Kyoung-Woon On
15 papers · 2016–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Cross-Pollinator (12) π Conference Polyglot (6) π Academic Marathon (9) π Renaissance Researcher (6)
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Taxonomy Completionist
(42)
π§
Keyword Pioneer
π
Conference Polyglot
(6)
π§¬
Topic Evolution
π
Century Club
(13)
β
The Questioner
π₯
Unstoppable
(6)
ποΈ
Keyword Collector
(72)
Conferences
ACL (5)
CVPR (4)
AAAI (2)
EACL (1)
EMNLP (1)
IJCAI (1)
NAACL (1)
Top co-authors
Keywords
video understanding
(3)
legal reasoning
(2)
language model
(2)
multimodal learning
(2)
self-supervised learning
(2)
representation learning
(2)
graph neural network
(2)
large language model
(2)
graph representation
(2)
binary classification
(1)
video classification
(1)
policy optimization
(1)
attention mechanism
(1)
question answering
(1)
contrastive learning
(1)
direct preference optimization
(1)
preference learning
(1)
reward modeling
(1)
multi-modal learning
(1)
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 LLMsβ Legal Reasoning Capabilities
EACL 2026
Binary Classifier Optimization for Large Language Model Alignment
ACL 2025
TLCR: Token-Level Continuous Reward for Fine-grained Reinforcement Learning from Human Feedback
ACL 2024
Semiparametric Token-Sequence Co-Supervision
ACL 2024
How Well Do Large Language Models Truly Ground?
NAACL 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
Video-Text Representation Learning via Differentiable Weak Temporal Alignment
CVPR 2022
MSTR: Multi-Scale Transformer for End-to-End Human-Object Interaction Detection
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