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GRAPHIX: A Pre-trained Graph Edit Model for Automated Program Repair
We evaluate GRAPHIX on the Patches in The Wild Java benchmark, using both abstract and concrete code.
Buffer Zone based Defense against Adversarial Examples in Image Classification
Based on our study of these defenses, we develop three contributions.
Surrogate-Based Constrained Langevin Sampling With Applications to Optimal Material Configuration Design
We consider the problem of generating configurations that satisfy physical constraints for optimal material nano-pattern design, where multiple (and often conflicting) properties need to be simultaneously satisfied.
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