Minsik Cho

Orcid: 0000-0003-0481-2682

According to our database1, Minsik Cho authored at least 63 papers between 2005 and 2024.

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Bibliography

2024
eDKM: An Efficient and Accurate Train-Time Weight Clustering for Large Language Models.
IEEE Comput. Archit. Lett., 2024

2023
An RC Delay-Based Pressure-Sensing System With Energy-Efficient Bit-Level Oversampling Techniques for Implantable IOP Monitoring Systems.
IEEE J. Solid State Circuits, October, 2023

LLM in a flash: Efficient Large Language Model Inference with Limited Memory.
CoRR, 2023

Streaming Anchor Loss: Augmenting Supervision with Temporal Significance.
CoRR, 2023

(Dynamic) Prompting might be all you need to repair Compressed LLMs.
CoRR, 2023

Flexible Keyword Spotting based on Homogeneous Audio-Text Embedding.
CoRR, 2023

Matching Latent Encoding for Audio-Text based Keyword Spotting.
CoRR, 2023

R^2: Range Regularization for Model Compression and Quantization.
CoRR, 2023

PDP: Parameter-free Differentiable Pruning is All You Need.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

I See What You Hear: A Vision-Inspired Method to Localize Words.
Proceedings of the IEEE International Conference on Acoustics, 2023

HEiMDaL: Highly Efficient Method for Detection and Localization of Wake-Words.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
A Continuously-Scalable-Conversion-Ratio Step-Up/Down SC Energy-Harvesting Interface With MPPT Enabled by Real-Time Power Monitoring With Frequency-Mapped Capacitor DAC.
IEEE Trans. Circuits Syst. I Regul. Pap., 2022

I see what you hear: a vision-inspired method to localize words.
CoRR, 2022

Improving Voice Trigger Detection with Metric Learning.
Proceedings of the Interspeech 2022, 2022

DKM: Differentiable k-Means Clustering Layer for Neural Network Compression.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Large Scale Neural Architecture Search with Polyharmonic Splines.
CoRR, 2020

SimEx: Express Prediction of Inter-dataset Similarity by a Fleet of Autoencoders.
CoRR, 2020

Scalable Deep Learning Inference: Algorithmic Approach.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

SNOW: Subscribing to Knowledge via Channel Pooling for Transfer & Lifelong Learning of Convolutional Neural Networks.
Proceedings of the 8th International Conference on Learning Representations, 2020

FlexReduce: Flexible All-reduce for Distributed Deep Learning on Asymmetric Network Topology.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

MUTE: Inter-class Ambiguity Driven Multi-hot Target Encoding for Deep Neural Network Design.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
BlueConnect: Decomposing all-reduce for deep learning on heterogeneous network hierarchy.
IBM J. Res. Dev., 2019

Enabling real-time multi-messenger astrophysics discoveries with deep learning.
CoRR, 2019

MUTE: Data-Similarity Driven Multi-hot Target Encoding for Neural Network Design.
CoRR, 2019

Deep Learning for Multi-Messenger Astrophysics: A Gateway for Discovery in the Big Data Era.
CoRR, 2019

BlueConnect: Decomposing All-Reduce for Deep Learning on Heterogeneous Network Hierarchy.
Proceedings of Machine Learning and Systems 2019, 2019

A Unified Approximation Framework for Compressing and Accelerating Deep Neural Networks.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2018
Data-parallel distributed training of very large models beyond GPU capacity.
CoRR, 2018

A Unified Approximation Framework for Deep Neural Networks.
CoRR, 2018

2017
PowerAI DDL.
CoRR, 2017

MEC: Memory-efficient Convolution for Deep Neural Network.
Proceedings of the 34th International Conference on Machine Learning, 2017

2016
Global Routing.
Encyclopedia of Algorithms, 2016

2015
PARADIS: An Efficient Parallel Algorithm for In-place Radix Sort.
Proc. VLDB Endow., 2015

A second-order sigma-delta pixel sensor for X-ray applications.
Proceedings of the IEEE International Conference on Consumer Electronics, 2015

High speed photon counting readout ASIC for spectral computed tomography detectors.
Proceedings of the IEEE International Conference on Consumer Electronics, 2015

2013
Network flow based datapath bit slicing.
Proceedings of the International Symposium on Physical Design, 2013

LatchPlanner: latch placement algorithm for datapath-oriented high-performance VLSI designs.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2013

2012
Dealing with IC manufacturability in extreme scaling (Embedded tutorial paper).
Proceedings of the 2012 IEEE/ACM International Conference on Computer-Aided Design, 2012

2011
Optimal layout decomposition for double patterning technology.
Proceedings of the 2011 IEEE/ACM International Conference on Computer-Aided Design, 2011

2010
Manufacturability Aware Routing in Nanometer VLSI.
Found. Trends Electron. Des. Autom., 2010

Logical and physical restructuring of fan-in trees.
Proceedings of the 2010 International Symposium on Physical Design, 2010

Novel binary linear programming for high performance clock mesh synthesis.
Proceedings of the 2010 International Conference on Computer-Aided Design, 2010

History-based VLSI legalization using network flow.
Proceedings of the 47th Design Automation Conference, 2010

A new graph-theoretic, multi-objective layout decomposition framework for double patterning lithography.
Proceedings of the 15th Asia South Pacific Design Automation Conference, 2010

2009
BoxRouter 2.0: A hybrid and robust global router with layer assignment for routability.
ACM Trans. Design Autom. Electr. Syst., 2009

ELIAD: Efficient Lithography Aware Detailed Routing Algorithm With Compact and Macro Post-OPC Printability Prediction.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2009

2008
Manufacturability-Aware Routing.
Proceedings of the Handbook of Algorithms for Physical Design Automation., 2008

Fast Substrate Noise Aware Floorplanning for Mixed Signal SOC Designs.
IEEE Trans. Very Large Scale Integr. Syst., 2008

Track Routing and Optimization for Yield.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2008

A High-Performance Droplet Routing Algorithm for Digital Microfluidic Biochips.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2008

Metal-Density-Driven Placement for CMP Variation and Routability.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2008

A high-performance droplet router for digital microfluidic biochips.
Proceedings of the 2008 International Symposium on Physical Design, 2008

Double patterning technology friendly detailed routing.
Proceedings of the 2008 International Conference on Computer-Aided Design, 2008

ELIAD: efficient lithography aware detailed router with compact post-OPC printability prediction.
Proceedings of the 45th Design Automation Conference, 2008

Synergistic physical synthesis for manufacturability and variability in 45nm designs and beyond.
Proceedings of the 13th Asia South Pacific Design Automation Conference, 2008

2007
BoxRouter: A New Global Router Based on Box Expansion and Progressive ILP.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2007

BoxRouter 2.0: architecture and implementation of a hybrid and robust global router.
Proceedings of the 2007 International Conference on Computer-Aided Design, 2007

TROY: Track Router with Yield-driven Wire Planning.
Proceedings of the 44th Design Automation Conference, 2007

2006
PEAKASO: Peak-Temperature Aware Scan-Vector Optimization.
Proceedings of the 24th IEEE VLSI Test Symposium (VTS 2006), 30 April, 2006

Wire density driven global routing for CMP variation and timing.
Proceedings of the 2006 International Conference on Computer-Aided Design, 2006

Fast substrate noise-aware floorplanning with preference directed graph for mixed-signal SOCs.
Proceedings of the 2006 Conference on Asia South Pacific Design Automation: ASP-DAC 2006, 2006

2005
TACO: temperature aware clock-tree optimization.
Proceedings of the 2005 International Conference on Computer-Aided Design, 2005


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