Puyu Wang
7 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Cross-Pollinator (11) π Academic Marathon (5) π§ Keyword Pioneer
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(19)
β
The Questioner
Conferences
AAAI (3)
NIPS (2)
AISTATS (1)
IJCAI (1)
Top co-authors
Keywords
generalization bound
(4)
differential privacy
(2)
stochastic gradient descent
(2)
algorithmic stability
(2)
metric learning
(1)
offline reinforcement learning
(1)
self-supervised learning
(1)
image anomaly detection
(1)
stability analysis
(1)
gradient descent
(1)
preference integration
(1)
coordinate descent
(1)
markov chain
(1)
early stopping
(1)
stochastic gradient method
(1)
bipartite ranking
(1)
generative model
(1)
stochastic optimization
(1)
convolutional neural network
(1)
randomized smoothing
(1)
Papers
Towards Understanding Generalization in DP-GD: A Case Study in Training Two-Layer CNNs
AAAI 2026
TORA: Train Once, Realign Anytime for Offline Multi-Objective Reinforcement Learning
AAAI 2026
Reimagining Anomalies: What If Anomalies Were Normal?
AAAI 2026
Non-vacuous Generalization Bounds for Adversarial Risk in Stochastic Neural Networks
AISTATS 2024
Stability and Generalization for Markov Chain Stochastic Gradient Methods
NIPS 2022
Stability and Generalization for Randomized Coordinate Descent
IJCAI 2021
Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning
NIPS 2021