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.