Author

Gyunyeop Kim

Observed name: Kim, Gyunyeop

Institution: Gachon University

Observed institution: Gachon University

ORCID: 0000-0002-9604-8134

Observed ORCID: 0000-0002-9604-8134

OpenAlex ID: A5021541115

Multimodal Prompt Learning in Emotion Recognition Using Context and Audio Information

2023 · Eunseo Jeong, Gyunyeop Kim, et al. · Mathematics · 16

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Efficient Federated Learning with Pre-Trained Large Language Model Using Several Adapter Mechanisms

2023 · Gyunyeop Kim, Joon Yoo, et al. · Mathematics · 7

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Context and Layers in Harmony: A Unified Strategy for Mitigating LLM Hallucinations

2025 · Sangyeon Yu, Gyunyeop Kim, et al. · Mathematics · 6

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Effective Transfer Learning with Label-Based Discriminative Feature Learning

2022 · Gyunyeop Kim, Sangwoo Kang · Sensors · 6

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Accelerating Inference in Retrieval-Augmented Generation Models for Long-Form Question Answering via Dynamic Token Pruning

2025 · Wooseok Kim, Gyunyeop Kim, et al. · Mathematics · 2

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Summary-Sentence Level Hierarchical Supervision for Re-Ranking Model of Two-Stage Abstractive Summarization Framework

2024 · Eunseok Yoo, Gyunyeop Kim, et al. · Mathematics · 2

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Transformer-CTP: Current token prediction using cross-attention of queries with current position information

2026 · Gyunyeop Kim, Sangwoo Kang · Knowledge-Based Systems · 1

Exploration-Driven Reinforcement Learning for Expert Routing Improvement in Mixture-of-Experts Language Models

2025 · Gyunyeop Kim, Sangwoo Kang · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 1

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Lottery Rank-Pruning Adaptation Parameter Efficient Fine-Tuning

2024 · Juhyeong Kim, Gyunyeop Kim, et al. · Mathematics · 1

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Cross-Domain Document Summarization Model via Two-Stage Curriculum Learning

2024 · Seungsoo Lee, Gyunyeop Kim, et al. · Electronics · 1

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TA-GRPO-d: Trajectory-Aware GRPO for Optimizing Denoising Trajectories in Diffusion LLMs

2026 · Association for Computational Linguistics 2026, Kang, Sangwoo, et al. · Underline Science Inc.

AG-GRPO: Answer-Guided GRPO for Masked Diffusion Language Models

2026 · Association for Computational Linguistics 2026, Kang, Sangwoo, et al. · Underline Science Inc.

Analysis and Mitigation of Performance Degradation from Layer Insertions into the Middle of Pre-Trained Language Models

2026 · Gyunyeop Kim, Sangwoo Kang · Mathematics

TA-GRPO-d: Trajectory-Aware GRPO for Optimizing Denoising Trajectories in Diffusion LLMs

2026 · Gyunyeop Kim, Sangwoo Kang · Proceedings of the conference - Association for Computational Linguistics. Meeting

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AG-GRPO: Answer-Guided GRPO for Masked Diffusion Language Models

2026 · Juhyeong Kim, Gyunyeop Kim, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting

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CPC-GRPO: Answer-Free Reinforcement Learning with Cross-Prompt Consensus Rewards

2026 · Gyunyeop Kim, Sangwoo Kang · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)

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KLOD: Locality-Preserving Knowledge Editing via Non-Target Distribution Preservation

2026 · Hojun Jeong, Gyunyeop Kim, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)

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Probability-Lift Fine-Tuning for Knowledge Editing: Target-Token Prior as a Signal of Update Demand

2026 · Hojun Jeong, Gyunyeop Kim, et al. · SSRN Electronic Journal

Mitigating Hallucinations in LLMs through Context-Aware Decoding and Layer Comparison

2025 · Sangyeon Yu, Gyunyeop Kim, et al. · Journal of Digital Contents Society

FractalLLM: Lossless Self-Speculative Decoding with Layer Embedded Self-Compression

2025 · Juhyeong Kim, Sangyeon Yu, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)

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Effects of Teacher-free Self-training Knowledge Distillation in Dense Text Retrieval for Open Domain Q&A

2023 · Eunseok Yoo, Gyunyeop Kim, et al. · 정보과학회 컴퓨팅의 실제 논문지

Vision-Language Model with Multimodal Alignment using Variational AutoEncoder and Contrastive Learning

2023 · Eunseo Jeong, Gyunyeop Kim, et al. · 정보과학회 컴퓨팅의 실제 논문지

Effective Transfer Learning in Text Classification with the Label-Based Discriminative Feature Learning

2022 · Gyunyeop Kim, Sangwoo Kang · Journal of KIISE

Works count: 23

Citation count: 43

H-index: 4

I10-index: 1