Yu Deng

42 papers A* 6A 4B 4C 1Misc 1Journal 13Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Context Engineering Framework for Improving Enterprise AI Agents based on Digital-Twin MDP.
CoRR
Xi Yang, Aurélie C. Lozano, Naoki Abe, Bhavya, Saurabh Jha, Noah Zheutlin, Rohan R. Arora, Yu Deng, Daby M. Sow
2026 J jnl
Think Locally, Explain Globally: Graph-Guided LLM Investigations via Local Reasoning and Belief Propagation.
CoRR
Saurabh Jha, Rohan R. Arora, Bhavya, Noah Zheutlin, Paulina Toro Isaza, Laura Shwartz, Yu Deng, Daby Sow, Ruchi Mahindru, Ruchir Puri
2025 B conf
Automated Single-Turn Solution Recommendation System for Software IT Support Tickets.
IEEE Big Data
Paulina Toro Isaza, Michael Nidd, Noah Zheutlin, Jae-wook Ahn, Chidansh Amitkumar Bhatt, Yu Deng, Ruchi Mahindru, Martin Franz, Hans Florian, Salim Roukos
2025 A* conf
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks.
ICML
Saurabh Jha, Rohan R. Arora, Yuji Watanabe, Takumi Yanagawa, Yinfang Chen, Jackson Clark, Bhavya, Mudit Verma, Harshit Kumar, Hirokuni Kitahara, Noah Zheutlin, Saki Takano, Divya Pathak, Felix George, Xinbo Wu, Bekir O. Turkkan, Gerard Vanloo, Michael Nidd, Ting Dai, Oishik Chatterjee, Pranjal Gupta, Suranjana Samanta, Pooja Aggarwal, Rong Lee, Jae-wook Ahn, Debanjana Kar, Amit M. Paradkar, Yu Deng, Pratibha Moogi, Prateeti Mohapatra, Naoki Abe, Chandrasekhar Narayanaswami, Tianyin Xu, Lav R. Varshney, Ruchi Mahindru, Anca Sailer, Laura Shwartz, Daby Sow, Nicholas C. Fuller, Ruchir Puri
2025 J jnl
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks.
CoRR
Saurabh Jha, Rohan R. Arora, Yuji Watanabe, Takumi Yanagawa, Yinfang Chen, Jackson Clark, Bhavya, Mudit Verma, Harshit Kumar, Hirokuni Kitahara, Noah Zheutlin, Saki Takano, Divya Pathak, Felix George, Xinbo Wu, Bekir O. Turkkan, Gerard Vanloo, Michael Nidd, Ting Dai, Oishik Chatterjee, Pranjal Gupta, Suranjana Samanta, Pooja Aggarwal, Rong Lee, Pavankumar Murali, Jae-wook Ahn, Debanjana Kar, Ameet Rahane, Carlos Fonseca, Amit M. Paradkar, Yu Deng, Pratibha Moogi, Prateeti Mohapatra, Naoki Abe, Chandrasekhar Narayanaswami, Tianyin Xu, Lav R. Varshney, Ruchi Mahindru, Anca Sailer, Laura Shwartz, Daby Sow, Nicholas C. Fuller, Ruchir Puri
2025 J jnl
STRATUS: A Multi-agent System for Autonomous Reliability Engineering of Modern Clouds.
CoRR
Yinfang Chen, Jiaqi Pan, Jackson Clark, Yiming Su, Noah Zheutlin, Bhavya, Rohan R. Arora, Yu Deng, Saurabh Jha, Tianyin Xu
2024 A* conf
Optimizing IT FinOps and Sustainability through Unsupervised Workload Characterization.
AAAI
Xi Yang, Rohan R. Arora, Saurabh Jha, Chandra Narayanaswami, Cheuk Lam, Jerrold Leichter, Yu Deng, Daby M. Sow
2024 J jnl
Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support.
CoRR
Paulina Toro Isaza, Michael Nidd, Noah Zheutlin, Jae-wook Ahn, Chidansh Amitkumar Bhatt, Yu Deng, Ruchi Mahindru, Martin Franz, Hans Florian, Salim Roukos
2024 B conf
SAM: Subseries Augmentation-Based Meta-Learning for Generalizing AIOps Models in Multi-Cloud Migration.
CLOUD
Xi Yang, Paulito Palmes, Saurabh Jha, Bekir O. Turkkan, Gerard Vanloo, Frank Bagehorn, Chandra Narayanaswami, Larisa Shwartz, Naoki Abe, Yu Deng, Daby M. Sow
2024 A* conf
Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains.
AAAI
Yu Zhang, Yunyi Zhang, Yanzhen Shen, Yu Deng, Lucian Popa, Larisa Shwartz, ChengXiang Zhai, Jiawei Han
2024 J jnl
Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains.
CoRR
Yu Zhang, Yunyi Zhang, Yanzhen Shen, Yu Deng, Lucian Popa, Larisa Shwartz, ChengXiang Zhai, Jiawei Han
2023 — conf
Exploring Large Language Models for Low-Resource IT Information Extraction.
ICDM (Workshops)
Bhavya, Paulina Toro Isaza, Yu Deng, Michael Nidd, Amar Prakash Azad, Larisa Shwartz, ChengXiang Zhai
2022 B conf
Entity Set Co-Expansion in StackOverflow.
IEEE Big Data
Yu Zhang, Yunyi Zhang, Yucheng Jiang, Martin Michalski, Yu Deng, Lucian Popa, ChengXiang Zhai, Jiawei Han
2022 J jnl
Entity Set Co-Expansion in StackOverflow.
CoRR
Yu Zhang, Yunyi Zhang, Yucheng Jiang, Martin Michalski, Yu Deng, Lucian Popa, ChengXiang Zhai, Jiawei Han
2022 B conf
Improving Model Performance Using Metric-Guided Data Selection Framework.
IEEE Big Data
Paulina Toro Isaza, Yu Deng, Michael Nidd, Amar Prakash Azad, Laura Shwartz
2021 — conf
Technical Question Answering across Tasks and Domains.
NAACL-HLT (Industry Papers)
Wenhao Yu, Lingfei Wu, Yu Deng, Qingkai Zeng, Ruchi Mahindru, Sinem Güven, Meng Jiang
2020 — conf
A Technical Question Answering System with Transfer Learning.
EMNLP (Demos)
Wenhao Yu, Lingfei Wu, Yu Deng, Ruchi Mahindru, Qingkai Zeng, Sinem Güven, Meng Jiang
2020 A* conf
Crossing Variational Autoencoders for Answer Retrieval.
ACL
Wenhao Yu, Lingfei Wu, Qingkai Zeng, Shu Tao, Yu Deng, Meng Jiang
2020 J jnl
Crossing Variational Autoencoders for Answer Retrieval.
CoRR
Wenhao Yu, Lingfei Wu, Qingkai Zeng, Yu Deng, Shu Tao, Meng Jiang
2020 — conf
Dynamic Faceted Search for Technical Support Exploiting Induced Knowledge.
ISWC (2)
Nandana Mihindukulasooriya, Ruchi Mahindru, Md. Faisal Mahbub Chowdhury, Yu Deng, Nicolas Rodolfo Fauceglia, Gaetano Rossiello, Sarthak Dash, Alfio Gliozzo, Shu Tao
2020 J jnl
Technical Question Answering across Tasks and Domains.
CoRR
Wenhao Yu, Lingfei Wu, Yu Deng, Qingkai Zeng, Ruchi Mahindru, Sinem Güven, Meng Jiang
2018 J jnl
Building a cognitive platform for the managed IT services lifecycle.
IBM J. Res. Dev.
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
2018 A conf
Domain Knowledge Driven Key Term Extraction for IT Services.
ICSOC
Prateeti Mohapatra, Yu Deng, Abhirut Gupta, Gargi Dasgupta, Amit M. Paradkar, Ruchi Mahindru, Daniela Rosu, Shu Tao, Pooja Aggarwal
2018 — conf
Fast Nearest-Neighbor Classification Using RNN in Domains with Large Number of Classes.
ICSOC Workshops
Gautam Singh, Gargi Dasgupta, Yu Deng
2017 J jnl
Advanced search system for IT support services.
IBM J. Res. Dev.
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
2017 J jnl
Fast Nearest-Neighbor Classification using RNN in Domains with Large Number of Classes.
CoRR
Gautam Singh, Gargi Dasgupta, Yu Deng
2016 A conf
Towards More Effective Solution Retrieval in IT Support Services Using Systems Log.
ICSOC
Rongda Zhu, Yu Deng, Soumitra Sarkar, Kaoutar El Maghraoui, Harigovind V. Ramasamy, Alan Bivens
2013 — conf
An Ontology-Based Framework for Model-Driven Analysis of Situations in Data Centers.
IEEE SCC
Yu Deng, Ronnie Sarkar, Harigovind V. Ramasamy, Rafah Hosn, Ruchi Mahindru
2013 — conf
The 1st International Workshop on Analytics Services on the Cloud (ASC 2012).
ICSOC Workshops
Yu Deng, Liangzhao Zeng
2011 J jnl
Evolution of the IBM Cloud: Enabling an enterprise cloud services ecosystem.
IBM J. Res. Dev.
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
2011 — conf
Introducing Semantics to Cloud Services Catalogs.
IEEE SCC
Yu Deng, Michael R. Head, Andrzej Kochut, Jonathan P. Munson, Anca Sailer, Hidayatullah Shaikh
2011 C conf
Modeling and Querying Probabilistic RDFS Data Sets with Correlated Triples.
APWeb
Chi-Cheong Szeto, Edward Hung, Yu Deng
2011 — conf
SPARQL Query Answering with RDFS Reasoning on Correlated Probabilistic Data.
WAIM
Chi-Cheong Szeto, Edward Hung, Yu Deng
2010 A conf
An Ontology Based Approach for Cloud Services Catalog Management.
ICSOC
Yu Deng, Michael R. Head, Andrzej Kochut, Jonathan P. Munson, Anca Sailer, Hidayatullah Shaikh
2009 A conf
Characteristics of document similarity measures for compliance analysis.
CIKM
Asad B. Sayeed, Soumitra Sarkar, Yu Deng, Rafah Hosn, Ruchi Mahindru, Nithya Rajamani
2006 — conf
Finding Similar Objects Using a Taxonomy: A Pragmatic Approach.
OTM Conferences (1)
Peter M. Schwarz, Yu Deng, Julia E. Rice
2006 — —
Using Ontologies to Improve Answer Quality in Databases.
Yu Deng
2005 A* conf
A Graph Theoretical Foundation for Integrating RDF Ontologies.
AAAI
Octavian Udrea, Yu Deng, Edna Ruckhaus, V. S. Subrahmanian
2005 — conf
Probabilistic Ontologies and Relational Databases.
OTM Conferences (1)
Octavian Udrea, Yu Deng, Edward Hung, V. S. Subrahmanian
2005 A* conf
RDF Aggregate Queries and Views.
ICDE
Edward Hung, Yu Deng, V. S. Subrahmanian
2004 — conf
TOSS: An Extension of TAX with Ontologies and Similarity Queries.
SIGMOD Conference
Edward Hung, Yu Deng, V. S. Subrahmanian
2003 Misc conf
An Ontology-Extended Relational Algebra.
IRI
Piero A. Bonatti, Yu Deng, V. S. Subrahmanian