Zikai Zhou
8 papers · 2024–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🏆 Grand Slam 🏆 Keyword Champion
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Prolific Year · Productive
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(4)
Models
(4)
Computer Vision
(3)
Application Areas
(3)
Core Methods
(3)
Generation
(3)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Interdisciplinary
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Science
(1)
Keywords
diffusion model
(3)
text-to-image generation
(2)
image generation
(2)
semi-supervised learning
(1)
text-to-image synthesis
(1)
knowledge distillation
(1)
video synthesis
(1)
video diffusion model
(1)
maximum mean discrepancy
(1)
training efficiency
(1)
image quality
(1)
mixture of expert
(1)
memory usage
(1)
temporal coherence
(1)
training acceleration
(1)
data compression
(1)
image classification
(1)
prompt alignment
(1)
image diffusion model
(1)
quantization
(1)
Papers
Accelerating Diffusion Model Training under Minimal Budgets: A Condensation-Based Perspective
CVPR 2026
Blend the Separated: Mixture of Synergistic Experts for Data-Scarcity Drug-Target Interaction Prediction
AAAI 2025
Golden Noise for Diffusion Models: A Learning Framework
ICCV 2025
IV-mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis
ICLR 2025
LowRA: Accurate and Efficient LoRA Fine-Tuning of LLMs under 2 Bits
ICML 2025
Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection
ICLR 2025
Elucidating the Design Space of Dataset Condensation
NeurIPS 2024
Rethinking Centered Kernel Alignment in Knowledge Distillation
IJCAI 2024