Qianli Shen
6 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (12) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(20)
Conferences
ICML (3)
NIPS (2)
CVPR (1)
Top co-authors
Keywords
bi-level 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)
bilevel optimization
(1)
adversarial attack
(1)
generative model
(1)
memory efficiency
(1)
partial differential equation
(1)
physics-informed learning
(1)
Papers
Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization
NIPS 2024
VA3: Virtually Assured Amplification Attack on Probabilistic Copyright Protection for Text-to-Image Generative Models
CVPR 2024
The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright BreachesWithout Adjusting Finetuning Pipeline
ICML 2024
PICProp: Physics-Informed Confidence Propagation for Uncertainty Quantification
NIPS 2023
GFlowOut: Dropout with Generative Flow Networks
ICML 2023
Deep Reinforcement Learning with Robust and Smooth Policy
ICML 2020