Kyoung-Woon On
15 papers · 2016–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (41)
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Topic Evolution
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Research topics
Artificial Intelligence
(8)
Deep Learning
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Machine Learning
(8)
Core AI · Artificial Intelligence
(8)
Computer Vision
(6)
Natural Language Processing
(6)
Architectures
(5)
Applications
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(3)
Learning Types · Deep Learning
(3)
Analysis
(2)
Core AI · Computer Vision
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Generation
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Learning Types · Machine Learning
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Models
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Keywords
video understanding
(3)
self-supervised learning
(2)
large language model
(2)
multimodal learning
(2)
graph representation
(2)
representation learning
(2)
language model
(2)
legal reasoning
(2)
graph neural network
(2)
binary classification
(1)
video classification
(1)
policy optimization
(1)
attention mechanism
(1)
question answering
(1)
contrastive learning
(1)
direct preference optimization
(1)
coreference resolution
(1)
preference learning
(1)
reward modeling
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visual question answering
(1)
Papers
Evaluating Legal Reasoning Traces with Legal Issue Tree Rubrics
ACL 2026
Korean Canonical Legal Benchmark: Toward Knowledge-Independent Evaluation of LLMs’ Legal Reasoning Capabilities
EACL 2026
Binary Classifier Optimization for Large Language Model Alignment
ACL 2025
How Well Do Large Language Models Truly Ground?
NAACL 2024
Semiparametric Token-Sequence Co-Supervision
ACL 2024
TLCR: Token-Level Continuous Reward for Fine-grained Reinforcement Learning from Human Feedback
ACL 2024
Efficient Latent Variable Modeling for Knowledge-Grounded Dialogue Generation
EMNLP 2023
MELTR: Meta Loss Transformer for Learning To Fine-Tune Video Foundation Models
CVPR 2023
MSTR: Multi-Scale Transformer for End-to-End Human-Object Interaction Detection
CVPR 2022
Video-Text Representation Learning via Differentiable Weak Temporal Alignment
CVPR 2022
DramaQA: Character-Centered Video Story Understanding with Hierarchical QA
AAAI 2021
Cut-Based Graph Learning Networks to Discover Compositional Structure of Sequential Video Data
AAAI 2020
Hypergraph Attention Networks for Multimodal Learning
CVPR 2020
Toward General Scene Graph: Integration of Visual Semantic Knowledge with Entity Synset Alignment
ACL 2020
DeepSchema: Automatic Schema Acquisition from Wearable Sensor Data in Restaurant Situations
IJCAI 2016