Semeru Guidelines

Semeru Data and Machine Guidelines

• Checkout our wiki for machine deployment and setup.
• Software Engineering Empirical Standards [web]

Deep Learning Resources

• The Neophyte's Guide to Deep Learning 4 Software Engineering [blog]
• DL Influential Work [list]

Semeru Projects

Project	Managers	Contributors	Topic	Description
TraceXplainer	David	Yanfu, Daniel	DL4SE, Interpretability	Software Retrieval Interpretability
DeepCodeXplainer	Alvaro, David	Daniel	DL4SE, Interpretability	Deep Code Generator Explainer: Unconditioned open-ended generation of code
iCodeGen	David	Nathan	DL4SE, Interpretability	Conditioned interpretability of neural language models
CodeShot	Daniel, David	Dipin	DL4SE, Security	Few-Shot Learners for Code Summarization
CodeSyntaxConcepts	David, Alejandro	?	DL4SE, Evaluation	Capabilities for Syntax Concepts
CodeChecklist	Alejandro, David	?	DL4SE, Evaluation	Capabilities for evaluating neural language models
Athena	Yanfu	Nathan	DL4SE, CodeSearch	A graph architecture for code search
Tango	Yanfu	Nathan	?	?
CodeProbing I	Alvaro, David	Daneil	DL4SE	Probing Behavioral Testing for Code Generators REF
CodeProbing II	Daniel, David	?	DL4SE	Probing Compositionality and Uniquiness of Unconditioned Code Generation
MASC-Ext	Amit	Nathan	Security, Crypto-Detector	Extending MASC - Mutation Analysis for evaluating Static Crypto-API misuse detectors
x	Amit	-	Security, SE	Security Tools in Practice

Conferences

Conference	Track	Important Date
ICSE	Research	Tue 1 Aug 2023
ICSE	New Ideas	Thu 14 Sep 2023
ICLR	Research	July 31 2023
ICSME	New Ideas	Mon 3 Jul 2023