Namhoon Lee
15 papers · 2017–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (7)
π
Academic Marathon
(8)
π
Interdisciplinary Bridge
π
Century Club
(14)
π₯
Unstoppable
(5)
π
Conference Pioneer
Conferences
ICLR (5)
ICML (3)
CVPR (2)
ACL (1)
ECCV (1)
EMNLP (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
large language model
(2)
trajectory prediction
(2)
game theory
(1)
scene understanding
(1)
uncertainty quantification
(1)
in-context learning
(1)
neural network optimization
(1)
model interpretability
(1)
parameter efficient
(1)
model pruning
(1)
reconstruction error
(1)
inverse optimal control
(1)
implicit neural representation
(1)
recurrent neural network
(1)
variational autoencoder
(1)
mechanistic interpretability
(1)
sparse neural network
(1)
causal intervention
(1)
concept bottleneck model
(1)
aleatoric uncertainty
(1)
Papers
Quantifying Aleatoric Uncertainty of In-Context Learning for Robust Measure of LLM Prediction Confidence
ACL 2026
Sassha: Sharpness-aware Adaptive Second-order Optimization with Stable Hessian Approximation
ICML 2025
SAFE: Finding Sparse and Flat Minima to Improve Pruning
ICML 2025
Critical Influence of Overparameterization on Sharpness-aware Minimization
UAI 2025
ZIP: An Efficient Zeroth-order Prompt Tuning for Black-box Vision-Language Models
ICLR 2025
Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimization
EMNLP 2024
The Role of Masking for Efficient Supervised Knowledge Distillation of Vision Transformers
ECCV 2024
A Closer Look at the Intervention Procedure of Concept Bottleneck Models
ICML 2023
Meta-Learning Sparse Implicit Neural Representations
NIPS 2021
Understanding the effects of data parallelism and sparsity on neural network training
ICLR 2021
A Signal Propagation Perspective for Pruning Neural Networks at Initialization
ICLR 2020
SNIP: SINGLE-SHOT NETWORK PRUNING BASED ON CONNECTION SENSITIVITY
ICLR 2019
Learn to Pay Attention
ICLR 2018
Forecasting Interactive Dynamics of Pedestrians With Fictitious Play
CVPR 2017
DESIRE: Distant Future Prediction in Dynamic Scenes With Interacting Agents
CVPR 2017