Huadong Ma
27 papers · 2020–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (5) π Conference Polyglot (7) π Academic Marathon (5) πΊοΈ Taxonomy Completionist (58)
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Conference Polyglot
(7)
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Academic Marathon
(5)
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Renaissance Researcher
(5)
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Dynamic Duo
(10)
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Prolific Year
(8)
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Century Club
(23)
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Keyword Collector
(126)
Conferences
AAAI (11)
CVPR (6)
ICCV (4)
ECCV (2)
NIPS (2)
ICML (1)
NSDI (1)
Top co-authors
Keywords
image restoration
(4)
image processing
(2)
diffusion model
(2)
retinex decomposition
(2)
knowledge distillation
(2)
video understanding
(2)
exposure correction
(2)
benchmark dataset
(2)
graph neural network
(2)
image aesthetics assessment
(2)
multimodal learning
(2)
action recognition
(2)
human perception
(1)
scene understanding
(1)
continual learning
(1)
computer vision
(1)
contrastive learning
(1)
feature alignment
(1)
domain adaptation
(1)
transfer learning
(1)
Papers
HDRMovieformer: A Transformer Framework and Benchmark for Cinematic SDR-to-HDR Conversion
AAAI 2026
Selective Diffusion Distillation for Real-World High-Scale Image Super-Resolution
AAAI 2026
Regression over Classification: Assessing Image Aesthetics via Multimodal Large Language Models
AAAI 2026
Improving Batch Normalization with Test-Time Adaptation for Robust Object Detection in Self-Driving
AAAI 2026
Rethinking Personalized Aesthetics Assessment: Employing Physique Aesthetics Assessment as An Exemplification
CVPR 2025
Towards Efficient Object Re-Identification with a Novel Cloud-Edge Collaborative Framework
AAAI 2025
VIoTGPT: Learning to Schedule Vision Tools Towards Intelligent Video Internet of Things
AAAI 2025
T2SG: Traffic Topology Scene Graph for Topology Reasoning in Autonomous Driving
CVPR 2025
Global-Local Tree Search in VLMs for 3D Indoor Scene Generation
CVPR 2025
From Abyssal Darkness to Blinding Glare: A Benchmark on Extreme Exposure Correction in Real World
ICCV 2025
Tooth: Toward Optimal Balance of Video QoE and Redundancy Cost by Fine-Grained FEC in Cloud Gaming Streaming
NSDI 2025
Decomposed Vector-Quantized Variational Autoencoder for Human Grasp Generation
ECCV 2024
Rethinking No-reference Image Exposure Assessment from Holism to Pixel: Models, Datasets and Benchmarks
NIPS 2024
SGFormer: Semantic Graph Transformer for Point Cloud-Based 3D Scene Graph Generation
AAAI 2024
Weakly-Supervised Temporal Action Localization by Inferring Salient Snippet-Feature
AAAI 2024
ELTA: An Enhancer against Long-Tail for Aesthetics-oriented Models
ICML 2024
Semi-Supervised Teacher-Reference-Student Architecture for Action Quality Assessment
ECCV 2024
Region-Aware Exposure Consistency Network for Mixed Exposure Correction
AAAI 2024
Continuous Optical Zooming: A Benchmark for Arbitrary-Scale Image Super-Resolution in Real World
CVPR 2024
You Do Not Need Additional Priors or Regularizers in Retinex-Based Low-Light Image Enhancement
CVPR 2023
Disentangled Counterfactual Learning for Physical Audiovisual Commonsense Reasoning
NIPS 2023
Dancing in the Dark: A Benchmark towards General Low-light Video Enhancement
ICCV 2023
Thinking Image Color Aesthetics Assessment: Models, Datasets and Benchmarks
ICCV 2023
Unsupervised Self-Driving Attention Prediction via Uncertainty Mining and Knowledge Embedding
ICCV 2023
Gait Recognition for Co-Existing Multiple People Using Millimeter Wave Sensing
AAAI 2020
MemNAS: Memory-Efficient Neural Architecture Search With Grow-Trim Learning
CVPR 2020
Region-Based Global Reasoning Networks
AAAI 2020