多目标融合
Turning Clicks into Purchases: Revenue Optimization for Product Search in E-Commerce
https://www.youtube.com/watch?v=dnVX7_YWbR4

Multiobjective Pareto-Efficient Approaches for Recommender Systems

Value-aware Recommendation based on Reinforce- ment Profit Maximization

A Pareto-Efficient Algorithm for Multiple Objective Optimization in E-Commerce Recommendation

多目标学习
Globally Optimized Mutual Influence Aware Ranking in E-Commerce Search
https://zhuanlan.zhihu.com/p/99944128

Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts
https://zhuanlan.zhihu.com/p/107905601

Recommending What Video to Watch Next: A Multitask Ranking System
https://zhuanlan.zhihu.com/p/110373246
https://zhuanlan.zhihu.com/p/86627202

Sub-Network Routing for Flexible Parameter Sharing in Multi-task Learning
https://zhuanlan.zhihu.com/p/150584473

用户行为建模
Behavior Sequence Transformer for E-commerce Recommendation in Alibaba

Practice on Long Sequential User Behavior Modeling for Click-Through Rate Prediction
https://zhuanlan.zhihu.com/p/111929212

长期兴趣建模
Search-based User Interest Modeling with Lifelong Sequential Behavior Data for Click-Through Rate Prediction
https://mp.weixin.qq.com/s/5k2Clf6e_Xnx3Tuedtst0g