Guangda Huzhang

Researcher, shopee

Joined

May 2023

Names

Guangda Huzhang (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

shopee (shopee.com)

2022 – 2026

PhD student

Nanyang Technological University (ntu.edu.sg)

2014 – 2018

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Getting Your LLMs Ready for Reinforcement Learning with Lightweight SFT
Xinran Li, Guangda Huzhang, Siqi Shen, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, Jun Zhang
- ICLR 2026 Poster
- Readers: Everyone
Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization
Meng Li, Guangda Huzhang, Haibo Zhang, Xiting Wang, Anxiang Zeng
- OpenReview Archive Direct Upload
- Readers: Everyone
SPACE: Noise Contrastive Estimation Stabilizes Self-Play Fine-Tuning for Large Language Models
Yibo Wang, Guangda Huzhang, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, Lijun Zhang
- NeurIPS 2025 poster
- Readers: Everyone
Triplets Better Than Pairs: Towards Stable and Effective Self-Play Fine-Tuning for LLMs
Yibo Wang, Hai-Long Sun, Guangda Huzhang, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, Lijun Zhang
- NeurIPS 2025 poster
- Readers: Everyone
Recurrent Temporal Revision Graph Networks
YIZHOU CHEN, Anxiang Zeng, Qingtao Yu, Kerui Zhang, Cao Yuanpeng, Kangle Wu, Guangda Huzhang, Han Yu, Zhiming Zhou
- NeurIPS 2023 poster
- Readers: Everyone
AliExpress Learning-to-Rank: Maximizing Online Model Performance Without Going Online
Guangda Huzhang, Zhen-Jia Pang, Yongqing Gao, Yawen Liu, Weijie Shen, Wen-Ji Zhou, Qianying Lin, Qing Da, Anxiang Zeng, Han Yu, Yang Yu, Zhi-Hua Zhou
- 2023 (modified: 17 Apr 2023)
- IEEE Trans. Knowl. Data Eng. 2023
- Readers: Everyone
Clustered Embedding Learning for Recommender Systems
Yizhou Chen, Guangda Huzhang, Anxiang Zeng, Qingtao Yu, Hui Sun, Heng-Yi Li, Jingyi Li, Yabo Ni, Han Yu, Zhiming Zhou
- Published: 01 Jan 2023, Last Modified: 11 May 2023
- CoRR 2023
- Readers: Everyone
Clustered Embedding Learning for Recommender Systems
Yizhou Chen, Guangda Huzhang, Anxiang Zeng, Qingtao Yu, Hui Sun, Heng-Yi Li, Jingyi Li, Yabo Ni, Han Yu, Zhiming Zhou
- Published: 01 Jan 2023, Last Modified: 11 May 2023
- WWW 2023
- Readers: Everyone
Learning-To-Ensemble by Contextual Rank Aggregation in E-Commerce
Xuesi Wang, Guangda Huzhang, Qianying Lin, Qing Da
- Published: 01 Jan 2022, Last Modified: 11 May 2023
- WSDM 2022
- Readers: Everyone
Exploit Customer Life-time Value with Memoryless Experiments
Zizhao Zhang, Yifei Zhao, Guangda Huzhang
- Published: 01 Jan 2022, Last Modified: 11 May 2023
- CoRR 2022
- Readers: Everyone

View all 20 publications

Co-Authors

View all 56 co-authors