Publications

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Below is a list of my selected publications by research topic. Using the filter above to see my publications by year/type. My publications can also be found at [Google Scholar] | [DBLP]

Code Optimisation and Program Tuning

[CC '20] Vectorization-Aware Loop Unrolling with Seed Forwarding

, 2020.

Preprint

[ACM TECS] Optimizing Deep Learning Inference on Embedded Systems Through Adaptive Model Selection

ACM Transactions on Embedded Computing Systems (TECS) , 2019.

Preprint Code

[IJPP] Characterizing Scalability of Sparse Matrix-Vector Multiplications on Phytium FT-2000+

International Journal of Parallel Programming (IJPP) , 2019.

PDF

[IJPP] Optimizing Sparse Matrix-Vector Multiplications on An ARMv8-based Many-Core Architecture

International Journal of Parallel Programming (IJPP) , 2018.

PDF

[ACM TACO] ALEA: A Fine-grained Energy Profiling Tool

, 2017.

PDF

Systems Security

[ACM TOPS] Using Generative Adversarial Networks to Break and Protect Text Captchas

ACM Transactions on Privacy and Security , 2020.

Preprint Code Dataset

[ACM TOPS] A Video-based Attack for Android Pattern Lock

, 2018.

Preprint Dataset

[Computer & Security] Find Me A Safe Zone: A Countermeasure for Channel State Information Based Attacks

Computers and Security , 2018.

Preprint

[Computer & Security] Enhance virtual-machine-based code obfuscation security through dynamic bytecode scheduling

, 2018.

PDF

[TrustCom '17] SEEAD: A Semantic-based Approach for Automatic Binary Code De-obfuscation

, 2017.

PDF

Applied Machine Learning

[AAAI '19] Lattice CNNs for Matching Based Chinese Question Answering

, 2019.

Preprint

[ACM IMWUT] SleepGuard: Capturing Rich Sleep Information using Smartwatch Sensing Data

The Engineer, News-Medical, ECN, BBC Radio, and many others…) , 2018.

Preprint

Others

Patents