World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
40
Citations
6236
World Ranking
9348
National Ranking
288

Overview

Jingling Xue is affiliated with the University of New South Wales in Australia. The primary field of study is Computer Science, with a focus across several subfields including Artificial Intelligence, Signal Processing, Software, Computer Vision and Pattern Recognition, and Computer Networks and Communications.

Their research explores diverse topics, encompassing Advanced Malware Detection Techniques, Security and Verification in Computing, Software Testing and Debugging Techniques, Advanced Neural Network Applications, Parallel Computing and Optimization Techniques, Software Engineering Research, and Graph Theory and Algorithms.

They have contributed multiple papers to notable publication venues, with frequent appearances in the following journals and conference proceedings:

  • ACM Transactions on Architecture and Code Optimization
  • Proceedings of the ACM on Programming Languages
  • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
  • ACM Transactions on Software Engineering and Methodology
  • arXiv (Cornell University)

Examples of recent published works include:

  • "Optimizing deep neural networks on intelligent edge accelerators via flexible-rate filter pruning", 2022, Journal of Systems Architecture
  • "Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices", 2020, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
  • "The driving factors and buffering mechanism regulating cropland soil acidification across the Sichuan Basin of China", 2022, CATENA
  • "ReaDy: A ReRAM-Based Processing-in-Memory Accelerator for Dynamic Graph Convolutional Networks", 2022, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
  • "Eagle", 2021, ACM Transactions on Software Engineering and Methodology

Frequent co-authors in their research include Dongjie He, Hai Jin, Jingbo Lu, Xiaobing Feng, and Xiaofei Liao. The number of collaborations with these colleagues ranges from six to eleven coauthored works, indicating ongoing partnerships within their research community.

Best Publications

  • SVF: interprocedural static value-flow analysis in LLVM

    Yulei Sui;Jingling Xue

  • Loop tiling for parallelism

    Jingling Xue

  • Data cache locking for higher program predictability

    Xavier Vera;Björn Lisper;Jingling Xue

  • Static memory leak detection using full-sparse value-flow analysis

    Yulei Sui;Ding Ye;Jingling Xue

  • Memory coloring: a compiler approach for scratchpad memory management

    Lian Li;Lin Gao;Jingling Xue

  • Level by level: making flow- and context-sensitive pointer analysis scalable for millions of lines of code

    Hongtao Yu;Jingling Xue;Wei Huo;Xiaobing Feng

  • Detecting Memory Leaks Statically with Full-Sparse Value-Flow Analysis

    Yulei Sui;Ding Ye;Jingling Xue

  • On Tiling as a Loop Transformation

    Jingling Xue

  • Communication-Minimal Tiling of Uniform Dependence Loops

    Jingling Xue

  • Data caches in multitasking hard real-time systems

    X. Vera;B. Lisper;Jingling Xue

  • Let's study whole-program cache behaviour analytically

    X. Vera;Jingling Xue

  • On-demand dynamic summary-based points-to analysis

    Lei Shang;Xinwei Xie;Jingling Xue

  • The Reliability Wall for Exascale Supercomputing

    Xuejun Yang;Zhiyuan Wang;Jingling Xue;Yun Zhou

  • Acculock: Accurate and efficient detection of data races

    Xinwei Xie;Jingling Xue

  • Comparison of quantum dots immunofluorescence histochemistry and conventional immunohistochemistry for the detection of caveolin-1 and PCNA in the lung cancer tissue microarray

    Honglei Chen;Jingling Xue;Yuxia Zhang;Xiaobo Zhu

  • On-demand strong update analysis via value-flow refinement

    Yulei Sui;Jingling Xue

  • Efficient and precise points-to analysis: modeling the heap by merging equivalent automata

    Tian Tan;Yue Li;Jingling Xue

  • An incremental points-to analysis with CFL-Reachability

    Yi Lu;Lei Shang;Xinwei Xie;Jingling Xue

  • Spatio-temporal context reduction: a pointer-analysis-based static approach for detecting use-after-free vulnerabilities

    Hua Yan;Yulei Sui;Shiping Chen;Jingling Xue

  • Data cache locking for tight timing calculations

    Xavier Vera;Björn Lisper;Jingling Xue

  • Understanding and detecting evolution-induced compatibility issues in Android apps

    Dongjie He;Lian Li;Lei Wang;Hengjie Zheng

Frequent Co-Authors

Hai Jin
Hai Jin Huazhong University of Science and Technology
Minyi Guo
Minyi Guo Shanghai Jiao Tong University
Zili Shao
Zili Shao Chinese University of Hong Kong
Chip-Hong Chang
Chip-Hong Chang Nanyang Technological University
Thambipillai Srikanthan
Thambipillai Srikanthan Nanyang Technological University
Christian Lengauer
Christian Lengauer University of Passau
Hongyu Zhang
Hongyu Zhang Chongqing University
Yang Xiang
Yang Xiang Swinburne University of Technology
Pen-Chung Yew
Pen-Chung Yew University of Minnesota
Cheng-Zhong Xu
Cheng-Zhong Xu University of Macau

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