Jiajia Li | DeepAI

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Featured Co-authors

Wei Liu
370 publications
Chao Zhang
239 publications
Bin Li
210 publications
Ang Li
174 publications
Lingfei Wu
97 publications
Dong Chen
86 publications
Ping Zhang
72 publications
Xu Liu
70 publications
Tian Lan
59 publications
Andreas Bulling
40 publications
Paolo Bientinesi
36 publications

∙ 08/13/2023

Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges

The past decade has witnessed the rapid development of ML and DL methodo...

0 Jiajia Li, et al. ∙

∙ 06/21/2023

Deep Dynamic Epidemiological Modelling for COVID-19 Forecasting in Multi-level Districts

Objective: COVID-19 has spread worldwide and made a huge influence acros...

0 Ruhan Liu, et al. ∙

∙ 05/24/2023

Label-Efficient Learning in Agriculture: A Comprehensive Review

The past decade has witnessed many great successes of machine learning (...

0 Jiajia Li, et al. ∙

∙ 04/09/2023

ODDFUZZ: Discovering Java Deserialization Vulnerabilities via Structure-Aware Directed Greybox Fuzzing

Java deserialization vulnerability is a severe threat in practice. Resea...

0 Sicong Cao, et al. ∙

∙ 03/14/2023

Improving Java Deserialization Gadget Chain Mining via Overriding-Guided Object Generation

Java (de)serialization is prone to causing security-critical vulnerabili...

0 Sicong Cao, et al. ∙

∙ 11/13/2022

HigeNet: A Highly Efficient Modeling for Long Sequence Time Series Prediction in AIOps

Modern IT system operation demands the integration of system software an...

0 Jiajia Li, et al. ∙

∙ 11/07/2022

AlphaSparse: Generating High Performance SpMV Codes Directly from Sparse Matrices

Sparse Matrix-Vector multiplication (SpMV) is an essential computational...

0 Zhen Du, et al. ∙

∙ 09/15/2022

MSREP: A Fast yet Light Sparse Matrix Framework for Multi-GPU Systems

Sparse linear algebra kernels play a critical role in numerous applicati...

0 Jieyang Chen, et al. ∙

∙ 10/12/2021

Foster Strengths and Circumvent Weaknesses: a Speech Enhancement Framework with Two-branch Collaborative Learning

Recent single-channel speech enhancement methods usually convert wavefor...

0 Wenxin Tai, et al. ∙

∙ 03/25/2021

The landscape of software for tensor computations

Tensors (also commonly seen as multi-linear operators or as multi-dimens...

0 Christos Psarras, et al. ∙

∙ 02/09/2021

A High-Performance Sparse Tensor Algebra Compiler in Multi-Level IR

Tensor algebra is widely used in many applications, such as scientific c...

0 Ruiqin Tian, et al. ∙

∙ 12/13/2020

Fast and Scalable Sparse Triangular Solver for Multi-GPU Based HPC Architectures

Designing efficient and scalable sparse linear algebra kernels on modern...

0 Chenhao Xie, et al. ∙

∙ 01/02/2020

A Parallel Sparse Tensor Benchmark Suite on CPUs and GPUs

Tensor computations present significant performance challenges that impa...

1 Jiajia Li, et al. ∙

∙ 04/06/2019

Load-Balanced Sparse MTTKRP on GPUs

Sparse matricized tensor times Khatri-Rao product (MTTKRP) is one of the...

0 Israt Nisa, et al. ∙

∙ 03/11/2019

Evaluating Modern GPU Interconnect: PCIe, NVLink, NV-SLI, NVSwitch and GPUDirect

High performance multi-GPU computing becomes an inevitable trend due to ...

0 Ang Li, et al. ∙

∙ 02/08/2019

PASTA: A Parallel Sparse Tensor Algorithm Benchmark Suite

Tensor methods have gained increasingly attention from various applicati...

0 Jiajia Li, et al. ∙

∙ 01/19/2019

Moment-to-Moment Detection of Internal Thought from Eye Vergence Behaviour

Internal thought refers to the process of directing attention away from ...

0 Michae Xuelin Huang, et al. ∙

∙ 12/03/2018

Programming Strategies for Irregular Algorithms on the Emu Chick

The Emu Chick prototype implements migratory memory-side processing in a...

0 Eric Hein, et al. ∙

∙ 09/07/2018

A Microbenchmark Characterization of the Emu Chick

The Emu Chick is a prototype system designed around the concept of migra...

0 Jeffrey Young, et al. ∙

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