Yeachan Kim

42 papers A* 8A 1B 3Misc 1Journal 14Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhancing Zero-shot Commonsense Reasoning by Integrating Visual Knowledge via Machine Imagination.
CoRR
Hyuntae Park, Yeachan Kim, SangKeun Lee
2025 A* conf
Bridging the Gap Between Molecule and Textual Descriptions via Substructure-aware Alignment.
EMNLP
Hyuntae Park, Yeachan Kim, SangKeun Lee
2025 J jnl
Bridging the Gap Between Molecule and Textual Descriptions via Substructure-aware Alignment.
CoRR
Hyuntae Park, Yeachan Kim, SangKeun Lee
2025 — conf
Curriculum Debiasing: Toward Robust Parameter-Efficient Fine-Tuning Against Dataset Biases.
ACL (1)
Mingyu Lee, Yeachan Kim, Wing-Lam Mok, SangKeun Lee
2025 — conf
Forward Knows Efficient Backward Path: Saliency-Guided Memory-Efficient Fine-tuning of Large Language Models.
ACL (1)
Yeachan Kim, SangKeun Lee
2024 J jnl
C2A: Client-Customized Adaptation for Parameter-Efficient Federated Learning.
CoRR
Yeachan Kim, Junho Kim, Wing-Lam Mok, Jun-Hyung Park, SangKeun Lee
2024 J jnl
CleaR: Towards Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Label Learning.
CoRR
Yeachan Kim, Junho Kim, SangKeun Lee
2024 — conf
Dynamic Layer-Wise Token Pruning for Sequence-to-Sequence Transformer Inference.
ICPRAI (2)
Ji Hun Keom, Yeachan Kim, Sung Ju Lee, SangKeun Lee
2024 — conf
KOMBO: Korean Character Representations Based on the Combination Rules of Subcharacters.
ACL (Findings)
SungHo Kim, Juhyeong Park, Yeachan Kim, SangKeun Lee
2024 — conf
MELT: Materials-aware Continued Pre-training for Language Model Adaptation to Materials Science.
EMNLP (Findings)
Junho Kim, Yeachan Kim, Jun-Hyung Park, Yerim Oh, Suho Kim, SangKeun Lee
2024 J jnl
MELT: Materials-aware Continued Pre-training for Language Model Adaptation to Materials Science.
CoRR
Junho Kim, Yeachan Kim, Jun-Hyung Park, Yerim Oh, Suho Kim, SangKeun Lee
2024 A* conf
MolTRES: Improving Chemical Language Representation Learning for Molecular Property Prediction.
EMNLP
Jun-Hyung Park, Yeachan Kim, Mingyu Lee, Hyuntae Park, SangKeun Lee
2024 J jnl
MolTRES: Improving Chemical Language Representation Learning for Molecular Property Prediction.
CoRR
Jun-Hyung Park, Yeachan Kim, Mingyu Lee, Hyuntae Park, SangKeun Lee
2024 — conf
Moleco: Molecular Contrastive Learning with Chemical Language Models for Molecular Property Prediction.
EMNLP (Industry Track)
Jun-Hyung Park, Hyuntae Park, Yeachan Kim, Woosang Lim, SangKeun Lee
2024 — conf
SEED: Semantic Knowledge Transfer for Language Model Adaptation to Materials Science.
EMNLP (Industry Track)
Yeachan Kim, Jun-Hyung Park, SungHo Kim, Juhyeong Park, Sangyun Kim, SangKeun Lee
2024 — conf
SparseFlow: Accelerating Transformers by Sparsifying Information Flows.
ACL (1)
Yeachan Kim, SangKeun Lee
2024 — conf
Towards Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Label Learning.
ACL (1)
Yeachan Kim, Junho Kim, SangKeun Lee
2024 — conf
Zero-shot Commonsense Reasoning over Machine Imagination.
EMNLP (Findings)
Hyuntae Park, Yeachan Kim, Jun-Hyung Park, SangKeun Lee
2024 J jnl
Zero-shot Commonsense Reasoning over Machine Imagination.
CoRR
Hyuntae Park, Yeachan Kim, Jun-Hyung Park, SangKeun Lee
2023 — conf
Client-Customized Adaptation for Parameter-Efficient Federated Learning.
ACL (Findings)
Yeachan Kim, Junho Kim, Wing-Lam Mok, Jun-Hyung Park, SangKeun Lee
2023 A* conf
Dynamic Structure Pruning for Compressing CNNs.
AAAI
Jun-Hyung Park, Yeachan Kim, Junho Kim, Joon-Young Choi, SangKeun Lee
2023 J jnl
Dynamic Structure Pruning for Compressing CNNs.
CoRR
Jun-Hyung Park, Yeachan Kim, Junho Kim, Joon-Young Choi, SangKeun Lee
2023 A* conf
Improving Bias Mitigation through Bias Experts in Natural Language Understanding.
EMNLP
Eojin Jeon, Mingyu Lee, Juhyeong Park, Yeachan Kim, Wing-Lam Mok, SangKeun Lee
2023 J jnl
Improving Bias Mitigation through Bias Experts in Natural Language Understanding.
CoRR
Eojin Jeon, Mingyu Lee, Juhyeong Park, Yeachan Kim, Wing-Lam Mok, SangKeun Lee
2023 A* conf
Leap-of-Thought: Accelerating Transformers via Dynamic Token Routing.
EMNLP
Yeachan Kim, Junho Kim, Jun-Hyung Park, Mingyu Lee, SangKeun Lee
2023 J jnl
Learning From Drift: Federated Learning on Non-IID Data via Drift Regularization.
CoRR
Yeachan Kim, Bonggun Shin
2023 J jnl
Phase-shifted Adversarial Training.
CoRR
Yeachan Kim, Seongyeon Kim, Ihyeok Seo, Bonggun Shin
2023 A conf
Phase-shifted adversarial training.
UAI
Yeachan Kim, Seongyeon Kim, Ihyeok Seo, Bonggun Shin
2022 B conf
Context-based Virtual Adversarial Training for Text Classification with Noisy Labels.
LREC
Do-Myoung Lee, Yeachan Kim, Chang-gyun Seo
2022 J jnl
Context-based Virtual Adversarial Training for Text Classification with Noisy Labels.
CoRR
Do-Myoung Lee, Yeachan Kim, Chang-gyun Seo
2022 A* conf
In Defense of Core-set: A Density-aware Core-set Selection for Active Learning.
KDD
Yeachan Kim, Bonggun Shin
2022 J jnl
In Defense of Core-set: A Density-aware Core-set Selection for Active Learning.
CoRR
Yeachan Kim, Bonggun Shin
2021 — conf
An Interpretable Framework for Drug-Target Interaction with Gated Cross Attention.
MLHC
Yeachan Kim, Bonggun Shin
2021 J jnl
An Interpretable Framework for Drug-Target Interaction with Gated Cross Attention.
CoRR
Yeachan Kim, Bonggun Shin
2020 A* conf
Adaptive Compression of Word Embeddings.
ACL
Yeachan Kim, Kang-Min Kim, SangKeun Lee
2020 — conf
Multi-pretraining for Large-scale Text Classification.
EMNLP (Findings)
Kang-Min Kim, Bumsu Hyeon, Yeachan Kim, Jun-Hyung Park, SangKeun Lee
2020 Misc conf
Personalizing large-scale text classification by modeling individual differences.
SAC
Jungho Lee, Byung-Ju Choi, Yeachan Kim, Kang-Min Kim, Woo-Jong Ryu, SangKeun Lee
2020 B conf
Representation Learning for Unseen Words by Bridging Subwords to Semantic Networks.
LREC
Yeachan Kim, Kang-Min Kim, SangKeun Lee
2019 A* conf
From Small-scale to Large-scale Text Classification.
WWW
Kang-Min Kim, Yeachan Kim, Jungho Lee, Ji-Min Lee, SangKeun Lee
2018 — conf
A Unified Approach to Word Sense Representation and Disambiguation.
ICCI*CC
Do-Myoung Lee, Yeachan Kim, Ji-Min Lee, SangKeun Lee
2018 — conf
Improving Open Directory Project-Based Text Classification with Hierarchical Category Embedding.
ICCI*CC
Ji-Min Lee, Kang-Min Kim, Yeachan Kim, SangKeun Lee
2018 B conf
Learning to Generate Word Representations using Subword Information.
COLING
Yeachan Kim, Kang-Min Kim, Ji-Min Lee, SangKeun Lee