An Ontology-Extended Relational Algebra. - Piero A. Bonatti; Yu Deng 004; V. S. Subrahmanian (IRI, 2003)

TOSS: An Extension of TAX with Ontologies and Similarity Queries. - Edward Hung; Yu Deng 004; V. S. Subrahmanian (SIGMOD Conference, 2004)

A Graph Theoretical Foundation for Integrating RDF Ontologies. - Octavian Udrea; Yu Deng 004; Edna Ruckhaus; V. S. Subrahmanian (AAAI, 2005)

RDF Aggregate Queries and Views. - Edward Hung; Yu Deng 004; V. S. Subrahmanian (ICDE, 2005)

Probabilistic Ontologies and Relational Databases. - Octavian Udrea; Yu Deng 004; Edward Hung; V. S. Subrahmanian (OTM Conferences (1), 2005)

Finding Similar Objects Using a Taxonomy: A Pragmatic Approach. - Peter M. Schwarz; Yu Deng 004; Julia E. Rice (OTM Conferences (1), 2006)

Using Ontologies to Improve Answer Quality in Databases. - Yu Deng 004 (2006)

Characteristics of document similarity measures for compliance analysis. - Asad B. Sayeed; Soumitra Sarkar; Yu Deng 004; Rafah Hosn; Ruchi Mahindru; Nithya Rajamani (CIKM, 2009)

An Ontology Based Approach for Cloud Services Catalog Management. - Yu Deng 004; Michael R. Head; Andrzej Kochut; Jonathan P. Munson; Anca Sailer; Hidayatullah Shaikh (ICSOC, 2010)

Introducing Semantics to Cloud Services Catalogs. - Yu Deng 004; Michael R. Head; Andrzej Kochut; Jonathan P. Munson; Anca Sailer; Hidayatullah Shaikh (IEEE SCC, 2011)

Modeling and Querying Probabilistic RDFS Data Sets with Correlated Triples. - Chi-Cheong Szeto; Edward Hung; Yu Deng 004 (APWeb, 2011)

SPARQL Query Answering with RDFS Reasoning on Correlated Probabilistic Data. - Chi-Cheong Szeto; Edward Hung; Yu Deng 004 (WAIM, 2011)

Evolution of the IBM Cloud: Enabling an enterprise cloud services ecosystem. - Andrzej Kochut; Yu Deng 004; Michael R. Head; Jonathan P. Munson; Anca Sailer; Hidayatullah Shaikh; Chunqiang Tang; Alexander Amies; Murray Beaton; David Geiss; David Herman; Holger Macho; et al. (IBM J. Res. Dev., 2011)

An Ontology-Based Framework for Model-Driven Analysis of Situations in Data Centers. - Yu Deng 004; Ronnie Sarkar; HariGovind V. Ramasamy; Rafah Hosn; Ruchi Mahindru (IEEE SCC, 2013)

The 1st International Workshop on Analytics Services on the Cloud (ASC 2012). - Yu Deng 004; Liangzhao Zeng (ICSOC Workshops, 2013)

Towards More Effective Solution Retrieval in IT Support Services Using Systems Log. - Rongda Zhu; Yu Deng 004; Soumitra Sarkar; Kaoutar El Maghraoui; Harigovind V. Ramasamy; Alan Bivens (ICSOC, 2016)

Advanced search system for IT support services. - Yu Deng 004; 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; et al. (IBM J. Res. Dev., 2017)

Domain Knowledge Driven Key Term Extraction for IT Services. - Prateeti Mohapatra; Yu Deng 004; Abhirut Gupta; Gargi Dasgupta; Amit M. Paradkar; Ruchi Mahindru; Daniela Rosu 001; Shu Tao; Pooja Aggarwal (ICSOC, 2018)

Fast Nearest-Neighbor Classification Using RNN in Domains with Large Number of Classes. - Gautam Singh; Gargi Dasgupta; Yu Deng 004 (ICSOC Workshops, 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 004; Yixin Diao; Nicholas C. Fuller; Sandeep Gopisetty; Milton Hernandez; Jinho Hwang; et al. (IBM J. Res. Dev., 2018)

Crossing Variational Autoencoders for Answer Retrieval. - Wenhao Yu 002; Lingfei Wu 001; Qingkai Zeng 001; Shu Tao; Yu Deng 004; Meng Jiang 001 (ACL, 2020)

A Technical Question Answering System with Transfer Learning. - Wenhao Yu 002; Lingfei Wu 001; Yu Deng 004; Ruchi Mahindru; Qingkai Zeng 001; Sinem Güven; Meng Jiang 001 (EMNLP (Demos), 2020)

Dynamic Faceted Search for Technical Support Exploiting Induced Knowledge. - Nandana Mihindukulasooriya; Ruchi Mahindru; Md. Faisal Mahbub Chowdhury; Yu Deng 004; Nicolas Rodolfo Fauceglia; Gaetano Rossiello; Sarthak Dash; Alfio Gliozzo; Shu Tao (ISWC (2), 2020)

Technical Question Answering across Tasks and Domains. - Wenhao Yu 002; Lingfei Wu 001; Yu Deng 004; Qingkai Zeng 001; Ruchi Mahindru; Sinem Güven; Meng Jiang 001 (NAACL-HLT (Industry Papers), 2021)

Improving Model Performance Using Metric-Guided Data Selection Framework. - Paulina Toro Isaza; Yu Deng 004; Michael Nidd; Amar Prakash Azad; Laura Shwartz (IEEE Big Data, 2022)

Entity Set Co-Expansion in StackOverflow. - Yu Zhang 044; Yunyi Zhang 001; Yucheng Jiang; Martin Michalski; Yu Deng 004; Lucian Popa 001; ChengXiang Zhai; Jiawei Han 001 (IEEE Big Data, 2022)

Exploring Large Language Models for Low-Resource IT Information Extraction. - Bhavya; Paulina Toro Isaza; Yu Deng 004; Michael Nidd; Amar Prakash Azad; Larisa Shwartz; ChengXiang Zhai (ICDM (Workshops), 2023)

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 004; Daby M. Sow (CLOUD, 2024)

Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains. - Yu Zhang 044; Yunyi Zhang 001; Yanzhen Shen; Yu Deng 004; Lucian Popa 001; Larisa Shwartz; ChengXiang Zhai; Jiawei Han 001 (AAAI, 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 004; Daby M. Sow (AAAI, 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 004; Ruchi Mahindru; Martin Franz; Hans Florian; Salim Roukos (CoRR, 2024)

ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks. - Saurabh Jha; Rohan R. Arora; Yuji Watanabe; Takumi Yanagawa; Yinfang Chen; Jackson Clark; Bhavya; Mudit Verma; Harshit Kumar; Hirokuni Kitahara; Noah Zheutlin; Saki Takano; et al. (CoRR, 2025)

STRATUS: A Multi-agent System for Autonomous Reliability Engineering of Modern Clouds. - Yinfang Chen; Jiaqi Pan; Jackson Clark; Yiming Su; Noah Zheutlin; Bhavya; Rohan R. Arora; Yu Deng 004; Saurabh Jha; Tianyin Xu (CoRR, 2025)