S. Yousaf Shah

According to our database, S. Yousaf Shah authored at least 23 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Data-Prep-Kit: getting your data ready for LLM application development.

David Wood, Boris Lublinsky, Alexy Roytman, Shivdeep Singh, Abdulhamid Adebayo, Revital Eres, Mohammad Nassar, Hima Patel, S. Yousaf Shah, Constantin Adam, Petros Zerfos, Nirmit Desai, Daiki Tsuzuku, Takuya Goto, Michele Dolfi, Saptha Surendran, Paramesvaran Selvam, Sungeun An, Yuan Chi Chang, Dhiraj Joshi, Hajar Emami-Gohari, Xuan-Hong Dang, Yan Koyfman, Shahrokh Daijavad

CoRR, 2024

Granite Code Models: A Family of Open Foundation Models for Code Intelligence.

Mayank Mishra, Matt Stallone, Gaoyuan Zhang, Yikang Shen, Aditya Prasad, Adriana Meza Soria, Michele Merler, Parameswaran Selvam, Saptha Surendran, Shivdeep Singh, Manish Sethi, Xuan-Hong Dang, Pengyuan Li, Kun-Lung Wu, Syed Zawad, Andrew Coleman, Matthew White, Mark Lewis, Raju Pavuluri, Yan Koyfman, Boris Lublinsky, Maximilien de Bayser, Ibrahim Abdelaziz, Kinjal Basu, Mayank Agarwal, Yi Zhou, Chris Johnson, Aanchal Goyal, Hima Patel, S. Yousaf Shah, Petros Zerfos, Heiko Ludwig, Asim Munawar, Maxwell Crouse, Pavan Kapanipathi, Shweta Salaria, Bob Calio, Sophia Wen, Seetharami Seelam, Brian Belgodere, Carlos A. Fonseca, Amith Singhee, Nirmit Desai, David D. Cox, Ruchir Puri, Rameswar Panda

CoRR, 2024

Modality-aware Transformer for Financial Time series Forecasting.

Hajar Emami-Gohari, Xuan-Hong Dang, Syed Yousaf Shah, Petros Zerfos

Proceedings of the 5th ACM International Conference on AI in Finance, 2024

2023

Modality-aware Transformer for Time series Forecasting.

Hajar Emami, Xuan-Hong Dang, S. Yousaf Shah, Petros Zerfos

CoRR, 2023

2021

AutoAI-TS: AutoAI for Time Series Forecasting.

Syed Yousaf Shah, Dhaval Patel, Long Vu, Xuan-Hong Dang, Bei Chen, Peter Kirchner, Horst Samulowitz, David Wood, Gregory Bramble, Wesley M. Gifford, Giridhar Ganapavarapu, Roman Vaculín, Petros Zerfos

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2020

"The Squawk Bot": Joint Learning of Time Series and Text Data Modalities for Automated Financial Information Filtering.

Xuan-Hong Dang, Syed Yousaf Shah, Petros Zerfos

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

FLOps: On Learning Important Time Series Features for Real-Valued Prediction.

Dhaval Patel, Syed Yousaf Shah, Nianjun Zhou, Shrey Shrivastava, Arun Iyengar, Anuradha Bhamidipaty, Jayant Kalagnanam

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

seq2graph: Discovering Dynamic Non-linear Dependencies from Multivariate Time Series.

Xuan-Hong Dang, Syed Yousaf Shah, Petros Zerfos

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

seq2graph: Discovering Dynamic Dependencies from Multivariate Time Series with Multi-level Attention.

Xuan-Hong Dang, Syed Yousaf Shah, Petros Zerfos

CoRR, 2018

Root Cause Detection using Dynamic Dependency Graphs from Time Series Data.

Syed Yousaf Shah, Xuan-Hong Dang, Petros Zerfos

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Dependency analysis of cloud applications for performance monitoring using recurrent neural networks.

Syed Yousaf Shah, Zengwen Yuan, Songwu Lu, Petros Zerfos

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Towards Relevancy Aware Service Oriented Systems in WSNs.

Syed Yousaf Shah, Boleslaw K. Szymanski, Petros Zerfos, Christopher Gibson

IEEE Trans. Serv. Comput., 2016

Data-at-rest security for spark.

Syed Yousaf Shah, Brent Paulovicks, Petros Zerfos

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2014

Dynamic management of network systems.

S. Yousaf Shah

PhD thesis, 2014

Dynamic Policy Enforcement Using Restriction Set Theoretic Expressions (RSTE).

S. Yousaf Shah, Boleslaw K. Szymanski

Proceedings of the 2014 IEEE Military Communications Conference, 2014

2013

Parallel Overlapping Community Detection with SLPA.

Konstantin Kuzmin, S. Yousaf Shah, Boleslaw K. Szymanski

Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

Autonomous configuration of spatially aware sensor services in service oriented WSNs.

S. Yousaf Shah, Boleslaw K. Szymanski, Petros Zerfos, Chatschik Bisdikian, Christopher Gibson, Dominic Harries

Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications Workshops, 2013

Price based routing for event driven prioritized traffic in wireless sensor networks.

S. Yousaf Shah, Boleslaw K. Szymanski

Proceedings of the 2nd IEEE Network Science Workshop, 2013

2012

Market mechanisms for resource allocation in pervasive sensor applications.

Sahin Cem Geyik, S. Yousaf Shah, Boleslaw K. Szymanski, Sanmay Das, Petros Zerfos

Pervasive Mob. Comput., 2012

Transient traffic congestion control with Traveling Auctions.

S. Yousaf Shah, Boleslaw K. Szymanski

Proceedings of the Tenth Annual IEEE International Conference on Pervasive Computing and Communications, 2012

Policy-Aware Service Composition in Sensor Networks.

Raheleh Dimaghani, Sahin Cem Geyik, Keith Grueneberg, Jorge Lobo, S. Yousaf Shah, Boleslaw K. Szymanski, Petros Zerfos

Proceedings of the 2012 IEEE Ninth International Conference on Services Computing, 2012

2011

Market mechanisms for Value of Information driven resource allocation in Sensor Networks.

Boleslaw K. Szymanski, S. Yousaf Shah, Sahin Cem Geyik, Sanmay Das, Meenal Chhabra, Petros Zerfos

Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011

2005

Heterogeneous Relational Databases for a Grid-Enabled Analysis Environment.

Arshad Ali, Ashiq Anjum, Tahir Azim, Julian J. Bunn, Saima Iqbal, Richard McClatchey, Harvey B. Newman, S. Yousaf Shah, Tony Solomonides, Conrad Steenberg, Michael Thomas, Frank van Lingen, Ian Willers

Proceedings of the 34th International Conference on Parallel Processing Workshops (ICPP 2005 Workshops), 2005