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Huadong Ma

29 papers · 2020–2026 · 7 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+6 more ↓ πŸ—ΊοΈ Taxonomy Completionist (60) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
πŸ† Keyword Champion (3) 🀝 Dynamic Duo (12) πŸ—ƒοΈ Keyword Collector (141) πŸ“ˆ Trend Setter πŸ’Ž Century Club Β· Bronze ⚑ Prolific Year Β· Productive

Venues

AAAI (11) CVPR (8) ICCV (4) ECCV (2) NeurIPS (2) ICML (1) NSDI (1)

Top co-authors

Mengshi Qi (12) Huiyuan Fu (8) Chuanming Wang (7) Anlong Ming (5) Shuai He (5) Xin Wang (4) Liang Liu (3) Changsheng Lv (3) Wenkai Zheng (2) Huanhuan Zhang (2)

Research topics

Computer Vision (18) Machine Learning (15) Artificial Intelligence (12) Deep Learning (12) Core AI (12) Processing (10) Analysis (8) Application Areas (6) Core Methods (6) Learning Types Β· Machine Learning (5) Techniques (5) Domain-Specific (4) Learning Types Β· Deep Learning (4) Optimization & Theory (4) Architectures (2)

Keywords

image restoration (4) multimodal learning (3) exposure correction (3) video understanding (3) feature alignment (2) knowledge distillation (2) image aesthetics assessment (2) diffusion model (2) vision-language model (2) graph neural network (2) image processing (2) benchmark dataset (2) retinex decomposition (2) action recognition (2) scene understanding (1) computer vision (1) continual learning (1) domain adaptation (1) contrastive learning (1) transfer learning (1)

Papers

HDRMovieformer: A Transformer Framework and Benchmark for Cinematic SDR-to-HDR Conversion AAAI 2026 Improving Batch Normalization with Test-Time Adaptation for Robust Object Detection in Self-Driving AAAI 2026 Regression over Classification: Assessing Image Aesthetics via Multimodal Large Language Models AAAI 2026 Selective Diffusion Distillation for Real-World High-Scale Image Super-Resolution AAAI 2026 Towards Balanced Multi-Modal Learning in 3D Human Pose Estimation CVPR 2026 VidPrism: Heterogeneous Mixture of Experts for Image-to-Video Transfer CVPR 2026 From Abyssal Darkness to Blinding Glare: A Benchmark on Extreme Exposure Correction in Real World ICCV 2025 Global-Local Tree Search in VLMs for 3D Indoor Scene Generation CVPR 2025 Rethinking Personalized Aesthetics Assessment: Employing Physique Aesthetics Assessment as An Exemplification CVPR 2025 T2SG: Traffic Topology Scene Graph for Topology Reasoning in Autonomous Driving CVPR 2025 Tooth: Toward Optimal Balance of Video QoE and Redundancy Cost by Fine-Grained FEC in Cloud Gaming Streaming NSDI 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 Continuous Optical Zooming: A Benchmark for Arbitrary-Scale Image Super-Resolution in Real World CVPR 2024 Decomposed Vector-Quantized Variational Autoencoder for Human Grasp Generation ECCV 2024 ELTA: An Enhancer against Long-Tail for Aesthetics-oriented Models ICML 2024 Region-Aware Exposure Consistency Network for Mixed Exposure Correction AAAI 2024 Rethinking No-reference Image Exposure Assessment from Holism to Pixel: Models, Datasets and Benchmarks NeurIPS 2024 Semi-Supervised Teacher-Reference-Student Architecture for Action Quality Assessment ECCV 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 Dancing in the Dark: A Benchmark towards General Low-light Video Enhancement ICCV 2023 Disentangled Counterfactual Learning for Physical Audiovisual Commonsense Reasoning NeurIPS 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 You Do Not Need Additional Priors or Regularizers in Retinex-Based Low-Light Image Enhancement CVPR 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