Jiansheng Yang
7 papers · 2021–2023 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICLR (3)
NIPS (3)
ICML (1)
Top co-authors
Keywords
convex optimization
(1)
graph classification
(1)
self-supervised learning
(1)
adversarial training
(1)
minimax optimization
(1)
graph diffusion
(1)
learning rate
(1)
node classification
(1)
multi-view representation learning
(1)
semantic shift
(1)
robust overfitting
(1)
graph convolutional network
(1)
feature propagation
(1)
image augmentation
(1)
long-range dependencies
(1)
graph neural network
(1)
graph implicit nonlinear diffusion
(1)
infinite hop
(1)
linear gcn
(1)
decoupled graph convolution
(1)
Papers
Balance, Imbalance, and Rebalance: Understanding Robust Overfitting from a Minimax Game Perspective
NIPS 2023
A Message Passing Perspective on Learning Dynamics of Contrastive Learning
ICLR 2023
Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap
ICLR 2022
A Unified Contrastive Energy-based Model for Understanding the Generative Ability of Adversarial Training
ICLR 2022
Optimization-Induced Graph Implicit Nonlinear Diffusion
ICML 2022
Dissecting the Diffusion Process in Linear Graph Convolutional Networks
NIPS 2021
Residual Relaxation for Multi-view Representation Learning
NIPS 2021