2024

Learning with Structural Labels for Learning with Noisy Labels
2024.02.27
저자: 김누리*, 이진섭*, 이지형 (*: equal contribution)     학회명: IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024     학회명 (약자): CVPR 2024     학회시작일: 2024-06-17     학회종료일: 2024-06-19    

Code Defect Detection using Pre-trained Language Models with Encoder-Decoder via Line-Level Defect Localization
2024.02.27
저자: 안지민*, 최윤석*, 이지형 (*: equal contribution)     학회명: The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation     학회명 (약자): LREC-COLING 2024     학회시작일: 2024-05-20     학회종료일: 2024-05-25    

STAGE: Simple Text Data Augmentation by Graph Exploration
2024.02.28
저자: 김호승, 강용훈, 이지형     학회명: The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation     학회명 (약자): LREC-COLING 2024     학회시작일: 2024-05-20     학회종료일: 2024-05-25    

LayNet: Layout Size Prediction for Memory Design Using Graph Neural Networks in Early Design Stage
2024.02.29
저자: 지혜림, 김종성, 최정연, 이지형     학회명: 29th Asia and South Pacific Design Automation Conference     학회명 (약자): ASP-DAC 2024     학회시작일: 2024-01-22     학회종료일: 2024-01-25    

TF-EDA: Efficient and Effective Text Data Augmentation
2024.02.29
저자: 김호승, 이지형, 김한별     학회명: The 24th International Symposium on Advanced Intelligent Systems     학회명 (약자): ISIS 2023     학회시작일: 2023-12-06     학회종료일: 2023-12-09    

2023

Simple and Effective Out-of-Distribution Detection via Cosine-based Softmax Loss
2023.07.17
저자: 노순철, 이지형     학회명: International Conference on Computer Vision 2023     학회명 (약자): ICCV 2023     학회시작일: 2023-10-04     학회종료일: 2023-10-06    

LOAM: Improving Long-tail Session-based Recommendation via Niche Walk Augmentation and Tail Session Mixup
2023.05.04
저자: 양희윤, 최윤석, 김가형, 이지형     학회명: The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval     학회명 (약자): SIGIR 2023     학회시작일: 2023-07-23     학회종료일: 2023-07-27    

DIP: Dead code Insertion based Black-box Attack for Programming Language Model
2023.05.04
저자: 나철원, 최윤석, 이지형     학회명: Proceedings of the Association for Computational Linguistics (ACL 2023)     학회명 (약자): ACL 2023     학회시작일: 2023-07-10     학회종료일: 2023-07-14    

BLOCSUM: Block Scope-based Source Code Summarization via Shared Block Representation
2023.05.04
저자: 최윤석, 김효준, 이지형     학회명: Proceedings of the Association for Computational Linguistics (Findings of ACL 2023)     학회명 (약자): ACL 2023     학회시작일: 2023-07-10     학회종료일: 2023-07-14    

CodePrompt: Task-Agnostic Prefix Tuning for Program and Language Generation
2023.05.04
저자: 최윤석, 이지형     학회명: Proceedings of the Association for Computational Linguistics (Findings of ACL 2023)     학회명 (약자): ACL 2023     학회시작일: 2023-07-10     학회종료일: 2023-07-14    

2022

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    

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    

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    

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    

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    

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    

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    

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    

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    

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