Mengting Ai

According to our database, Mengting Ai authored at least 4 papers in 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

NIRVANA: Structured pruning reimagined for large language models compression.

Mengting Ai, Tianxin Wei, Sirui Chen, Jingrui He

CoRR, September, 2025

APEX²: Adaptive and Extreme Summarization for Personalized Knowledge Graphs.

Zihao Li, Dongqi Fu, Mengting Ai, Jingrui He

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

ResMoE: Space-efficient Compression of Mixture of Experts LLMs via Residual Restoration.

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

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

PyG-SSL: A Graph Self-Supervised Learning Toolkit.

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

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025