Ziheng Jia
5 papers · 2025–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π Cross-Pollinator (15)
β
Rising Star
(5)
Conferences
AAAI (2)
CVPR (2)
ICCV (1)
Top co-authors
Keywords
image quality assessment
(2)
large multimodal model
(2)
video quality assessment
(2)
benchmark evaluation
(2)
multimodal learning
(1)
video understanding
(1)
synthetic data generation
(1)
information density
(1)
reward function
(1)
downstream task
(1)
multimodal large language model
(1)
video quality
(1)
out-of-distribution robustness
(1)
multi-stage training
(1)
model assessment
(1)
benchmark design
(1)
test evaluation
(1)
reinforcement fine-tuning
(1)
machine vision
(1)
human-machine gap
(1)
Papers
Scaling-up Perceptual Video Quality Assessment
AAAI 2026
Refine-IQA: Multi-Stage Reinforcement Finetuning for Perceptual Image Quality Assessment
AAAI 2026
Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs
CVPR 2025
Image Quality Assessment: From Human to Machine Preference
CVPR 2025
Information Density Principle for MLLM Benchmarks
ICCV 2025