Junyeong Kim
14 papers · 2018–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (24) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
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Conference Pioneer
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Research topics
Artificial Intelligence
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Core AI
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Natural Language Processing
(5)
Computer Vision
(4)
Generation Β· Natural Language Processing
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Deep Learning
(3)
Applications
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Machine Learning
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Generation Β· Computer Vision
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Speech & Audio
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Application Areas
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Keywords
multimodal learning
(5)
attention mechanism
(3)
question answering
(3)
video understanding
(3)
visual question answering
(2)
video-grounded dialogue
(2)
video moment retrieval
(2)
video question answering
(2)
temporal localization
(2)
dialogue system
(2)
speech enhancement
(1)
coreference resolution
(1)
visual grounding
(1)
graph attention
(1)
semantic analysis
(1)
bias mitigation
(1)
image translation
(1)
memory efficiency
(1)
video summarization
(1)
test-time adaptation
(1)
Papers
GranAlign: Granularity-Aware Alignment Framework for Zero-shot Video Moment Retrieval
AAAI 2026
Language-Grounded Multi-Domain Image Translation via Semantic Difference Guidance
EACL 2026
See More, Store Less: Memory-Efficient Resolution for Video Moment Retrieval
EACL 2026
Selective Test-Time Debiasing for CLIP via Reward Gating
ACL 2026
Learning to See through Sound: From VggCaps to Multi2Cap for Richer Automated Audio Captioning
EMNLP 2025
QEVA: A Reference-Free Evaluation Metric for Narrative Video Summarization with Multimodal Question Answering
EMNLP 2025
HEAR: Hearing Enhanced Audio Response for Video-grounded Dialogue
EMNLP 2023
Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue
EMNLP 2022
Selective Query-Guided Debiasing for Video Corpus Moment Retrieval
ECCV 2022
Structured Co-reference Graph Attention for Video-grounded Dialogue
AAAI 2021
Modality Shifting Attention Network for Multi-Modal Video Question Answering
CVPR 2020
VLANet: Video-Language Alignment Network for Weakly-Supervised Video Moment Retrieval
ECCV 2020
Progressive Attention Memory Network for Movie Story Question Answering
CVPR 2019
Pivot Correlational Neural Network for Multimodal Video Categorization
ECCV 2018