Yuge Zhang
5 papers · 2020–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (13) π Renaissance Researcher (7)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
ACL (1)
CVPR (1)
EACL (1)
NIPS (1)
OSDI (1)
Top co-authors
Research topics
Keywords
large language model
(2)
reinforcement learning
(1)
benchmark evaluation
(1)
domain adaptation
(1)
face detection
(1)
neural architecture search
(1)
state representation
(1)
machine learning
(1)
neural network model
(1)
foundation model
(1)
task automation
(1)
evolutionary search
(1)
data analysis
(1)
deep learning framework
(1)
data science agent
(1)
lifecycle assessment
(1)
auxiliary loss
(1)
data science
(1)
model space exploration
(1)
cross-model optimization
(1)
Papers
Benchmarking Data Science Agents
ACL 2024
MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks
EACL 2024
Reinforcement Learning with Automated Auxiliary Loss Search
NIPS 2022
Privacy-Preserving Online AutoML for Domain-Specific Face Detection
CVPR 2022
Retiarii: A Deep Learning Exploratory-Training Framework
OSDI 2020