Hong Zhu

Joined

December 2019

Names

Hong Zhu

Emails

****@163.com (Confirmed)

****@huawei.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

Huawei Technologies Ltd. (huawei.com)

2016 – 2025

PhD student

Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2010 – 2016

Undergrad student

Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2006 – 2010

Advisors, Relations & Conflicts

Coauthor

Ruiming Tang

2018 – 2025

Expertise

OoD

Counterfactual learning

debias

self-training

PU learning

Long-tailed Learning

2016 – Present

Publications

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
FuXi-α: Scaling Recommendation Model with Feature Interaction Enhanced Transformer
Yufei Ye, Wei Guo, Jin Yao Chin, Hao Wang, Hong Zhu, Xi Lin, Yuyang Ye, Yong Liu, Ruiming Tang, Defu Lian, Enhong Chen
- WWW (Companion Volume) 2025
- Readers: Everyone
A Practice-Friendly Two-Stage LLM-Enhanced Paradigm in Sequential Recommendation
Dugang Liu, Shenxian Xian, Xiaolin Lin, Xiaolian Zhang, Hong Zhu, Yuan Fang, Zhen Chen, Zhong Ming
- CoRR 2024
- Readers: Everyone
Collaborative-Enhanced Prediction of Spending on Newly Downloaded Mobile Games under Consumption Uncertainty
Peijie Sun, Yifan Wang, Min Zhang, Chuhan Wu, Yan Fang, Hong Zhu, Yuan Fang, Meng Wang
- WWW (Companion Volume) 2024
- Readers: Everyone
Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models
Yunjia Xi, Weiwen Liu, Jianghao Lin, Xiaoling Cai, Hong Zhu, Jieming Zhu, Bo Chen, Ruiming Tang, Weinan Zhang, Yong Yu
- RecSys 2024
- Readers: Everyone
Confidence-Aware Multi-Field Model Calibration
Yuang Zhao, Chuhan Wu, Qinglin Jia, Hong Zhu, Jia Yan, Libin Zong, Linxuan Zhang, Zhenhua Dong, Muyu Zhang
- CIKM 2024
- Readers: Everyone
LIBER: Lifelong User Behavior Modeling Based on Large Language Models
Chenxu Zhu, Shigang Quan, Bo Chen, Jianghao Lin, Xiaoling Cai, Hong Zhu, Xiangyang Li, Yunjia Xi, Weinan Zhang, Ruiming Tang
- CoRR 2024
- Readers: Everyone
Debiased Representation Learning in Recommendation via Information Bottleneck
Dugang Liu, Pengxiang Cheng, Hong Zhu, Zhenhua Dong, Xiuqiang He, Weike Pan, Zhong Ming
- Published: 01 Jan 2023, Last Modified: 27 Jan 2024
- Trans. Recomm. Syst. 2023
- Readers: Everyone
Robust Long-Tailed Learning via Label-Aware Bounded CVaR
Hong Zhu, Runpeng Yu, Xing Tang, Yifei Wang, Yuan Fang, Yisen Wang
- CoRR 2023
- Readers: Everyone
Contrastive Multi-view Framework for Customer Lifetime Value Prediction
Chuhan Wu, Jingjie Li, Qinglin Jia, Hong Zhu, Yuan Fang, Ruiming Tang
- CoRR 2023
- Readers: Everyone

View all 24 publications

Co-Authors

View all 75 co-authors