Qifan Song
14 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (12)
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(24)
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Century Club
(14)
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Prolific Year
(6)
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Keyword Collector
(56)
Conferences
AISTATS (7)
NIPS (5)
AAAI (1)
UAI (1)
Top co-authors
Keywords
adversarial training
(6)
adversarial robustness
(4)
neural network
(3)
federated learning
(2)
unlabeled datum
(2)
multi-armed bandit
(2)
transfer learning
(1)
neural network optimization
(1)
semidefinite programming
(1)
robust classification
(1)
variational inference
(1)
sparse principal component analysis
(1)
spike-and-slab prior
(1)
algorithmic stability
(1)
matrix completion
(1)
self-supervised learning
(1)
support recovery
(1)
nearest neighbor classification
(1)
minimax analysis
(1)
generalization error
(1)
Papers
Personalized Federated X-armed Bandit
AISTATS 2024
Effect of Ambient-Intrinsic Dimension Gap on Adversarial Vulnerability
AISTATS 2024
Fair Supervised Learning with A Simple Random Sampler of Sensitive Attributes
AISTATS 2024
Federated X-armed Bandit
AAAI 2024
Support Recovery in Sparse PCA with General Missing Data
UAI 2024
Better Representations via Adversarial Training in Pre-Training: A Theoretical Perspective
AISTATS 2024
Why Do Artificially Generated Data Help Adversarial Robustness
NIPS 2022
Phase Transition from Clean Training to Adversarial Training
NIPS 2022
Support Recovery in Sparse PCA with Incomplete Data
NIPS 2022
Unlabeled Data Help: Minimax Analysis and Adversarial Robustness
AISTATS 2022
On the Generalization Properties of Adversarial Training
AISTATS 2021
On the Algorithmic Stability of Adversarial Training
NIPS 2021
Predictive Power of Nearest Neighbors Algorithm under Random Perturbation
AISTATS 2021
Efficient Variational Inference for Sparse Deep Learning with Theoretical Guarantee
NIPS 2020