John Zou

According to our database, John Zou authored at least 4 papers between 2024 and 2025.

Collaborative distances:

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

2025

Leveraging Multi-Agent System (MAS) and Fine-Tuned Small Language Models (SLMs) for Automated Telecom Network Troubleshooting.

Chenhua Shi, Bhavika Jalli, Gregor Macdonald, John Zou, Wanlu Lei, Mridul Jain, Joji Philip

CoRR, November, 2025

Think Less, Label Better: Multi-Stage Domain-Grounded Synthetic Data Generation for Fine-Tuning Large Language Models in Telecommunications.

Chenhua Shi, Gregor Macdonald, Bhavika Jalli, Wanlu Lei, John Zou, Mridul Jain, Joji Philip

CoRR, September, 2025

FastDINOv2: Frequency Based Curriculum Learning Improves Robustness and Training Speed.

Jiaqi Zhang, Juntuo Wang, Zhixin Sun, John Zou, Randall Balestriero

CoRR, July, 2025

2024

Agentic LLM Workflows for Generating Patient-Friendly Medical Reports.

Malavikha Sudarshan, Sophie Shih, Estella Yee, Alina Yang, John Zou, Cathy Chen, Quan Zhou, Leon Chen, Chinmay Singhal, George Shih

CoRR, 2024