Youngjune Gwon

According to our database, Youngjune Gwon authored at least 57 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Correcting Negative Bias in Large Language Models through Negative Attention Score Alignment.

Sangwon Yu, Jongyoon Song, Bongkyu Hwang, Hoyoung Kang, Sooah Cho, Junhwa Choi, Seongho Joe, Taehee Lee, Youngjune L. Gwon, Sungroh Yoon

CoRR, 2024

CAAP: Context-Aware Action Planning Prompting to Solve Computer Tasks with Front-End UI Only.

Junhee Cho, Jihoon Kim, Daseul Bae, Jinho Choo, Youngjune Gwon, Yeong-Dae Kwon

CoRR, 2024

Entity-level Factual Adaptiveness of Fine-tuning based Abstractive Summarization Models.

Jongyoon Song, Nohil Park, Bongkyu Hwang, Jaewoong Yun, Seongho Joe, Youngjune Gwon, Sungroh Yoon

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

Document Change Detection With Hierarchical Patch Comparison.

Doyoung Park, Sunjin Kim, Minkyu Kim, Naresh Reddy Yarram, Seongho Joe, Youngjune Gwon, Jongwon Choi

Proceedings of the IEEE International Conference on Image Processing, 2023

Is Cross-Modal Information Retrieval Possible Without Training?

Hyunjin Choi, Hyunjae Lee, Seongho Joe, Youngjune Gwon

Proceedings of the Advances in Information Retrieval, 2023

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

Jongyoon Song, Nohil Park, Bongkyu Hwang, Jaewoong Yun, Seongho Joe, Youngjune Gwon, Sungroh Yoon

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

2022

BiHPF: Bilateral High-Pass Filters for Robust Deepfake Detection.

Yonghyun Jeong, Doyeon Kim, Seungjai Min, Seongho Joe, Youngjune Gwon, Jongwon Choi

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Simulation-guided Beam Search for Neural Combinatorial Optimization.

Jinho Choo, Yeong-Dae Kwon, Jihoon Kim, Jeongwoo Jae, André Hottung, Kevin Tierney, Youngjune Gwon

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.

Joonseok Lee, Seongho Joe, Kyoungwon Park, Bogun Kim, Hoyoung Kang, Jaeseon Park, Youngjune Gwon

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.

Seongho Joe, Byoungjip Kim, Hoyoung Kang, Kyoungwon Park, Bogun Kim, Jaeseon Park, Joonseok Lee, Youngjune Gwon

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

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

Byoungjip Kim, Jinho Choo, Yeong-Dae Kwon, Seongho Joe, Seungjai Min, Youngjune Gwon

CoRR, 2021

Matrix encoding networks for neural combinatorial optimization.

Yeong-Dae Kwon, Jinho Choo, Iljoo Yoon, Minah Park, Duwon Park, Youngjune Gwon

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.

Hyunjae Lee, Jaewoong Yun, Hyunjin Choi, Seongho Joe, Youngjune L. Gwon

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models.

Jooyoung Choi, Sungwon Kim, Yonghyun Jeong, Youngjune Gwon, Sungroh Yoon

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

A Variational Quantum Algorithm for Ordered SVD.

Ju-Young Ryu, Jiwon Jung, Jaeyoung Lee, Youngjune Gwon, June-Koo Kevin Rhee

Proceedings of the IEEE Global Communications Conference, 2021

VaB-AL: Incorporating Class Imbalance and Difficulty With Variational Bayes for Active Learning.

Jongwon Choi, Kwang Moo Yi, Jihoon Kim, Jinho Choo, Byoungjip Kim, Jin-Yeop Chang, Youngjune Gwon, Hyung Jin Chang

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

2020

POMO: Policy Optimization with Multiple Optima for Reinforcement Learning.

Yeong-Dae Kwon, Jinho Choo, Byoungjip Kim, Iljoo Yoon, Youngjune Gwon, Seungjai Min

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.

Hyunjae Lee, Jaewoong Yoon, Bonggyu Hwang, Seongho Joe, Seungjai Min, Youngjune Gwon

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP Tasks.

Hyunjin Choi, Judong Kim, Seongho Joe, Seungjai Min, Youngjune Gwon

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks.

Hyunjin Choi, Judong Kim, Seongho Joe, Youngjune Gwon

Proceedings of the 25th International Conference on Pattern Recognition, 2020

DoFNet: Depth of Field Difference Learning for Detecting Image Forgery.

Yonghyun Jeong, Jongwon Choi, Doyeon Kim, Sehyeon Park, Minki Hong, Changhyun Park, Seungjai Min, Youngjune Gwon

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.

Yonghyun Jeong, Hyunjin Choi, Byoungjip Kim, Youngjune Gwon

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

Visual Domain Adaptation by Consensus-Based Transfer to Intermediate Domain.

Jongwon Choi, Youngjoon Choi, Jihoon Kim, Jin-Yeop Chang, Ilhwan Kwon, Youngjune Gwon, Seungjai Min

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

2019

Adversarial Learning of Semantic Relevance in Text to Image Synthesis.

Miriam Cha, Youngjune L. Gwon, H. T. Kung

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

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

Sai Qian Zhang, H. T. Kung, Youngjune Gwon

CoRR, 2018

The MIT Lincoln Laboratory / JHU / EPITA-LSE LRE17 System.

Fred Richardson, Pedro A. Torres-Carrasquillo, Jonas Borgstrom, Douglas E. Sturim, Youngjune Gwon, Jesús Villalba, Jan Trmal, Nanxin Chen, Réda Dehak, Najim Dehak

Proceedings of the Odyssey 2018: The Speaker and Language Recognition Workshop, 2018

2017

Adversarial nets with perceptual losses for text-to-image synthesis.

Miriam Cha, Youngjune Gwon, H. T. Kung

Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

The MIT-LL, JHU and LRDE NIST 2016 Speaker Recognition Evaluation System.

Pedro A. Torres-Carrasquillo, Fred Richardson, Shahan C. Nercessian, Douglas E. Sturim, William M. Campbell, Youngjune Gwon, Swaroop Vattam, Najim Dehak, Sri Harish Reddy Mallidi, Phani Sankar Nidadavolu, Ruizhi Li, Réda Dehak

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Language Modeling by Clustering with Word Embeddings for Text Readability Assessment.

Miriam Cha, Youngjune Gwon, H. T. Kung

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Competing Cognitive Resilient Networks.

Siamak Dastangoo, Carl Fossa, Youngjune L. Gwon, H. T. Kung

IEEE Trans. Cogn. Commun. Netw., 2016

Multimodal Sparse Coding for Event Detection.

Youngjune Gwon, William M. Campbell, Kevin Brady, Douglas E. Sturim, Miriam Cha, H. T. Kung

CoRR, 2016

A Reverse Approach to Named Entity Extraction and Linking in Microposts.

Kara Greenfield, Rajmonda Sulo Caceres, Michael Coury, Kelly Geyer, Youngjune Gwon, Jason Matterer, Alyssa C. Mensch, Cem Safak Sahin, Olga Simek

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.

James R. Williamson, Elizabeth Godoy, Miriam Cha, Adrianne Schwarzentruber, Pooya Khorrami, Youngjune Gwon, H. T. Kung, Charlie K. Dagli, Thomas F. Quatieri

Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, 2016

Multi-Modal Audio, Video and Physiological Sensor Learning for Continuous Emotion Prediction.

Kevin Brady, Youngjune Gwon, Pooya Khorrami, Elizabeth Godoy, William M. Campbell, Charlie K. Dagli, Thomas S. Huang

Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, 2016

Sparse-coded net model and applications.

Youngjune Gwon, Miriam Cha, William M. Campbell, H. T. Kung, Charlie K. Dagli

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Language Recognition via Sparse Coding.

Youngjune L. Gwon, William M. Campbell, Douglas E. Sturim, H. T. Kung

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Deep Sparse-coded Network (DSN).

Youngjune Gwon, Miriam Cha, H. T. Kung

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Blind Signal Classification via Sparse Coding.

Youngjune Gwon, Siamak Dastangoo, H. T. Kung, Carl Fossa

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015

Multimodal sparse representation learning and applications.

Miriam Cha, Youngjune Gwon, H. T. Kung

CoRR, 2015

Geolocation with Subsampled Microblog Social Media.

Miriam Cha, Youngjune Gwon, H. T. Kung

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.

Miriam Cha, Youngjune Gwon, H. T. Kung

Proceedings of the Ninth International Conference on Web and Social Media, 2015

Fast Online Learning of Antijamming and Jamming Strategies.

Youngjune Gwon, Siamak Dastangoo, Carl Fossa, H. T. Kung

Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014

Inferring Origin Flow Patterns in Wi-Fi with Deep Learning.

Youngjune Gwon, H. T. Kung

Proceedings of the 11th International Conference on Autonomic Computing, 2014

2013

Scaling network-based spectrum analyzer with constant communication cost.

Youngjune Gwon, H. T. Kung

Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Optimizing media access strategy for competing cognitive radio networks.

Youngjune Gwon, Siamak Dastangoo, H. T. Kung

Proceedings of the 2013 IEEE Global Communications Conference, 2013

Competing Mobile Network Game: Embracing antijamming and jamming strategies with reinforcement learning.

Youngjune Gwon, Siamak Dastangoo, Carl Fossa, H. T. Kung

Proceedings of the IEEE Conference on Communications and Network Security, 2013

2012

A Chip Architecture for Compressive Sensing Based Detection of IC Trojans.

Yi-Min Tsai, Keng-Yen Huang, H. T. Kung, Dario Vlah, Youngjune Gwon, Liang-Gee Chen

Proceedings of the 2012 IEEE Workshop on Signal Processing Systems, 2012

Determining RF angle of arrival using COTS antenna arrays: A field evaluation.

Hsieh-Chung Chen, Tsung-Han Lin, H. T. Kung, Chit-Kwan Lin, Youngjune Gwon

Proceedings of the 31st IEEE Military Communications Conference, 2012

Statistical screening for IC Trojan detection.

Youngjune Gwon, H. T. Kung, Dario Vlah, Keng-Yen Huang, Yi-Min Tsai

Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Compressive sensing with optimal sparsifying basis and applications in spectrum sensing.

Youngjune Gwon, H. T. Kung, Dario Vlah

Proceedings of the 2012 IEEE Global Communications Conference, 2012

2011

DISTROY: Detecting Integrated Circuit Trojans with Compressive Measurements.

Youngjune Gwon, H. T. Kung, Dario Vlah

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.

Ulas C. Kozat, Youngjune Gwon, Ravi Jain

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.

Youngjune Gwon, Alper Yegin

Proceedings of the 2004 IEEE Wireless Communications and Networking Conference , 2004

Error characteristics and calibration-free techniques for wireless LAN-based location estimation.

Youngjune Gwon, Ravi Jain

Proceedings of the Second International Workshop on Mobility Management & Wireless Access Protocols, 2004

Robust Indoor Location Estimation of Stationary and Mobile Users.

Youngjune Gwon, Ravi Jain, Toshiro Kawahara

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.

Youngjune Gwon, James Kempf, Alper Yegin

Proceedings of IEEE International Conference on Communications, 2004

2003

Fast handoffs in wireless LAN networks using mobile initiated tunneling handoff protocol for IPv4 (MITHv4).

Youngjune Gwon, Guangrui Fu, Ravi Jain

Proceedings of the 2003 IEEE Wireless Communications and Networking, 2003