PUBLICATIONS

ResMoE: Space-efficient MoE Module Approximation via Wasserstein Barycenter and Residual Restoration [KDD 2025]

Mengting Ai*, Tianxin Wei*, Yifan Chen*, Zhichen Zeng, Ritchie Zhao, Girish Varatkar, Bita Darvish Rouhani, Xianfeng Tang, Hanghang Tong, Jingrui He

APEX: Adaptive and Extreme Summarization for Personalized Knowledge Graphs [KDD 2025]

Zihao Li, Dongqi Fu, Mengting Ai, Jingrui He

WORK EXPERIENCE

Prairie Research Institute (UIUC)

June 2023 – August 2024

Software Development Intern

Engineered a full-stack website leveraging JavaScript, Leaflet, and Python.

TE Connectivity (Automotive China General Manager Office)

June 2022 – March 2023

Digital Intern

Developed high-quality backend APIs involving SQL, Docker, RESTful, MongoDB, and AWS.

Institute of Software Chinese Academy of Sciences

October 2021 – January 2022

NLP Algorithm Intern

Engineered a Q&A system using BERT.

Baidu (The largest search engine company in China)

February 2021 – August 2021

Data Scientist Intern

Used TF-IDF, n-gram, word2vec, XGBoost, and PySpark to implement text-classification and keyword-recognition.