Xudong Ma
6 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(6)
Application Areas
(5)
Artificial Intelligence
(2)
Architectures
(2)
Core AI
(2)
Models
(2)
Optimization & Theory
(2)
Techniques
(2)
Computer Science
(1)
Computer Vision
(1)
Applications
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Processing
(1)
Keywords
model compression
(3)
weight binarization
(2)
image generation
(2)
diffusion model
(2)
efficient computing
(2)
model quantization
(2)
lora fine-tuning
(1)
edge computing
(1)
edge deployment
(1)
parameter quantization
(1)
neural network binarization
(1)
storage reduction
(1)
model binarization
(1)
binary neural network
(1)
speech command recognition
(1)
joint embedding
(1)
information retention
(1)
video matting
(1)
bitwise operation
(1)
positive feedback
(1)
Papers
BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models
ICLR 2025
Clustering Properties of Self-Supervised Learning
ICML 2025
Accurate LoRA-Finetuning Quantization of LLMs via Information Retention
ICML 2024
BiDM: Pushing the Limit of Quantization for Diffusion Models
NeurIPS 2024
BiMatting: Efficient Video Matting via Binarization
NeurIPS 2023
BiFSMN: Binary Neural Network for Keyword Spotting
IJCAI 2022