Wei Guo

Researcher, Huawei Technologies Ltd.

Joined

May 2021

Names

Wei Guo (Preferred)

Emails

****@huawei.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

Huawei Technologies Ltd. (huawei.com)

2025 – 2026

Researcher

Noah's Ark Lab, Huawei Noah's Ark Lab (huawei.com)

2022 – 2025

Researcher

Noah's Ark Lab, Huawei Noah's Ark Lab (huawei.com)

2019 – 2022

MS student

Wuhan University (whu.edu.cn)

2016 – 2019

Undergrad student

Xidian University (xidian.edu.cn)

2012 – 2016

Advisors, Relations & Conflicts

Coworker

Ruiming Tang

Present

Coworker

Huifeng Guo

Present

Coworker

Yong Liu

Present

Coauthor

Hao Wang

Present

Coauthor

Enhong Chen

Present

Coauthor

Defu Lian

Present

Expertise

large recommendation model

2024 – 2025

deep learning recommendation model

2018 – 2023

Publications

Denoising Pre-Training and Customized Prompt Learning for Efficient Multi-Behavior Sequential Recommendation
Hao Wang, Yongqiang Han, Kefan Wang, Kai Cheng, Zhen WANG, Wei Guo, Yong Liu, Defu Lian, Enhong Chen
- OpenReview Archive Direct Upload
- Readers: Everyone
Scaling New Frontiers: Insights into Large Recommendation Models
Wei Guo, Hao Wang, Luankang Zhang, Jin Yao Chin, Zhongzhou Liu, Kai Cheng, Qiushi Pan, Yi Quan Lee, Wanqi Xue, Tingjia Shen, Kenan Song, Kefan Wang, Wenjia Xie, Yuyang Ye, Huifeng Guo, Yong Liu, Defu Lian, Ruiming Tang, Enhong Chen
- OpenReview Archive Direct Upload
- Readers: Everyone
A Universal Framework for Compressing Embeddings in CTR Prediction
Kefan Wang, Hao Wang, Kenan Song, Wei Guo, Kai Cheng, Zhi Li, Yong Liu, Defu Lian, Enhong Chen
- OpenReview Archive Direct Upload
- Readers: Everyone
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
- CoRR 2025
- Readers: Everyone
E-CARE: An Efficient LLM-based Commonsense-Augmented Framework for E-Commerce
Ge Zhang, Rohan Deepak Ajwani, Tony Zheng, Hongjian Gu, Yaochen Hu, Wei Guo, Mark Coates, Yingxue Zhang
- CoRR 2025
- Readers: Everyone
Revisiting scalable sequential recommendation with Multi-Embedding Approach and Mixture-of-Experts
Qiushi Pan, Hao Wang, Guoyuan An, Luankang Zhang, Wei Guo, Yong Liu
- CoRR 2025
- Readers: Everyone
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
- Submitted to ICLR 2026
- Readers: Everyone
CoSteer: Collaborative Decoding-Time Personalization via Local Delta Steering
Hang Lv, Sheng Liang, Hao Wang, Hongchao Gu, Yaxiong Wu, Wei Guo, Defu Lian, Yong Liu, Enhong Chen
- Submitted to ICLR 2026
- Readers: Everyone
Unify in Isolation: Unified Data Synthesis for Divergent Multi-Stage Systems
Tingjia Shen, Hao Wang, Mingjia Yin, Guoyuan An, Wei Guo, Yong Liu, Defu Lian, Enhong Chen
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
FuXi-β: Towards a Lightweight and Fast Large-Scale Generative Recommendation Model
Yufei Ye, Wei Guo, Hao Wang, Hong Zhu, Yuyang Ye, Yong Liu, Huifeng Guo, Ruiming Tang, Defu Lian, Enhong Chen
- CoRR 2025
- Readers: Everyone

View all 88 publications

Co-Authors

View all 141 co-authors