Yu Deng

According to our database, Yu Deng authored at least 31 papers between 2003 and 2024.

Collaborative distances:

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

2024

Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support.

Paulina Toro Isaza, Michael Nidd, Noah Zheutlin, Jae-wook Ahn, Chidansh Amitkumar Bhatt, Yu Deng, Ruchi Mahindru, Martin Franz, Hans Florian, Salim Roukos

CoRR, 2024

Optimizing IT FinOps and Sustainability through Unsupervised Workload Characterization.

Xi Yang, Rohan R. Arora, Saurabh Jha, Chandra Narayanaswami, Cheuk Lam, Jerrold Leichter, Yu Deng, Daby M. Sow

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains.

Yu Zhang, Yunyi Zhang, Yanzhen Shen, Yu Deng, Lucian Popa, Larisa Shwartz, ChengXiang Zhai, Jiawei Han

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

SAM: Subseries Augmentation-Based Meta-Learning for Generalizing AIOps Models in Multi-Cloud Migration.

Xi Yang, Paulito Palmes, Saurabh Jha, Bekir O. Turkkan, Gerard Vanloo, Frank Bagehorn, Chandra Narayanaswami, Larisa Shwartz, Naoki Abe, Yu Deng, Daby M. Sow

Proceedings of the 17th IEEE International Conference on Cloud Computing, 2024

2023

Exploring Large Language Models for Low-Resource IT Information Extraction.

Bhavya, Paulina Toro Isaza, Yu Deng, Michael Nidd, Amar Prakash Azad, Larisa Shwartz, ChengXiang Zhai

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

Entity Set Co-Expansion in StackOverflow.

Yu Zhang, Yunyi Zhang, Yucheng Jiang, Martin Michalski, Yu Deng, Lucian Popa, ChengXiang Zhai, Jiawei Han

Proceedings of the IEEE International Conference on Big Data, 2022

Improving Model Performance Using Metric-Guided Data Selection Framework.

Paulina Toro Isaza, Yu Deng, Michael Nidd, Amar Prakash Azad, Laura Shwartz

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Technical Question Answering across Tasks and Domains.

Wenhao Yu, Lingfei Wu, Yu Deng, Qingkai Zeng, Ruchi Mahindru, Sinem Güven, Meng Jiang

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers, 2021

2020

Dynamic Faceted Search for Technical Support Exploiting Induced Knowledge.

Nandana Mihindukulasooriya, Ruchi Mahindru, Md. Faisal Mahbub Chowdhury, Yu Deng, Nicolas Rodolfo Fauceglia, Gaetano Rossiello, Sarthak Dash, Alfio Gliozzo, Shu Tao

Proceedings of the Semantic Web - ISWC 2020, 2020

A Technical Question Answering System with Transfer Learning.

Wenhao Yu, Lingfei Wu, Yu Deng, Ruchi Mahindru, Qingkai Zeng, Sinem Güven, Meng Jiang

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

Crossing Variational Autoencoders for Answer Retrieval.

Wenhao Yu, Lingfei Wu, Qingkai Zeng, Shu Tao, Yu Deng, Meng Jiang

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2018

Building a cognitive platform for the managed IT services lifecycle.

Kristof Kloeckner, Constantin Adam, Nikos Anerousis, Naga Ayachitula, Muhammed Fatih Bulut, Gargi Dasgupta, Yu Deng, Yixin Diao, Nicholas C. Fuller, Sandeep Gopisetty, Milton Hernandez, Jinho Hwang, Pietro Iannucci, Anup K. Kalia, Giovanni Lanfranchi, David Lanyi, Heiko Ludwig, A. Mahamuni, Ruchi Mahindru, Fan Jing Meng, Hamid R. Motahari Nezhad, Karin Murthy, Taiga Nakamura, Amit M. Paradkar, Dennis A. Perpetua, Birgit Pfitzmann, Daniela Rosu, Larisa Shwartz, Zhong Su, Maheswaran Surendra, Shu Tao, Hagen Völzer, Maja Vukovic, Dorothea Wiesmann, S. Wozniak, Gary Wright, Jin Xiao, Sai Zeng

IBM J. Res. Dev., 2018

Fast Nearest-Neighbor Classification Using RNN in Domains with Large Number of Classes.

Gautam Singh, Gargi Dasgupta, Yu Deng

Proceedings of the Service-Oriented Computing - ICSOC 2018 Workshops, 2018

Domain Knowledge Driven Key Term Extraction for IT Services.

Prateeti Mohapatra, Yu Deng, Abhirut Gupta, Gargi Dasgupta, Amit M. Paradkar, Ruchi Mahindru, Daniela Rosu, Shu Tao, Pooja Aggarwal

Proceedings of the Service-Oriented Computing - 16th International Conference, 2018

2017

Advanced search system for IT support services.

Yu Deng, Kaoutar El Maghraoui, Thomas D. Griffin, Vikas Agarwal, Srikanth G. Tamilselvam, Rahul D. Sharnagat, Tabari H. Alexander, Nicolas E. Gómez, Christopher M. Cramer, Alan Bivens, Divyesh Jadav, Zaman M. Valli-Hasham, Kevin Wahlmeier

IBM J. Res. Dev., 2017

2016

Towards More Effective Solution Retrieval in IT Support Services Using Systems Log.

Rongda Zhu, Yu Deng, Soumitra Sarkar, Kaoutar El Maghraoui, Harigovind V. Ramasamy, Alan Bivens

Proceedings of the Service-Oriented Computing - 14th International Conference, 2016

2013

The 1st International Workshop on Analytics Services on the Cloud (ASC 2012).

Yu Deng, Liangzhao Zeng

Proceedings of the Service-Oriented Computing - ICSOC 2012 Workshops, 2013

An Ontology-Based Framework for Model-Driven Analysis of Situations in Data Centers.

Yu Deng, Ronnie Sarkar, HariGovind V. Ramasamy, Rafah Hosn, Ruchi Mahindru

Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013

2011

Evolution of the IBM Cloud: Enabling an enterprise cloud services ecosystem.

Andrzej Kochut, Yu Deng, Michael R. Head, Jonathan P. Munson, Anca Sailer, Hidayatullah Shaikh, Chunqiang Tang, Alexander Amies, Murray Beaton, David Geiss, David Herman, Holger Macho, Stephan Pappe, Scott Peddle, Randy Rendahl, Angel E. Tomala Reyes, Harm Sluiman, Brian Snitzer, Troy Volin, Hendrik Wagner

IBM J. Res. Dev., 2011

SPARQL Query Answering with RDFS Reasoning on Correlated Probabilistic Data.

Chi-Cheong Szeto, Edward Hung, Yu Deng

Proceedings of the Web-Age Information Management - 12th International Conference, 2011

Modeling and Querying Probabilistic RDFS Data Sets with Correlated Triples.

Chi-Cheong Szeto, Edward Hung, Yu Deng

Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011

Introducing Semantics to Cloud Services Catalogs.

Yu Deng, Michael R. Head, Andrzej Kochut, Jonathan P. Munson, Anca Sailer, Hidayatullah Shaikh

Proceedings of the IEEE International Conference on Services Computing, 2011

2010

An Ontology Based Approach for Cloud Services Catalog Management.

Yu Deng, Michael R. Head, Andrzej Kochut, Jonathan P. Munson, Anca Sailer, Hidayatullah Shaikh

Proceedings of the Service-Oriented Computing - 8th International Conference, 2010

2009

Characteristics of document similarity measures for compliance analysis.

Asad B. Sayeed, Soumitra Sarkar, Yu Deng, Rafah Hosn, Ruchi Mahindru, Nithya Rajamani

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2006

Using Ontologies to Improve Answer Quality in Databases.

Yu Deng

PhD thesis, 2006

Finding Similar Objects Using a Taxonomy: A Pragmatic Approach.

Peter M. Schwarz, Yu Deng, Julia E. Rice

Proceedings of the On the Move to Meaningful Internet Systems 2006: CoopIS, 2006

2005

Probabilistic Ontologies and Relational Databases.

Octavian Udrea, Yu Deng, Edward Hung, V. S. Subrahmanian

Proceedings of the On the Move to Meaningful Internet Systems 2005: CoopIS, 2005

RDF Aggregate Queries and Views.

Edward Hung, Yu Deng, V. S. Subrahmanian

Proceedings of the 21st International Conference on Data Engineering, 2005

A Graph Theoretical Foundation for Integrating RDF Ontologies.

Octavian Udrea, Yu Deng, Edna Ruckhaus, V. S. Subrahmanian

Proceedings of the Proceedings, 2005

2004

TOSS: An Extension of TAX with Ontologies and Similarity Queries.

Edward Hung, Yu Deng, V. S. Subrahmanian

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

2003

An Ontology-Extended Relational Algebra.

Piero A. Bonatti, Yu Deng, V. S. Subrahmanian

Proceedings of the 2003 IEEE International Conference on Information Reuse and Integration, 2003