Jiayi Huang | DeepAI

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Featured Co-authors

Osvaldo Simeone
158 publications
Liwei Wang
155 publications
Lin F. Yang
65 publications
Sangwoo Park
37 publications
Jiang Hu
33 publications
Eun Jung Kim
29 publications
Zhongfeng Wang
22 publications
Fei Wen
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Mostofa Patwary
19 publications
Ju Liu
15 publications
Han Zhong
13 publications

∙ 09/08/2023

A Two-Stage Training Framework for Joint Speech Compression and Enhancement

This paper considers the joint compression and enhancement problem for s...

0 Jiayi Huang, et al. ∙

∙ 07/13/2023

PREFENDER: A Prefetching Defender against Cache Side Channel Attacks as A Pretender

Cache side channel attacks are increasingly alarming in modern processor...

0 Luyi Li, et al. ∙

∙ 06/12/2023

Tackling Heavy-Tailed Rewards in Reinforcement Learning with Function Approximation: Minimax Optimal and Instance-Dependent Regret Bounds

While numerous works have focused on devising efficient algorithms for r...

0 Jiayi Huang, et al. ∙

∙ 05/12/2023

Calibration-Aware Bayesian Learning

Deep learning models, including modern systems like large language model...

0 Jiayi Huang, et al. ∙

∙ 06/12/2022

Vascular fluid-structure interaction: unified continuum formulation, image-based mesh generation pipeline, and scalable fully implicit solver technology

We propose a computational framework for vascular fluid-structure intera...

0 Ju Liu, et al. ∙

∙ 12/19/2021

Attacks of the Knights: Exploiting Non Uniform Cache Access Time

Intel Knights Landing Processors have shared last level cache (LLC) acro...

0 Farabi Mahmud, et al. ∙

∙ 10/26/2021

Breaking the Moments Condition Barrier: No-Regret Algorithm for Bandits with Super Heavy-Tailed Payoffs

Despite a large amount of effort in dealing with heavy-tailed error in m...

0 Han Zhong, et al. ∙

∙ 04/28/2021

Continual Learning Approach for Improving the Data and Computation Mapping in Near-Memory Processing System

The resurgence of near-memory processing (NMP) with the advent of big da...

0 Pritam Majumder, et al. ∙

∙ 02/19/2021

Toward Taming the Overhead Monster for Data-Flow Integrity

Data-Flow Integrity (DFI) is a well-known approach to effectively detect...

0 Lang Feng, et al. ∙

∙ 10/10/2019

Remote Control: A Simple Deadlock Avoidance Scheme for Modular System on Chip

The increase in design cost and complexity have motivated designers to a...

0 Pritam Majumder, et al. ∙

∙ 02/26/2019

Coloring Big Graphs with AlphaGoZero

We show that recent innovations in deep reinforcement learning can effec...

0 Jiayi Huang, et al. ∙

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