SMART Lab@Dal
@SMART_Dal
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Software Maintenance and Analytics Research Team (SMART) Lab at Dalhousie University, Canada.
Halifax, Canada
Joined July 2021
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
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Our study, fresh out of the oven, explores how various energy optimization techniques that we refer to as 'knobs' influence each other and help us attain an optimized AI pipeline with energy efficiency as the first-class consideration. #greenai
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RT @dr_tusharma: Today, Mootez @s_mootez will present our paper "An adaptive language-agnostic pruning method for greener language models….
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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!
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RT @SauftwareBug: Got to present our work on "Fine-grained energy profiles of DL frameworks" at ICSE'25, met fellow researchers, attended s….
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RT @dr_tusharma: Dalhousie@ICSE 2025:.Together, @DalhousieU software engineering researchers presented three ICSE (two research and one jou….
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We are presenting four papers in this week at ICSE (two in MSR, and one each in ICSE and FORGE). Two PhD students @s_mootez and @SauftwareBug will be around as student volunteers. Feel free to say "Hi!" to us 👋
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RT @dr_tusharma: 🇨🇦 Attention Canadian #SoftwareEngineering researchers!.Calling new faculty & students: Consider submitting your talk prop….
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Congratulations to @IndranilPalit1 for getting his paper accepted in @ConfEASE (Research track).
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Congrats @s_mootez, @antolin_hl, Percy, and Daniel. Cheers.
Excellent news from @FSEconf. Our paper "An adaptive language-agnostic pruning method for greener language models for code" is accepted. It offers a pruning method maintaining ~original accuracy with substantially less computation for LMs. preprint:
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RT @dr_tusharma: Our research introducing reproducibility smells in IaC code has been accepted in @msrconf 2025 (technical track) offering….
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RT @dr_tusharma: What a great time to introduce DPy to the world! Our paper discussing the tool has been accepted in @msrconf 2025 (tools a….
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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.
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Congratulations to @IndranilPalit1 for defending his master's thesis with flying colors. Thesis title: "Semantic and Execution-Aware Extract Method Refactoring via Self-Supervised Learning and Reinforcement Learning-Based Model Alignment".
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Our latest accepted paper proposes a delta graph representation of code diff context, helping us generate commit messages automatically. The paper is accepted in @JSSoftware. Congratulations Abhinav and @SauftwareBug. preprint: latest version coming soon.
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RT @dr_tusharma: Data leakage compromises the integrity of #LLM evaluations by including fine-tuning test samples that were already encount….
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RT @dr_tusharma: CSER is coming to Halifax! @CSERMeeting 2025 spring edition will be hosted by @DalhousieU. /cc @ProfPaulRalph @masud2336 h….
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RT @dr_tusharma: . and that's a wrap of an energetic week at @dagstuhl!.This 'Reframing Technical Debt' perspective workshop brought toget….
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RT @dr_tusharma: Thanks to Kelsey from @financialpost for covering my opinions on this emerging concern. #greenai #ai #carbonfootprint http….
financialpost.com
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