SEMINAR: Search Enhanced Multi-modal Interest Network and Approximate Retrieval for Lifelong Sequential Recommendation
Fuente:
arXiv
Saved in:
| Main Authors: | Shen, Kaiming, Ding, Xichen, Zheng, Zixiang, Gong, Yuqi, Li, Qianqian, Liu, Zhongyi, Zhang, Guannan |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MISS: Multi-Modal Tree Indexing and Searching with Lifelong Sequential Behavior for Retrieval Recommendation
by: Guo, Chengcheng, et al.
Published: (2025)
by: Guo, Chengcheng, et al.
Published: (2025)
Pyramid Mixer: Multi-dimensional Multi-period Interest Modeling for Sequential Recommendation
by: Gong, Zhen, et al.
Published: (2025)
by: Gong, Zhen, et al.
Published: (2025)
User Long-Term Multi-Interest Retrieval Model for Recommendation
by: Meng, Yue, et al.
Published: (2025)
by: Meng, Yue, et al.
Published: (2025)
Uncovering Selective State Space Model's Capabilities in Lifelong Sequential Recommendation
by: Yang, Jiyuan, et al.
Published: (2024)
by: Yang, Jiyuan, et al.
Published: (2024)
An Empirical Study of Training ID-Agnostic Multi-modal Sequential Recommenders
by: Li, Youhua, et al.
Published: (2024)
by: Li, Youhua, et al.
Published: (2024)
AMES: Approximate Multi-modal Enterprise Search via Late Interaction Retrieval
by: Joseph, Tony, et al.
Published: (2026)
by: Joseph, Tony, et al.
Published: (2026)
A Multi-Granularity-Aware Aspect Learning Model for Multi-Aspect Dense Retrieval
by: Sun, Xiaojie, et al.
Published: (2023)
by: Sun, Xiaojie, et al.
Published: (2023)
ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation
by: Lin, Jianghao, et al.
Published: (2023)
by: Lin, Jianghao, et al.
Published: (2023)
LLMSeR: Enhancing Sequential Recommendation via LLM-based Data Augmentation
by: Sun, Yuqi, et al.
Published: (2025)
by: Sun, Yuqi, et al.
Published: (2025)
Diffusion Model for Interest Refinement in Multi-Interest Recommendation
by: Le, Yankun, et al.
Published: (2025)
by: Le, Yankun, et al.
Published: (2025)
Towards Transfer-Efficient Multi-modal Sequential Recommendation with State Space Duality
by: Fan, Hao, et al.
Published: (2025)
by: Fan, Hao, et al.
Published: (2025)
Test-Time Alignment for Tracking User Interest Shifts in Sequential Recommendation
by: Zhang, Changshuo, et al.
Published: (2025)
by: Zhang, Changshuo, et al.
Published: (2025)
Capturing User Interests from Data Streams for Continual Sequential Recommendation
by: Lee, Gyuseok, et al.
Published: (2025)
by: Lee, Gyuseok, et al.
Published: (2025)
RaSeRec: Retrieval-Augmented Sequential Recommendation
by: Zhao, Xinping, et al.
Published: (2024)
by: Zhao, Xinping, et al.
Published: (2024)
Revisiting General Map Search via Generative Point-of-Interest Retrieval
by: Chen, Dong, et al.
Published: (2026)
by: Chen, Dong, et al.
Published: (2026)
SIREN: Unified Multi-Granularity Semantic Interaction for Multi-Modal Lifelong User Interest Modeling
by: Zhang, Yaqian, et al.
Published: (2026)
by: Zhang, Yaqian, et al.
Published: (2026)
Multi-Interest Recommendation: A Survey
by: Li, Zihao, et al.
Published: (2025)
by: Li, Zihao, et al.
Published: (2025)
Intent-Interest Disentanglement and Item-Aware Intent Contrastive Learning for Sequential Recommendation
by: Choi, Yijin, et al.
Published: (2025)
by: Choi, Yijin, et al.
Published: (2025)
ABXI: Invariant Interest Adaptation for Task-Guided Cross-Domain Sequential Recommendation
by: Bian, Qingtian, et al.
Published: (2025)
by: Bian, Qingtian, et al.
Published: (2025)
Denoising Long- and Short-term Interests for Sequential Recommendation
by: Zhang, Xinyu, et al.
Published: (2024)
by: Zhang, Xinyu, et al.
Published: (2024)
DMESR: Dual-view MLLM-based Enhancing Framework for Multimodal Sequential Recommendation
by: Huang, Mingyao, et al.
Published: (2026)
by: Huang, Mingyao, et al.
Published: (2026)
Multi-behavior Recommendation with SVD Graph Neural Networks
by: Fu, Shengxi, et al.
Published: (2023)
by: Fu, Shengxi, et al.
Published: (2023)
Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations
by: Li, Lei, et al.
Published: (2024)
by: Li, Lei, et al.
Published: (2024)
MUSE: A Simple Yet Effective Multimodal Search-Based Framework for Lifelong User Interest Modeling
by: Wu, Bin, et al.
Published: (2025)
by: Wu, Bin, et al.
Published: (2025)
Knowledge Enhanced Multi-intent Transformer Network for Recommendation
by: Zou, Ding, et al.
Published: (2024)
by: Zou, Ding, et al.
Published: (2024)
i$^2$VAE: Interest Information Augmentation with Variational Regularizers for Cross-Domain Sequential Recommendation
by: Ning, Xuying, et al.
Published: (2024)
by: Ning, Xuying, et al.
Published: (2024)
MIMNet: Multi-Interest Meta Network with Multi-Granularity Target-Guided Attention for Cross-domain Recommendation
by: Zhu, Xiaofei, et al.
Published: (2024)
by: Zhu, Xiaofei, et al.
Published: (2024)
Multi-Grained Preference Enhanced Transformer for Multi-Behavior Sequential Recommendation
by: He, Chuan, et al.
Published: (2024)
by: He, Chuan, et al.
Published: (2024)
Efficient Sequential Recommendation for Long Term User Interest Via Personalization
by: Zhang, Qiang, et al.
Published: (2026)
by: Zhang, Qiang, et al.
Published: (2026)
GemiRec: Interest Quantization and Generation for Multi-Interest Recommendation
by: Wu, Zhibo, et al.
Published: (2025)
by: Wu, Zhibo, et al.
Published: (2025)
Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation
by: Shan, Rong, et al.
Published: (2025)
by: Shan, Rong, et al.
Published: (2025)
Multi-modal Food Recommendation using Clustering and Self-supervised Learning
by: Zhang, Yixin, et al.
Published: (2024)
by: Zhang, Yixin, et al.
Published: (2024)
LLM-Driven Dual-Level Multi-Interest Modeling for Recommendation
by: Wang, Ziyan, et al.
Published: (2025)
by: Wang, Ziyan, et al.
Published: (2025)
Towards Bridging the Cross-modal Semantic Gap for Multi-modal Recommendation
by: Wu, Xinglong, et al.
Published: (2024)
by: Wu, Xinglong, et al.
Published: (2024)
TSRec: Enhancing Repeat-Aware Recommendation from a Temporal-Sequential Perspective
by: Quan, Shigang, et al.
Published: (2025)
by: Quan, Shigang, et al.
Published: (2025)
Enhancing Sequential Recommendation with World Knowledge from Large Language Models
by: Dai, Tianjie, et al.
Published: (2025)
by: Dai, Tianjie, et al.
Published: (2025)
Multi-modal Generative Models in Recommendation System
by: Ramisa, Arnau, et al.
Published: (2024)
by: Ramisa, Arnau, et al.
Published: (2024)
Federated Mixture-of-Expert for Non-Overlapped Cross-Domain Sequential Recommendation
by: Liu, Yu, et al.
Published: (2025)
by: Liu, Yu, et al.
Published: (2025)
HCMRM: A High-Consistency Multimodal Relevance Model for Search Ads
by: Gan, Guobing, et al.
Published: (2025)
by: Gan, Guobing, et al.
Published: (2025)
A Survey on Multi-Behavior Sequential Recommendation
by: Chen, Xiaoqing, et al.
Published: (2023)
by: Chen, Xiaoqing, et al.
Published: (2023)
Similar Items
-
MISS: Multi-Modal Tree Indexing and Searching with Lifelong Sequential Behavior for Retrieval Recommendation
by: Guo, Chengcheng, et al.
Published: (2025) -
Pyramid Mixer: Multi-dimensional Multi-period Interest Modeling for Sequential Recommendation
by: Gong, Zhen, et al.
Published: (2025) -
User Long-Term Multi-Interest Retrieval Model for Recommendation
by: Meng, Yue, et al.
Published: (2025) -
Uncovering Selective State Space Model's Capabilities in Lifelong Sequential Recommendation
by: Yang, Jiyuan, et al.
Published: (2024) -
An Empirical Study of Training ID-Agnostic Multi-modal Sequential Recommenders
by: Li, Youhua, et al.
Published: (2024)