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Zheyu Ye

Unlocking LLM Applications for Humanity's Progress

📍 Shanghai, China

📧 zheyu.ye18@alumni.imperial.ac.uk

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About Me

I am currently working as an NLP Algorithm Engineer at Xiaohongshu (小红书) in the NLP Group, focusing on large language model applications and AI Agent systems. I obtained my Master degree in MSc Advanced Computing from Imperial College London in 2019, supervised by Dr Anandha Gopalan. Before that, I received B.E. degree of Software Engineering from Wuhan University of Technology in 2018 under the supervision of Prof. Luo Zhong.

I previously worked as a Machine Learning Engineer at Trip.com in the Semantic Application Group, lead by Jianxun Ju. Before that, I worked as an Applied Scientist Intern supervised by Dr Xingjian Shi in Amazon Web Services (AWS)’s AI Lab Shanghai in the group of GluonNLP lead by Dr. Mu Li and Dr. Alex Smola. I am also a member of DMLC, constantly contributing to the open-source community of deep learning.

My research interests lie in Natural Language Processing, particularly in Large Language Models, AI Agents, Model Compression, and Multimodal Reasoning.

Recent Highlights

Nov 2025. One dataset paper accepted to EMNLP 2025 Industry (RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services).

Jul 2025. One paper accepted to ACL 2025 Demo (iPET: An Interactive Emotional Companion Dialogue System).

Jun 2025. One paper received ACL 2025 Outstanding Paper Award (Towards the Law of Capacity Gap in Distilling Language Models).

Apr 2025. One paper accepted to SIGIR 2025 Industry (PaRT: Enhancing Proactive Social Chatbots with Personalized Real-Time Retrieval).

Experiences