Chunyi Li
16 papers · 2024–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (35) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π€ Dynamic Duo (16)
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Research topics
Machine Learning
(12)
Artificial Intelligence
(11)
Core AI
(11)
Deep Learning
(10)
Application Areas
(8)
Computer Vision
(7)
Models
(6)
Learning Types Β· Machine Learning
(4)
Learning Types Β· Deep Learning
(3)
Processing
(3)
Healthcare & Medicine
(2)
Natural Language Processing
(2)
Analysis
(2)
Applications
(2)
Clinical
(2)
Keywords
large multimodal model
(4)
benchmark evaluation
(4)
multimodal large language model
(3)
video quality assessment
(3)
foundation model
(3)
image quality assessment
(3)
instruction tuning
(2)
video generation
(2)
visual perception
(2)
visual quality assessment
(2)
multimodal learning
(2)
generative model
(2)
medical image
(2)
synthetic data generation
(1)
in-context learning
(1)
evaluation methodology
(1)
text-to-image generation
(1)
image restoration
(1)
image dehazing
(1)
video understanding
(1)
Papers
Exposing and Evaluating Hallucinations for GUI Grounding
CVPR 2026
GeoX-Bench: Benchmarking Cross-View Geo-Localization and Pose Estimation Capabilities of Large Multimodal Models
AAAI 2026
Scaling-up Perceptual Video Quality Assessment
AAAI 2026
A-Bench: Are LMMs Masters at Evaluating AI-generated Images?
ICLR 2025
Image Quality Assessment: From Human to Machine Preference
CVPR 2025
Information Density Principle for MLLM Benchmarks
ICCV 2025
Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing
CVPR 2025
Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs
CVPR 2025
Q-Eval-100K: Evaluating Visual Quality and Alignment Level for Text-to-Vision Content
CVPR 2025
Redundancy Principles for MLLMs Benchmarks
ACL 2025
Semantic versus Identity: A Divide-and-Conquer Approach towards Adjustable Medical Image De-Identification
ICCV 2025
Towards All-in-One Medical Image Re-Identification
CVPR 2025
Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
ICML 2024
Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level Vision
ICLR 2024
Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models
CVPR 2024
Towards Open-ended Visual Quality Comparison
ECCV 2024