Kai Yan

Natural Adversarial Patch Generation Method Based on Latent Diffusion Model

2023 · arXiv (Cornell University)

Recently, some research show that deep neural networks are vulnerable to the adversarial attacks, the well-trainned samples or patches could be used to trick the neural network detector or human visual perception. However, these adversarial …

CodeARC: Benchmarking Reasoning Capabilities of LLM Agents for Inductive Program Synthesis

2025 · arXiv (Cornell University)

Inductive program synthesis, or programming by example, requires synthesizing functions from input-output examples that generalize to unseen inputs. While large language model agents have shown promise in programming tasks guided by natural language, their ability …