@sumonbis

Assistant Professor at Case Western Reserve University

 Cleveland, OH
sumonbis.github.io
Joined September 2012
  • Tweets147
  • Following409
  • Followers228
23Media
𝗨𝗣𝗗𝗔𝗧𝗘: 1-week deadline extension (LLMTrust 2026 @ FSE 2026) 📣 We’ve extended the submission deadline by one week. 🗓️ New deadline (AoE): Feb 19, 2026 Workshop site / CFP: llmtrust2026.github.io/
Sumon Biswas@sumonbisFeb 6
📣 Call for Papers: #LLMTrust2026 @FSEconf Engineering trustworthy LLM systems + responsible LLM use in SE (evidence, tests, metrics, audits, artifacts). 🗓️ Deadline (AoE): Feb 12, 2026 llmtrust2026.github.io/
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📣 Call for Papers: #LLMTrust2026 @FSEconf Engineering trustworthy LLM systems + responsible LLM use in SE (evidence, tests, metrics, audits, artifacts). 🗓️ Deadline (AoE): Feb 12, 2026 llmtrust2026.github.io/
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Great to be in Ottawa for ICSE 2025. Yining She will present our paper on the long-term fairness framework.
Yining She@YiningShe27 Apr 2025
🚀 Excited to present our work at #ICSE2025 next week in Ottawa! FairSense: Long-term Fairness Analysis of ML-enabled Systems 🗓️Wed, April 30th, 17:00-17:15 📍SE for AI with Security Session @ Room 210 📄Preprint: arxiv.org/abs/2501.01665 Let’s connect and chat!
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Thanks @eskang09 and Mary Shaw for saying it so clearly: software engineering is not going away because of AI/LLMs. Managers may dream about eliminating a part of their expenses, but that dream was there since no-code, visual programming, and before. arxiv.org/abs/2409.00764
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I am on the academic job market this year ‼️ I am a #software engineering researcher focusing on the SE4AI area, especially designing fairness and safety of #ML models and systems. Feel free to reach out. sumonbis.github.io
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Happy to contribute to the review board of TOSEM
tosem@acm_tosem3 Jul 2023
With a growth of 22% from last year and an impact factor of 4.4 in 2022, TOSEM is a proud flagship journal of the SE community! Thanks to our authors, editors & reviewers for their excellent work and support!
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Attend if you get a chance. I'll be presenting two of our @ICSEconf papers today on engineering fairness of AI-based software. (1:45 pm at Room 104)
Sumon Biswas@sumonbis17 May 2023
Great first day at @ICSEconf, Melbourne
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Great first day at @ICSEconf, Melbourne
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On board for @ICSEconf’23 from ICSE’22 venue ✈️ Pittsburgh to Melbourne
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Glad to share that our paper on performance aware fairness has been accepted in @FSEconf 2023. Preprint coming soon ... @ Giang Nguyen @hridesh "Fix Fairness, Don't Ruin Accuracy: Performance Aware Fairness Repair using AutoML"
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Sumon Biswas retweeted
ICSE@ICSEconf30 Dec 2022
Undergrad and grad students: today is the last chance to submit your research project description to the #ICSE2023 ACM Student Research Competition! Find more details at conf.researchr.org/track/ics…
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Sumon Biswas retweeted
Usman Gohar@UsmanGohar29 Dec 2022
Do you use ML ensemble models? Did you know ensemble model design can propagate unfairness? Well, now you know! Preprint of our work @ICSEconf'23 is available now: arxiv.org/abs/2212.04593. #fairness #Bias #transparencyinML #ML
Usman Gohar@UsmanGohar9 Dec 2022
I'm delighted to share that my 1st first author paper on Fairness in Ensemble Learning has been accepted at @ICSEconf’23 🥳 It has been some journey. Thanks to my advisor @hridesh for his support and a shoutout to @sumonbis for his invaluable contribution to the work. Preprint 🔜
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The preprint of our @ICSEconf 2023 paper is available now: arxiv.org/abs/2212.06140 #Verification #NeuralNetworks

Fairify: Fairness Verification of Neural Networks

Fairness of machine learning (ML) software has become a major concern in the recent past. Although recent research on testing and improving fairness have demonstrated impact on real-world...

arxiv.org
Sumon Biswas@sumonbis9 Dec 2022
Glad to share that the last chapter of my Ph.D. thesis got accepted at @ICSEconf 2023. If you're interested to guarantee non-discrimination in neural network predictions, take a look. Preprint will follow. @hridesh "Fairify: Fairness Verification of Neural Networks"
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Sumon Biswas retweeted
Usman Gohar@UsmanGohar9 Dec 2022
I'm delighted to share that my 1st first author paper on Fairness in Ensemble Learning has been accepted at @ICSEconf’23 🥳 It has been some journey. Thanks to my advisor @hridesh for his support and a shoutout to @sumonbis for his invaluable contribution to the work. Preprint 🔜
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Glad to share that the last chapter of my Ph.D. thesis got accepted at @ICSEconf 2023. If you're interested to guarantee non-discrimination in neural network predictions, take a look. Preprint will follow. @hridesh "Fairify: Fairness Verification of Neural Networks"
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Are you an undergraduate interested in doing research at @SCSatCMU this summer? Then sign up to join our information sessions at cmu.edu/scs/s3d/reuse/info-s… (Please RT!)
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Sumon Biswas retweeted
ICSE@ICSEconf11 Nov 2022
Networking is a big part of the #ICSE2023 SRC track. Don't miss the opportunity to talk to experts about your research, including @sumonbis, PC member of this track. #KnowYourPC
Sumon Biswas says "SRC is a great place for undergrad and graduate students to kickstart the big ideas. Submit and build on valuable feedbacks from the experts; talk and explore collaboration opportunities at ICSE."

ALT Sumon Biswas says "SRC is a great place for undergrad and graduate students to kickstart the big ideas. Submit and build on valuable feedbacks from the experts; talk and explore collaboration opportunities at ICSE."

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Alright, enough teasing! Today we are very excited to announce that the Institute for Software Research will now be known as the Software and Societal Systems Department (S3D). Check out this short video to learn a little bit more about why: bit.ly/3f5ltrw
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This time next week we are going to be dropping some of the biggest news to come out of our department in a long, long time. It’s going to be massive and we are beyond excited to share it with the world! Stay tuned here + @scsatcmu, Sept 22!
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We're still No. 1 overall for undergraduate computer science in the @usnews 2023 Best Colleges rankings. We also ranked first in the undergraduate specialty areas of artificial intelligence, cybersecurity, programming languages and software engineering. cs.cmu.edu/news/2022/usnews-…
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