published: (2025)
Integrating Vision-Centric Text Understanding for Conversational Recommender Systems
by: Yuan, Wei, et al.
Published: (2026)
by: Yuan, Wei, et al.
Published: (2026)
Data Watermarking for Sequential Recommender Systems
by: Zhang, Sixiao, et al.
Published: (2024)
by: Zhang, Sixiao, et al.
Published: (2024)
FELLAS: Enhancing Federated Sequential Recommendation with LLM as External Services
by: Yuan, Wei, et al.
Published: (2024)
by: Yuan, Wei, et al.
Published: (2024)
Multi-view Intent Learning and Alignment with Large Language Models for Session-based Recommendation
by: Qiao, Shutong, et al.
Published: (2024)
by: Qiao, Shutong, et al.
Published: (2024)
Prompt-based Multi-interest Learning Method for Sequential Recommendation
by: Dong, Xue, et al.
Published: (2024)
by: Dong, Xue, et al.
Published: (2024)
Prompt-Unknown Promotion Attacks against LLM-based Sequential Recommender Systems
by: Zhao, Yuchuan, et al.
Published: (2026)
by: Zhao, Yuchuan, et al.
Published: (2026)
SCaLRec: Semantic Calibration for LLM-enabled Cloud-Device Sequential Recommendation
by: Zheng, Ruiqi, et al.
Published: (2026)
by: Zheng, Ruiqi, et al.
Published: (2026)
BiVRec: Bidirectional View-based Multimodal Sequential Recommendation
by: Hu, Jiaxi, et al.
Published: (2024)
by: Hu, Jiaxi, et al.
Published: (2024)
When Text-as-Vision Meets Semantic IDs in Generative Recommendation: An Empirical Study
by: Qiao, Shutong, et al.
Published: (2026)
by: Qiao, Shutong, et al.
Published: (2026)
A Survey on Sequential Recommendation
by: Pan, Liwei, et al.
Published: (2024)
by: Pan, Liwei, et al.
Published: (2024)
HMamba: Hyperbolic Mamba for Sequential Recommendation
by: Zhang, Qianru, et al.
Published: (2025)
by: Zhang, Qianru, et al.
Published: (2025)
FOSTER: First-order Dataset Distillation for Text-based Sequential Recommendation
by: Tran, Hung Vinh, et al.
Published: (2026)
by: Tran, Hung Vinh, et al.
Published: (2026)
Multi-agents based User Values Mining for Recommendation
by: Chen, Lijian, et al.
Published: (2025)
by: Chen, Lijian, et al.
Published: (2025)
Multi-LLM Token Filtering and Routing for Sequential Recommendation
by: Chen, Wuhan, et al.
Published: (2026)
by: Chen, Wuhan, et al.
Published: (2026)
Cloud-Device Collaborative Agents for Sequential Recommendation
by: Long, Jing, et al.
Published: (2025)
by: Long, Jing, et al.
Published: (2025)
On-Device Large Language Models for Sequential Recommendation
by: Xia, Xin, et al.
Published: (2026)
by: Xia, Xin, et al.
Published: (2026)
PTF-FSR: A Parameter Transmission-Free Federated Sequential Recommender System
by: Yuan, Wei, et al.
Published: (2024)
by: Yuan, Wei, et al.
Published: (2024)
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval
by: Zhang, Yu, et al.
Published: (2025)
by: Zhang, Yu, et al.
Published: (2025)
Diversity-aware Dual-promotion Poisoning Attack on Sequential Recommendation
by: Zhao, Yuchuan, et al.
Published: (2025)
by: Zhao, Yuchuan, et al.
Published: (2025)
TME-PSR: Time-aware, Multi-interest, and Explanation Personalization for Sequential Recommendation
by: Wang, Qingzhuo, et al.
Published: (2026)
by: Wang, Qingzhuo, et al.
Published: (2026)
Federated Learning and Unlearning for Recommendation with Personalized Data Sharing
by: Qu, Liang, et al.
Published: (2026)
by: Qu, Liang, et al.
Published: (2026)
Challenging Low Homophily in Social Recommendation
by: Jiang, Wei, et al.
Published: (2024)
by: Jiang, Wei, et al.
Published: (2024)
M2Rec: Multi-scale Mamba for Efficient Sequential Recommendation
by: Zhang, Qianru, et al.
Published: (2025)
by: Zhang, Qianru, et al.
Published: (2025)
Proxy Model-Guided Reinforcement Learning for Client Selection in Federated Recommendation
by: Qu, Liang, et al.
Published: (2025)
by: Qu, Liang, et al.
Published: (2025)
BiFair: A Fairness-aware Training Framework for LLM-enhanced Recommender Systems via Bi-level Optimization
by: Zhang, Jiaming, et al.
Published: (2025)
by: Zhang, Jiaming, et al.
Published: (2025)
Dataset Regeneration for Sequential Recommendation
by: Yin, Mingjia, et al.
Published: (2024)
by: Yin, Mingjia, et al.
Published: (2024)
FindRec: Stein-Guided Entropic Flow for Multi-Modal Sequential Recommendation
by: Wang, Maolin, et al.
Published: (2025)
by: Wang, Maolin, et al.
Published: (2025)
Beyond the Sequence: Statistics-Driven Pre-training for Stabilizing Sequential Recommendation Model
by: Wang, Sirui, et al.
Published: (2024)
by: Wang, Sirui, et al.
Published: (2024)
Controllable and Stealthy Shilling Attacks via Dispersive Latent Diffusion
by: Qiao, Shutong, et al.
Published: (2025)
by: Qiao, Shutong, et al.
Published: (2025)
ProMax: Exploring the Potential of LLM-derived Profiles with Distribution Shaping for Recommender Systems
by: Zhang, Yi, et al.
Published: (2026)
by: Zhang, Yi, et al.
Published: (2026)
STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation
by: Wang, Maolin, et al.
Published: (2025)
by: Wang, Maolin, et al.
Published: (2025)
WeaveRec: An LLM-Based Cross-Domain Sequential Recommendation Framework with Model Merging
by: Hou, Min, et al.
Published: (2025)
by: Hou, Min, et al.
Published: (2025)
Modeling User Fatigue for Sequential Recommendation
by: Li, Nian, et al.
Published: (2024)
by: Li, Nian, et al.
Published: (2024)
Automated Similarity Metric Generation for Recommendation
by: Qu, Liang, et al.
Published: (2024)
by: Qu, Liang, et al.
Published: (2024)
RimiRec: Modeling Refined Multi-interest in Hierarchical Structure for Recommendation
by: Pei, Haolei, et al.
Published: (2024)
by: Pei, Haolei, et al.
Published: (2024)
Quality-Aware Collaborative Multi-Positive Contrastive Learning for Sequential Recommendation
by: Wang, Wei
Published: (2026)
by: Wang, Wei
Published: (2026)
Diffusion-based Contrastive Learning for Sequential Recommendation
by: Cui, Ziqiang, et al.
Published: (2024)
by: Cui, Ziqiang, et al.
Published: (2024)
On Mitigating Data Sparsity in Conversational Recommender Systems
by: Zhang, Sixiao, et al.
Published: (2025)
by: Zhang, Sixiao, et al.
Published: (2025)
Uncertainty-Aware Semantic Decoding for LLM-Based Sequential Recommendation
by: Yin, Chenke, et al.
Published: (2025)
by: Yin, Chenke, et al.
Published: (2025)
Similar Items
-
HyMiRec: A Hybrid Multi-interest Learning Framework for LLM-based Sequential Recommendation
by: Zhou, Jingyi, et al.
Published: (2025) -
Integrating Vision-Centric Text Understanding for Conversational Recommender Systems
by: Yuan, Wei, et al.
Published: (2026) -
Data Watermarking for Sequential Recommender Systems
by: Zhang, Sixiao, et al.
Published: (2024) -
FELLAS: Enhancing Federated Sequential Recommendation with LLM as External Services
by: Yuan, Wei, et al.
Published: (2024) -
Multi-view Intent Learning and Alignment with Large Language Models for Session-based Recommendation
by: Qiao, Shutong, et al.
Published: (2024)