Ziheng Cheng
10 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (5) π Conference Polyglot (6) π Academic Marathon (5) πΊοΈ Taxonomy Completionist (15)
π
Academic Marathon
(5)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Triple Crown
β‘
Prolific Year
(5)
π
Century Club
(10)
Conferences
CVPR (2)
ICLR (2)
ICML (2)
NIPS (2)
COLT (1)
ECCV (1)
Top co-authors
Keywords
video compressive sensing
(2)
video reconstruction
(2)
image reconstruction
(2)
distributed learning
(1)
model adaptation
(1)
markov chain monte carlo
(1)
communication efficiency
(1)
constrained sampling
(1)
convolutional network
(1)
memory efficiency
(1)
data heterogeneity
(1)
gradient flow
(1)
boundary condition
(1)
adaptive network
(1)
snapshot compressive imaging
(1)
particle method
(1)
wasserstein gradient flow
(1)
particle-based variational inference
(1)
local sgd
(1)
3d convolutional neural network
(1)
Papers
Convergence of Distributed Adaptive Optimization with Local Updates
ICLR 2025
Momentum Benefits Non-iid Federated Learning Simply and Provably
ICLR 2024
Functional Gradient Flows for Constrained Sampling
NIPS 2024
The Limits and Potentials of Local SGD for Distributed Heterogeneous Learning with Intermittent Communication
COLT 2024
Reflected Flow Matching
ICML 2024
Kernel Semi-Implicit Variational Inference
ICML 2024
Particle-based Variational Inference with Generalized Wasserstein Gradient Flow
NIPS 2023
MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing
CVPR 2021
Memory-Efficient Network for Large-Scale Video Compressive Sensing
CVPR 2021
BIRNAT: Bidirectional Recurrent Neural Networks with Adversarial Training for Video Snapshot Compressive Imaging
ECCV 2020