Fuli Luo

Principal Researcher, Individual Researcher

Joined

July 2019

Names

Fuli Luo (Preferred)

Emails

****@pku.edu.cn (Confirmed)

****@alibaba-inc.com (Confirmed)

****@163.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Principal Researcher

Individual Researcher (individual.net)

2025 – Present

Principal Researcher

DeepSeek (deepseek.com)

2022 – 2024

Researcher

Alibaba Group (alibaba-inc.com)

2020 – 2022

MS student

Peking University (pku.edu.cn)

2017 – 2020

Advisors, Relations & Conflicts

Coauthor

Runxin Xu

2020 – 2024

PhD Advisor

Zhifang Sui

2017 – 2020

Coauthor

Baobao Chang

2017 – 2020

Expertise

Large Language Models

2020 – 2025

Natural Language Processing

2017 – 2020

Text Summarization and Generation

2015 – 2017

Publications

Stabilizing MoE Reinforcement Learning by Aligning Training and Inference Routers
Wenhan Ma, Hailin Zhang, Liang Zhao, Yifan Song, Yudong Wang, Fuli Luo, Zhifang Sui
- Submitted to ICLR 2026
- Readers: Everyone
Enhancing Reliability across Short and Long-Form Question Answering via Reinforcement Learning
Yudong Wang, Zhe Yang, Wenhan Ma, Liang Zhao, Fuli Luo, Zhifang Sui
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search
Huajian Xin, Z.Z. Ren, Junxiao Song, Zhihong Shao, Wanjia Zhao, Haocheng Wang, Bo Liu, Liyue Zhang, Xuan Lu, Qiushi Du, Wenjun Gao, Haowei Zhang, Qihao Zhu, Dejian Yang, Zhibin Gou, Z.F. Wu, Fuli Luo, Chong Ruan
- ICLR 2025 Poster
- Readers: Everyone
SemVLP: Vision-Language Pre-training by Aligning Semantics at Multiple Levels
Chenliang Li, Ming Yan, Haiyang Xu, Fuli Luo, Wei Wang, Bin Bi, Songfang Huang
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Withdrawn Submission
- Readers: Everyone
VECO: Variable Encoder-decoder Pre-training for Cross-lingual Understanding and Generation
Fuli Luo, Wei Wang, Jiahao Liu, Yijia Liu, Bin Bi, Songfang Huang, Fei Huang, Luo Si
- 28 Sept 2020 (modified: 12 Oct 2025)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
WSD-GAN: Word Sense Disambiguation Using Generative Adversarial Networks.
Zijian Hu, Fuli Luo, Yutong Tan, Wenxin Zeng, Zhifang Sui
- 2019 (modified: 10 Nov 2022)
- AAAI2019
- Readers: Everyone
Hierarchical Encoder with Auxiliary Supervision for Neural Table-to-Text Generation: Learning Better Representation for Tables.
Tianyu Liu, Fuli Luo, Qiaolin Xia, Shuming Ma, Baobao Chang, Zhifang Sui
- 2019 (modified: 02 Mar 2026)
- AAAI2019
- Readers: Everyone
A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer
Chen Wu, Xuancheng Ren, Fuli Luo, Xu Sun
- 2019 (modified: 12 May 2023)
- ACL (1) 2019
- Readers: Everyone
A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer
Chen Wu, Xuancheng Ren, Fuli Luo, Xu Sun
- 2019 (modified: 12 May 2023)
- CoRR 2019
- Readers: Everyone
Cross-language document summarization via extraction and ranking of multiple summaries
Xiaojun Wan, Fuli Luo, Xue Sun, Songfang Huang, Jin-ge Yao
- 2019 (modified: 06 Nov 2022)
- Knowl. Inf. Syst. 2019
- Readers: Everyone

View all 26 publications

Co-Authors

View all 64 co-authors