Xiaoyuan Liu | DeepAI

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Bo Li
461 publications
Dawn Song
130 publications
Peng Gao
111 publications
Kai Yu
97 publications
Zhi Chen
83 publications
Lu Chen
80 publications
Prateek Mittal
63 publications
Edward Choi
50 publications
Xinyu Yang
46 publications
Dan Hendrycks
39 publications
Ilya Safro
39 publications

∙ 07/14/2023

Decomposition Based Refinement for the Network Interdiction Problem

The shortest path network interdiction (SPNI) problem poses significant ...

0 Krish Matta, et al. ∙

∙ 04/15/2023

Learning To Optimize Quantum Neural Network Without Gradients

Quantum Machine Learning is an emerging sub-field in machine learning wh...

0 Ankit Kulshrestha, et al. ∙

∙ 12/20/2022

ThreatKG: A Threat Knowledge Graph for Automated Open-Source Cyber Threat Intelligence Gathering and Management

Despite the increased adoption of open-source cyber threat intelligence ...

0 Peng Gao, et al. ∙

∙ 11/07/2022

Lessons Learned: Surveying the Practicality of Differential Privacy in the Industry

Since its introduction in 2006, differential privacy has emerged as a pr...

0 Gonzalo Munilla Garrido, et al. ∙

∙ 10/18/2022

Towards Practical Explainability with Cluster Descriptors

With the rapid development of machine learning, improving its explainabi...

0 Xiaoyuan Liu, et al. ∙

∙ 07/21/2022

UniFed: A Benchmark for Federated Learning Frameworks

Federated Learning (FL) has become a practical and popular paradigm in m...

11 Xiaoyuan Liu, et al. ∙

∙ 04/30/2022

Quantum Approximate Optimization Algorithm with Sparsified Phase Operator

The Quantum Approximate Optimization Algorithm (QAOA) is a promising can...

0 Xiaoyuan Liu, et al. ∙

∙ 02/10/2021

Layer VQE: A Variational Approach for Combinatorial Optimization on Noisy Quantum Computers

Combinatorial optimization on near-term quantum devices is a promising p...

0 Xiaoyuan Liu, et al. ∙

∙ 01/19/2021

A System for Automated Open-Source Threat Intelligence Gathering and Management

To remain aware of the fast-evolving cyber threat landscape, open-source...

0 Peng Gao, et al. ∙

∙ 01/17/2021

A System for Efficiently Hunting for Cyber Threats in Computer Systems Using Threat Intelligence

Log-based cyber threat hunting has emerged as an important solution to c...

0 Peng Gao, et al. ∙

∙ 10/26/2020

Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence

Log-based cyber threat hunting has emerged as an important solution to c...

15 Peng Gao, et al. ∙

∙ 09/22/2020

Structured Hierarchical Dialogue Policy with Graph Neural Networks

Dialogue policy training for composite tasks, such as restaurant reserva...

0 Zhi Chen, et al. ∙

∙ 09/22/2020

Distributed Structured Actor-Critic Reinforcement Learning for Universal Dialogue Management

The task-oriented spoken dialogue system (SDS) aims to assist a human us...

0 Zhi Chen, et al. ∙

∙ 07/05/2020

BeeTrace: A Unified Platform for Secure Contact Tracing that Breaks Data Silos

Contact tracing is an important method to control the spread of an infec...

0 Xiaoyuan Liu, et al. ∙

∙ 04/13/2020

Pretrained Transformers Improve Out-of-Distribution Robustness

Although pretrained Transformers such as BERT achieve high accuracy on i...

0 Dan Hendrycks, et al. ∙

∙ 11/22/2019

On Modeling Local Search with Special-Purpose Combinatorial Optimization Hardware

Many combinatorial scientific computing problems are NP-hard which in pr...

0 Xiaoyuan Liu, et al. ∙

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