Nianjun Zhou

Researcher, IBM Research, IBM, International Business Machines

Joined

July 2019

Names

Nianjun Zhou

Emails

****@us.ibm.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Researcher

IBM Research, IBM, International Business Machines (us.ibm.com)

2007 – 2026

Advisors, Relations & Conflicts

No relations added

Expertise

Inndustrial Asset Management

,

Agentic

2018 – 2026

Development Cost Estimatopn

,

and Industrical Optimization

2010 – 2017

Service-Oriented Architecture

2007 – 2012

Publications

Evidence‑Driven Reasoning for Industrial Maintenance Using Heterogeneous Data
Fearghal O'Donncha, Nianjun Zhou, Natalia Martinez, James T Rayfield, Fenno F. Heath III, Abigail Langbridge, Roman Vaculin
- ACL 2026 Industry Track Poster
- Readers: Everyone
Augmenting Industrial Maintenance with LLMs: A Benchmark, Analysis, and Generalization Study
Devin Yasith De Silva, Dhaval C Patel, Christodoulos Constantinides, Shuxin Lin, Nianjun Zhou, Dharmashankar Subramanian, Deborah L. McGuinness, Jayant Kalagnanam
- Submitted to ICLR 2026
- Readers: Everyone
AssetOpsBench: Benchmarking AI Agents for Task Automation in Industrial Asset Operations and Maintenance
Dhaval C Patel, Shuxin Lin, James T Rayfield, Nianjun Zhou, Roman Vaculin, Natalia Martinez, Fearghal O'Donncha, Jayant Kalagnanam
- Submitted to ICLR 2026
- Readers: Everyone
Adaptive Conformal Anomaly Detection with Time Series Foundation Models for Signal Monitoring.
Natalia Martinez, Fearghal O'Donncha, Wesley M. Gifford, Nianjun Zhou, Dhaval C Patel, Roman Vaculin
- ICLR 2026 Poster
- Readers: Everyone
XML data mediator integrated solution for xml roundtrip from xml to relational
Nianjun Zhou, George A. Mihaila, Dikran S. Meliksetian
- 2004 (modified: 12 Nov 2022)
- WWW (Alternate Track Papers & Posters) 2004
- Readers: Everyone

Co-Authors