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Deep learning operators are fundamental components of modern deep learning frameworks. With the growing demand for customized operators, it has become increasingly common for developers to create their own. However, designing and…

机器学习 · 计算机科学 2024-12-31 Qi Zhan , Xing Hu , Xin Xia , Shanping Li

We present an algorithm for a fault tolerant Depth First Search (DFS) Tree in an undirected graph. This algorithm is drastically simpler than the current state-of-the-art algorithms for this problem, uses optimal space and optimal…

数据结构与算法 · 计算机科学 2019-03-28 Surender Baswana , Shiv Kumar Gupta , Ayush Tulsyan

Unsigned Distance Functions (UDFs) can be used to represent non-watertight surfaces in a deep learning framework. However, UDFs tend to be brittle and difficult to learn, in part because the surface is located exactly where the UDF is…

计算机视觉与模式识别 · 计算机科学 2025-09-19 Hieu Le , Federico Stella , Benoit Guillard , Pascal Fua

Metrics like FactScore and VeriScore that evaluate long-form factuality operate by decomposing an input response into atomic claims and then individually verifying each claim. While effective and interpretable, these methods incur numerous…

计算与语言 · 计算机科学 2025-11-03 Rishanth Rajendhran , Amir Zadeh , Matthew Sarte , Chuan Li , Mohit Iyyer

Verification and validation of vehicles is a complex yet critical process, particularly for ensuring safety and coverage through simulations. However, achieving realistic and useful simulations comes with significant challenges. To explore…

软件工程 · 计算机科学 2025-08-21 Beatriz Cabrero-Daniel , Mazen Mohamad

The spectral deferred correction (SDC) method is class of iterative solvers for ordinary differential equations (ODEs). It can be interpreted as a preconditioned Picard iteration for the collocation problem. The convergence of this method…

数值分析 · 数学 2021-11-03 Gitte Kremling , Robert Speck

The technology of formal software verification has made spectacular advances, but how much does it actually benefit the development of practical software? Considerable disagreement remains about the practicality of building systems with…

软件工程 · 计算机科学 2026-01-21 Li Huang , Sophie Ebersold , Alexander Kogtenkov , Bertrand Meyer , Yinling Liu

Debugging formal verification (FV) failures represents one of the most time-consuming bottlenecks in modern hardware design workflows. When properties fail, engineers must manually trace through complex counter-examples spanning multiple…

硬件体系结构 · 计算机科学 2025-10-21 Yunsheng Bai , Ghaith Bany Hamad , Chia-Tung Ho , Syed Suhaib , Haoxing Ren

Higher-Order Fixpoint Logic (HFL) is a hybrid of the simply typed \lambda-calculus and the modal \lambda-calculus. This makes it a highly expressive temporal logic that is capable of expressing various interesting correctness properties of…

计算机科学中的逻辑 · 计算机科学 2015-07-01 Roland Axelsson , Martin Lange , Rafal Somla

Computer graphics, 3D computer vision and robotics communities have produced multiple approaches to representing 3D geometry for rendering and reconstruction. These provide trade-offs across fidelity, efficiency and compression…

计算机视觉与模式识别 · 计算机科学 2019-01-17 Jeong Joon Park , Peter Florence , Julian Straub , Richard Newcombe , Steven Lovegrove

Vector addition systems with states (VASS) are widely used for the formal verification of concurrent systems. Given their tremendous computational complexity, practical approaches have relied on techniques such as reachability relaxations,…

计算机科学中的逻辑 · 计算机科学 2023-06-22 Michael Blondin , Mikhail Raskin

Gradual verification, which supports explicitly partial specifications and verifies them with a combination of static and dynamic checks, makes verification more incremental and provides earlier feedback to developers. While an abstract,…

编程语言 · 计算机科学 2023-11-14 Conrad Zimmerman , Jenna DiVincenzo , Jonathan Aldrich

Enabling search over encrypted cloud data is essential for privacy-preserving data outsourcing. While searchable encryption has evolved to support individual requirements like fuzzy matching, dynamic updates, and result verification,…

密码学与安全 · 计算机科学 2025-12-24 Jie Zhang , Xiaohong Li , Man Zheng , Ruitao Feng , Shanshan Xu , Zhe Hou , Guangdong Bai

Deduction is a recently introduced graph searching process in which searchers clear the vertex set of a graph with one move each, with each searcher's movement determined by which of its neighbors are protected by other searchers. In this…

组合数学 · 数学 2024-10-31 Andrea Burgess , Danny Dyer , Kerry Ojakian , Lusheng Wang , Mingyu Xiao , Boting Yang

We introduce and study a new class of differential fields in positive characteristic. We call them separably differentially closed fields and demonstrate that they are the differential analogue of separably closed fields. We prove several…

逻辑 · 数学 2025-07-11 Kai Ino , Omar Leon Sanchez

Distributed systems adopt weak consistency to ensure high availability and low latency, but state convergence is hard to guarantee due to conflicts. Experts carefully design replicated data types (RDTs) that resemble sequential data types…

编程语言 · 计算机科学 2024-12-09 Kevin De Porre , Carla Ferreira , Elisa Gonzalez Boix

Finite-State Dynamics (FSD) is one of the simplest and constrained distributed systems. An FSD is defined by an $n$-node network, with each node maintaining an internal state selected from a finite set. At each time-step, these nodes…

分布式、并行与集群计算 · 计算机科学 2023-12-20 Diego Maldonado , Pedro Montealegre , Martín Ríos-Wilson

What kinds of functions are learnable from their satisfying assignments? Motivated by this simple question, we extend the framework of De, Diakonikolas, and Servedio [DDS15], which studied the learnability of probability distributions over…

数据结构与算法 · 计算机科学 2019-07-04 Clément L. Canonne , Anindya De , Rocco A. Servedio

The essential variables in a finite function $f$ are defined as variables which occur in $f$ and weigh with the values of that function. The number of essential variables is an important measure of complexity for discrete functions. When…

计算复杂性 · 计算机科学 2015-01-05 Sl. Shtrakov , I. Damyanov

We consider the decidability of the verification problem of programs \emph{modulo axioms} --- that is, verifying whether programs satisfy their assertions, when the functions and relations it uses are assumed to interpreted by arbitrary…

编程语言 · 计算机科学 2019-10-30 Umang Mathur , P. Madhusudan , Mahesh Viswanathan