NUS Computing
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Most of 2020 has pretty much been a nightmare, but…what horrors especially plagued our profs this year…? 🤔

(Some hints: 💻 👀 🔇🐒)

➡️ https://www.facebook.com/nusschoolofcomputing/posts/10159119815828885
Our annual School of Computing Term Project Showcase (STePS) is back! We're moving STePS online this year, with more than 45 student teams from six NUS Computing courses on display.

These projects encompass all aspects of computer science and information systems, such as software product engineering, machine learning, game development, natural language and affective computing.

🗓️ Wed, 11 Nov
3 - 8pm
➡️ Visit https://isteps.comp.nus.edu.sg/event/17th-steps to register. Registration is free!
🎉 Congrats to NUS Computing Professor Chua Tat Seng for winning the Best Paper award at the prestigious ACM Multimedia Conference 2020!

The team presented a first of its kind symbolic music model that integrates pitch, rhythm and dynamics information at a note level, instead of representing music notes using pitch information. Symbolic music refers to music stored in a format that has explicit information such as note onsets and pitch. 🎶

The model forms the basis for a wide range of music tasks, such as music retrieval, genre classification, phrase completion, accomplishment assignment, and music generation.

➡️ nus.edu/3k28Vy8
NUS Computing professors Dong Jin Song, Wing-Kin Sung & Lee Gim Hee are among the grant recipients of the MOE Academic Research Fund Tier 2 scheme. The funding received will advance their research on software debugging, genetic variation discovery & deep learning for 3D computer vision respectively.

➡️ nus.edu/362UpRy
Don't miss NUS Computing's second Technology Webinar Series on AI and jobs, taking place tomorrow:

🗓️ Wed, 11 Nov
2.30 pm – 3.30 pm
📌 Topic: AI and the Future of Jobs
If AI will replace human jobs, how should we prepare our citizens and companies for the future?
➡️ Sign up here: bit.ly/ai-and-jobs
Join us at the 17th Sch of Computing Term Project Showcase (STePS), a festive online student showcase tomorrow!

🗓️ Wed, 11 Nov
3 - 8pm
➡️ Visit https://isteps.comp.nus.edu.sg/event/17th-steps to register.

Registration is free and open to all!
NUS Computing Assistant Professor Reza Shokri and his team developed the "Machine Learning Privacy Meter”, a tool that helps AI systems guard against data leakage.

Asst Prof Reza and his research collaborators, Mr Mihir Khandekar, Ms Chang Hongyan, Ms Aadyaa Maddi, and Mr Rishav Chourasia, took three years to develop the tool.

➡️ https://www.straitstimes.com/tech/nus-team-develops-tool-that-can-assess-vulnerability-of-ai-systems-to-attacks
Can articifial intelligence help advance research in quantum physics? Associate Professor Stéphane Bressan explains how transfer learning can aid in solving a quantum many-body problem: finding the critical point where a system switches between two completely different states (e.g. when a liquid transitions to a gas).

➡️ nus.edu/3pnIJSn
At the 17th School of Computing Term Project Showcase (STePS), more than 45 student teams from six modules presented their student projects to faculty members, industry guests, sponsors and investors. From machine learning to game development, information systems and software engineering, we were wowed by all the creativity and innovation on display!

Congratulations to our award winners, who won cash prizes of up to SGD$150!

👉 Check out our top student projects on Instagram! https://www.instagram.com/p/CHhqTvEnGnX/

➡️ To view more information about the winning teams, visit bit.ly/17stepsawards
Join NUS Computing Assistant Professor Reza Shokri at the third N-CRiPT Public Seminar to learn about AI, machine learning techniques and how they can be improved to preserve privacy.

🗓️ Thurs, 26 Nov
3pm on Zoom
➡️ Register now at bit.ly/ncript-3
Congrats to NUS Computing Associate Professor Kan Min-Yen and Computer Engineering alum Nguyen Van Hoang for winning the Best Paper award at the 29th ACM International Conference on Information and Knowledge Management!

Check out their work on a fake news detector, which also bagged Hoang the NUS Outstanding Undergraduate Researcher Prize for AY2019/2020!

➡️ nus.edu/3lGXflH
GOOD NEWS: Our Computer Science profs Chan Mun Choon and Han Jun, and their PhD students Nishant Budhdev and Nitya Lakshmanan have earned a spot in GSMA's Mobile Security Hall of Fame! 🎉

They, along with our former Assistant Prof Kang Min Suk, were recognised for discovering a new security vulnerability involving mobile phones. 📲

➡️ nus.edu/3325r8T
Our Master of Science in Business Analytics and Computer Science students won the Chengdu 80 Financial Technology competition this year, with Pisces, their innovative financial investment advisory platform. 🎉 Their platform helps investors make informed investment decisions, using explainable AI techniques and blockchain technologies.

Read more about the platform they developed below.

➡️ nus.edu/3lO78hJ
Congratulations to Associate Professor Hahn Jungpil and Master's in Information Systems graduate Vasilii Zorin for winning the Best Paper award in the Information Systems Development & Project Management track, at the International Conference on Information Systems (ICIS) 2020!

For their paper, A/P Hahn and Vasilii explored which organisational team structure would be most effective in developing and delivering valuable software products to the market. Check it out below!

➡️ nus.edu/35Zsfbo
More GOOD NEWS! 🎉 NUS Computing Associate Professor Hahn Jungpil and PhD graduate Peng Jiaxu won the Best Paper award in the Advances in Research Methods track at the International Conference on Information Systems (ICIS) 2020!

In their research, they identified two fundamental trade-offs in machine learning-based predictive analytics for dynamic data environments. Check it out below.

➡️ nus.edu/33kHNEZ
What does it take to start your own company? Are you aware of the $10,000 grant that NUS Computing offers to support students & alumni who are trying to bring their ideas to fruition? Prof Francis Yeoh discusses the school's efforts to nurture entrepreneurial spirit:

➡️ nus.edu/2Jkl2JT
Happy Computer Security Day! 💻 🔒DYK that the first cyberattack, the Morris worm, was accidentally launched 32 years ago in November 1988 by Robert Tappan Morris? This was before the World Wide Web was invented.

🌐 Morris, then a Cornell University graduate student, wanted to find out the size of the Internet, so he created a programme that would help him gauge how big it was, and launched it from the Massachusetts Institute of Technology. Thus, the world’s first computer worm was born. It was also the world’s first distributed denial of service (DDOS) attack.

📨 The Morris worm spread rapidly to computers operating on the Unix system. (Such worms don’t need a software as its host, so it was able to replicate itself easily.) About 10% of the computers connected to the nascent electronic network that existed then were hit. This included computers used by prestigious universities like Harvard and Stanford. The worm slowed down computers, made them unusable, delayed emails and business functions.
Congratulations to NUS Computing Professor Dong Jin-Song (second from right in photo) for winning the University Research Recognition Award! The award recognises researchers whose works have impacted and advanced the frontiers of knowledge, and positioned NUS at the forefront of their areas of expertise. Read more about his win below.

➡️ nus.edu/3lRqBxb