Beomseok Kang
Scholar

Beomseok Kang

Google Scholar ID: kbqaf1EAAAAJ
Georgia Institute of Technology
Efficient ML
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Citations & Impact
All-time
Citations
660
 
H-index
8
 
i10-index
7
 
Publications
20
 
Co-authors
6
list available
Contact
Emailbeomseokg@gmail.comLinkedInOpen ↗
Publications
8 items
Token Sparse Attention: Efficient Long-Context Inference with Interleaved Token Selection
2026
Cited
0
LiteStage: Latency-aware Layer Skipping for Multi-stage Reasoning
2025
Cited
0
Efficient Domain-Adaptive Multi-Task Dense Prediction with Vision Foundation Models
2025
Cited
0
QWHA: Quantization-Aware Walsh-Hadamard Adaptation for Parameter-Efficient Fine-Tuning on Large Language Models
2025
Cited
0
Retrospective Sparse Attention for Efficient Long-Context Generation
2025
Cited
0
DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation
2025
Cited
0
Dynamic Graph Structure Estimation for Learning Multivariate Point Process using Spiking Neural Networks
2025
Cited
0
Has the Deep Neural Network learned the Stochastic Process? An Evaluation Viewpoint
2024
Cited
0
Resume (English only)
Background
  • Postdoctoral researcher at Seoul National University, with research interests in efficient machine learning (quantization, pruning, distillation), unsupervised learning, and domain adaptation. Currently working on efficient learning and inference methods for large deep learning models.
Co-authors
6 total
Saibal Mukhopadhyay
Saibal Mukhopadhyay
Professor of Electrical Engineering, Georgia Institute of Technology
Biswadeep Chakraborty
Biswadeep Chakraborty
Mercuria Energy
Harshit Kumar
Harshit Kumar
Whiterabbit.ai, Inc.
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Niluthpol Chowdhury Mithun
Niluthpol Chowdhury Mithun
Senior Computer Scientist, SRI International