Quan Xiao
10 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (7) πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge
π
Conference Polyglot
(6)
π
Academic Marathon
(5)
π
Century Club
(10)
π
Conference Pioneer
Conferences
ICML (3)
AISTATS (2)
NIPS (2)
ICLR (1)
UAI (1)
WACV (1)
Top co-authors
Keywords
bilevel optimization
(5)
alternating optimization
(2)
stochastic optimization
(1)
stochastic gradient descent
(1)
few-shot learning
(1)
sparse coding
(1)
hyperparameter optimization
(1)
sample complexity
(1)
sharpness-aware minimization
(1)
image denoising
(1)
primal-dual algorithm
(1)
support vector machine
(1)
convergence rate
(1)
primal-dual method
(1)
stationary point
(1)
gradient-based algorithm
(1)
coupled constraint
(1)
svm training
(1)
transportation network
(1)
first-order algorithm
(1)
Papers
The Consistency Hypothesis in Uncertainty Quantification for Large Language Models
UAI 2025
Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance
ICML 2025
A First-order Generative Bilevel Optimization Framework for Diffusion Models
ICML 2025
Unlocking Global Optimality in Bilevel Optimization: A Pilot Study
ICLR 2025
A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints
NIPS 2024
Alternating Projected SGD for Equality-constrained Bilevel Optimization
AISTATS 2023
An Alternating Optimization Method for Bilevel Problems under the Polyak-Εojasiewicz Condition
NIPS 2023
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning
ICML 2022
A Single-Timescale Method for Stochastic Bilevel Optimization
AISTATS 2022
Image denoising via K-SVD with primal-dual active set algorithm
WACV 2020