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

APEX2: Adaptive and Extreme Summarization for Personalized Knowledge Graphs [KDD 2025]

Zihao Li, Dongqi Fu, Mengting Ai, Jingrui He

PyG-SSL: A Graph Self-Supervised Learning Toolkit [CIKM 2025]

Lecheng Zheng, Baoyu Jing, Zihao Li, Zhichen Zeng, Tianxin Wei, Mengting Ai, Xinrui He, Lihui Liu, Dongqi Fu, Jiaxuan You, Hanghang Tong, 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

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

February 2021 – August 2021

Data Scientist Intern

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