Xudong Ma
6 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (12) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(11)
π£
Hot Topic Early Bird
Conferences
ICML (2)
NIPS (2)
ICLR (1)
IJCAI (1)
Top co-authors
Keywords
model compression
(3)
model quantization
(1)
image generation
(1)
knowledge distillation
(1)
efficient computing
(1)
keyword spotting
(1)
diffusion model
(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)
weight binarization
(1)
video matting
(1)
bitwise operation
(1)
Papers
BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models
ICLR 2025
Clustering Properties of Self-Supervised Learning
ICML 2025
BiDM: Pushing the Limit of Quantization for Diffusion Models
NIPS 2024
Accurate LoRA-Finetuning Quantization of LLMs via Information Retention
ICML 2024
BiMatting: Efficient Video Matting via Binarization
NIPS 2023
BiFSMN: Binary Neural Network for Keyword Spotting
IJCAI 2022