Dennis Liu

According to our database, Dennis Liu authored at least 5 papers between 2023 and 2026.

Collaborative distances:

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

2026

Scalable Training of Mixture-of-Experts Models with Megatron Core.

Zijie Yan, Hongxiao Bai, Xin Yao, Dennis Liu, Tong Liu, Hongbin Liu, Pingtian Li, Evan Wu, Shiqing Fan, Li Tao, Robin Zhang, Yuzhong Wang, Shifang Xu, Jack Chang, Xuwen Chen, Kunlun Li, Yan Bai, Gao Deng, Nan Zheng, Vijay Anand Korthikanti, Abhinav Khattar, Ethan He, Soham Govande, Sangkug Lym, Zhongbo Zhu, Qi Zhang, Haochen Yuan, Xiaowei Ren, Deyu Fu, Tailai Ma, Shunkang Zhang, Jiang Shao, Ray Wang, Vasudevan Rengasamy, Rachit Garg, Santosh Bhavani, Xipeng Li, Chandler Zhou, David Wu, Yingcan Wei, Ashwath Aithal, Michael Andersch, Mohammad Shoeybi, Jiajie Yao, June Yang

CoRR, March, 2026

2025

Automated Procedural Analysis via Video-Language Models for AI-assisted Nursing Skills Assessment.

Shen Chang, Dennis Liu, Renran Tian, Kristen L. Swartzell, Stacie L. Klingler, Amy M. Nagle, Nan Kong

CoRR, September, 2025

MoE Parallel Folding: Heterogeneous Parallelism Mappings for Efficient Large-Scale MoE Model Training with Megatron Core.

Dennis Liu, Zijie Yan, Xin Yao, Tong Liu, Vijay Korthikanti, Evan Wu, Shiqing Fan, Gao Deng, Hongxiao Bai, Jianbin Chang, Ashwath Aithal, Michael Andersch, Mohammad Shoeybi, Jiajie Yao, Chandler Zhou, David Wu, Xipeng Li, June Yang

CoRR, April, 2025

2024

Llama 3 Meets MoE: Efficient Upcycling.

Aditya Vavre, Ethan He, Dennis Liu, Zijie Yan, June Yang, Nima Tajbakhsh, Ashwath Aithal

CoRR, 2024

2023

A Zero-Shot Image Enhancement Method Based on Human Skin Tone Reference.

Diulhio Oliveira, Alexandre Lopes, Vitor Galassi Luquezi, Carlos Eduardo Nogueira, Mauricio Schiezaro, Dennis Liu, Hélio Pedrini

Proceedings of the 36th SIBGRAPI Conference on Graphics, Patterns and Images, 2023