Cheuk Ting Li
8 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (8) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(21)
Conferences
AISTATS (3)
NIPS (2)
CVPR (1)
ICLR (1)
ICML (1)
Top co-authors
Research topics
Keywords
generative model
(2)
differential privacy
(2)
generative adversarial network
(2)
wasserstein distance
(2)
distributed learning
(1)
compression scheme
(1)
gradient descent
(1)
optimization landscape
(1)
mixture distribution
(1)
mixture model
(1)
spectral method
(1)
communication compression
(1)
generative model evaluation
(1)
gaussian mechanism
(1)
compression algorithm
(1)
local randomizer
(1)
distributed mean estimation
(1)
divergence measure
(1)
stochastic method
(1)
multi-modal distribution
(1)
Papers
Be More Diverse than the Most Diverse: Optimal Mixtures of Generative Models via Mixture-UCB Bandit Algorithms
ICLR 2025
Unveiling Differences in Generative Models: A Scalable Differential Clustering Approach
CVPR 2025
Compression with Exact Error Distribution for Federated Learning
AISTATS 2024
On Convergence in Wasserstein Distance and f-divergence Minimization Problems
AISTATS 2024
An Interpretable Evaluation of Entropy-based Novelty of Generative Models
ICML 2024
Universal Exact Compression of Differentially Private Mechanisms
NIPS 2024
Mode-Seeking Divergences: Theory and Applications to GANs
AISTATS 2023
An Information-Theoretic Evaluation of Generative Models in Learning Multi-modal Distributions
NIPS 2023