Dylan Zhang

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Ordinal Regression

Top Venues

SIGSOFT FSE Companion

Publications

Dylan Zhang, Shizhe Diao, Xueyan Zou, Hao Peng
PLUM: Preference Learning Plus Test Cases Yields Better Code Language Models. CoRR (2024)
Dylan Zhang, Justin Wang, François Charton
Instruction Diversity Drives Generalization To Unseen Tasks. CoRR (2024)
Dylan Zhang, Justin Wang, François Charton
From Symbolic Tasks to Code Generation: Diversification Yields Better Task Performers. CoRR (2024)
Dylan Zhang, Xuchao Zhang, Chetan Bansal, Pedro Henrique B. Las-Casas, Rodrigo Fonseca, Saravan Rajmohan
LM-PACE: Confidence Estimation by Large Language Models for Effective Root Causing of Cloud Incidents. SIGSOFT FSE Companion (2024)
Dylan Zhang, Homin Park, Shili Xiang
Linking Mobility Traces of the Same User Across Different Datasets. SOLI (2023)
Dylan Zhang, Xuchao Zhang, Chetan Bansal, Pedro Henrique B. Las-Casas, Rodrigo Fonseca, Saravan Rajmohan
PACE-LM: Prompting and Augmentation for Calibrated Confidence Estimation with GPT-4 in Cloud Incident Root Cause Analysis. CoRR (2023)