27 papers found
A Vision for Computational Decarbonization of Societal Infrastructure
IEEE Internet Computing20253 citations
Neural Network Verification with Branch-and-Bound for General Nonlinearities
Lecture notes in computer science20254 citations
OS-Harm: A Benchmark for Measuring Safety of Computer Use Agents
arXiv (Cornell University)20251 citations
Neural Network Verification with Branch-and-Bound for General Nonlinearities
arXiv (Cornell University)20242 citations
Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation
arXiv (Cornell University)20241 citations
TOFU: A Task of Fictitious Unlearning for LLMs
arXiv (Cornell University)20243 citations
Improving Alignment and Robustness with Circuit Breakers
arXiv (Cornell University)20246 citations
Massive Activations in Large Language Models
arXiv (Cornell University)20247 citations
Adaptive Data Optimization: Dynamic Sample Selection with Scaling Laws
arXiv (Cornell University)20241 citations
One-Step Diffusion Distillation through Score Implicit Matching
arXiv (Cornell University)20241 citations
Bayesian Neural Networks with Domain Knowledge Priors
arXiv (Cornell University)20242 citations
Deep Equilibrium Based Neural Operators for Steady-State PDEs
arXiv (Cornell University)20233 citations
Low-Variance Gradient Estimation in Unrolled Computation Graphs with ES-Single
arXiv (Cornell University)20231 citations
Losses over Labels: Weakly Supervised Learning via Direct Loss Construction
Proceedings of the AAAI Conference on Artificial Intelligence20236 citations
Function Approximation for Solving Stackelberg Equilibrium in Large Perfect Information Games
Proceedings of the AAAI Conference on Artificial Intelligence20231 citations
Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression
arXiv (Cornell University)20231 citations
TorchDEQ: A Library for Deep Equilibrium Models
arXiv (Cornell University)20233 citations
Localized Text-to-Image Generation for Free via Cross Attention Control
arXiv (Cornell University)20232 citations
Code of "Sirens' Whisper: Inaudible Near-Ultrasonic Jailbreaks of Speech-Driven LLMs"
arXiv (Cornell University)2023174 citations