Jisu Shin
15 papers · 2023–2026 · 8 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (33) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird ποΈ Keyword Collector (68)
π
Renaissance Researcher
(6)
β
The Questioner
(2)
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(8)
Machine Learning
(6)
Computer Vision
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Core Methods
(3)
Processing
(3)
Healthcare & Medicine
(2)
Application Areas
(2)
Applications
(2)
Clinical
(2)
Learning Types
(2)
Computer Science
(1)
Interdisciplinary
(1)
Keywords
large language model
(4)
multiple instance learning
(2)
natural language processing
(1)
hierarchical classification
(1)
uncertainty quantification
(1)
model calibration
(1)
knowledge distillation
(1)
evaluation framework
(1)
text generation
(1)
image editing
(1)
feature representation
(1)
image denoising
(1)
synthetic data generation
(1)
mental health detection
(1)
medical imaging
(1)
text classification
(1)
multi-class classification
(1)
graph partitioning
(1)
domain knowledge
(1)
spectral clustering
(1)
Papers
Beyond Static Benchmarks: Synthesizing Harmful Content via Persona-based Simulation for Robust Evaluation
ACL 2026
Diagnose Like A REAL Pathologist: An Uncertainty-Focused Approach for Trustworthy Multi-Resolution Multiple Instance Learning
WACV 2026
Every Error has Its Magnitude: Asymmetric Mistake Severity Training for Multiclass Multiple Instance Learning
CVPR 2026
Off The Grid: Detection of Primitives for Feed-Forward 3D Gaussian Splatting
CVPR 2026
Social Dynamics as Critical Vulnerabilities that Undermine Objective Decision-Making in LLM Collectives
ACL 2026
Does Rationale Quality Matter? Enhancing Mental Disorder Detection via Selective Reasoning Distillation
ACL 2025
Spotting Out-of-Character Behavior: Atomic-Level Evaluation of Persona Fidelity in Open-Ended Generation
ACL 2025
Video Color Grading via Look-Up Table Generation
ICCV 2025
Ask LLMs Directly, βWhat shapes your bias?β: Measuring Social Bias in Large Language Models
ACL 2024
CanonicalFusion: Generating Drivable 3D Human Avatars from Multiple Images
ECCV 2024
Close Imitation of Expert Retouching for Black-and-White Photography
CVPR 2024
Towards Effective Counter-Responses: Aligning Human Preferences with Strategies to Combat Online Trolling
EMNLP 2024
A Simple and Flexible Modeling for Mental Disorder Detection by Learning from Clinical Questionnaires
ACL 2023
Generation of Korean Offensive Language by Leveraging Large Language Models via Prompt Design
IJCNLP 2023
Task-Specific Scene Structure Representations
AAAI 2023