Dual Path Attribution: Efficient Attribution for SwiGLU-Transformers through Layer-Wise Target Propagation
Lasse Marten Jantsch, Dong-Jae Koh, Seonghyeon Lee, Young-Kyoon Suh
2026
On the Effectiveness of Integration Methods for Multimodal Dialogue Response Retrieval
Seongbo Jang, Seonghyeon Lee, Dongha Lee, Hwanjo Yu
Published at the 16th ACM International Conference on Multimedia Retrieval (ICMR 2026)
Dynamic Multi-period Experts for Online Time Series Forecasting
Seungha Hong, Sukang Chae, Suyeon Kim, Sanghwan Jang, Hwanjo Yu
Proceedings of The ACM Web Conference 2026 (WWW 2026)
Harmonic Dataset Distillation for Time Series Forecasting
Seungha Hong, Sanghwan Jang, Wonbin Kweon, Suyeon Kim, Gyuseok Lee, Hwanjo Yu
Proceedings of the 40th AAAI Conference on Artificial Intelligence (AAAI 2026)
2025
How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code
Seonghyeon Lee, HeeJae Chon, Joonwon Jang, Dongha Lee, Hwanjo Yu
Findings of the Association for Computational Linguistics: EMNLP 2025
Verbosity-Aware Rationale Reduction: Sentence-Level Rationale Reduction for Efficient and Effective Reasoning
Joonwon Jang, Jaehee Kim, Wongin Kweon, Seonghyeon Lee, Hwanjo Yu
Findings of the Association for Computational Linguistics: ACL 2025
Delving into Instance-Dependent Label Noise in Graph Data: A Comprehensive Study and Benchmark
Suyeon Kim, SeongKu Kang, Dongwoo Kim, Jungseul Ok, Hwanjo Yu
Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2025)
2024
Eliciting Instruction-tuned Code Language Models’ Capabilities to Utilize Auxiliary Function for Code Generation
Seonghyeon Lee, Suyeon Kim, Joonwon Jang, HeeJae Chon, Dongha Lee, Hwanjo Yu
Findings of the Association for Computational Linguistics: EMNLP 2024
Exploring Language Model’s Code Generation Ability with Auxiliary Functions
Seonghyeon Lee, Sanghwan Jang, Seongbo Jang, Dongha Lee and Hwanjo Yu
Findings of the Association for Computational Linguistics: NAACL 2024
KoDialogBench: Evaluating Conversational Understanding of Language Models with Korean Dialogue Benchmark
Seonghyeon Lee*, Seongbo Jang* and Hwanjo Yu (*: equal contribution)
Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
Learning Discriminative Dynamics with Label Corruption for Noisy Label Detection
Suyeon Kim, Dongha Lee, SeongKu Kang, Sukang Chae, Sanghwan Jang, Hwanjo Yu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024)
2023
Learning Topology-Specific Experts for Molecular Property Prediction
Suyeon Kim, Dongha Lee, Seongku Kang, Seonghyeon Lee, Hwanjo Yu
Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI 2023)
2022
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation
Dongha Lee, Jiaming Shen, Seonghyeon Lee, Susik Yoon, Hwanjo Yu and Jiawei Han
Findings of the Association for Computational Linguistics: EMNLP 2022
Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning
Seonghyeon Lee, Dongha Lee, Seongbo Jang and Hwanjo Yu
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (ACL 2022)
~ 2021
Learnable Structural Semantic Readout for Graph Classification
Dongha Lee, Suyeon Kim, Seonghyeon Lee, Chanyoung Park, Hwanjo Yu
2021 IEEE International Conference on Data Mining (ICDM)
Learnable Dynamic Temporal Pooling for Time Series Classification
Dongha Lee, Seonghyeon Lee, Hwanjo Yu
Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI 2021)
OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification
Seonghyeon Lee, Dongha Lee and Hwanjo Yu
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (ACL 2021)
BHIN2vec: Balancing the Type of Relation in Heterogeneous Information Network
Seonghyeon Lee, Chanyoung Park and Hwanjo Yu
Proceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM 2019)
Augmented Code Language Models: A Survey on Advanced Code Intelligence
Seonghyeon Lee, Gyeongmuk Park, Jeongmin Kim, Yeonsu Park
IEICE Transactions on Information and Systems, 2026
Minimizing Response Latency in LLM-Based Agent Systems: A Comprehensive Survey
Gyeongmuk Park, Seonghyeon Lee, Yeonsu Park
IEEE Access, 2026, Volume 14, Pages 26140-26168 (SCI-E)
Accelerating Sequential Pattern Mining on Spark: A SPADE-Based Approach
Yeonsu Park, Seonghyeon Lee
IEICE Transactions on Information and Systems, 2026, Volume E109.D Issue 2, Pages 273-278 (SCI-E)