3 papers
cs.SE2026
WAFFLE: Finetuning Multi-Modal Models for Automated Front-End Development
Shanchao Liang, Nan Jiang, Shangshu Qian +1
Web development involves turning UI designs into functional webpages, which can be difficult for both beginners and experienced developers due to the complexity of HTML's hierarchi…
cs.DC2026
Towards Resiliency in Large Language Model Serving with KevlarFlow
Shangshu Qian, Kipling Liu, P. C. Sruthi +2
Large Language Model (LLM) serving systems remain fundamentally fragile, where frequent hardware faults in hyperscale clusters trigger disproportionate service outages in the softw…
cs.DC2025
CSnake: Detecting Self-Sustaining Cascading Failure via Causal Stitching of Fault Propagations
Shangshu Qian, Lin Tan, Yongle Zhang
Recent studies have revealed that self-sustaining cascading failures in distributed systems frequently lead to widespread outages, which are challenging to contain and recover from…