Wanli Shi
9 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (20) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (6)
π£
Hot Topic Early Bird
π
Cross-Pollinator
(9)
π
Keyword Champion
(2)
Conferences
AAAI (2)
AISTATS (2)
ICML (2)
IJCAI (2)
CVPR (1)
Top co-authors
Keywords
stochastic gradient
(3)
kernel methods
(2)
convergence rate
(2)
auc optimization
(2)
random feature
(2)
zeroth-order optimization
(2)
semi-supervised learning
(2)
black-box optimization
(1)
nonconvex optimization
(1)
representation learning
(1)
weakly supervised learning
(1)
adversarial training
(1)
constrained optimization
(1)
kernel learning
(1)
hyperparameter optimization
(1)
stochastic gradient method
(1)
subspace learning
(1)
pairwise similarity
(1)
scalable training
(1)
transfer learning
(1)
Papers
Query Efficient Black-Box Visual Prompting with Subspace Learning
CVPR 2025
Double Momentum Method for Lower-Level Constrained Bilevel Optimization
ICML 2024
Fast and Adversarial Robust Kernelized SDU Learning
AISTATS 2024
Learning Sampling Policy to Achieve Fewer Queries for Zeroth-Order Optimization
AISTATS 2024
Gradient-Free Method for Heavily Constrained Nonconvex Optimization
ICML 2022
Improved Penalty Method via Doubly Stochastic Gradients for Bilevel Hyperparameter Optimization
AAAI 2021
Quadruply Stochastic Gradient Method for Large Scale Nonlinear Semi-Supervised Ordinal Regression AUC Optimization
AAAI 2020
Scalable Semi-Supervised SVM via Triply Stochastic Gradients
IJCAI 2019
Quadruply Stochastic Gradients for Large Scale Nonlinear Semi-Supervised AUC Optimization
IJCAI 2019