Yuan Lu

Principal Researcher, Xiaohongshu

Joined

March 2025

Names

Yuan Lu (Preferred)

Emails

****@xiaohongshu.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Principal Researcher

Xiaohongshu (xiaohongshu.com)

2025 – Present

Advisors, Relations & Conflicts

Coauthor

Jieping Ye

Present

Coauthor

Shuicheng YAN

Present

Coauthor

Yongbin Li

2019 – 2024

Expertise

large language model pretraining

instruction following

reinforcement learning from human feedback

2018 – 2022

languange model pretraining

2018 – 2022

dialogue system

2015 – 2020

Publications

Quadratic Direct Forecast for Training Multi-Step Time-Series Forecast Models
Eric Wang, Licheng Pan, Yuan Lu, Zi Ciu Chan, Tianqiao Liu, Shuting He, Zhixuan Chu, Qingsong Wen, Haoxuan Li, Zhouchen Lin
- ICLR 2026 Poster
- Readers: Everyone
On the Necessity of Step-Specific Representation Learning for Multi-Step Forecasting
Licheng Pan, Zhijian Xu, Zi Ciu Chan, Haoxuan Li, Shuting He, Xiaoxi Li, Eric Wang, Yuan Lu, Qingsong Wen
- Submitted to ICLR 2026
- Readers: Everyone
Expanding Scaling Boundary of Compositional Text-to-Image Generation via Composition Curriculum
Shijian Wang, Runhao Fu, Siyi Zhao, Qingqin ZHAN, Xingjian Wang, Jiarui Jin, Yuan Lu, Hanqian Wu, Cunjian Chen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Graph Attribute Imputation via Generalized Wasserstein Balancing
Zhengnan Li, Yuan Lu, Zhichao Chen, Jun Fang, Xiaoxi Li, Yinuo Wang, Zhixuan Chu, Qingsong Wen, Haoxuan Li, Eric Wang
- Submitted to ICLR 2026
- Readers: Everyone
Video-Thinker: Sparking "Thinking with Videos" via Reinforcement Learning
Shijian Wang, Jiarui Jin, Xingjian Wang, Linxin Song, Runhao Fu, Hecheng Wang, Zongyuan Ge, Yuan Lu, Xuelian Cheng
- Submitted to ICLR 2026
- Readers: Everyone
Agent2World: A Unified LLM-based Multi-Agent Framework for Symbolic World-Model Generation
Mengkang Hu, Bowei Xia, Yuran Wu, Ailing Yu, Yude Zou, Qiguang Chen, Yuan Lu, Kexin Li, Ping Luo
- Submitted to ICLR 2026
- Readers: Everyone
DistDF: Time-series Forecasting Needs Joint-distribution Wasserstein Alignment
Eric Wang, Licheng Pan, Yuan Lu, Zhixuan Chu, Xiaoxi Li, Shuting He, Zi Ciu Chan, Qingsong Wen, Haoxuan Li, Zhouchen Lin
- ICLR 2026 Poster
- Readers: Everyone
LoopTool: Closing the Data–Training Loop for Robust LLM Tool Calls
Kangning Zhang, Weiwen Liu, Wenxiang Jiao, Kounianhua Du, Yuan Lu, Weinan Zhang, Yong Yu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Investigating the Scaling Effect of Instruction Templates for Training Multimodal Language Model
Shijian Wang, Linxin Song, Jieyu Zhang, Ryotaro Shimizu, Jiarui Jin, Ao Luo, Yuan Lu, Li Yao, Cunjian Chen, Julian McAuley, Wentao Zhang, Hanqian Wu
- SynData4CV
- Readers: Everyone

Co-Authors

View all 47 co-authors