SEMINARS

Cart-ology: Intercepting Targeted Advertising via Ad Network Identity Entanglement

Damon McCoy (Tandon School of Engineering, New York University)

15/02/2023 14:00, Host: Computer Systems

Open-Task Multimodal Conversational AI

João Magalhães

30/11/2022 14:00, Host: Multimodal Systems

Breaking MPC implementations through compression

João Resende (DI FCT NOVA)

23/11/2022 14:00, Host: Computer Systems

Gradual Verification: Assuring Software Incrementally

Jonathan Aldrich (Carnegie Mellon University)

11/11/2022 11:00, Host: Software Systems

Automata for choreographies

Emilio Tuosto (Gran Sasso Science Institute (GSSI), Italy)

27/07/2022 14:00, Host: Software Systems

Graph Data Processing Techniques

Stefania Dumbrava (École Nationale Supérieure d'Informatique pour l'Industrie et l'Entreprise (ENSIIE) & SAMOVAR research laboratory - Institute Polytechnique de Paris)

20/07/2022 14:00, Host: Software Systems

The Quest for Bullet-proof Software Systems.

13/07/2022 14:00, Host: Software Systems

A Novel One-shot Neural Network Architecture Search via Regression

Neural architecture search (NAS) has become a central theme for the recent research trend on autoAI, i.e., how to find an effective deep neural network (DNN) by automatically searching a large neural architecture design space. One major drawback is, however, the large computation time used to search a high-quality neural architecture. In this talk, we will discuss one of our recent works in NAS where we show a simple intuition that was surprisingly effective in guiding us to design a fast NAS, which has achieved new state-of-the-arts results in both image and natural language related tasks but with orders of magnitude performance speedup. We call this technique as Generic Neural Architecture Search via Regression (GenNAS). If time permits, I will also discuss how we ended up doing NAS research in this space, and what new theoretical research topics may be needed in order to better understand GenNAS for its generalization capabilities.

Jinjun Xiong (University at Buffalo)

27/06/2022 14:00, Host: Knowledge-Based Systems

Managing requirements in agile development at scale

Grischa Liebel (Reykjavik University)

01/06/2022 14:00, Host: Software Systems

Design and performance evaluation of the InterPlanetary File System (IPFS), a Decentralized Storage and Delivery Network

Yiannis Psaras (Protocol Labs)

26/05/2022 14:00, Host: Computer Systems

Bringing Context to Deep Neural Models for Media Understanding

11/05/2022 14:00, Host: Multimodal Systems

Formalising Choreographic Programming

Luís Cruz-Filipe (University of Southern Denmark)

13/04/2022 14:00, Host: Software Systems