Sungroh Yoon

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Controlled Text Generation for Black-box Language Models via Score-based Progressive Editor.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play Approach.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Real-world prediction of preclinical Alzheimer's disease with a deep generative model.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, October, 2023

Robust End-to-End Focal Liver Lesion Detection Using Unregistered Multiphase Computed Tomography Images.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., April, 2023

PixelSteganalysis: Pixel-Wise Hidden Information Removal With Low Visual Degradation.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2023

Deep contrastive learning of molecular conformation for efficient property prediction.

[BibT_eX]

[DOI]

Nat. Comput. Sci., 2023

ControlDreamer: Stylized 3D Generation with Multi-View ControlNet.

[BibT_eX]

[DOI]

CoRR, 2023

On the Analysis of Cross-Lingual Prompt Tuning for Decoder-based Multilingual Model.

[BibT_eX]

[DOI]

CoRR, 2023

1.5 million materials narratives generated by chatbots.

[BibT_eX]

[DOI]

CoRR, 2023

Mass Spectra Prediction with Structural Motif-based Graph Neural Networks.

[BibT_eX]

[DOI]

Jiwon Park

Jeonghee Jo

CoRR, 2023

Diffusion-Stego: Training-free Diffusion Generative Steganography via Message Projection.

[BibT_eX]

[DOI]

CoRR, 2023

Custom-Edit: Text-Guided Image Editing with Customized Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2023

On the Powerfulness of Textual Outlier Exposure for Visual OoD Detection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

ProPILE: Probing Privacy Leakage in Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

P-Flow: A Fast and Data-Efficient Zero-Shot TTS through Speech Prompting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

CLeAR: Continual Learning on Algorithmic Reasoning for Human-like Intelligence.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

UnitSpeech: Speaker-adaptive Speech Synthesis with Untranscribed Data.

[BibT_eX]

[DOI]

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Improving Visual Prompt Tuning for Self-supervised Vision Transformers.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Probabilistic Concept Bottleneck Models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

On the Impact of Knowledge Distillation for Model Interpretability.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

BigVGAN: A Universal Neural Vocoder with Large-Scale Training.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

New Insights for the Stability-Plasticity Dilemma in Online Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

MG-MLP: Multi-gated MLP for Restoring Images from Spatially Variant Degradations.

[BibT_eX]

[DOI]

Proceedings of the 34th British Machine Vision Conference 2023, 2023

Edit-A-Video: Single Video Editing with Object-Aware Consistency.

[BibT_eX]

[DOI]

Proceedings of the Asian Conference on Machine Learning, 2023

Model Intrinsic Features of Fine-tuning based Text Summarization Models for Factual Consistency.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Large-scale Lifelong Learning of In-context Instructions and How to Tackle It.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Imbalanced Data Classification via Cooperative Interaction Between Classifier and Generator.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Data Embedding Scheme for Efficient Program Behavior Modeling With Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2022

DNA Privacy: Analyzing Malicious DNA Sequences Using Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Brain-inspired Predictive Coding Improves the Performance of Machine Challenging Tasks.

[BibT_eX]

[DOI]

Frontiers Comput. Neurosci., 2022

Out of Sight, Out of Mind: A Source-View-Wise Feature Aggregation for Multi-View Image-Based Rendering.

[BibT_eX]

[DOI]

CoRR, 2022

Guided-TTS 2: A Diffusion Model for High-quality Adaptive Text-to-Speech with Untranscribed Data.

[BibT_eX]

[DOI]

Heeseung Kim

CoRR, 2022

TargetNet: functional microRNA target prediction with deep neural networks.

[BibT_eX]

[DOI]

Seonwoo Min

Bioinform., 2022

FedClassAvg: Local Representation Learning for Personalized Federated Learning on Heterogeneous Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 51st International Conference on Parallel Processing, 2022

AutoSNN: Towards Energy-Efficient Spiking Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Dataset Condensation with Contrastive Signals.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Guided-TTS: A Diffusion Model for Text-to-Speech via Classifier Guidance.

[BibT_eX]

[DOI]

Heeseung Kim

Proceedings of the International Conference on Machine Learning, 2022

Prediction of Mortality and Intervention in COVID-19 Patients Using Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Healthcare AI and COVID-19, 2022

Confidence Score for Source-Free Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Dependent Adaptive Prior.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Stein Latent Optimization for Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training?

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Weakly Supervised Semantic Segmentation using Out-of-Distribution Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

BNUDC: A Two-Branched Deep Neural Network for Restoring Images from Under-Display Cameras.

[BibT_eX]

[DOI]

Jaihyun Koh

Jangho Lee

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Perception Prioritized Training of Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Membership Privacy-Preserving GAN.

[BibT_eX]

[DOI]

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Privacy-Preserving Deep Sequential Model with Matrix Homomorphic Encryption.

[BibT_eX]

[DOI]

Proceedings of the ASIA CCS '22: ACM Asia Conference on Computer and Communications Security, Nagasaki, Japan, 30 May 2022, 2022

Membership Feature Disentanglement Network.

[BibT_eX]

[DOI]

Proceedings of the ASIA CCS '22: ACM Asia Conference on Computer and Communications Security, Nagasaki, Japan, 30 May 2022, 2022

Rare Tokens Degenerate All Tokens: Improving Neural Text Generation via Adaptive Gradient Gating for Rare Token Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Towards a Rigorous Evaluation of Time-Series Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Memory-Augmented Neural Networks on FPGA for Real-Time and Energy-Efficient Question Answering.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2021

Feature Concentration for Supervised and Semisupervised Learning With Unbalanced Datasets in Visual Inspection.

[BibT_eX]

[DOI]

Jiyong Jang

IEEE Trans. Ind. Electron., 2021

Learn2Evade: Learning-Based Generative Model for Evading PDF Malware Classifiers.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., 2021

Single-image deblurring with neural networks: A comparative survey.

[BibT_eX]

[DOI]

Jaihyun Koh

Jangho Lee

Comput. Vis. Image Underst., 2021

Supervised Neural Discrete Universal Denoiser for Adaptive Denoising.

[BibT_eX]

[DOI]

CoRR, 2021

Guided-TTS: Text-to-Speech with Untranscribed Speech.

[BibT_eX]

[DOI]

Heeseung Kim

CoRR, 2021

Scalable Smartphone Cluster for Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2021

FICGAN: Facial Identity Controllable GAN for De-identification.

[BibT_eX]

[DOI]

CoRR, 2021

Rare Words Degenerate All Words.

[BibT_eX]

[DOI]

CoRR, 2021

Geometry-aware Transformer for molecular property prediction.

[BibT_eX]

[DOI]

CoRR, 2021

Flexible dual-branched message passing neural network for quantum mechanical property prediction with molecular conformation.

[BibT_eX]

[DOI]

CoRR, 2021

PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Driven Adaptive Prior.

[BibT_eX]

[DOI]

CoRR, 2021

Stein Latent Optimization for GANs.

[BibT_eX]

[DOI]

CoRR, 2021

Training Energy-Efficient Deep Spiking Neural Networks with Time-to-First-Spike Coding.

[BibT_eX]

[DOI]

Seongsik Park

CoRR, 2021

MUGAN: multi-GPU accelerated AmpliconNoise server for rapid microbial diversity assessment.

[BibT_eX]

[DOI]

Hyeyoung Min

Bioinform., 2021

Pre-Training of Deep Bidirectional Protein Sequence Representations With Structural Information.

[BibT_eX]

[DOI]

IEEE Access, 2021

Gradient Masking of Label Smoothing in Adversarial Robustness.

[BibT_eX]

[DOI]

Hyungyu Lee

Ho Bae

IEEE Access, 2021

NASCUP: Nucleic Acid Sequence Classification by Universal Probability.

[BibT_eX]

[DOI]

IEEE Access, 2021

Towards Fast and Accurate Object Detection in Bio-Inspired Spiking Neural Networks Through Bayesian Optimization.

[BibT_eX]

[DOI]

IEEE Access, 2021

Deep Learning for Anomaly Detection in Time-Series Data: Review, Analysis, and Guidelines.

[BibT_eX]

[DOI]

IEEE Access, 2021

Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Accelerating Neural Architecture Search via Proxy Data.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Removing Undesirable Feature Contributions Using Out-of-Distribution Data.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Personalized Face Authentication Based On Few-Shot Meta-Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

AdvRush: Searching for Adversarially Robust Neural Architectures.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Toward Spatially Unbiased Generative Models.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

AligNART: Non-autoregressive Neural Machine Translation by Jointly Learning to Estimate Alignment and Translate.

[BibT_eX]

[DOI]

Jongyoon Song

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Noise-Robust Deep Spiking Neural Networks with Temporal Information.

[BibT_eX]

[DOI]

Seongsik Park

Dongjin Lee

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation.

[BibT_eX]

[DOI]

Jungbeom Lee

Eunji Kim

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

XProtoNet: Diagnosis in Chest Radiography With Global and Local Explanations.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Towards High Generalization Performance on Electrocardiogram Classification.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Variance-stationary Differentiable NAS.

[BibT_eX]

[DOI]

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Momentum Contrast Speaker Representation Learning.

[BibT_eX]

[DOI]

Jangho Lee

Jaihyun Koh

CoRR, 2020

Information-Theoretic Visual Explanation for Black-Box Classifiers.

[BibT_eX]

[DOI]

CoRR, 2020

Joint Contrastive Learning for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

CoRR, 2020

Anomaly Detection by Learning Dynamics From a Graph.

[BibT_eX]

[DOI]

Jaekoo Lee

Ho Bae

IEEE Access, 2020

AnomiGAN: Generative Adversarial Networks for Anonymizing Private Medical Data.

[BibT_eX]

[DOI]

Proceedings of the Pacific Symposium on Biocomputing 2020, 2020

NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity.

[BibT_eX]

[DOI]

Sang-gil Lee

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment Search.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Interpretation of NLP models through input marginalization.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Blood Pressure Prediction by a Smartphone Sensor using Fully Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

iCaps: An Interpretable Classifier via Disentangled Capsule Networks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Energy-aware Placement for SRAM-NVM Hybrid FPGAs.

[BibT_eX]

[DOI]

Seongsik Park

Jongwan Kim

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

T2FSNN: Deep Spiking Neural Networks with Time-to-first-spike Coding.

[BibT_eX]

[DOI]

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

Adversarial Vertex Mixup: Toward Better Adversarially Robust Generalization.

[BibT_eX]

[DOI]

Saehyung Lee

Hyungyu Lee

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Bag of Tricks for Electrocardiogram Classification With Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2020

Patch SVDD: Patch-Level SVDD for Anomaly Detection and Segmentation.

[BibT_eX]

[DOI]

Jihun Yi

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

End-to-End Representation Learning for Chemical-Chemical Interaction Prediction.

[BibT_eX]

[DOI]

Sunyoung Kwon

IEEE ACM Trans. Comput. Biol. Bioinform., 2019

How Generative Adversarial Networks and Their Variants Work: An Overview.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2019

Pre-Training of Deep Bidirectional Protein Sequence Representations with Structural Information.

[BibT_eX]

[DOI]

CoRR, 2019

One-Shot Learning for Text-to-SQL Generation.

[BibT_eX]

[DOI]

CoRR, 2019

Spiking-YOLO: Spiking Neural Network for Real-time Object Detection.

[BibT_eX]

[DOI]

CoRR, 2019

Learning Condensed and Aligned Features for Unsupervised Domain Adaptation Using Label Propagation.

[BibT_eX]

[DOI]

CoRR, 2019

AnomiGAN: Generative adversarial networks for anonymizing private medical data.

[BibT_eX]

[DOI]

Ho Bae

Dahuin Jung

CoRR, 2019

Comprehensive ensemble in QSAR prediction for drug discovery.

[BibT_eX]

[DOI]

BMC Bioinform., 2019

Pediatric Sleep Stage Classification Using Multi-Domain Hybrid Neural Networks.

[BibT_eX]

[DOI]

IEEE Access, 2019

PuVAE: A Variational Autoencoder to Purify Adversarial Examples.

[BibT_eX]

[DOI]

IEEE Access, 2019

Learning-Based Instantaneous Drowsiness Detection Using Wired and Wireless Electroencephalography.

[BibT_eX]

[DOI]

IEEE Access, 2019

End-to-End Blood Pressure Prediction via Fully Convolutional Networks.

[BibT_eX]

[DOI]

Sanghyun Baek

Jiyong Jang

IEEE Access, 2019

DNA Steganalysis Using Deep Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Biocomputing 2019: Proceedings of the Pacific Symposium, 2019

FloWaveNet : A Generative Flow for Raw Audio.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

HexaGAN: Generative Adversarial Nets for Real World Classification.

[BibT_eX]

[DOI]

Uiwon Hwang

Dahuin Jung

Proceedings of the 36th International Conference on Machine Learning, 2019

Frame-to-Frame Aggregation of Active Regions in Web Videos for Weakly Supervised Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Energy-Efficient Inference Accelerator for Memory-Augmented Neural Networks on an FPGA.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Real-Time Anomalous Branch Behavior Inference with a GPU-inspired Engine for Machine Learning Models.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Fast and Efficient Information Transmission with Burst Spikes in Deep Spiking Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

FickleNet: Weakly and Semi-Supervised Semantic Image Segmentation Using Stochastic Inference.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Mutual Suppression Network for Video Prediction using Disentangled Features.

[BibT_eX]

[DOI]

Proceedings of the 30th British Machine Vision Conference 2019, 2019

Prediction of Drug Classes with a Deep Neural Network using Drug Targets and Chemical Structure Data.

[BibT_eX]

[DOI]

Jeonghee Jo

Hyun-Soo Choi

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018

hc-OTU: A Fast and Accurate Method for Clustering Operational Taxonomic Units Based on Homopolymer Compaction.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2018

FloWaveNet : A Generative Flow for Raw Audio.

[BibT_eX]

[DOI]

CoRR, 2018

Security and Privacy Issues in Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Robust Tumor Localization with Pyramid Grad-CAM.

[BibT_eX]

[DOI]

CoRR, 2018

Intelligent Knowledge Tracing: More Like a Real Learning Process of a Student.

[BibT_eX]

[DOI]

CoRR, 2018

Streaming MANN: A Streaming-Based Inference for Energy-Efficient Memory-Augmented Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Deep Learning on Key Performance Indicators for Predictive Maintenance in SAP HANA.

[BibT_eX]

[DOI]

CoRR, 2018

MSnet: Mutual Suppression Network for Disentangled Video Representations.

[BibT_eX]

[DOI]

CoRR, 2018

Extended Abstract: Mimicry Resilient Program Behavior Modeling with LSTM based Branch Models.

[BibT_eX]

[DOI]

CoRR, 2018

Reinforcement Learning based Recommender System using Biclustering Technique.

[BibT_eX]

[DOI]

CoRR, 2018

Correction to: HiComet: a high-throughput comet analysis tool for large-scale DNA damage assessment.

[BibT_eX]

[DOI]

BMC Bioinform., 2018

HiComet: a high-throughput comet analysis tool for large-scale DNA damage assessment.

[BibT_eX]

[DOI]

BMC Bioinform., 2018

LncRNAnet: long non-coding RNA identification using deep learning.

[BibT_eX]

[DOI]

Bioinform., 2018

CloudSocket: Fine-Grained Power Sensing System for Datacenters.

[BibT_eX]

[DOI]

IEEE Access, 2018

TensorLightning: A Traffic-Efficient Distributed Deep Learning on Commodity Spark Clusters.

[BibT_eX]

[DOI]

IEEE Access, 2018

Liver Lesion Detection from Weakly-Labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox Detector.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Customization of IBM Intu's Voice by Connecting Text-to-Speech Services and a Voice Conversion Network.

[BibT_eX]

[DOI]

Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

Detecting System Anomalies in Multivariate Time Series with Information Transfer and Random Walk.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE/ACM International Conference on Big Data Computing Applications and Technologies, 2018

XGBoost-Based Instantaneous Drowsiness Detection Framework Using Multitaper Spectral Information of Electroencephalography.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

Breast cancer recurrence data preparation and prediction algorithm development.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2018, 2018

Quantized Memory-Augmented Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

An effective pre-store/pre-load method exploiting intra-request idle time of NAND flash-based storage devices.

[BibT_eX]

[DOI]

Microprocess. Microsystems, 2017

Autonomous UAV Navigation with Domain Adaptation.

[BibT_eX]

[DOI]

Jaeyoon Yoo

Yongjun Hong

CoRR, 2017

Homomorphic Parameter Compression for Distributed Deep Learning Training.

[BibT_eX]

[DOI]

Jaehee Jang

Byunggook Na

CoRR, 2017

How Generative Adversarial Nets and its variants Work: An Overview of GAN.

[BibT_eX]

[DOI]

CoRR, 2017

Disease Prediction from Electronic Health Records Using Generative Adversarial Networks.

[BibT_eX]

[DOI]

Uiwon Hwang

Sungwoon Choi

CoRR, 2017

A SeqGAN for Polyphonic Music Generation.

[BibT_eX]

[DOI]

CoRR, 2017

Energy-Based Sequence GANs for Recommendation and Their Connection to Imitation Learning.

[BibT_eX]

[DOI]

CoRR, 2017

Building a Neural Machine Translation System Using Only Synthetic Parallel Data.

[BibT_eX]

[DOI]

Jaehong Park

Jongyoon Song

CoRR, 2017

Deep learning in bioinformatics.

[BibT_eX]

[DOI]

Seonwoo Min

Briefings Bioinform., 2017

NC-Link: A New Linkage Method for Efficient Hierarchical Clustering of Large-Scale Data.

[BibT_eX]

[DOI]

IEEE Access, 2017

Deep Recurrent Neural Network-Based Identification of Precursor microRNAs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Training IBM Watson Using Automatically Generated Question-Answer Pairs.

[BibT_eX]

[DOI]

Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

DeepCCI: End-to-end Deep Learning for Chemical-Chemical Interaction Prediction.

[BibT_eX]

[DOI]

Sunyoung Kwon

Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

Transfer Learning for Deep Learning on Graph-Structured Data.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

NAND Flash Memory With Multiple Page Sizes for High-Performance Storage Devices.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2016

Exploiting Compression-Induced Internal Fragmentation for Power-Off Recovery in SSD.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2016

deepMiRGene: Deep Neural Network based Precursor microRNA Prediction.

[BibT_eX]

[DOI]

CoRR, 2016

An Efficient Approach to Boosting Performance of Deep Spiking Network Training.

[BibT_eX]

[DOI]

CoRR, 2016

Intrinsic Geometric Information Transfer Learning on Multiple Graph-Structured Datasets.

[BibT_eX]

[DOI]

CoRR, 2016

LSTM-Based System-Call Language Modeling and Robust Ensemble Method for Designing Host-Based Intrusion Detection Systems.

[BibT_eX]

[DOI]

CoRR, 2016

DeepSpark: Spark-Based Deep Learning Supporting Asynchronous Updates and Caffe Compatibility.

[BibT_eX]

[DOI]

CoRR, 2016

Near-Data Processing for Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2016

Will solid-state drives accelerate your bioinformatics? In-depth profiling, performance analysis and beyond.

[BibT_eX]

[DOI]

Sungmin Lee

Hyeyoung Min

Briefings Bioinform., 2016

Regularization and Kernelization of the Maximin Correlation Approach.

[BibT_eX]

[DOI]

IEEE Access, 2016

Biometric Authentication Using Noisy Electrocardiograms Acquired by Mobile Sensors.

[BibT_eX]

[DOI]

Hyun-Soo Choi

IEEE Access, 2016

Neural Universal Discrete Denoiser.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Collaborative analytics for data silos.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Mining internet media for monitoring changes of public emotions about infectious diseases.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering Workshops, 2016

CloudSocket: Smart grid platform for datacenters.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Computer Design, 2016

deepTarget: End-to-end Learning Framework for microRNA Target Prediction using Deep Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 7th ACM International Conference on Bioinformatics, 2016

2015

Multi-Threaded Hierarchical Clustering by Parallel Nearest-Neighbor Chaining.

[BibT_eX]

[DOI]

Yongkweon Jeon

IEEE Trans. Parallel Distributed Syst., 2015

Design Tradeoffs of SSDs: From Energy Consumption's Perspective.

[BibT_eX]

[DOI]

ACM Trans. Storage, 2015

FRAME: Fast and Realistic Attacker Modeling and Evaluation for Temporal Logical Correlation in Static Noise.

[BibT_eX]

[DOI]

CoRR, 2015

DUDE-Seq: Fast Universal Denoising of Nucleotide Sequences.

[BibT_eX]

[DOI]

CoRR, 2015

DNA-Level Splice Junction Prediction using Deep Recurrent Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2015

Will solid-state drives accelerate your bioinformatics? In-depth profiling, performance analysis, and beyond.

[BibT_eX]

[DOI]

CoRR, 2015

Manifold Regularized Deep Neural Networks using Adversarial Examples.

[BibT_eX]

[DOI]

Taehoon Lee

Minsuk Choi

CoRR, 2015

NASCUP: Nucleic Acid Sequence Classification by Universal Probability.

[BibT_eX]

[DOI]

CoRR, 2015

A High-Performance Solid-State Disk with Double-Data-Rate NAND Flash Memory.

[BibT_eX]

[DOI]

CoRR, 2015

Automated band annotation for RNA structure probing experiments with numerous capillary electrophoresis profiles.

[BibT_eX]

[DOI]

Bioinform., 2015

Boosted Categorical Restricted Boltzmann Machine for Computational Prediction of Splice Junctions.

[BibT_eX]

[DOI]

Taehoon Lee

Proceedings of the 32nd International Conference on Machine Learning, 2015

Measuring Large-Scale Dynamic Graph Similarity by RICom: RWR with Intergraph Compression.

[BibT_eX]

[DOI]

Jaekoo Lee

Gunn Kim

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Big/little deep neural network for ultra low power inference.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Hardware/Software Codesign and System Synthesis, 2015

Computational prediction of competitive endogenous RNA.

[BibT_eX]

[DOI]

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015

FingerNet: Deep learning-based robust finger joint detection from radiographs.

[BibT_eX]

[DOI]

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015

Wearable and wireless measurement system for evaluating penile tumescence.

[BibT_eX]

[DOI]

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015

2014

IO Workload Characterization Revisited: A Data-Mining Approach.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2014

Design of a bitmap-based QoS-aware memory controller for a packet memory.

[BibT_eX]

[DOI]

IEICE Electron. Express, 2014

CASPER: context-aware scheme for paired-end reads from high-throughput amplicon sequencing.

[BibT_eX]

[DOI]

Sunyoung Kwon

BMC Bioinform., 2014

Analytical model of SSD parallelism.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference On Simulation And Modeling Methodologies, 2014

Ensemble algorithms for DNA motif finding.

[BibT_eX]

[DOI]

Juho Kim

Seunghak Yu

Proceedings of the International Conference on Electronics, Information and Communications, 2014

Ensemble learning for robust prediction of microRNA-mRNA interactions.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Big Data and Smart Computing, BIGCOMP 2014, 2014

2013

Uncluttered Single-Image Visualization of Vascular Structures Using GPU and Integer Programming.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2013

Massively Parallel Energy Space Exploration for Uncluttered Visualization of Vascular Structures.

[BibT_eX]

[DOI]

Yongkweon Jeon

Joong-Ho Won

IEEE Trans. Biomed. Eng., 2013

HiTRACE-Web: an online tool for robust analysis of high-throughput capillary electrophoresis.

[BibT_eX]

[DOI]

Nucleic Acids Res., 2013

GPU-based acceleration of an RNA tertiary structure prediction algorithm.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2013

VSSIM: Virtual machine based SSD simulator.

[BibT_eX]

[DOI]

Proceedings of the IEEE 29th Symposium on Mass Storage Systems and Technologies, 2013

Robust classification of DNA damage patterns in single cell gel electrophoresis.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

In-depth analysis of interrelation between quality scores and real errors in illumina reads.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Application-Support Particle Filter for Dynamic Voltage Scaling of Multimedia Applications.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2012

Deduplication in SSDs: Model and quantitative analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE 28th Symposium on Mass Storage Systems and Technologies, 2012

Rapid and Robust Denoising of Pyrosequenced Amplicons for Metagenomics.

[BibT_eX]

[DOI]

Joonhong Park

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2011

Buffer Controller-Based Multiple Processing Element Utilization for Dataflow Synthesis.

[BibT_eX]

[DOI]

Woohyung Chun

Sangjin Hong

IEEE Trans. Very Large Scale Integr. Syst., 2011

Energy-Aware Interconnect Resource Reduction Through Buffer Access Manipulation for Data-Centric Applications.

[BibT_eX]

[DOI]

Woohyung Chun

Sangjin Hong

IEEE Trans. Very Large Scale Integr. Syst., 2011

Constructing Accurate Contact Maps for Hydroxyl-Radical-Cleavage-Based High-Throughput RNA Structure Inference.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2011

Verification methodology for the IMT-Advanced channel simulator.

[BibT_eX]

[DOI]

IEICE Electron. Express, 2011

HiTRACE: high-throughput robust analysis for capillary electrophoresis.

[BibT_eX]

[DOI]

Bioinform., 2011

Fast sort of floating-point data for data engineering.

[BibT_eX]

[DOI]

Changsoo Kim

Dongseung Kim

Adv. Eng. Softw., 2011

SSD Characterization: From Energy Consumption's Perspective.

[BibT_eX]

[DOI]

Proceedings of the 3rd USENIX Workshop on Hot Topics in Storage and File Systems, 2011

2010

Numerically efficient algorithm for modified trellis approaches.

[BibT_eX]

[DOI]

Hichan Moon

IEEE Trans. Commun., 2010

Concurrent simulation platform for energy-aware smart metering systems.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., 2010

Architecture Exploration of High-Performance PCs with a Solid-State Disk.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2010

Exploiting multiple switch libraries in topology synthesis of on-chip interconnection network.

[BibT_eX]

[DOI]

Minje Jun

Eui-Young Chung

Proceedings of the Design, Automation and Test in Europe, 2010

2009

Performance analysis of network coding with raptor codes for IPTV.

[BibT_eX]

[DOI]

Kwangseok Noh

Jun Heo

IEEE Trans. Consumer Electron., 2009

High-Speed Post-Layout Logic Simulation Using Quasi-Static Clock Event Evaluation.

[BibT_eX]

[DOI]

Myeongjin Kim

Eui-Young Chung

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2009

Run-Time Adaptive Workload Estimation for Dynamic Voltage Scaling.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2009

A good puncturing scheme for rate compatible low-density parity-check codes.

[BibT_eX]

[DOI]

J. Commun. Networks, 2009

K-maximin clustering: a maximin correlation approach to partition-based clustering.

[BibT_eX]

[DOI]

IEICE Electron. Express, 2009

Nonlinear preprocessing method for detecting peaks from gas chromatograms.

[BibT_eX]

[DOI]

Byonghyo Shim

Hyeyoung Min

BMC Bioinform., 2009

A robust peak detection method for RNA structure inference by high-throughput contact mapping.

[BibT_eX]

[DOI]

Bioinform., 2009

2008

Joint co-clustering: Co-clustering of genomic and clinical bioimaging data.

[BibT_eX]

[DOI]

Comput. Math. Appl., 2008

2007

Co-clustering: A Versatile Tool for Data Analysis in Biomedical Informatics.

[BibT_eX]

[DOI]

Luca Benini

Giovanni De Micheli

IEEE Trans. Inf. Technol. Biomed., 2007

Clustering protein environments for function prediction: finding PROSITE motifs in 3D.

[BibT_eX]

[DOI]

BMC Bioinform., 2007

2006

A Pattern-Mining Method for High-Throughput Lab-on-a-Chip Data Analysis.

[BibT_eX]

[DOI]

Luca Benini

Giovanni De Micheli

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2006

Mining Gene Sets for Measuring Similarities.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE Symposium on Computers and Communications (ISCC 2006), 2006

Exploiting Binary Abstractions in Deciphering Gene Interactions.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005

Discovering Coherent Biclusters from Gene Expression Data Using Zero-Suppressed Binary Decision Diagrams.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2005

Prediction of regulatory modules comprising microRNAs and target genes.

[BibT_eX]

[DOI]