Update README.md

Author: Officium

README.md

@@ -2,15 +2,15 @@ Currently, I lead the generative recommendation project at [Xiaohongshu](https:/
 
 ### Publications
 
-**Towards Large-scale Generative Ranking**<br>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<br> Technical Report [\[Paper\]](https://arxiv.org/pdf/2505.04180)
+**Towards Large-scale Generative Ranking**<br>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<br> KDD 2025 [\[Paper\]](https://arxiv.org/pdf/2505.04180) (The 2nd workshop on GenAI for RecSys and Personalization)
 
 **Learning Harmonized Representations for Speculative Sampling**<br>Lefan Zhang, Xiaodan Wang, Yanhua Huang, Ruiwen Xu<br> ICLR 2025 [\[Paper\]](https://arxiv.org/pdf/2408.15766)  [\[Code\]](https://github.com/HArmonizedSS/HASS) [\[Weight\]](https://huggingface.co/HArmonizedSS) 
 
 **AlignRec: Aligning and Training in Multimodal Recommendations**<br>Yifan Liu\*, Kangning Zhang\*, Xiangyuan Ren, Yanhua Huang, Jiarui Jin, Yingjie Qin, Ruilong Su, Ruiwen Xu, Yong Yu, Weinan Zhang<br> CIKM 2024 [\[Paper\]](https://arxiv.org/pdf/2403.12384)
 
 **Neural Statistics for Click-Through Rate Prediction**<br>Yanhua Huang\*, Hangyu Wang\*, Yiyun Miao, Ruiwen Xu, Lei Zhang, Weinan Zhang<br> SIGIR 2022 [\[Paper\]](https://web.archive.org/web/20220709042026id_/https://dl.acm.org/doi/pdf/10.1145/3477495.3531762)
 
-**Efficient Reinforcement Learning Development with RLzoo**<br>Zihan Ding, Tianyang Yu, Hongming Zhang, Yanhua Huang, Guo Li, Quancheng Guo, Luo Mai, Hao Dong<br>ACM Multimedia 2021 Open Source Competition [\[Paper\]](https://arxiv.org/pdf/2009.08644.pdf)
+**Efficient Reinforcement Learning Development with RLzoo**<br>Zihan Ding, Tianyang Yu, Hongming Zhang, Yanhua Huang, Guo Li, Quancheng Guo, Luo Mai, Hao Dong<br>ACM Multimedia 2021 [\[Paper\]](https://arxiv.org/pdf/2009.08644.pdf) (Open Source Software Competition)
 
 **Sliding Spectrum Decomposition for Diversified Recommendation**<br>Yanhua Huang, Weikun Wang, Lei Zhang, Ruiwen Xu<br>KDD 2021 [\[Paper\]](https://arxiv.org/pdf/2107.05204.pdf)
 
@@ -23,9 +23,8 @@ Currently, I lead the generative recommendation project at [Xiaohongshu](https:/
 - [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)
 
-### Open Source Contributions
-[PyTorch](https://github.com/pytorch/pytorch), [TensorFlow](https://github.com/tensorflow/tensorflow), [RLZoo](https://github.com/tensorlayer/RLzoo)
+### Others
+- Open Source Contributions: [PyTorch](https://github.com/pytorch/pytorch), [TensorFlow](https://github.com/tensorflow/tensorflow), [RLZoo](https://github.com/tensorlayer/RLzoo)
 
-### Academic Services
-Reviewer of WWW/KDD/ICLR/SIGIR; Contributor of PyTorch/TensorFlow/TensorLayer.
+- Academic Services: Reviewer of WWW/KDD/ICLR/SIGIR