Ziheng Cheng
10 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (22) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze
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Triple Crown
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Keyword Collector
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Research topics
Machine Learning
(8)
Deep Learning
(6)
Optimization & Theory
(6)
Computer Vision
(3)
Models
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Core Methods
(2)
Learning Types
(2)
Optimization
(2)
Processing
(2)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Generation
(1)
Keywords
video compressive sensing
(2)
video reconstruction
(2)
image reconstruction
(2)
stochastic optimization
(1)
communication complexity
(1)
distributed learning
(1)
convex optimization
(1)
model adaptation
(1)
flow matching
(1)
markov chain monte carlo
(1)
reproducing kernel hilbert space
(1)
variance reduction
(1)
score matching
(1)
communication efficiency
(1)
constrained sampling
(1)
hierarchical structure
(1)
convolutional network
(1)
adaptive optimization
(1)
memory efficiency
(1)
variational inference
(1)
Papers
Convergence of Distributed Adaptive Optimization with Local Updates
ICLR 2025
Functional Gradient Flows for Constrained Sampling
NeurIPS 2024
Kernel Semi-Implicit Variational Inference
ICML 2024
Momentum Benefits Non-iid Federated Learning Simply and Provably
ICLR 2024
Reflected Flow Matching
ICML 2024
The Limits and Potentials of Local SGD for Distributed Heterogeneous Learning with Intermittent Communication
COLT 2024
Particle-based Variational Inference with Generalized Wasserstein Gradient Flow
NeurIPS 2023
Memory-Efficient Network for Large-Scale Video Compressive Sensing
CVPR 2021
MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing
CVPR 2021
BIRNAT: Bidirectional Recurrent Neural Networks with Adversarial Training for Video Snapshot Compressive Imaging
ECCV 2020