Here are the main RSS feeds for academic publications related to software engineering.
The inclusion in the feed depends on the publisher reputation (currently the major academic publishers) and on the ISI Web of Knowledge bibliometrics.
Raw data in JSON: https://github.com/monperrus/academia.json
RSS of Journals
ACM Computing Surveys rss
ACM Transactions on Programming Languages and Systems rss
IEEE Transactions on Software Engineering rss
ACM Transactions on Software Engineering and Methodology rss
Software: Practice and Experience (Wiley) rss
Automated Software Engineering Journal (Springer) rss
Journal of Systems and Software (Elsevier) rss
Software Testing, Verification and Reliability (Wiley) rss
Software Quality Journal (Springer) rss
Science of Computer Programming (Elsevier) rss
Empirical Software Engineering Journal (Springer) rss
Software and Systems Modeling (Springer) rss
Journal of Software Maintenance and Evolution: Research and Practice (Wiley) rss
RSS of conferences
ICST rss
SCAM rss
POPL rss
ICSE rss
ICSME rss
PLDI rss
ECOOP rss
MSR rss
ISSRE rss
FASE rss
MODELS rss
ASE rss
OOPSLA rss
ESEC/FSE rss
SANER rss
SLE rss
ISSTA rss
DSN rss