Jae-Joon Kim
12 papers · 2018–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π Conference Polyglot (7)
π
Academic Marathon
(7)
π
Cross-Pollinator
(11)
π
Renaissance Researcher
(5)
π
Century Club
(12)
π
Conference Pioneer
Conferences
ICLR (4)
NIPS (3)
ACL (1)
CVPR (1)
ICCV (1)
ICML (1)
WACV (1)
Top co-authors
Keywords
model compression
(4)
binary neural network
(3)
post-training quantization
(2)
model binarization
(2)
large language model
(2)
spike timing
(1)
synaptic plasticity
(1)
gradient computation
(1)
higher-order statistics
(1)
diffusion model
(1)
spiking neural network
(1)
memory efficiency
(1)
low-rank adaptation
(1)
parameter efficient fine-tuning
(1)
activation function
(1)
weight quantization
(1)
quantization-aware training
(1)
quantization aware training
(1)
accuracy degradation
(1)
activation distribution
(1)
Papers
L4Q: Parameter Efficient Quantization-Aware Fine-Tuning on Large Language Models
ACL 2025
SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks
ICML 2024
Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models
NIPS 2024
Searching for Robust Binary Neural Networks via Bimodal Parameter Perturbation
WACV 2023
Leveraging Early-Stage Robustness in Diffusion Models for Efficient and High-Quality Image Synthesis
NIPS 2023
Winning Both the Accuracy of Floating Point Activation and the Simplicity of Integer Arithmetic
ICLR 2023
INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold
ICCV 2023
Improving Accuracy of Binary Neural Networks Using Unbalanced Activation Distribution
CVPR 2021
Unifying Activation- and Timing-based Learning Rules for Spiking Neural Networks
NIPS 2020
BinaryDuo: Reducing Gradient Mismatch in Binary Activation Network by Coupling Binary Activations
ICLR 2020
Double Viterbi: Weight Encoding for High Compression Ratio and Fast On-Chip Reconstruction for Deep Neural Network
ICLR 2019
Viterbi-based Pruning for Sparse Matrix with Fixed and High Index Compression Ratio
ICLR 2018