Junhong Shen
7 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird 🏆 Grand Slam
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Learning Types · Machine Learning
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Core AI
(3)
Learning Paradigms
(3)
Optimization & Theory
(3)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Techniques
(2)
Computer Science
(1)
Reinforcement Learning
(1)
Architectures
(1)
Core Methods
(1)
Foundations
(1)
Keywords
transfer learning
(2)
convolutional neural network
(2)
neural architecture search
(2)
sample efficiency
(1)
domain adaptation
(1)
function approximation
(1)
supervised learning
(1)
multimodal learning
(1)
machine teaching
(1)
cross-modal learning
(1)
concept learning
(1)
inverse reinforcement learning
(1)
nearest neighbor
(1)
value function
(1)
gradient optimization
(1)
hyperparameter optimization
(1)
hyperparameter tuning
(1)
model comparison
(1)
benchmark suite
(1)
reinforcement learning
(1)
Papers
Specialized Foundation Models Struggle to Beat Supervised Baselines
ICLR 2025
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains
ICML 2024
Cross-Modal Fine-Tuning: Align then Refine
ICML 2023
Efficient Architecture Search for Diverse Tasks
NeurIPS 2022
NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks
NeurIPS 2022
Iterative Teacher-Aware Learning
NeurIPS 2021
Theoretically Principled Deep RL Acceleration via Nearest Neighbor Function Approximation
AAAI 2021