Researcher — paper.dinq.me

2026 顶会论文

作者位次 #7/11ICML 2026Poster· Applications / Everything Else

Can Recommender Systems Teach Themselves? A Recursive Self-Improving Framework with Fidelity Control

Luankang Zhang · Hao Wang · Zhongzhou Liu · MINGJIA YIN · Yonghao Huang · Jiaqi Li · Wei Guo · Yong Liu · Huifeng Guo · Defu Lian · Enhong Chen (University of Science and Technology of China &amp

强化学习与后训练OpenReview

作者位次 #5/7SIGIR 2026Poster· Information Retrieval (Industry)

Full Retraining, Incremental Fine-tuning, and Hybrid Serving: Model Updating and Serving for Industrial Generative Recommender Systems

Lu Fan · Qijiong Liu · Zhongzhou Liu · Guoyuan An · Wei Guo · Yong Liu · Xiao-Ming Wu

摘要

Generative recommendation casts recommendation as conditional sequence generation over text- or token-based representations and has shown strong promise in industrial systems. However, keeping such models up to date in dynamic environments is difficult: full retraining on sliding windows is expen...

评测与基准可解释性强化学习与后训练OpenReview

作者位次 #2/8KDD 2026Oral· Knowledge Discovery & Data Mining

FuXi-γ: Efficient Sequential Recommendation with Exponential-Power Temporal Encoder and Diagonal-Sparse Positional Mechanism

Dezhi Yi · Wei Guo · Wenyang Cui · Wenxuan He · Huifeng Guo · Yong Liu · Zhenhua Dong · Ye Lu

可解释性效率与系统检索与知识OpenReview

作者位次 #4/9KDD 2026Oral· Knowledge Discovery & Data Mining

Thought-Augmented Planning for LLM-Powered Interactive Recommender Agent

Haocheng Yu · Yaxiong Wu · Mingjia Yin (University of Science and Technology of China &amp · Wei Guo · Yong Liu · Yawen Li · Yuyang Ye · Junping Du · Enhong Chen (University of Science and Technology of China &amp

推理智能体与工具检索与知识OpenReview

作者位次 #2/10KDD 2026Oral· Knowledge Discovery & Data Mining

FuXi-Linear: Unleashing the Power of Linear Attention in Long-term Time-aware Sequential Recommendation

Yufei Ye · Wei Guo · Mingjia Yin (University of Science and Technology of China &amp · Luankang Zhang · Heng Chang · Hong Zhu · Yuyang Ye · Yong Liu · Defu Lian · Enhong Chen (University of Science and Technology of China &amp

检索与知识长上下文与架构OpenReview

Wei Guo

获取完整研究档案