Events
Francesco Gelli (PayPal) – Applied Information Retrieval
In this talk we are providing some examples of industry application of Information Retrieval, including open domain IR, conversational and sentence classification.
Zhang Hao (4Paradigm Technology) – Parallel Computing in Machine Learning Database: A Case Study of OpenMLDB
In this talk, we will look at how Parallel Computing is applied in our machine learning database – OpenMLDB.
Eugene Lim (GOVTECH) – Hacking the Synology NAS: Reversing and Fuzzing Hardened
Eugene Lim will do a deep dive into the techniques used to reverse engineer, fuzz, and exploit the firmware, as well as lessons on building rugged software.
Tay Jun Jie (HDB) – Looking Beyond the Nuts and Bolts of AI
This seminar reflects on HDB’s journey on applying AI and what it takes to upkeep AI in the real world. Issues such as ethics, limitations of AI, attacks on AI will also be discussed.
Subhajit Roy (Indian Institute of Technology Kanpur) – Deferred concretization in symbolic execution via fuzzing
Concretization is an effective weapon in the armory of symbolic execution engines. However, concretization can lead to loss in coverage, path divergence, and generation of test-cases on which the intended bugs are not reproduced. In this paper, we propose an algorithm, Deferred Concretization, that uses a new category for values within symbolic execution (referred to as the symcrete values) to pend concretization till they are actually needed.
Daniel Dahlmeier (SAP) – Developing NLP in Industry and Chieu Hai Leong (DSO) – Fake News Detection
In the first half of the talk, students will get an understanding of what it is like to work in industry as an NLP expert. The second half will be a sharing on how fake news can be a threat to national security.
Christos Yiacoumis, Andreas Costi, Konrads Klints and Julie Cabuhat (KPMG) – A day in the life of a security consultant, hacking systems and humans and Data Science and Incident Response (DSIR)
This talk by KPMG will go through a day in the life of a security consultant.
Design Innovation for Computing Workshop
ISTD hosted a group of 36 pre-university students for the second run of the one-day Design Innovation Computing workshop on 23 June 2022, held at the SUTD campus, targeting students for university admission in year 2023.
Dong Yanfei (PayPal) – Topics in Graph Neural Networks
In the first part of the lecture, we will look at two limitations of MPNNs. We will also briefly share various graph-structured data in PayPal and some of the applications in the second part of the lecture.
James Gan, Le Yi and Kelvin Heng (Gojek) – Gojek’s Causal Inference Based Spending Engine & A Machine Learning Optimal Pricing
In this presentation, we will cover the applications of SOTA algorithm, HICI and GANITE to the Demand Generation Team in Gojek, as well as look at the general theory behind two approaches we have used at Gojek – contextual bandits and causal inference models.
