Program

Workshop time: 17th September

Agenda - Time zone is UCT+2


Time

Title

Presenters / Authors

9:00 AM – 9:15 AM

Opening (powerpoint)

 

9:15 – 10:30

Keynote talk 1: Deep learning enabled program understanding

Prof. Zhi Jin (Peking university, China)

zhi jin

10:30-11:00

Paper: A Stacked Bidirectional LSTM Model for Classifying Source Codes Built in MPLs.
(best paper award)

Md. Mostafizer Rahman, Yutaka Watanobe, Rage Uday Kiran and Raihan Kabir.

11:00-11:30

Paper: Metamorphic Malware Behavior Analysis using Sequential Pattern Mining

M. Saqib Nawaz, Philippe Fournier-Viger, M. Zohaib Nawaz, Chen Guoting and Youxi Wu

11:30-12:00

Paper: Applying Machine Learning to Risk Assessment in Software Projects

André Sousa, João Faria, João Moreira, Duarte Gomes, Pedro Henriques and Ricardo Graça.

12:00-13:20

Lunch break

 

13:20-14:30

Keynote talk 2: The Relationship Between Machine Learning and Software Engineering Life Cycle Stages

Prof. Atif Mashkoor (Johannes Kepler University, Austria)
atif

14:30-15:00

Paper: SampleFix: Learning to Generate Functionally Diverse Fixes

Hossein Hajipour, Apratim Bhattacharya, Cristian-Alexandru Staicu and Mario Fritz.

15:00-15:30

Paper: Linguistic Analysis of Stack Overflow Data: Native English vs Non-Native English Speakers

Janneke Morin and Kris Gosh

15:30-16:00

Paper: IReEn: Reverse-Engineering of Black-Box Functions via Iterative Neural Program Synthesis.

Hossein Hajipour, Mateusz Malinowski and Mario Fritz.

16:00-16:30

Paper: Machine Learning for Intelligent Industrial Design
(powerpoint)

Philippe Fournier-Viger, M. Saqib Nawaz, Wei Song and Wensheng Gan

16:30-16:45

Closing

 

 

 

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