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论文：Efficient Attention: Attention with Linear Complexities
论文   注意力机制  
美团外卖CoFARS模型：Context-based Fast Recommendation Strategy for Long User Behavior Sequence in Meituan Waimai
美团   论文   推荐系统  
腾讯终身交叉网络LCN模型：Cross-Domain LifeLong Sequential Modeling for Online Click-Through Rate Prediction
论文   序列建模   腾讯  
字节多兴趣建模：Trinity: Syncretizing Multi-/Long-tail/Long-term Interests All in One
论文   多兴趣建模   字节  
论文：Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning in Targeted Display Advertising（AITM）
论文   推荐系统  
论文：A Survey on Large Language Models for Recommendation，大语言模型在推荐系统中的应用综述
论文   LLM   推荐系统  
Preliminary and Motivation
论文  
HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling
论文  
Self-Attentive Sequential Recommendation（SASRec）
论文   推荐系统  
论文：LLaMA: Open and Efficient Foundation Language Models
论文   LLM  
论文：PatchFormer: An Efficient Point Transformer with Patch Attention
论文  
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting
论文  
论文：Actions Speak Louder than Words：Trillion - Parameter Sequential Transducers for Generative Recommendations HSTU
论文  
论文：TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters
论文  
论文《Applying Deep Learning To Airbnb Search》阅读笔记
论文   DNN  
论文：A DEEP PROBABILISTIC MODEL FOR CUSTOMER LIFETIME VALUE PREDICTION
论文   LTV  
ControlNet，Adding Conditional Control to Text-to-Image Diffusion Models
论文  
论文-GCOF: Self-iterative Text Generation for Copywriting Using Large Language Model
论文   LLM  
论文：VQ-VAE:Neural Discrete Representation Learning
推荐系统   论文  
论文：HoME - Hierarchy of Multi - Gate Experts for Multi - Task Learning at Kuaishou
论文   MTL