Rui Ma
21 papers · 2022–2026 · 8 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (46) ποΈ Keyword Collector (112)
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Century Club Β· Bronze
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Prolific Year Β· Prolific
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Renaissance Researcher
(6)
Top co-authors
Research topics
Deep Learning
(12)
Computer Vision
(11)
Artificial Intelligence
(9)
Machine Learning
(8)
Core AI
(8)
Generation
(7)
Models
(7)
Processing
(6)
Learning Types Β· Deep Learning
(5)
Learning Types Β· Machine Learning
(5)
Computer Science
(3)
Analysis
(3)
Application Areas
(3)
Architectures
(3)
Healthcare & Medicine
(2)
Keywords
reinforcement learning
(3)
diffusion model
(3)
image generation
(3)
chain-of-thought reasoning
(2)
quality assessment
(2)
style transfer
(2)
large language model
(2)
image compression
(2)
vision-language model
(2)
3d scene generation
(2)
image synthesis
(1)
knowledge distillation
(1)
personalized generation
(1)
image restoration
(1)
medical imaging
(1)
text-to-image generation
(1)
mathematical reasoning
(1)
learned compression
(1)
entropy coding
(1)
object detection
(1)
Papers
CAD-Refiner: A Unified Framework for CAD Generation and Iterative Editing
CVPR 2026
Revisiting the Data Sampling in Multimodal Post-training from a Difficulty-Distinguish View
AAAI 2026
SmartNIC-Enabled Live Migration for Storage-Optimized VMs with PYROCUMULUS
NSDI 2026
ViRC: Enhancing Visual Interleaved Mathematical CoT with Reason Chunking
CVPR 2026
Anywhere: A Multi-Agent Framework for User-Guided, Reliable, and Diverse Foreground-Conditioned Image Generation
AAAI 2025
BOOTPLACE: Bootstrapped Object Placement with Detection Transformers
CVPR 2025
Curr-ReFT: Overcoming Training Bottlenecks in Small-scale Vision-Language Models via Curriculum Reinforcement Finetuning
EMNLP 2025
DecoupledGaussian: Object-Scene Decoupling for Physics-Based Interaction
CVPR 2025
Diff3DS: Generating View-Consistent 3D Sketch via Differentiable Curve Rendering
ICLR 2025
FreeScene: Mixed Graph Diffusion for 3D Scene Synthesis from Free Prompts
CVPR 2025
OmniStyle: Filtering High Quality Style Transfer Data at Scale
CVPR 2025
P(all-atom) Is Unlocking New Path For Protein Design
ICML 2025
Rethinking Discrete Tokens: Treating Them as Conditions for Continuous Autoregressive Image Synthesis
ICCV 2025
SigStyle: Signature Style Transfer via Personalized Text-to-Image Models
AAAI 2025
Unknown Text Learning for CLIP-based Few-Shot Open-set Recognition
ICCV 2025
3D-SceneDreamer: Text-Driven 3D-Consistent Scene Generation
CVPR 2024
B-spine: Learning B-spline Curve Representation for Robust and Interpretable Spinal Curvature Estimation
AAAI 2024
EPSD: Early Pruning with Self-Distillation for Efficient Model Compression
AAAI 2024
SemanticHuman-HD: High Resolution Semantic disentangled 3D Human Generation
ECCV 2024
ELIC: Efficient Learned Image Compression With Unevenly Grouped Space-Channel Contextual Adaptive Coding
CVPR 2022
Practical Learned Lossless JPEG Recompression With Multi-Level Cross-Channel Entropy Model in the DCT Domain
CVPR 2022