2022

Reducing computational cost in federated ensemble learning via rank-one matrix
2022.12.05
저자: YongHoon Kang, HoSeung Kim, Jee-Hyong Lee     학회명: Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems     학회명 (약자): SCIS-ISIS 2022     학회시작일: 2022-11-29     학회종료일: 2022-12-02    

TABS: Efficient Textual Adversarial Attack for Pre-trained NL Code Model Using Semantic Beam Search
2022.10.22
저자: YunSeok Choi, Hyojun Kim and Jee-Hyong Lee     학회명: The 2022 Conference on Empirical Methods in Natural Language Processing     학회명 (약자): EMNLP 2022     학회시작일: 2022-12-07     학회종료일: 2022-12-11    

IA-BERT: Context-Aware Sarcasm Detection by Incorporating Incongruity Attention Layer for Feature Extraction
2022.06.22
저자: Ida Ayu Putu Ari Crisdayanti, JinYeong Bak, YunSeok Choi, Jee-Hyong Lee     학회명: The 37th ACM/SIGAPP Symposium on Applied Computing (SAC ’22)     학회명 (약자): ACM SAC 2022     pp.: 1075-1082     학회시작일: 2022-04-25     학회종료일: 2022-04-29    

Propagation Regularizer for Semi-supervised Learning with Extremely Scarce Labeled Samples
2022.03.14
저자: 김누리, 이지형     학회명: IEEE/CVF Conference on Computer Vision and Pattern Recognition 2022     학회명 (약자): CVPR 2022     학회시작일: 2022-06-21     학회종료일: 2022-06-24    

An Embedding Method for Unseen Words Considering Contextual Information and Morphological Information
2022.01.04
저자: 원민섭, 최윤석, 김사무엘, 나철원, 이지형     학회명: ACM/SIGAPP Symposium On Applied Computing     학회명 (약자): ACM SAC 2021     pp.: 1056-1062     학회시작일: 2021-03-22     학회종료일: 2021-03-26    

Poisoning for Semi-Supervised Learning Data with Adversarial Self-Supervised Learning
2022.01.04
저자: YoungSung Cho, Jee-Hyong Lee     학회명: International Symposium on Advanced Intelligent Systems     학회명 (약자): ISIS2021     학회시작일: 2021-12-15     학회종료일: 2021-12-18    

Logit Averaging: Caputring Global Relation for Session-based Recommendation
2022.01.04
저자: Gahyung Kim, Heeyoon Yang, Jee-Hyong Lee     학회명: International Symposium on Advanced Intelligent Systems     학회명 (약자): ISIS2021     학회시작일: 2021-12-15     학회종료일: 2021-12-18    

CodeBERT-Attack: A Fast Gradient-based Adversarial Attack Against CodeBERT Using CodeBERT
2022.01.04
저자: Samuel Kim, CheolWon Na, Jee-Hyong Lee     학회명: International Symposium on Advanced Intelligent Systems     학회명 (약자): ISIS2021     학회시작일: 2021-12-15     학회종료일: 2021-12-18    

FedWAvg: Federated Weighted Averaging by Example Forgetting Events in Non-IID
2022.01.04
저자: Mann Soo Hong, Seok-Kyu Kang, Jee-Hyong Lee     학회명: International Symposium on Advanced Intelligent Systems     학회명 (약자): ISIS2021     학회시작일: 2021-12-15     학회종료일: 2021-12-18    

2021

Learning Sequential and Structural Information for Source Code Summarization
2021.09.27
저자: YunSeok Choi, JinYeong Bak, CheolWon Na, Jee-Hyong Lee     학회명: Findings of the Association for Computational Linguistics     학회명 (약자): ACL-IJCNLP 2021     pp.: 2842–2851     학회시작일: 2021-08-01     학회종료일: 2021-08-06    

Class Activation Map Pairing for Adversarial Robustness
2021.01.24
저자: DongEon Jeong, MinGyu Lee, JinSeob Lee, Jee-Hyong Lee     학회명: International Conference on Convergence Content 2020     학회명 (약자): ICCC     pp.: 419-420     학회시작일: 2020-11-16     학회종료일: 2020-11-18    

Rescoring Teacher Outputs with Decoded Utterances for Knowledge Distillation in Automatic Speech Recognition
2021.01.24
저자: HOLEN HENNING MIKAL, Jee-Hyong Lee     학회명: Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems     학회명 (약자): SCIS & ISIS     학회시작일: 2020-12-05     학회종료일: 2020-12-08    

Sequence to Sequence CycleGAN for Non-Parallel Sentiment Transfer with Identity Loss Pretraining
2021.01.24
저자: Ida Ayu Putu Ari Crisdayanti, Jee-Hyong Lee     학회명: Research in Adaptive and Convergent Systems     학회명 (약자): RACS ’20     pp.: 26-30     학회시작일: 2020-10-13     학회종료일: 2020-10-16    

Adversarially-learned Image Transfer Model for Multi-content Disentanglement
2021.01.24
저자: HoYong Seo, Jee-Hyong Lee     학회명: Research in Adaptive and Convergent Systems     학회명 (약자): RACS ’20     pp.: 31-35     학회시작일: 2020-10-13     학회종료일: 2020-10-16    

Attention History-based Attention for Abstractive Text Summarization
2021.01.24
저자: YunSeok Choi, HyunSoo Lee, Jee-Hyong Lee     학회명: The 35th ACM/SIGAPP Symposium on Applied Computing     학회명 (약자): ACM-SAC     pp.: 1075-1081     학회시작일: 2020-03-30     학회종료일: 2020-04-03    

Source Code Summarization Using Attention-based Keyword Memory Networks
2021.01.24
저자: YunSeok Choi, Soo-ah Kim, Jee-Hyong Lee     학회명: 2020 IEEE International Conference on Big Data and Smart Computing     학회명 (약자): BIGCOMP     학회시작일: 2020-02-20     학회종료일: 2020-02-22    

An E-sports video highlight generator using win-loss probability model
2021.01.24
저자: SeokKyu Kang, Jee-Hyung Lee     학회명: The 35th ACM/SIGAPP Symposium on Applied Computing     학회명 (약자): ACM-SAC     pp.: 915-922     학회시작일: 2020-03-30     학회종료일: 2020-04-03    

2020

Finding Object Using Reinforcement Learning in Classification Problem
2020.01.06
저자: Jae-Woo Choi, Jee-Hyong Lee     학회명: International Conference on Convergence Content 2019     학회명 (약자): ICCC 2019     학회시작일: 2019-12-20     학회종료일: 2019-12-22    

The Number of Updates Based Weight Pruning
2020.01.06
저자: Heekwang Jeon, Jee-Hyong Lee     학회명: The 20th International Symposium on Advanced Intelligent Systems and 2019 International Conference on Biometrics and Kansei Engineering     학회명 (약자): ISIS 2019     pp.: 92-97     학회시작일: 2019-12-05     학회종료일: 2019-12-07    

Transfer Learning using Switchable Batch Normalization
2020.01.06
저자: JinHo Lee and Jee-Hyong Lee     학회명: The 20th International Symposium on Advanced Intelligent Systems and 2019 International Conference on Biometrics and Kansei Engineering     학회명 (약자): ISIS 2019     pp.: 104-109     학회시작일: 2019-12-05     학회종료일: 2019-12-07