Qianli Shen
6 papers · 2020–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(21)
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Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(6)
Optimization & Theory
(4)
Learning Types · Machine Learning
(3)
Models
(3)
Learning Types · Deep Learning
(2)
Techniques
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Core AI
(1)
Generation
(1)
Keywords
bilevel optimization
(2)
stochastic optimization
(1)
deep reinforcement learning
(1)
sample efficiency
(1)
variational inference
(1)
bayesian inference
(1)
policy gradient
(1)
uncertainty quantification
(1)
text-to-image generation
(1)
neural network optimization
(1)
distributed computing
(1)
posterior distribution
(1)
stochastic approximation
(1)
approximation error
(1)
backdoor attack
(1)
adversarial attack
(1)
generative model
(1)
diffusion model
(1)
memory efficiency
(1)
partial differential equation
(1)
Papers
Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization
NeurIPS 2024
The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright BreachesWithout Adjusting Finetuning Pipeline
ICML 2024
VA3: Virtually Assured Amplification Attack on Probabilistic Copyright Protection for Text-to-Image Generative Models
CVPR 2024
GFlowOut: Dropout with Generative Flow Networks
ICML 2023
PICProp: Physics-Informed Confidence Propagation for Uncertainty Quantification
NeurIPS 2023
Deep Reinforcement Learning with Robust and Smooth Policy
ICML 2020