Jiadong Liang
8 papers · 2019–2026 · 7 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory
(4)
Mathematics & Optimization
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Analysis
(1)
Core Methods
(1)
Domain-Specific
(1)
Generation
(1)
Learning Paradigms · Machine Learning
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Types
(1)
Mathematics
(1)
Keywords
functional central limit theorem
(2)
federated learning
(2)
lexical semantics
(1)
portrait animation
(1)
asymptotic analysis
(1)
human-computer interaction
(1)
convergence
(1)
stochastic approximation
(1)
communication efficiency
(1)
polyak-ruppert averaging
(1)
non-asymptotic analysis
(1)
low-dimensional structure
(1)
online inference
(1)
generative model
(1)
diffusion model
(1)
stochastic differential equation
(1)
generative adversarial network
(1)
local stochastic gradient descent
(1)
total variation distance
(1)
3d morphable model
(1)
Papers
PerformRecast: Expression and Head Pose Disentanglement for Portrait Video Editing
CVPR 2026
Low-dimensional adaptation of diffusion models: Convergence in total variation (extended abstract)
COLT 2025
Semantic, Orthographic, and Phonological Biases in Humans’ Wordle Gameplay
IJCNLP 2025
A Statistical Analysis of Polyak-Ruppert Averaged Q-Learning
AISTATS 2023
Asymptotic Behaviors of Projected Stochastic Approximation: A Jump Diffusion Perspective
NeurIPS 2022
Statistical Estimation and Online Inference via Local SGD
COLT 2022
CPGAN: Content-Parsing Generative Adversarial Networks for Text-to-Image Synthesis
ECCV 2020
Lipschitz Generative Adversarial Nets
ICML 2019