Nianjun Zhou

59 papers A* 4A 6B 5C 2Journal 15Unranked 27
YearRankTypeTitle / Venue / Authors
2026 A* conf
AssetOpsBench-Live: Privacy-Aware Online Evaluation of Multi-Agent Performance in Industrial Operations.
AAAI
Dhaval Patel, Nianjun Zhou, Shuxin Lin, James T. Rayfield, Chathurangi Shyalika, Suryanarayana Reddy Yarrabothula
2026 — conf
Can Synthetic Spam Beat Real-World Detectors? Evaluating LLMs' Dual Role in Spam Generation and Detection.
ICISSP (1)
Tianyu Wang, Nianjun Zhou, Zhixiong Chen
2026 A* conf
Deployed AI Agents for Industrial Asset Management: CodeReAct Framework for Event Analysis and Work Order Automation.
AAAI
Nianjun Zhou, Dhaval Patel, Anamitra Bhattacharyya
2026 J jnl
Evidence-Driven Reasoning for Industrial Maintenance Using Heterogeneous Data.
CoRR
Fearghal O'Donncha, Nianjun Zhou, Natalia Martinez, James T. Rayfield, Fenno F. Terry Heath III, Abigail Langbridge, Roman Vaculín
2026 J jnl
From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for LLM Agents.
CoRR
Ling Yue, Kushal Raj Bhandari, Ching-Yun Ko, Dhaval Patel, Shuxin Lin, Nianjun Zhou, Jianxi Gao, Pin-Yu Chen, Shaowu Pan
2025 J jnl
AssetOpsBench: Benchmarking AI Agents for Task Automation in Industrial Asset Operations and Maintenance.
CoRR
Dhaval Patel, Shuxin Lin, James T. Rayfield, Nianjun Zhou, Roman Vaculín, Natalia Martinez Gil, Fearghal O'Donncha, Jayant Kalagnanam
2025 J jnl
Chat-of-Thought: Collaborative Multi-Agent System for Generating Domain Specific Information.
CoRR
Christodoulos Constantinides, Shuxin Lin, Nianjun Zhou, Dhaval Patel
2025 J jnl
CyberMentor: AI Powered Learning Tool Platform to Address Diverse Student Needs in Cybersecurity Education.
CoRR
Tianyu Wang, Nianjun Zhou, Zhixiong Chen
2025 B conf
Decentralized Identification and Communitycorroborated for Multi-Agent Access Control and Trust Management.
IEEE Big Data
Zhixiong Chden, Tianyu Wang, Nianjun Zhou, Deming Chen
2025 — conf
ReAct Meets Industrial IoT: Language Agents for Data Access.
EMNLP (Industry Track)
James T. Rayfield, Shuxin Lin, Nianjun Zhou, Dhaval Patel
2025 J jnl
Toward a Trustworthy Optimization Modeling Agent via Verifiable Synthetic Data Generation.
CoRR
Vinícius Lima, Dzung T. Phan, Jayant Kalagnanam, Dhaval Patel, Nianjun Zhou
2024 J jnl
Enhancing Computer Programming Education with LLMs: A Study on Effective Prompt Engineering for Python Code Generation.
CoRR
Tianyu Wang, Nianjun Zhou, Zhixiong Chen
2024 J jnl
Towards Automated Solution Recipe Generation for Industrial Asset Management with LLM.
CoRR
Nianjun Zhou, Dhaval Patel, Shuxin Lin, Fearghal O'Donncha
2023 J jnl
Multiobjective Data-Driven Production Optimization With a Feedback Mechanism.
IEEE Trans. Ind. Informatics
Victoria Kusherbaeva, Nianjun Zhou
2022 J jnl
AI-Based Real-Time Site-Wide Optimization for Process Manufacturing.
INFORMS J. Appl. Anal.
Jayant Kalagnanam, Dzung T. Phan, Pavankumar Murali, Lam M. Nguyen, Nianjun Zhou, Dharmashankar Subramanian, Raju Pavuluri, Xiang Ma, Crystal Lui, Giovane Cesar Da Silva
2021 J jnl
DQDF: Data-Quality-Aware Dataframes.
Proc. VLDB Endow.
Phanwadee Sinthong, Dhaval Patel, Nianjun Zhou, Shrey Shrivastava, Arun Iyengar, Anuradha Bhamidipaty
2021 — conf
Interpretable Multi-Step Production Optimization Utilizing IoT Sensor Data.
WF-IoT
Victoria Kusherbaeva, Nianjun Zhou, Dharmashankar Subramanian
2020 — conf
A Verifiable Imputation Analysis for Univariate Time Series and Enabling Package.
IEEE BigData
Nianjun Zhou, Dhaval Patel, Arun Iyengar, Shrey Shrivastava, Anuradha Bhamidipaty
2020 B conf
Analysis of Viability of TCGA and GTEx Gene Expression for Gleason Grade Identification.
AIME
Matthew Casey, Nianjun Zhou
2020 B conf
Cross-Cancer Genome Analysis on Cancer Classification Using Both Unsupervised and Supervised Approaches.
BigData
Jonathan Zhou, Baldwin Chen, Nianjun Zhou
2020 — conf
DQLearn : A Toolkit for Structured Data Quality Learning.
IEEE BigData
Shrey Shrivastava, Dhaval Patel, Nianjun Zhou, Arun Iyengar, Anuradha Bhamidipaty
2020 — conf
Doctor for Machines: A Failure Pattern Analysis Solution for Industry 4.0.
IEEE BigData
Dhaval Patel, Nianjun Zhou, Shrey Shrivastava, Jayant Kalagnanam
2020 — conf
FLOps: On Learning Important Time Series Features for Real-Valued Prediction.
IEEE BigData
Dhaval Patel, Syed Yousaf Shah, Nianjun Zhou, Shrey Shrivastava, Arun Iyengar, Anuradha Bhamidipaty, Jayant Kalagnanam
2020 — conf
Real-Time Data Quality Analysis.
CogMI
Arun Iyengar, Dhaval Patel, Shrey Shrivastava, Nianjun Zhou, Anuradha Bhamidipaty
2019 B conf
A Machine Learning Approach to Prostate Cancer Risk Classification Through Use of RNA Sequencing Data.
BigData
Matthew Casey, Baldwin Chen, Jonathan Zhou, Nianjun Zhou
2019 — conf
A Prediction-Optimization Framework for Site-Wide Process Optimization.
ICIOT
Dharmashankar Subramanian, Pavankumar Murali, Nianjun Zhou, Xiang Ma, Giovane Cesar Da Silva, Raju Pavuluri, Jayant Kalagnanam
2016 — conf
End-to-End Solution with Clustering Method for Attrition Analysis.
SCC
Nianjun Zhou, Wesley M. Gifford, Junchi Yan, Hongfei Li
2016 J jnl
Towards a problem-value-constraint framework for maximising business value through minimising under design and over design.
Int. J. Serv. Technol. Manag.
Yucong Duan, Guohua Fu, Nianjun Zhou, Xiaobing Sun, Mingdong Tang, Honghao Gao
2015 — conf
A Problem-Value-Constraint Framework for Minimizing Under Design and Over Design in Web Service Based System Development.
ICSS
Yucong Duan, Chengxiang Ren, Nianjun Zhou, Xiaobing Sun, Mingdong Tang, Honghao Gao
2015 — conf
Causality-Driven Performance Monitoring and Scaling Automation for Managed Solutions.
SCC
Nianjun Zhou, Ajay Mohindra
2015 B conf
Everything as a Service (XaaS) on the Cloud: Origins, Current and Future Trends.
CLOUD
Yucong Duan, Guohua Fu, Nianjun Zhou, Xiaobing Sun, Nanjangud C. Narendra, Bo Hu
2015 A conf
Hierarchical Aggregation of Consumer Ratings for Service Ecosystem.
ICWS
Rohit Ranchal, Ajay Mohindra, Nianjun Zhou, Shubir Kapoor, Bharat K. Bhargava
2014 — conf
Causality Analysis of IT Capabilities to Achieve Maximum Business Outcomes.
IEEE SCC
Nianjun Zhou, Satya V. Nitta, Ajay Mohindra
2014 A conf
Exploring Cloud Service Brokering from an Interface Perspective.
ICWS
Yucong Duan, Nanjangud C. Narendra, Wencai Du, Yongzhi Wang, Nianjun Zhou
2014 — conf
On the Quantification of Global Team Performance and Profitability.
IEEE SCC
Nianjun Zhou, Wesley M. Gifford, Krishna Ratakonda, Gregory H. Westerwick, Carl Engel
2013 — conf
Toward a Flexible Bidding Strategy with Preference Analysis.
IEEE SCC
Nianjun Zhou, Wesley M. Gifford, Krishna Ratakonda
2012 — conf
On the Analysis of Global Team Performance.
SRII Global Conference
Nianjun Zhou, Wesley M. Gifford, Krishna Ratakonda
2012 — conf
Towards a Formal Model for Optimal Task-Site Allocation and Effort Estimation in Global Software Development.
SRII Global Conference
Nanjangud C. Narendra, Karthikeyan Ponnalagu, Nianjun Zhou, Wesley M. Gifford
2011 — conf
A Pattern-Based Approach to Cloud Transformation.
IEEE CLOUD
Yi-Min Chee, Nianjun Zhou, Fan Jing Meng, Saeed Bagheri, Peide Zhong
2011 A conf
A Service Model for Development and Test Clouds.
ICSOC
Debdoot Mukherjee, Monika Gupta, Vibha Singhal Sinha, Nianjun Zhou
2011 — conf
Leveraging Cloud Platform for Custom Application Development.
IEEE SCC
Nianjun Zhou, Da Peng An, Liang-Jie Zhang, Chih-Hong Wong
2010 C conf
Formalizing "Traceability' for Architectural Evolutions.
APSCC
Liang-Jie Zhang, Vishal Dwivedi, Nianjun Zhou
2010 — conf
Legacy Asset Analysis and Integration in Model-Driven SOA Solution.
IEEE SCC
Nianjun Zhou, Liang-Jie Zhang, Yi-Min Chee, Lei Chen
2009 A conf
Analytic Architecture Assessment in SOA Solution Design and its Engineering Application.
ICWS
Nianjun Zhou, Liang-Jie Zhang
2009 A conf
Design Quality Analytics of Traceability Enablement in Service-Oriented Solution Design Environment.
ICWS
Liang-Jie Zhang, Zhi-Hong Mao, Nianjun Zhou
2009 — conf
Evaluating Service Identification with Design Metrics on Business Process Decomposition.
IEEE SCC
Qian Ma, Nianjun Zhou, Yanfeng Zhu, Hao Wang
2009 J jnl
Information theoretic analysis of proactive routing overhead in mobile ad hoc networks.
IEEE Trans. Inf. Theory
Nianjun Zhou, Alhussein A. Abouzeid
2009 — conf
Quantitative Modeling of Communication Cost for Global Service Delivery.
IEEE SCC
Nianjun Zhou, Qian Ma, Krishna Ratakonda
2008 — conf
A Graph Theory Based Impact and Completion Analysis Framework and Applications for Modeling SOA Solution Components.
IEEE SCC (1)
Nianjun Zhou, Liang-Jie Zhang
2008 A conf
Coding-Free Model-Driven Enablement Framework and Engineering Practices of a Context-Aware SOA Modeling Environment.
ICWS
Nianjun Zhou, Yi-Min Chee, Liang-Jie Zhang
2008 J jnl
SOMA-ME: A platform for the model-driven design of SOA solutions.
IBM Syst. J.
Liang-Jie Zhang, Nianjun Zhou, Yi-Min Chee, Ahamed Jalaldeen, Karthikeyan Ponnalagu, Renuka Sindhgatta, Ali Arsanjani, Fausto Bernardini
2006 C conf
Computational Efficiency and Practical Implications for a Client Grid.
HPCC
Nianjun Zhou, Richard Alimi
2006 — conf
Optimal Information Gathering Scheme over a Scalable Grid Information Services Architecture.
WEBIST (1)
Nianjun Zhou, Dikran S. Meliksetian, Jean-Pierre Prost, Irwin Boutboul
2005 A* conf
Routing in ad hoc networks: a theoretical framework with practical implications.
INFOCOM
Nianjun Zhou, Alhussein A. Abouzeid
2005 J jnl
The impact of traffic patterns on the overhead of reactive routing protocols.
IEEE J. Sel. Areas Commun.
Nianjun Zhou, Huaming Wu, Alhussein A. Abouzeid
2004 — conf
XML data mediator integrated solution for xml roundtrip from xml to relational.
WWW (Alternate Track Papers & Posters)
Nianjun Zhou, George A. Mihaila, Dikran S. Meliksetian
2003 — conf
Information-Theoretic Bounds for Mobile Ad-hoc Networks Routing Protocols.
ICOIN
Nianjun Zhou, Alhussein A. Abouzeid
2003 A* conf
Reactive routing overhead in networks with unreliable nodes.
MobiCom
Nianjun Zhou, Huaming Wu, Alhussein A. Abouzeid
2002 — conf
Transforming the content management process at IBM.com.
CHI Case Studies
Louis Weitzman, Sara Elo Dean, Dikran S. Meliksetian, Kapil Gupta, Nianjun Zhou, Jessica Wu