School of Computing and Information Systems

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MITB Virtual Information Session (Singapore)

Public Events RSVP: . Reserve a seat: https://scispg.smu.edu.sg/acton/media/44865/mitbis0426. Type: Information Sessions. Subject: Analytics for Business, Consumer & Social Insights. Information Technology & Systems. Innovation & Entrepreneurship. Finance & Financial Markets. International. Leadership. Learning & Professional Development. Operations Management. Organisational Behaviour. Strategic Management. Audience: Public. Saturday, April 11, 2026, 10:00 AM – 12:00 PM. Online This information session will be conducted virtually via Zoom. Please register for the session by clicking on the “Register Now” button that leads you to our event registration form.

MITB Coffee Session in Seoul (South Korea)

Public Events RSVP: . Reserve a seat: https://scispg.smu.edu.sg/acton/media/44865/mitbkrcs0426. Type: Information Sessions. Subject: Analytics for Business, Consumer & Social Insights. Information Technology & Systems. Innovation & Entrepreneurship. International. Law. Learning & Professional Development. Operations Management. Organisational Behaviour. Strategic Management. Audience: Public. Monday, April 13, 2026, 7:00 PM – 8:30 PM. Peninsula Lounge & Bar, Lotte Hotel Seoul 30 Eulji-ro, Jung-gu, Seoul 04533, Republic of Korea.

Architecture-Agnostic Test-Time Adaptation via Backprop-Free Embedding Alignment

Test-Time Adaptation (TTA) adapts a deployed model during online inference to mitigate the impact of domain shift. While achieving strong accuracy, most existing methods rely on backpropagation, which is memory and computation intensive, making them unsuitable for resource-constrained devices. Recent attempts to reduce this overhead often suffer from high latency or are tied to specific architectures such as ViT-only or CNN-only. In this work, we revisit domain shift from an embedding perspective. Our analysis reveals that domain shift induces three distinct structural changes in the embedding space: translation (mean shift), scaling (variance shift), and rotation (covariance shift). Based on this insight, we propose Progressive Embedding Alignment (PEA), a backpropagation-free and architecture-agnostic TTA approach. By applying a novel covariance alignment procedure at each intermediate layer, PEA efficiently corrects the embedding distortions with only two forward passes. Extensive experiments demonstrate t… Subtitle: Pre-Conference Talk by MA Xiao. Contact: scisseminar@smu.edu.sg. Speaker Details: , MA Xiao PhD Candidate School of Computing and Information Systems Singapore Management University, MA Xiao is a fourth-year Ph.D. candidate in Computer Science at the School of Computing and Information Systems under the supervision of Professor Baihua Zheng. His research focuses on developing efficient machine learning algorithms for resource-constrained devices. RSVP: . Reserve a seat: https://forms.cloud.microsoft/Pages/ResponsePage.aspx?id=ynmKyZpakUeiQ_Bq_WdGTejbEKPlArBJhZomj91naG9UQUdGVzNMNkZITElCUkJNUDdXVUhZVDFDUC4u. Type: Seminars & Workshops. Subject: Information Technology & Systems. Audience: Public. Tuesday, April 14, 2026, 1:00 PM – 1:20 PM. Meeting room 4.4, Level 4. School of Computing and Information Systems 1, Singapore Management University, 80 Stamford Road, Singapore 178902. For more info visit computing.smu.edu.sg.

MITB Coffee Session in Tokyo (Japan)

Public Events RSVP: . Reserve a seat: https://calendly.com/smupgppz/smu-consultation-tokyo-17apr?month=2026-04. Type: Information Sessions. Subject: Analytics for Business, Consumer & Social Insights. Information Technology & Systems. Innovation & Entrepreneurship. International. Learning & Professional Development. Law. Operations Management. Organisational Behaviour. Strategic Management. Audience: Public. Friday, April 17, 2026, 12:00 PM – 8:00 PM. The Knot Tokyo Shinjuku 4 Chome-31-1 Nishishinjuku, Shinjuku City, Tokyo 160-0023, Japan.

SMU Masters Coffee Sessions (Hanoi, Vietnam)

Public Events Hourly Sessions: 10am - 12pm (Vietnam Time) (Half-hourly sessions). RSVP: . Reserve a seat: https://postgraduate.smu.edu.sg/acton/fs/blocks/showLandingPage/a/11522/p/p-03be/t/page/fm/1. Event Details: Join us for an insightful session to ​​discover ​​how ​​our SMU Master programmes ​​can support your personal and professional aspirations. ​​ Our Admissions Advisor will speak with you directly to provide detailed guidance on the application process and to discuss the financial aid and scholarship opportunities that may be available to you. For a pre-application assessment, please bring along a copy of your resume for a personalised review. Kindly note that sessions may be conducted in a group settin… Contact: lkcsbpg.admissions@smu.edu.sg. Type: Information Sessions. Subject: Business. Finance & Financial Markets. Audience: Prospective Student. Public. Saturday, April 18, 2026, 10:00 AM – 12:00 PM. We will contact you via email to confirm your attendance. The venue details will be shared upon confirmation.

SMU Masters Coffee Sessions (Ho Chi Minh City, Vietnam)

Public Events Hourly Sessions: 6pm – 8pm (ICT) (Half-hourly sessions). RSVP: . Reserve a seat: https://postgraduate.smu.edu.sg/acton/fs/blocks/showLandingPage/a/11522/p/p-03bf/t/page/fm/1. Event Details: Join us for an insightful session to ​​discover ​​how ​​our SMU Master programmes ​​can support your personal and professional aspirations. ​​ Our Admissions Advisor will speak with you directly to provide detailed guidance on the application process and to discuss the financial aid and scholarship opportunities that may be available to you. For a pre-application assessment, please bring along a copy of your resume for a personalised review. Kindly note that sessions may be conducted in a group settin… Contact: lkcsbpg.admissions@smu.edu.sg. Type: Information Sessions. Subject: Business. Finance & Financial Markets. Audience: Prospective Student. Public. Sunday, April 19, 2026, 6:00 PM – 8:00 PM. We will contact you via email to confirm your attendance. The venue details will be shared upon confirmation.

AI at the Crossroads: Trustworthy Foundations or Transformative Futures

Join us for an inspiring session on the future of artificial intelligence. Discover how trust, ethics, and innovation are shaping the next generation of intelligent systems — and what it means for research, industry, and society. This symposium brings together two leading voices in artificial intelligence to explore the evolving landscape of trustworthy and transformative AI. As language models and intelligent systems become increasingly integrated into our daily lives, the need for ethical, transparent, and impactful AI has never been greater. Through two compelling talks—one focused on the ethical foundations of AI and the other on its transformative potential in research and society—we aim to gain a deeper understanding of how responsible AI can shape a smarter, fairer future. This event is designed for academics, professionals, and the public alike, offering insights into both the promises and responsibilities of next-generation AI. RSVP: . Reserve a seat: https://forms.office.com/r/MPmuzF830s. Type: Conferences & Symposiums. Subject: Information Technology & Systems. Audience: Public. Academic Community. Current Student. Wednesday, April 22, 2026, 9:30 AM – 12:15 PM. SMU Ngee Ann Kongsi Auditorium. For more info visit computing.smu.edu.sg.

Advancing Android Security through Hardware-Enforced Isolation and Live Thread Analysis

Android malware use UI manipulation, multi-stage payload delivery and malicious native libraries to avoid detection and trick users to perform unintended actions. To protect users, we leverage on hardware virtualization features, such as the protected kernel-based virtual machine (pKVM), to isolate sensitive UI components against a kernel adversary. Second, we use a live thread analysis approach at the binary level, combining symbolic execution with runtime introspection to uncover hidden behaviors during execution. Subtitle: PhD Dissertation Proposal by NG Ying Tat. Contact: scisseminars@smu.edu.sg. Speaker Details: NG Ying Tat PhD Candidate School of Computing and Information Systems Singapore Management University, NG Ying Tat is a part-time Ph.D. candidate in Computer Science at the School of Computing and Information Systems, Singapore Management University (SMU), under the supervision of Prof Ding Xuhua. His research interest is in Android and ARM System Security Assisted by Hardware Features. RSVP: . Reserve a seat: https://forms.cloud.microsoft/Pages/ResponsePage.aspx?id=ynmKyZpakUeiQ_Bq_WdGTejbEKPlArBJhZomj91naG9UN0lRRVFIUFFUQlZUTkJLWks2WU1PWjJMQy4u. Type: Seminars & Workshops. Subject: Information Technology & Systems. Audience: Public. Current Student. Academic Community. Wednesday, April 22, 2026, 3:30 PM – 4:30 PM. Meeting room 5.1, Level 5. SMU SCIS 1, Singapore 178902. For more info visit computing.smu.edu.sg.

MITB Coffee Session (Singapore)

Public Events RSVP: . Reserve a seat: https://scispg.smu.edu.sg/acton/media/44865/mitbcsscis0426. Type: Information Sessions. Subject: Analytics for Business, Consumer & Social Insights. Information Technology & Systems. Innovation & Entrepreneurship. International. Learning & Professional Development. Operations Management. Organisational Behaviour. Strategic Management. Law. Audience: Public. Wednesday, April 22, 2026, 7:00 PM – 8:00 PM. In-Campus SMU School of Computing and Information Systems Limited seats available!

SMU Day, Bangalore (Thurs, 23 Apr 2026)

Public Events Join us for a full-day event designed to help you explore SMU’s Master’s programmes and fast-track your application. The day includes: •    The GMAT Explained: Insights from GMACTM - the makers of the Exam. •    Resume & Essay Workshop to strengthen your application. •    Small Group Admission Consultations: Receive tailored advice. •    On-the-Spot Interviews: Shortlisted candidates to interview in person. •    AI Workshop: AI as co-thinker - not just a Co-pilot. •    Ask-Me-Anything: Session with SMU Alumni. All attendees will receive an application fee waiver.   You will be able to expedite your application and be guided through the process by the Admissions Team. Eligible candidates* would be shortlisted for an interview with the admission committee.  You are welcome to bring a friend with you.  *Shortlisted candidates will be contacted to confirm their registration status. RSVP: . Type: Information Sessions. Subject: University Events. Audience: Prospective Student. Public. Professionals. Thursday, April 23, 2026, 11:30 AM – 7:15 PM. Ritz-Carlton, 99, Residency Rd, Shanthala Nagar, Ashok Nagar, Bengaluru, Karnataka 560025 Bangalore.

SMU Doctor of Engineering (EngD) Virtual Information Session

Infosessions RSVP: . Reserve a seat: https://scispg.smu.edu.sg/acton/media/44865/engdis0426. Type: Information Sessions. Webinar & Online Learning. Subject: Business. Leadership. Operations Management. Organisational Behaviour. Strategic Management. Audience: Professionals. Prospective Student. Thursday, April 23, 2026, 7:00 PM – 8:00 PM. Virtual via Zoom Details will be provided via email upon registration. For more info visit scispg.smu.edu.sg.

SMU Masters Coffee Sessions (Jakarta, Indonesia)

Public Events Hourly Sessions: 10.00am - 8.00pm (Indonesia Time) half-hourly sessions from 10pm – 2pm & 4pm – 8pm. RSVP: . Reserve a seat: https://postgraduate.smu.edu.sg/acton/fs/blocks/showLandingPage/a/11522/p/p-03c1/t/page/fm/1. Event Details: Join us for an insightful session to ​​discover ​​how ​​our SMU Master programmes ​​can support your personal and professional aspirations. ​​ Our Admissions Advisor will speak with you directly to provide detailed guidance on the application process and to discuss the financial aid and scholarship opportunities that may be available to you. For a pre-application assessment, please bring along a copy of your resume for a personalised review. Kindly note that sessions may be conducted in a group settin… Contact: lkcsbpg.admissions@smu.edu.sg. Type: Information Sessions. Subject: Business. Finance & Financial Markets. Audience: Prospective Student. Public. Friday, April 24, 2026, 10:00 AM – 8:00 PM. We will contact you via email to confirm your attendance. The venue details will be shared upon confirmation.

SMU Day, Mumbai (Sat, 25 Apr)

Public Events Join us for a full-day event designed to help you explore SMU’s Master’s programmes and fast-track your application. The day includes: •    The GMAT Explained: Insights from GMACTM - the makers of the Exam. •    Resume & Essay Workshop to strengthen your application. •    Small Group Admission Consultations: Receive tailored advice. •    On-the-Spot Interviews: Shortlisted candidates to interview in person. •    AI Workshop: AI as co-thinker - not just a Co-pilot. •    Ask-Me-Anything: Session with SMU Alumni. All attendees will receive an application fee waiver.  Read More About the SMU Masters Programmes : here You will be able to expedite your application and be guided through the process by the Admissions Team. Eligible candidates* would be shortlisted for an interview with the admission committee.    *Shortlisted candidates will be contacted to confirm their registration status. RSVP: . Type: Information Sessions. Subject: University Events. Audience: Prospective Student. Public. Professionals. Saturday, April 25, 2026, 11:30 AM – 5:00 PM. Novotel International Airport Hotel, Metro Station, next to Airport, Bori Colony, Marol, Andheri East, Mumbai, Maharashtra 400059.

SMU Day, Delhi (Sun, 26 Apr)

Public Events Join us for a full-day event designed to help you explore SMU’s Master’s programmes and fast-track your application. The day includes: •    The GMAT Explained: Insights from GMACTM - the makers of the Exam. •    Resume & Essay Workshop to strengthen your application. •    Small Group Admission Consultations: Receive tailored advice. •    On-the-Spot Interviews: Shortlisted candidates to interview in person. •    AI Workshop: AI as co-thinker - not just a Co-pilot. •    Ask-Me-Anything: Session with SMU Alumni. All attendees will receive an application fee waiver.  One Lucky attendee gets a GMAT Official Guide from GMAC.  Read More About the SMU Masters Programmes.  You will be able to expedite your application and be guided through the process by the Admissions Team. Eligible candidates* would be shortlisted for an interview with the admission committee.  You are welcome to bring a friend with you. *Shortlisted candidates will be contacted to confirm their registration status. RSVP: . Type: Information Sessions. Subject: University Events. Audience: Prospective Student. Public. Professionals. Sunday, April 26, 2026, 11:30 AM – 5:15 PM. The Lalit Delhi, Fire Brigade Lane, Barakhamba, New Delhi, Delhi 110001.

SMU Masters Coffee Sessions (Manila, Philippines)

Public Events Hourly Sessions: 7.00pm - 8.30pm (Philippine Time) (Half-hourly sessions). RSVP: . Reserve a seat: https://postgraduate.smu.edu.sg/acton/fs/blocks/showLandingPage/a/11522/p/p-03c2/t/page/fm/1. Event Details: Join us for an insightful session to ​​discover ​​how ​​our SMU Master programmes ​​can support your personal and professional aspirations. ​​ Our Admissions Advisor will speak with you directly to provide detailed guidance on the application process and to discuss the financial aid and scholarship opportunities that may be available to you. For a pre-application assessment, please bring along a copy of your resume for a personalised review. Kindly note that sessions may be conducted in a group settin… Contact: lkcsbpg.admissions@smu.edu.sg. Type: Information Sessions. Subject: Business. Finance & Financial Markets. Audience: Prospective Student. Public. Tuesday, April 28, 2026, 7:30 PM – 8:30 PM. We will contact you via email to confirm your attendance. The venue details will be shared upon confirmation.