Zhenyu Zhou
9 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
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Renaissance Researcher
(5)
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Research topics
Machine Learning
(6)
Computer Vision
(5)
Generation
(4)
Deep Learning
(3)
Application Areas
(3)
Models
(3)
Core Methods
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Analysis
(1)
Core AI
(1)
Learning Types
(1)
Keywords
image generation
(3)
diffusion model
(2)
knowledge distillation
(2)
few-shot learning
(1)
abductive learning
(1)
data augmentation
(1)
anomaly detection
(1)
image synthesis
(1)
graph structure
(1)
numerical optimization
(1)
generative model
(1)
speaker recognition
(1)
dynamic programming
(1)
graph structure learning
(1)
symbolic planning
(1)
feature matching
(1)
model compression
(1)
error rate
(1)
classifier-free guidance
(1)
time series analysis
(1)
Papers
DICE: Distilling Classifier-Free Guidance into Text Embeddings
AAAI 2026
From End-to-end to Step-by-step: Learning to Abstract via Abductive Reinforcement Learning
IJCAI 2025
Towards Explainable and Unprecedented Accuracy in Matching Challenging Finger Crease Patterns
CVPR 2025
A Comprehensive Investigation on Speaker Augmentation for Speaker Recognition
Interspeech 2024
Fast ODE-based Sampling for Diffusion Models in Around 5 Steps
CVPR 2024
On the Trajectory Regularity of ODE-based Diffusion Sampling
ICML 2024
Simple and Fast Distillation of Diffusion Models
NeurIPS 2024
Characterizing Physical-Layer Transmission Errors in Cable Broadband Networks
NSDI 2022
CableMon: Improving the Reliability of Cable Broadband Networks via Proactive Network Maintenance
NSDI 2020