VQL: An End-to-End Context-Aware Vector Quantization Attention for Ultra-Long User Behavior Modeling
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Kaiyuan, Tang, Yongxiang, Cheng, Yanhua, Bai, Yong, Zeng, Yanxiang, Wang, Chao, Liu, Xialong, Jiang, Peng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
BBQRec: Behavior-Bind Quantization for Multi-Modal Sequential Recommendation
by: Li, Kaiyuan, et al.
Published: (2025)
by: Li, Kaiyuan, et al.
Published: (2025)
Aggregate and Broadcast: Scalable and Efficient Feature Interaction for Recommender Systems
by: Li, Kaiyuan, et al.
Published: (2025)
by: Li, Kaiyuan, et al.
Published: (2025)
CHIME: A Compressive Framework for Holistic Interest Modeling
by: Bai, Yong, et al.
Published: (2025)
by: Bai, Yong, et al.
Published: (2025)
Reward Balancing Revisited: Enhancing Offline Reinforcement Learning for Recommender Systems
by: Shu, Wenzheng, et al.
Published: (2025)
by: Shu, Wenzheng, et al.
Published: (2025)
EBaReT: Expert-guided Bag Reward Transformer for Auto Bidding
by: Li, Kaiyuan, et al.
Published: (2025)
by: Li, Kaiyuan, et al.
Published: (2025)
S-Diff: An Anisotropic Diffusion Model for Collaborative Filtering in Spectral Domain
by: Xia, Rui, et al.
Published: (2024)
by: Xia, Rui, et al.
Published: (2024)
CROLoss: Towards a Customizable Loss for Retrieval Models in Recommender Systems
by: Tang, Yongxiang, et al.
Published: (2022)
by: Tang, Yongxiang, et al.
Published: (2022)
Expert-Guided Diffusion Planner for Auto-Bidding
by: Peng, Yunshan, et al.
Published: (2025)
by: Peng, Yunshan, et al.
Published: (2025)
LASER: An Efficient Target-Aware Segmented Attention Framework for End-to-End Long Sequence Modeling
by: Lin, Tianhe, et al.
Published: (2026)
by: Lin, Tianhe, et al.
Published: (2026)
Make It Long, Keep It Fast: End-to-End 10K Long User Behavior Sequence Modeling for Billion-Scale Douyin Recommendation
by: Guan, Lin, et al.
Published: (2025)
by: Guan, Lin, et al.
Published: (2025)
Distribution-Aware End-to-End Embedding for Streaming Numerical Features in Click-Through Rate Prediction
by: Liu, Jiahao, et al.
Published: (2026)
by: Liu, Jiahao, et al.
Published: (2026)
Scenario-Adaptive Fine-Grained Personalization Network: Tailoring User Behavior Representation to the Scenario Context
by: Zhang, Moyu, et al.
Published: (2024)
by: Zhang, Moyu, et al.
Published: (2024)
Context-based Fast Recommendation Strategy for Long User Behavior Sequence in Meituan Waimai
by: Feng, Zhichao, et al.
Published: (2024)
by: Feng, Zhichao, et al.
Published: (2024)
HyTRec: A Hybrid Temporal-Aware Attention Architecture for Long Behavior Sequential Recommendation
by: Xin, Lei, et al.
Published: (2026)
by: Xin, Lei, et al.
Published: (2026)
Differentiable Geometric Indexing for End-to-End Generative Retrieval
by: Wang, Xujing, et al.
Published: (2026)
by: Wang, Xujing, et al.
Published: (2026)
Optimal Return-to-Go Guided Decision Transformer for Auto-Bidding in Advertisement
by: Jiang, Hao, et al.
Published: (2025)
by: Jiang, Hao, et al.
Published: (2025)
Towards End-to-End Alignment of User Satisfaction via Questionnaire in Video Recommendation
by: Li, Na, et al.
Published: (2026)
by: Li, Na, et al.
Published: (2026)
LREA: Low-Rank Efficient Attention on Modeling Long-Term User Behaviors for CTR Prediction
by: Song, Xin, et al.
Published: (2025)
by: Song, Xin, et al.
Published: (2025)
EulerFormer: Sequential User Behavior Modeling with Complex Vector Attention
by: Tian, Zhen, et al.
Published: (2024)
by: Tian, Zhen, et al.
Published: (2024)
Generative Recommender with End-to-End Learnable Item Tokenization
by: Liu, Enze, et al.
Published: (2024)
by: Liu, Enze, et al.
Published: (2024)
OpenRAG: Optimizing RAG End-to-End via In-Context Retrieval Learning
by: Zhou, Jiawei, et al.
Published: (2025)
by: Zhou, Jiawei, et al.
Published: (2025)
Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models
by: Liu, Wenhan, et al.
Published: (2024)
by: Liu, Wenhan, et al.
Published: (2024)
Reasoning to Rank: An End-to-End Solution for Exploiting Large Language Models for Recommendation
by: Zheng, Kehan, et al.
Published: (2026)
by: Zheng, Kehan, et al.
Published: (2026)
End-to-End Semantic ID Generation for Generative Advertisement Recommendation
by: Jiang, Jie, et al.
Published: (2026)
by: Jiang, Jie, et al.
Published: (2026)
Learning Monotonic Probabilities with a Generative Cost Model
by: Tang, Yongxiang, et al.
Published: (2025)
by: Tang, Yongxiang, et al.
Published: (2025)
AIGQ: An End-to-End Hybrid Generative Architecture for E-commerce Query Recommendation
by: Xu, Jingcao, et al.
Published: (2026)
by: Xu, Jingcao, et al.
Published: (2026)
Towards End-to-End Model-Agnostic Explanations for RAG Systems
by: Sudhi, Viju, et al.
Published: (2025)
by: Sudhi, Viju, et al.
Published: (2025)
ASI++: Towards Distributionally Balanced End-to-End Generative Retrieval
by: Liu, Yuxuan, et al.
Published: (2024)
by: Liu, Yuxuan, et al.
Published: (2024)
Distribution-Guided Auto-Encoder for User Multimodal Interest Cross Fusion
by: Zhang, Moyu, et al.
Published: (2025)
by: Zhang, Moyu, et al.
Published: (2025)
OneSearch: A Preliminary Exploration of the Unified End-to-End Generative Framework for E-commerce Search
by: Chen, Ben, et al.
Published: (2025)
by: Chen, Ben, et al.
Published: (2025)
End-to-end Training for Recommendation with Language-based User Profiles
by: Gao, Zhaolin, et al.
Published: (2024)
by: Gao, Zhaolin, et al.
Published: (2024)
OneMall: One Architecture, More Scenarios -- End-to-End Generative Recommender Family at Kuaishou E-Commerce
by: Zhang, Kun, et al.
Published: (2026)
by: Zhang, Kun, et al.
Published: (2026)
End-to-End Cost-Effective Incentive Recommendation under Budget Constraint with Uplift Modeling
by: Sun, Zexu, et al.
Published: (2024)
by: Sun, Zexu, et al.
Published: (2024)
An End-to-End Multi-objective Ensemble Ranking Framework for Video Recommendation
by: He, Tiantian, et al.
Published: (2025)
by: He, Tiantian, et al.
Published: (2025)
EGA-V1: Unifying Online Advertising with End-to-End Learning
by: Qiu, Junyan, et al.
Published: (2025)
by: Qiu, Junyan, et al.
Published: (2025)
Dynamic Spectral Denoising with Global-Context Attention for Multi-Behavior Recommendation
by: Cai, Miaomiao, et al.
Published: (2026)
by: Cai, Miaomiao, et al.
Published: (2026)
MSA: Memory Sparse Attention for Efficient End-to-End Memory Model Scaling to 100M Tokens
by: Chen, Yu, et al.
Published: (2026)
by: Chen, Yu, et al.
Published: (2026)
SARM: LLM-Augmented Semantic Anchor for End-to-End Live-Streaming Ranking
by: Yang, Ruochen, et al.
Published: (2026)
by: Yang, Ruochen, et al.
Published: (2026)
PIT: A Dynamic Personalized Item Tokenizer for End-to-End Generative Recommendation
by: Wang, Huanjie, et al.
Published: (2026)
by: Wang, Huanjie, et al.
Published: (2026)
Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
by: Tang, Qiaoyu, et al.
Published: (2024)
by: Tang, Qiaoyu, et al.
Published: (2024)
Similar Items
-
BBQRec: Behavior-Bind Quantization for Multi-Modal Sequential Recommendation
by: Li, Kaiyuan, et al.
Published: (2025) -
Aggregate and Broadcast: Scalable and Efficient Feature Interaction for Recommender Systems
by: Li, Kaiyuan, et al.
Published: (2025) -
CHIME: A Compressive Framework for Holistic Interest Modeling
by: Bai, Yong, et al.
Published: (2025) -
Reward Balancing Revisited: Enhancing Offline Reinforcement Learning for Recommender Systems
by: Shu, Wenzheng, et al.
Published: (2025) -
EBaReT: Expert-guided Bag Reward Transformer for Auto Bidding
by: Li, Kaiyuan, et al.
Published: (2025)