Zhong Zheng
10 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Renaissance Researcher (5)
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(5)
Computer Science
(4)
Applications
(4)
Reinforcement Learning
(3)
Methods
(3)
Optimization & Theory
(3)
Computer Vision
(2)
Deep Learning
(2)
Mathematics & Optimization
(2)
Architectures
(2)
Optimization
(2)
Artificial Intelligence
(1)
Analysis
(1)
Application Areas
(1)
Core AI
(1)
Keywords
communication cost
(3)
regret bound
(3)
sub-optimality gap
(2)
markov decision process
(2)
federated q-learning
(2)
reference-advantage decomposition
(2)
neural radiance field
(1)
neural rendering
(1)
q-learning
(1)
implicit neural representation
(1)
regret
(1)
differentiable rendering
(1)
fourier analysis
(1)
real-time rendering
(1)
feature encoding
(1)
mesh generation
(1)
variance reduction
(1)
model-free algorithm
(1)
federated reinforcement learning
(1)
computer graphics
(1)
Papers
Federated Q-Learning with Reference-Advantage Decomposition: Almost Optimal Regret and Logarithmic Communication Cost
ICLR 2025
Gap-Dependent Bounds for Federated Q-Learning
ICML 2025
Gap-Dependent Bounds for Q-Learning using Reference-Advantage Decomposition
ICLR 2025
MSWAL: 3D Multi-class Segmentation of Whole Abdominal Lesions Dataset
MICCAI 2025
Multi-Level Gated U-Net for Denoising TMR Sensor-Based MCG Signals
MICCAI 2025
Neural Block Compression: Variable Bitrates Feature Blocks for Texture Representation
AAAI 2025
Differentiable Micro-Mesh Construction
CVPR 2024
Federated Q-Learning: Linear Regret Speedup with Low Communication Cost
ICLR 2024
Real-Time Neural BRDF with Spherically Distributed Primitives
CVPR 2024
Multiplicative Fourier Level of Detail
CVPR 2023