I am now at Xiaohongshu, leading projects about rethinking recommender system by GenAI.
Learning Harmonized Representations for Speculative Sampling
Lefan Zhang, Xiaodan Wang, Yanhua Huang, Ruiwen Xu
ICLR 2025 [Paper] [Code]
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 [Paper]
Neural Statistics for Click-Through Rate Prediction
Yanhua Huang*, Hangyu Wang*, Yiyun Miao, Ruiwen Xu, Lei Zhang, Weinan Zhang
SIGIR 2022 [Paper]
Efficient Reinforcement Learning Development with RLzoo
Zihan Ding, Tianyang Yu, Hongming Zhang, Yanhua Huang, Guo Li, Quancheng Guo, Luo Mai, Hao Dong
ACM Multimedia 2021 Open Source Competition [Paper]
Sliding Spectrum Decomposition for Diversified Recommendation
Yanhua Huang, Weikun Wang, Lei Zhang, Ruiwen Xu
KDD 2021 [Paper]
Deep Reinforcement Learning: Fundamentals, Research, and Applications
Hao Dong, Zihan Ding, Shanghang Zhang, Hang Yuan, Hongming Zhang, Jingqing Zhang, Yanhua Huang, Tianyang Yu, Huaqing Zhang, Ruitong Huang
Springer Nature 2020 [Homepage]
- [A Puzzle about Random Connection](posts/pdf/Nov 2016 - A Puzzle about Random Connection.pdf)
- [Trust Region](posts/pdf/Jun 2018 - Trust Region.pdf)
- [Coding Methods in Text Compression](posts/pdf/Mar 2020 - Coding Methods in Text Compression.pdf)
- [Notes on the Theory of Machine Learning](posts/pdf/Oct 2020 - Notes on the Theory of Machine Learning.pdf)
PC Member of WWW 2022, Reviewer of WWW 2023, KDD 2025, and ICLR 2025.