Hanxiao Zhang
6 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(16)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(3)
Models
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Core AI
(2)
Optimization & Theory · Deep Learning
(2)
Computer Science
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
(1)
Architectures
(1)
Core Methods
(1)
Optimization & Theory · Machine Learning
(1)
Resources & Methods
(1)
Keywords
diffusion model
(2)
generative model
(2)
model compression
(2)
few-shot learning
(1)
class imbalance
(1)
distributed training
(1)
communication efficiency
(1)
memory efficiency
(1)
memory optimization
(1)
data parallelism
(1)
communication optimization
(1)
collective communication
(1)
data-parallel training
(1)
codebook quantization
(1)
long-tail recognition
(1)
product quantization
(1)
large language model
(1)
block-level pruning
(1)
dense compression
(1)
image classification
(1)
Papers
Memory-Efficient Generative Models via Product Quantization
ICCV 2025
Temporal Differential Fields for 4D Motion Modeling via Image-to-Video Synthesis
MICCAI 2025
Dense Vision Transformer Compression with Few Samples
CVPR 2024
DiffuLT: Diffusion for Long-tail Recognition Without External Knowledge
NeurIPS 2024
Implicit Representation Embraces Challenging Attributes of Pulmonary Airway Tree Structures
MICCAI 2024
Rethinking Memory and Communication Costs for Efficient Data Parallel Training of Large Language Models
NeurIPS 2024