Yanhua Huang

Researcher, AI Team, Xiaohongshu

Joined

February 2024

Names

Yanhua Huang (Preferred)

Emails

****@xiaohongshu.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

AI Team, Xiaohongshu (xiaohongshu.com)

2019 – 2026

Undergrad student

School of Mathematical Sciences, East China Normal University (ecnu.edu.cn)

2012 – 2016

Advisors, Relations & Conflicts

Coworker

Ruiwen Xu

2019 – 2025

Expertise

Information Retreival

2016 – 2024

Publications

Beyond Quality: Unlocking Diversity in Ad Headline Generation with Large Language Models
Chang Wang, Siyu Yan, Depeng Yuan, Yuqi Chen, Yanhua Huang, Yuanhang Zheng, Shuhao Li, Yinqi Zhang, Kedi Chen, Mingrui Zhu, Ruiwen Xu
- CoRR 2025
- Readers: Everyone
A Metric for MLLM Alignment in Large-scale Recommendation
Yubin Zhang, Yanhua Huang, Haiming Xu, Mingliang Qi, Chang Wang, Jiarui Jin, Xiangyuan Ren, Xiaodan Wang, Ruiwen Xu
- CoRR 2025
- Readers: Everyone
Dynamic Collaboration of Multi-Language Models based on Minimal Complete Semantic Units
Chao Hao, Zezheng Wang, Yanhua Huang, Ruiwen Xu, Wenzhe Niu, Xin Liu, Zitong Yu
- CoRR 2025
- Readers: Everyone
SPEAR: Subset-sampled Performance Evaluation via Automated Ground Truth Generation for RAG
Yuheng Zou, Yiran Wang, Yuzhu Tian, Min Zhu, Yanhua Huang
- CoRR 2025
- Readers: Everyone
Towards Large-scale Generative Ranking
Yanhua Huang, Yuqi Chen, Xiong Cao, Rui Yang, Mingliang Qi, Yinghao Zhu, Qingchang Han, Yaowei Liu, Zhaoyu Liu, Xuefeng Yao, Yuting Jia, Leilei Ma, Yinqi Zhang, Taoyu Zhu, Liujie Zhang, Lei Chen, Weihang Chen, Min Zhu, Ruiwen Xu, Lei Zhang
- CoRR 2025
- Readers: Everyone
Learning Harmonized Representations for Speculative Sampling
Lefan Zhang, Xiaodan Wang, Yanhua Huang, Ruiwen Xu
- ICLR 2025
- Readers: Everyone
Learning Harmonized Representations for Speculative Sampling
Lefan Zhang, Xiaodan Wang, Yanhua Huang, Ruiwen Xu
- ICLR 2025 Poster
- Readers: Everyone
Token-by-Token Election: Improving Language Model Reasoning through Token-Level Multi-model Collaboration
Chao Hao, Zezheng Wang, Yanhua Huang, Xu Ruiwen, Wenzhe Niu, Xin Liu, Zitong YU
- Submitted to ICLR 2025
- Readers: Everyone
AlignRec: Aligning and Training in Multimodal Recommendations
Yifan Liu, Kangning Zhang, Xiangyuan Ren, Yanhua Huang, Jiarui Jin, Yingjie Qin, Ruilong Su, Ruiwen Xu, Yong Yu, Weinan Zhang
- CIKM 2024
- Readers: Everyone
Harmonized Speculative Sampling
Lefan Zhang, Xiaodan Wang, Yanhua Huang, Ruiwen Xu
- CoRR 2024
- Readers: Everyone

View all 16 publications

Co-Authors

View all 58 co-authors