Yuxuan Han
11 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (31) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π Keyword Champion (2)
ποΈ
Keyword Collector
(70)
π
Renaissance Researcher
(6)
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(8)
Mathematics & Optimization
(6)
Computer Vision
(5)
Optimization
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Analysis
(4)
Core AI
(4)
Learning Types Β· Machine Learning
(4)
Models
(4)
Application Areas
(3)
Core Methods
(3)
Optimization & Theory
(3)
Learning Types Β· Deep Learning
(2)
Computer Science
(1)
Keywords
differential privacy
(2)
regret bound
(2)
inverse rendering
(2)
contextual bandit
(2)
online decision making
(2)
3d morphable model
(2)
specular reflection
(2)
point cloud
(1)
sample complexity
(1)
stochastic gradient descent
(1)
resource allocation
(1)
variance reduction
(1)
stochastic convex optimization
(1)
photometric stereo
(1)
neural rendering
(1)
function approximation
(1)
adversarial attack
(1)
distributionally robust optimization
(1)
lighting estimation
(1)
projected gradient descent
(1)
Papers
VGGTFace: Topologically Consistent Facial Geometry Reconstruction in the Wild
AAAI 2026
WildCap: Facial Albedo Capture in the Wild via Hybrid Inverse Rendering
CVPR 2026
DiffHammer: Rethinking the Robustness of Diffusion-Based Adversarial Purification
NeurIPS 2024
High-Quality Facial Geometry and Appearance Capture at Home
CVPR 2024
On the Convergence of Projected Bures-Wasserstein Gradient Descent under Euclidean Strong Convexity
ICML 2024
RL in Markov Games with Independent Function Approximation: Improved Sample Complexity Bound under the Local Access Model
AISTATS 2024
Learning a 3D Morphable Face Reflectance Model From Low-Cost Data
CVPR 2023
Optimal Contextual Bandits with Knapsacks under Realizability via Regression Oracles
AISTATS 2023
Private Streaming SCO in β_p geometry with Applications in High Dimensional Online Decision Making
ICML 2022
Disentangled Face Attribute Editing via Instance-Aware Latent Space Search
IJCAI 2021
Generalized Linear Bandits with Local Differential Privacy
NeurIPS 2021