Publications
This section contains publications published by ISI over the past several decades.
2021
Smart quality control powered by machine learning algorithms
Niko Bonomi, Felipe Cardoso, Matteo Confalonieri, Fabio Daniele, Andrea Ferrario, Michele Foletti, Silvia Giordano, Luca Luceri, Paolo Pedrazzoli
2021 IEEE 17th International Conference on Automation Science and …, 2021
Down the bot hole: Actionable insights from a one-year analysis of bot activity on Twitter
Luca Luceri, Felipe Cardoso, Silvia Giordano
First Monday, 2021
A System for Real-Time Emotion Recognition in Smart Cities
Davide Andreoletti, Felipe Cardoso, Andrea Arzillo, Luca Luceri, Achille Peternier, Silvia Giordano
The Virtual Emotion Loop: Towards Emotion-Driven Product Design via Virtual Reality
Davide Andreoletti, Luca Luceri, Achille Peternier, Tiziano Leidi, Silvia Giordano
Proceedings of the 2021 Federated Conference on Computer Science and …, 2021
Astronomical image processing at scale with pegasus and montage
G Bruce Berriman, John C Good, Ewa Deelman, Ryan Tanaka, Karan Vahi
arXiv preprint arXiv:2111.11624, 2021
Root cause analysis of data integrity errors in networked systems with incomplete information
Yufeng Xin, Shih-Wen Fu, Anirban Mandal, Ilya Baldin, Ryan Tanaka, Mats Rynge, Karan Vahi, Ewa Deelman, Ishan Abhinit, Welch Von
2021 International Conference on Information and Communication Technology …, 2021
A case study in scientific reproducibility from the event horizon telescope (EHT)
Ross Ketron, Jacob Leonard, Brandan Roachell, Ria Patel, R White, Silvina Caíno-Lores, Nigel Tan, P Miles, Karan Vahi, Ewa Deelman, D Brown, Michela Taufer
2021 IEEE 17th International Conference on eScience (eScience), 249-250, 2021
Serverless containers–rising viable approach to scientific workflows
Krzysztof Burkat, Maciej Pawlik, Bartosz Balis, Maciej Malawski, Karan Vahi, Mats Rynge, Rafael Ferreira da Silva, Ewa Deelman
2021 IEEE 17th International Conference on eScience (eScience), 40-49, 2021
Workflows Community Summit: Advancing the State-of-the-art of Scientific Workflows Management Systems Research and Development
Rafael Ferreira da Silva, Henri Casanova, Kyle Chard, Tainã Coleman, Dan Laney, Dong Ahn, Shantenu Jha, Dorran Howell, Stian Soiland-Reys, Ilkay Altintas, Douglas Thain, Rosa Filgueira, Yadu Babuji, Rosa M Badia, Bartosz Balis, Silvina Caino-Lores, Scott Callaghan, Frederik Coppens, Michael R Crusoe, Kaushik De, Frank Di Natale, Tu Do, Bjoern Enders, Thomas Fahringer, Anne Fouilloux, Grigori Fursin, Alban Gaignard, Alex Ganose, Daniel Garijo, Sandra Gesing, Carole Goble, Adil Hasan, Sebastiaan Huber, Daniel S Katz, Ulf Leser, Douglas Lowe, Bertram Ludaescher, Ketan Maheshwari, Maciej Malawski, Rajiv Mayani, Kshitij Mehta, Andre Merzky, Todd Munson, Jonathan Ozik, Loïc Pottier, Sashko Ristov, Mehdi Roozmeh, Renan Souza, Frédéric Suter, Benjamin Tovar, Matteo Turilli, Karan Vahi, Alvaro Vidal-Torreira, Wendy Whitcup, Michael Wilde, Alan Williams, Matthew Wolf, Justin Wozniak
arXiv e-prints, arXiv: 2106.05177, 2021
Optimization of large-scale agent-based simulations through automated abstraction and simplification
Alexey Tregubov, Jim Blythe
Multi-Agent-Based Simulation XXI: 21st International Workshop, MABS 2020 …, 2021
Cardiac cell patterning on customized microelectrode arrays for electrophysiological recordings
Jiaying Ji, Xiang Ren, Pinar Zorlutuna
Micromachines 12 (11), 1351, 2021
ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning
Rujun Han, Xiang Ren, Nanyun Peng
EMNLP 2021, 2021
Sparse distillation: Speeding up text classification by using bigger student models
Qinyuan Ye, Madian Khabsa, Mike Lewis, Sinong Wang, Xiang Ren, Aaron Jaech
arXiv preprint arXiv:2110.08536, 2021
Think before you speak: Explicitly generating implicit commonsense knowledge for response generation
Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren, Yang Liu, Dilek Hakkani-Tur
arXiv preprint arXiv:2110.08501, 2021
Think Before You Speak: Using Self-talk to Generate Implicit Commonsense Knowledge for Response Generation
Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren, Yang Liu, Dilek Hakkani-Tur
ACL 2022, 2021
KG-FID: INFUSING KNOWLEDGE GRAPH IN FUSION-IN-DECODER FOR OPEN-DOMAIN QUESTION AN
Donghan Yu, Chenguang Zhu, Yuwei Fang, Wenhao Yu, Shuohang Wang, Yichong Xu, Xiang Ren, Yiming Yang, Michael Zeng
arXiv preprint arXiv:2110.04330, 2021
Refining Language Models with Compositional Explanations
Huihan Yao, Ying Chen, Qinyuan Ye, Xisen Jin, Xiang Ren
NeurIPS 2021, 2021
SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning
Aaron Chan, Boyuan Long, Jiashu Xu, Soumya Sanyal, Tanishq Gupta, Xiang Ren
NeurIPS 2021, 2021
Gradient-based Editing of Memory Examples for Online Task-free Continual Learning
Xisen Jin, Arka SadhuDu, Junyi, Xiang Ren
NeurIPS 2021, 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP
Qinyuan Ye, Bill Yuchen Lin, Xiang Ren
EMNLP 2021, 2021