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ORCIDYu Deng 0004
Person information
- affiliation: IBM, T.J. Watson Research Center, Yorktown Heights, USA
- affiliation (PhD 2006): University of Maryland, College Park, MD, USA
Other persons with the same name
- Yu Deng — disambiguation page
- Yu Deng 0001 — National University of Defense Technology, School of Computer, Changsha, China
- Yu Deng 0002 — Chinese Academy of Sciences, Institute of Geographic Sciences and Natural Resources Research, Beijing, China
- Yu Deng 0003
![[0000-0003-4991-0972]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0003-4991-0972")
— Tsinghua University, Department of Electronic Engineering, Beijing, China (and 1 more) - Yu Deng 0005 — King's College London, Department of Biomedical Engineering, UK
- Yu Deng 0006 — Microsoft Research Asia (and 1 more)
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2020 – today
- 2025
[i7]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:
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks. CoRR abs/2502.05352 (2025)- 2024
- [c26]Xi Yang, Paulito Palmes, Saurabh Jha, Bekir O. Turkkan, Gerard Vanloo, Frank Bagehorn, Chandra Narayanaswami, Larisa Shwartz, Naoki Abe, Yu Deng, Daby M. Sow:
SAM: Subseries Augmentation-Based Meta-Learning for Generalizing AIOps Models in Multi-Cloud Migration. CLOUD 2024: 291-301 - [c25]Yu Zhang, Yunyi Zhang, Yanzhen Shen, Yu Deng, Lucian Popa, Larisa Shwartz, ChengXiang Zhai, Jiawei Han:
Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains. AAAI 2024: 19606-19614 - [c24]Xi Yang, Rohan R. Arora, Saurabh Jha, Chandra Narayanaswami, Cheuk Lam, Jerrold Leichter, Yu Deng, Daby M. Sow:
Optimizing IT FinOps and Sustainability through Unsupervised Workload Characterization. AAAI 2024: 22990-22996 - [i6]Yu Zhang, Yunyi Zhang, Yanzhen Shen, Yu Deng, Lucian Popa, Larisa Shwartz, ChengXiang Zhai, Jiawei Han:
Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains. CoRR abs/2401.13129 (2024) - [i5]Paulina Toro Isaza, Michael Nidd, Noah Zheutlin, Jae-wook Ahn, Chidansh Amitkumar Bhatt, Yu Deng, Ruchi Mahindru, Martin Franz, Hans Florian, Salim Roukos:
Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support. CoRR abs/2409.13707 (2024) - 2023
- [c23]Bhavya, Paulina Toro Isaza, Yu Deng, Michael Nidd, Amar Prakash Azad, Larisa Shwartz, ChengXiang Zhai:
Exploring Large Language Models for Low-Resource IT Information Extraction. ICDM (Workshops) 2023: 1203-1212 - 2022
- [c22]Paulina Toro Isaza, Yu Deng, Michael Nidd, Amar Prakash Azad, Laura Shwartz:
Improving Model Performance Using Metric-Guided Data Selection Framework. IEEE Big Data 2022: 4750-4757 - [c21]Yu Zhang, Yunyi Zhang, Yucheng Jiang, Martin Michalski, Yu Deng, Lucian Popa, ChengXiang Zhai, Jiawei Han:
Entity Set Co-Expansion in StackOverflow. IEEE Big Data 2022: 4792-4795 - [i4]Yu Zhang, Yunyi Zhang, Yucheng Jiang, Martin Michalski, Yu Deng, Lucian Popa, ChengXiang Zhai, Jiawei Han:
Entity Set Co-Expansion in StackOverflow. CoRR abs/2212.02271 (2022) - 2021
- [c20]Wenhao Yu, Lingfei Wu, Yu Deng, Qingkai Zeng, Ruchi Mahindru, Sinem Güven, Meng Jiang:
Technical Question Answering across Tasks and Domains. NAACL-HLT (Industry Papers) 2021: 178-186 - 2020
- [c19]Wenhao Yu, Lingfei Wu, Qingkai Zeng, Shu Tao, Yu Deng, Meng Jiang:
Crossing Variational Autoencoders for Answer Retrieval. ACL 2020: 5635-5641 - [c18]Wenhao Yu, Lingfei Wu, Yu Deng, Ruchi Mahindru, Qingkai Zeng, Sinem Güven, Meng Jiang:
A Technical Question Answering System with Transfer Learning. EMNLP (Demos) 2020: 92-99 - [c17]Nandana Mihindukulasooriya, Ruchi Mahindru, Md. Faisal Mahbub Chowdhury, Yu Deng, Nicolas Rodolfo Fauceglia, Gaetano Rossiello, Sarthak Dash, Alfio Gliozzo, Shu Tao:
Dynamic Faceted Search for Technical Support Exploiting Induced Knowledge. ISWC (2) 2020: 683-699 - [i3]Wenhao Yu, Lingfei Wu, Qingkai Zeng, Yu Deng, Shu Tao, Meng Jiang:
Crossing Variational Autoencoders for Answer Retrieval. CoRR abs/2005.02557 (2020) - [i2]Wenhao Yu, Lingfei Wu, Yu Deng, Qingkai Zeng, Ruchi Mahindru, Sinem Güven, Meng Jiang:
Technical Question Answering across Tasks and Domains. CoRR abs/2010.09780 (2020)
2010 – 2019
- 2018
- [j3]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:
Building a cognitive platform for the managed IT services lifecycle. IBM J. Res. Dev. 62(1): 8:1-8:11 (2018) - [c16]Gautam Singh, Gargi Dasgupta, Yu Deng:
Fast Nearest-Neighbor Classification Using RNN in Domains with Large Number of Classes. ICSOC Workshops 2018: 309-321 - [c15]Prateeti Mohapatra, Yu Deng, Abhirut Gupta, Gargi Dasgupta, Amit M. Paradkar, Ruchi Mahindru, Daniela Rosu, Shu Tao, Pooja Aggarwal:
Domain Knowledge Driven Key Term Extraction for IT Services. ICSOC 2018: 489-504 - 2017
- [j2]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:
Advanced search system for IT support services. IBM J. Res. Dev. 61(1): 3:27-3:40 (2017) - [i1]Gautam Singh, Gargi Dasgupta, Yu Deng:
Fast Nearest-Neighbor Classification using RNN in Domains with Large Number of Classes. CoRR abs/1712.03941 (2017) - 2016
- [c14]Rongda Zhu, Yu Deng, Soumitra Sarkar, Kaoutar El Maghraoui, Harigovind V. Ramasamy, Alan Bivens:
Towards More Effective Solution Retrieval in IT Support Services Using Systems Log. ICSOC 2016: 730-744 - 2013
- [c13]Yu Deng, Ronnie Sarkar, HariGovind V. Ramasamy, Rafah Hosn, Ruchi Mahindru:
An Ontology-Based Framework for Model-Driven Analysis of Situations in Data Centers. IEEE SCC 2013: 288-295 - [c12]Yu Deng, Liangzhao Zeng:
The 1st International Workshop on Analytics Services on the Cloud (ASC 2012). ICSOC Workshops 2013: 1-2 - 2011
- [j1]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:
Evolution of the IBM Cloud: Enabling an enterprise cloud services ecosystem. IBM J. Res. Dev. 55(6): 7 (2011) - [c11]Yu Deng, Michael R. Head, Andrzej Kochut, Jonathan P. Munson, Anca Sailer, Hidayatullah Shaikh:
Introducing Semantics to Cloud Services Catalogs. IEEE SCC 2011: 24-31 - [c10]Chi-Cheong Szeto, Edward Hung, Yu Deng:
Modeling and Querying Probabilistic RDFS Data Sets with Correlated Triples. APWeb 2011: 333-344 - [c9]Chi-Cheong Szeto, Edward Hung, Yu Deng:
SPARQL Query Answering with RDFS Reasoning on Correlated Probabilistic Data. WAIM 2011: 56-67 - 2010
- [c8]Yu Deng, Michael R. Head, Andrzej Kochut, Jonathan P. Munson, Anca Sailer, Hidayatullah Shaikh:
An Ontology Based Approach for Cloud Services Catalog Management. ICSOC 2010: 680-681
2000 – 2009
- 2009
- [c7]Asad B. Sayeed, Soumitra Sarkar, Yu Deng, Rafah Hosn, Ruchi Mahindru, Nithya Rajamani:
Characteristics of document similarity measures for compliance analysis. CIKM 2009: 1207-1216 - 2006
- [b1]Yu Deng:
Using Ontologies to Improve Answer Quality in Databases. University of Maryland, College Park, MD, USA, 2006 - [c6]Peter M. Schwarz, Yu Deng, Julia E. Rice:
Finding Similar Objects Using a Taxonomy: A Pragmatic Approach. OTM Conferences (1) 2006: 1039-1057 - 2005
- [c5]Octavian Udrea, Yu Deng, Edna Ruckhaus, V. S. Subrahmanian:
A Graph Theoretical Foundation for Integrating RDF Ontologies. AAAI 2005: 1442-1450 - [c4]Edward Hung, Yu Deng, V. S. Subrahmanian:
RDF Aggregate Queries and Views. ICDE 2005: 717-728 - [c3]Octavian Udrea, Yu Deng, Edward Hung, V. S. Subrahmanian:
Probabilistic Ontologies and Relational Databases. OTM Conferences (1) 2005: 1-17 - 2004
- [c2]Edward Hung, Yu Deng, V. S. Subrahmanian:
TOSS: An Extension of TAX with Ontologies and Similarity Queries. SIGMOD Conference 2004: 719-730 - 2003
- [c1]Piero A. Bonatti, Yu Deng, V. S. Subrahmanian:
An Ontology-Extended Relational Algebra. IRI 2003: 192-199
Coauthor Index
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