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Preprint of our work for the interested readers: arxiv.org/pdf/2401.03069

The hidden cost of the AI revolution: carbon emissions financialpost.com/technology/hid…

CSER is coming to Halifax! CSER Meetings - Canadian Software Eng. Research 2025 spring edition will be hosted by Dalhousie University. /cc @[email protected] Masud Rahman 🇧🇩🇨🇦

Data leakage compromises the integrity of #LLM evaluations by including fine-tuning test samples that were already encountered during pre-training, resulting in inflated performance metrics. Our paper exploring data leakage in LLMs has been accepted in TSE. Congrats to the team.

Thrilled to announce that our paper, "The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages," has been accepted at #ICSE25! 🎉🎉Co-authored with Boqi Chen (Percy), Gunter Mussbacher, and Daniel Varro.

With nine publications (TSE-1, TOSEM-1, JSS-1, ICSME-1, SCAM-1, EASE-1, GREENS-1, and MSR-2), you guys did well in 2024! Be proud.

What a great time to introduce DPy to the world! Our paper discussing the tool has been accepted in MSR 2025 2025 (tools and data track). Congrats Aryan. Preprint: tusharma.in/preprints/MSR2… Try it: designite-tools.com/products-dpy

Our research introducing reproducibility smells in IaC code has been accepted in MSR 2025 2025 (technical track) offering a) a catalog of reproducibility smells b) a tool REDUSE to identify these smells in Ansible code, c) an empirical analysis preprint: tusharma.in/preprints/MSR2…

Improved IR-based Bug Localization with Intelligent Relevance Feedback. arxiv.org/abs/2501.10542

Improved Detection and Diagnosis of Faults in Deep Neural Networks Using Hierarchical and Explainable Classification. arxiv.org/abs/2501.12560

Congratulations to indranil palit for getting his paper accepted in EASE 2025 (Research track).

🇨🇦 Attention Canadian #SoftwareEngineering researchers! Calling new faculty & students: Consider submitting your talk proposals to CSER 2025 (Spring). A great opportunity to connect with fellow researchers and discuss your amazing research. 📅 Apr 25 🔗 cser.ca/2025s

Happy to share that our work - "Towards Enhancing the Reproducibility of Deep Learning Bugs: An Empirical Study" by Mehil Shah, Masud Rahman 🇧🇩🇨🇦 and Foutse - got accepted by FSE 2026 in the Journal First track. Keep up the good work, Mehil. RAISE Lab, Dalhousie University Dal Computer Science Polytechnique Mtl #debugging

We are presenting four papers in this week at ICSE (two in MSR, and one each in ICSE and FORGE). Two PhD students Mootez S. and Saurabh Singh Rajput will be around as student volunteers. Feel free to say "Hi!" to us 👋

Are you an aspiring graduate student in Canada? Have you ever been to Halifax or Atlantic Canada? Here is a pretty good opportunity. The early-bird registration ends on May 12, 2025. Join us! Submission link: cser.ca/2025s/index.ht… #SoftwareEngineering

Join CSER 2025 (spring), featuring two inspiring keynotes, one distinguished invited talk, one fishbowl discussion, and 18 student presentations. Registration closes on **May 25, 2025**. cser.ca/2025s/ Tushar Sharma Masud Rahman 🇧🇩🇨🇦 @[email protected] Foutse Olga Baysal (she/her) Dal Computer Science

To what extent does refactoring actually remove smells? Which refactoring remove which smells? How often do smells disappear w/o any known refactoring? Do all smells live equally long? Our paper exploring these questions has recently accepted at ESEM 2025. Preprint coming soon!

Today, Mootez Mootez S. will present our paper "An adaptive language-agnostic pruning method for greener language models for code" in the 'Fairness and Green' session at 16:00. If you are attending FSE 2025, consider attending it.

SMART lab's PI, Tushar Sharma, has been honored with the Dean's Research Excellence Award for his contributions to Software Engineering and Green AI! #AcademicExcellence

Smart but Costly? Benchmarking LLMs on Functional Accuracy and Energy Efficiency. arxiv.org/abs/2511.07698