Youngjune Gwon

Affiliations:
  • Samsung SDS, Seoul, Korea
  • Massachusetts Institute of Technology (MIT), Lincoln Laboratory, Cambridge, MA, USA (former)
  • Harvard University, John A. Paulson School of Engineering and Applied Sciences, Cambridge, MA, USA (former, PhD 2015)


According to our database1, Youngjune Gwon authored at least 55 papers between 2003 and 2024.

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Timeline

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Bibliography

2024
Entity-level Factual Adaptiveness of Fine-tuning based Abstractive Summarization Models.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023
Document Change Detection With Hierarchical Patch Comparison.
Proceedings of the IEEE International Conference on Image Processing, 2023

Is Cross-Modal Information Retrieval Possible Without Training?
Proceedings of the Advances in Information Retrieval, 2023

Model Intrinsic Features of Fine-tuning based Text Summarization Models for Factual Consistency.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
BiHPF: Bilateral High-Pass Filters for Robust Deepfake Detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Simulation-guided Beam Search for Neural Combinatorial Optimization.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Shuffle & Divide: Contrastive Learning for Long Text.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

ContraCluster: Learning to Classify without Labels by Contrastive Self-Supervision and Prototype-Based Semi-Supervision.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021
SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning.
CoRR, 2021

Matrix encoding networks for neural combinatorial optimization.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Enhancing Semantic Understanding with Self-Supervised Methods for Abstractive Dialogue Summarization.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

A Variational Quantum Algorithm for Ordered SVD.
Proceedings of the IEEE Global Communications Conference, 2021

VaB-AL: Incorporating Class Imbalance and Difficulty With Variational Bayes for Active Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
POMO: Policy Optimization with Multiple Optima for Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

KoreALBERT: Pretraining a Lite BERT Model for Korean Language Understanding.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP Tasks.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

DoFNet: Depth of Field Difference Learning for Detecting Image Forgery.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

DefogGAN: Predicting Hidden Information in the StarCraft Fog of War with Generative Adversarial Nets.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Visual Domain Adaptation by Consensus-Based Transfer to Intermediate Domain.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Adversarial Learning of Semantic Relevance in Text to Image Synthesis.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
InferBeam: A Fast Beam Alignment Protocol for Millimeter-wave Networking.
CoRR, 2018

The MIT Lincoln Laboratory / JHU / EPITA-LSE LRE17 System.
Proceedings of the Odyssey 2018: The Speaker and Language Recognition Workshop, 2018

2017
Adversarial nets with perceptual losses for text-to-image synthesis.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017


Language Modeling by Clustering with Word Embeddings for Text Readability Assessment.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Competing Cognitive Resilient Networks.
IEEE Trans. Cogn. Commun. Netw., 2016

Multimodal Sparse Coding for Event Detection.
CoRR, 2016

A Reverse Approach to Named Entity Extraction and Linking in Microposts.
Proceedings of the 6th Workshop on 'Making Sense of Microposts' co-located with the 25th International World Wide Web Conference (WWW 2016), 2016

Detecting Depression using Vocal, Facial and Semantic Communication Cues.
Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, 2016

Multi-Modal Audio, Video and Physiological Sensor Learning for Continuous Emotion Prediction.
Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, 2016

Sparse-coded net model and applications.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Language Recognition via Sparse Coding.
Proceedings of the Interspeech 2016, 2016

Deep Sparse-coded Network (DSN).
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Blind Signal Classification via Sparse Coding.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015
Multimodal sparse representation learning and applications.
CoRR, 2015

Geolocation with Subsampled Microblog Social Media.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Twitter Geolocation and Regional Classification via Sparse Coding.
Proceedings of the Ninth International Conference on Web and Social Media, 2015

Fast Online Learning of Antijamming and Jamming Strategies.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014
Inferring Origin Flow Patterns in Wi-Fi with Deep Learning.
Proceedings of the 11th International Conference on Autonomic Computing, 2014

2013
Scaling network-based spectrum analyzer with constant communication cost.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Optimizing media access strategy for competing cognitive radio networks.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

Competing Mobile Network Game: Embracing antijamming and jamming strategies with reinforcement learning.
Proceedings of the IEEE Conference on Communications and Network Security, 2013

2012
A Chip Architecture for Compressive Sensing Based Detection of IC Trojans.
Proceedings of the 2012 IEEE Workshop on Signal Processing Systems, 2012

Determining RF angle of arrival using COTS antenna arrays: A field evaluation.
Proceedings of the 31st IEEE Military Communications Conference, 2012

Statistical screening for IC Trojan detection.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Compressive sensing with optimal sparsifying basis and applications in spectrum sensing.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

2011
DISTROY: Detecting Integrated Circuit Trojans with Compressive Measurements.
Proceedings of the 6th USENIX Workshop on Hot Topics in Security, 2011

2006
An Overlay Server System (OSS) Platform for Multiplayer Online Games over Mobile Networks.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

2004
Enhanced forwarding from the previous care-of address (EFWD) for fast handovers in mobile IPv6.
Proceedings of the 2004 IEEE Wireless Communications and Networking Conference , 2004

Error characteristics and calibration-free techniques for wireless LAN-based location estimation.
Proceedings of the Second International Workshop on Mobility Management & Wireless Access Protocols, 2004

Robust Indoor Location Estimation of Stationary and Mobile Users.
Proceedings of the Proceedings IEEE INFOCOM 2004, 2004

Scalability and robustness analysis of mobile IPv6, fast mobile IPv6, hierarchical mobile IPv6, and hybrid IPv6 mobility protocols using a large-scale simulation.
Proceedings of IEEE International Conference on Communications, 2004

2003
Fast handoffs in wireless LAN networks using mobile initiated tunneling handoff protocol for IPv4 (MITHv4).
Proceedings of the 2003 IEEE Wireless Communications and Networking, 2003


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