Sungzoon Cho
11 papers · 2019–2026 · 9 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (25) π£ Hot Topic Early Bird
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Conference Pioneer
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The Questioner
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(6)
Top co-authors
Research topics
Artificial Intelligence
(9)
Core AI
(9)
Machine Learning
(4)
Natural Language Processing
(4)
Deep Learning
(3)
Core Methods
(3)
Generation
(3)
Computer Vision
(2)
Learning Types
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Applications Β· Natural Language Processing
(1)
Applications Β· Reinforcement Learning
(1)
Domain-Specific
(1)
Keywords
vision-language model
(3)
dialogue system
(3)
mental health
(2)
dialogue generation
(2)
motivational interviewing
(2)
response generation
(1)
natural images
(1)
similarity search
(1)
pretraining
(1)
dynamic routing
(1)
conversational ai
(1)
episodic memory
(1)
multivariate time series
(1)
recurrent neural network
(1)
retrieval-augmented generation
(1)
explainable ai
(1)
evaluation metric
(1)
reference-free evaluation
(1)
attention map
(1)
image captioning
(1)
Papers
PsyProbe: Proactive and Interpretable Dialogue through User State Modeling for Exploratory Counseling
EACL 2026
Do You Keep an Eye on What I Ask? Mitigating Multimodal Hallucination via Attention-Guided Ensemble Decoding
ICLR 2025
EXPERT: An Explainable Image Captioning Evaluation Metric with Structured Explanations
ACL 2025
InstructX2X: An Interpretable Local Editing Model for Counterfactual Medical Image Generation
MICCAI 2025
KMI: A Dataset of Korean Motivational Interviewing Dialogues for Psychotherapy
NAACL 2025
LLM-guided Plan and Retrieval: A Strategic Alignment for Interpretable User Satisfaction Estimation in Dialogue
NAACL 2025
Pre-Storage Reasoning for Episodic Memory: Shifting Inference Burden to Memory for Personalized Dialogue
EMNLP 2025
Pretraining Vision-Language Model for Difference Visual Question Answering in Longitudinal Chest X-rays
MIDL 2024
Safe-Embed: Unveiling the Safety-Critical Knowledge of Sentence Encoders
ACL 2024
MEMTO: Memory-guided Transformer for Multivariate Time Series Anomaly Detection
NeurIPS 2023
Dynamic Vehicle Traffic Control Using Deep Reinforcement Learning in Automated Material Handling System
AAAI 2019