Junhong Shen
7 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Conference Polyglot (4)
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(5)
π
Grand Slam
π₯
Unstoppable
(5)
Conferences
NIPS (3)
ICML (2)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
convolutional neural network
(2)
neural architecture search
(2)
sample efficiency
(1)
benchmark suite
(1)
transfer learning
(1)
function approximation
(1)
hyperparameter optimization
(1)
multimodal learning
(1)
cross-modal learning
(1)
inverse reinforcement learning
(1)
nearest neighbor
(1)
value function
(1)
gradient optimization
(1)
concept learning
(1)
machine teaching
(1)
regret bound
(1)
pretrained model
(1)
model optimization
(1)
embedding network
(1)
automated machine 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
NIPS 2022
NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks
NIPS 2022
Theoretically Principled Deep RL Acceleration via Nearest Neighbor Function Approximation
AAAI 2021
Iterative Teacher-Aware Learning
NIPS 2021