Dhaval Patel

90 papers A* 13A 6B 6C 1Misc 3Journal 27Unranked 34
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 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 A* conf
Diversity Meets Relevancy: Multi-Agent Knowledge Probing for Industry 4.0 Applications.
AAAI
Christodoulos Constantinides, Dhaval Patel, Scott Kimbleton, Nishu Garg, Muhammad Paracha
2026 J jnl
Efficient Embedding-based Synthetic Data Generation for Complex Reasoning Tasks.
CoRR
Srideepika Jayaraman, Achille Fokoue, Dhaval Patel, Jayant Kalagnanam
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
2026 A* conf
SPIRAL: Symbolic LLM Planning via Grounded and Reflective Search.
AAAI
Yifan Zhang, Giridhar Ganapavarapu, Srideepika Jayaraman, Bhavna Agrawal, Dhaval Patel, Achille Fokoue
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
FailureSensorIQ: A Multi-Choice QA Dataset for Understanding Sensor Relationships and Failure Modes.
CoRR
Christodoulos Constantinides, Dhaval Patel, Shuxin Lin, Claudio Guerrero, Sunil Dagajirao Patil, Jayant Kalagnanam
2025 J jnl
Fine-Tuned Thoughts: Leveraging Chain-of-Thought Reasoning for Industrial Asset Health Monitoring.
CoRR
Shuxin Lin, Dhaval Patel, Christodoulos Constantinides
2025 J jnl
LLM Assisted Anomaly Detection Service for Site Reliability Engineers: Enhancing Cloud Infrastructure Resilience.
CoRR
Nimesh Jha, Shuxin Lin, Srideepika Jayaraman, Kyle Frohling, Christodoulos Constantinides, Dhaval Patel
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
SPIRAL: Symbolic LLM Planning via Grounded and Reflective Search.
CoRR
Yifan Zhang, Giridhar Ganapavarapu, Srideepika Jayaraman, Bhavna Agrawal, Dhaval Patel, Achille Fokoue
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
2025 J jnl
Towards Building General Purpose Embedding Models for Industry 4.0 Agents.
CoRR
Christodoulos Constantinides, Shuxin Lin, Dhaval Patel
2024 A conf
Identifying Homogeneous and Interpretable Groups for Conformal Prediction.
UAI
Natalia Martinez Gil, Dhaval Patel, Chandra Reddy, Giridhar Ganapavarapu, Roman Vaculín, Jayant Kalagnanam
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 A* conf
AI Model Factory: Scaling AI for Industry 4.0 Applications.
AAAI
Dhaval Patel, Shuxin Lin, Dhruv Shah, Srideepika Jayaraman, Joern Ploennigs, Anuradha Bhamidipati, Jayant Kalagnanam
2023 A* conf
Foundations and Applications in Large-scale AI Models: Pre-training, Fine-tuning, and Prompt-based Learning.
KDD
Derek Zhiyuan Cheng, Dhaval Patel, Linsey Pang, Sameep Mehta, Kexin Xie, Ed H. Chi, Wei Liu, Nitesh V. Chawla, James Bailey
2022 A* conf
AnomalyKiTS: Anomaly Detection Toolkit for Time Series.
AAAI
Dhaval Patel, Giridhar Ganapavarapu, Srideepika Jayaraman, Shuxin Lin, Anuradha Bhamidipaty, Jayant Kalagnanam
2022 B conf
DSServe - Data Science using Serverless.
IEEE Big Data
Dhaval Patel, Shuxin Lin, Jayant Kalagnanam
2022 A* conf
Time Series Anomaly Detection Toolkit for Data Scientist.
ICDE
Dhaval Patel, Dzung Phan, Markus Mueller
2022 A* conf
Toolkit for Time Series Anomaly Detection.
KDD
Dhaval Patel, Dzung Phan, Markus Mueller, Amaresh Rajasekharan
2021 A* conf
A Transformer-based Framework for Multivariate Time Series Representation Learning.
KDD
George Zerveas, Srideepika Jayaraman, Dhaval Patel, Anuradha Bhamidipaty, Carsten Eickhoff
2021 — conf
Asset Modeling using Serverless Computing.
IEEE BigData
Srideepika Jayaraman, Chandra Reddy, Elham Khabiri, Dhaval Patel, Anuradha Bhamidipaty, Jayant Kalagnanam
2021 — conf
AutoAI-TS: AutoAI for Time Series Forecasting.
SIGMOD Conference
Syed Yousaf Shah, Dhaval Patel, Long Vu, Xuan-Hong Dang, Bei Chen, Peter Kirchner, Horst Samulowitz, David Wood, Gregory Bramble, Wesley M. Gifford, Giridhar Ganapavarapu, Roman Vaculín, Petros Zerfos
2021 J jnl
AutoAI-TS: AutoAI for Time Series Forecasting.
CoRR
Syed Yousaf Shah, Dhaval Patel, Long Vu, Xuan-Hong Dang, Bei Chen, Peter Kirchner, Horst Samulowitz, David Wood, Gregory Bramble, Wesley M. Gifford, Giridhar Ganapavarapu, Roman Vaculín, Petros Zerfos
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
Scaling Anomaly Detection Service Using Serverless Technology.
IEEE BigData
Dhaval Patel, Shuxin Lin, Srideepika Jayaraman, Giridhar Ganapavarapu, Anuradha Bhamidipaty, Jayant Kalagnanam
2021 J jnl
Time Series Clustering for Human Behavior Pattern Mining.
CoRR
Rohan Kabra, Divya Saxena, Dhaval Patel, Jiannong Cao
2020 J jnl
A Transformer-based Framework for Multivariate Time Series Representation Learning.
CoRR
George Zerveas, Srideepika Jayaraman, Dhaval Patel, Anuradha Bhamidipaty, Carsten Eickhoff
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 — conf
DQLearn : A Toolkit for Structured Data Quality Learning.
IEEE BigData
Shrey Shrivastava, Dhaval Patel, Nianjun Zhou, Arun Iyengar, Anuradha Bhamidipaty
2020 J jnl
DiNer - On Building Multilingual Disease-News Profiler.
Trans. Large Scale Data Knowl. Centered Syst.
Sajal Rustagi, Dhaval Patel
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
2020 — conf
Smart-ML: A System for Machine Learning Model Exploration using Pipeline Graph.
IEEE BigData
Dhaval Patel, Shrey Shrivastava, Wesley M. Gifford, Stuart Siegel, Jayant Kalagnanam, Chandra Reddy
2019 — conf
DQA: Scalable, Automated and Interactive Data Quality Advisor.
IEEE BigData
Shrey Shrivastava, Dhaval Patel, Anuradha Bhamidipaty, Wesley M. Gifford, Stuart A. Siegel, Venkata Sitaramagiridharganesh Ganapavarapu, Jayant R. Kalagnanam
2019 A conf
Industry Specific Word Embedding and its Application in Log Classification.
CIKM
Elham Khabiri, Wesley M. Gifford, Bhanukiran Vinzamuri, Dhaval Patel, Pietro Mazzoleni
2019 J jnl
NE
Knowl. Inf. Syst.
Swati Gupta, Dhaval Patel
2019 A conf
Providing Cooperative Data Analytics for Real Applications Using Machine Learning.
ICDCS
Arun Iyengar, Jayant Kalagnanam, Dhaval Patel, Chandra Reddy, Shrey Shrivastava
2019 A conf
ThunderML: A Toolkit for Enabling AI/ML Models on Cloud for Industry 4.0.
ICWS
Shrey Shrivastava, Dhaval Patel, Wesley M. Gifford, Stuart Siegel, Jayant Kalagnanam
2018 — conf
ChieF: A Change Pattern based Interpretable Failure Analyzer.
IEEE BigData
Dhaval Patel, Lam M. Nguyen, Akshay Rangamani, Shrey Shrivastava, Jayant Kalagnanam
2018 — conf
News Category Network based Approach for News Source Recommendations.
ICACCI
Swati Gupta, Shagun Sodhani, Dhaval Patel, Biplab Banerjee
2018 — conf
STIPA: A Memory Efficient Technique for Interval Pattern Discovery.
IEEE BigData
Amit Kumar Sharma, Dhaval Patel
2018 J jnl
Spatial Co-location Pattern Mining - A new perspective using Graph Database.
CoRR
Sanket Vaibhav Mehta, Shagun Sodhani, Dhaval Patel
2017 — conf
A fast and scalable crowd sensing based trajectory tracking system.
IC3
Rajdeep Niyogi, Tarun Kulshrestha, Dhaval Patel
2017 — conf
An Improved Smartphone-Based Non-Participatory Crowd Monitoring System in Smart Environments.
CSE/EUC (2)
Tarun Kulshrestha, Divya Saxena, Rajdeep Niyogi, Manoj Misra, Dhaval Patel
2017 — conf
Mining Credible and Relevant News from Social Networks.
BDA
Ankur Garg, Varun Syal, Pankaj Gudlani, Dhaval Patel
2017 A conf
Named Entity Classification Using Search Engine's Query Suggestions.
ECIR
Jayendra Barua, Dhaval Patel
2017 — conf
On Discovery of permanent land cover changes using time series segmentation approach.
CODS
Amod Aggarwal, Dhaval Patel, Markand P. Oza
2017 — conf
Smart pilgrim: A mobile-sensor-cloud based system to safeguard pilgrims through smart environment.
IC3
Rajdeep Niyogi, Manoj Misra, Tarun Kulshrestha, Dhaval Patel
2017 — conf
Time-aware relation extraction for entities using news headlines.
ICACCI
Nivedita Sinha, Jayendra Barua, Rajdeep Niyogi, Dhaval Patel
2016 J jnl
AcT: Accuracy-aware crawling techniques for cloud-crawler.
World Wide Web
Kanik Gupta, Vishal Mittal, Bazir Bishnoi, Siddharth Maheshwari, Dhaval Patel
2016 B conf
Discovery, Enrichment and Disambiguation of Acronyms.
DaWaK
Jayendra Barua, Dhaval Patel
2016 J jnl
E3 : Keyphrase based News Event Exploration Engine.
CoRR
Nikita Jain, Swati Gupta, Dhaval Patel
2016 — conf
E3: Keyphrase based News Event Exploration Engine.
HT
Nikita Jain, Swati Gupta, Dhaval Patel
2016 — conf
Lightweight system for NE-tagged news headlines corpus creation.
IEEE BigData
Avinash Kumar, Dhaval Patel, Nikita Jain
2016 — conf
SL - FII: Syntactic and Lexical Constraints with Frequency based Iterative Improvement for Disease Mention Recognition in News Headlines.
BAI@IJCAI
Sidak Pal Singh, Sopan Khosla, Sajal Rustagi, Manisha Patel, Dhaval Patel
2016 Misc conf
Tools, Techniques and Case Studies for Text Analytics for Real World Problems.
COMAD
Sameep Mehta, Dhaval Patel
2016 Misc conf
Top-K High Utility Episode Mining from a Complex Event Sequence.
COMAD
Sonam Rathore, Siddharth Dawar, Vikram Goyal, Dhaval Patel
2015 — conf
Class Aware Exemplar Discovery from Microarray Gene Expression Data.
BDA
Shivani Sharma, Abhinna Agrawal, Dhaval Patel
2015 A* conf
Did You Know? - Mining Interesting Trivia for Entities from Wikipedia.
IJCAI
Abhay Prakash, Manoj Kumar Chinnakotla, Dhaval Patel, Puneet Garg
2015 — conf
Efficient Skyline Itemsets Mining.
C3S2E
Vikram Goyal, Ashish Sureka, Dhaval Patel
2015 — conf
GPU-based out-of-core MDL clustering algorithm.
CODS
Piyush Madan, Jaismeen Kaur, Sheetal Bhavsar, Dhaval Patel, Manoj Mishra
2015 A conf
Identifying Top-k Consistent News-Casters on Twitter.
CIKM
Sahisnu Mazumder, Sameep Mehta, Dhaval Patel
2015 J jnl
LinkNet: capturing temporal dependencies among spatial regions.
Distributed Parallel Databases
Dhaval Patel, Wynne Hsu, Mong-Li Lee
2015 J jnl
On Discovery of Spatiotemporal Influence-Based Moving Clusters.
ACM Trans. Intell. Syst. Technol.
Dhaval Patel
2015 J jnl
Techniques for Deep Query Understanding.
CoRR
Abhay Prakash, Dhaval Patel
2015 B conf
TiDE: Template-Independent Discourse Data Extraction.
DaWaK
Jayendra Barua, Dhaval Patel, Vikram Goyal
2015 — conf
k-Consistent Influencers in Network Data.
DASFAA (2)
Enliang Xu, Wynne Hsu, Mong-Li Lee, Dhaval Patel
2014 B conf
ActMiner: Discovering Location-Specific Activities from Community-Authored Reviews.
DaWaK
Sahisnu Mazumder, Dhaval Patel, Sameep Mehta
2014 J jnl
Detecting click fraud in online advertising: a data mining approach.
J. Mach. Learn. Res.
Richard Jayadi Oentaryo, Ee-Peng Lim, Michael Finegold, David Lo, Feida Zhu, Clifton Phua, Eng-Yeow Cheu, Ghim-Eng Yap, Kelvin Sim, Minh Nhut Nguyen, Kasun S. Perera, Bijay Neupane, Mustafa Amir Faisal, Zeyar Aung, Wei Lee Woon, Wei Chen, Dhaval Patel, Daniel Berrar
2014 — conf
Inferring Topic-Level Influence from Network Data.
DEXA (2)
Enliang Xu, Wynne Hsu, Mong-Li Lee, Dhaval Patel
2014 C conf
Mobile health application for early disease outbreak-period detection.
Healthcom
Preetika Rani, Vaskar Raychoudhury, Sandeep Singh Sandha, Dhaval Patel
2014 — conf
NewsInstaMiner: Enriching News Article Using Instagram.
BDA
Mohit Thakur, Dhaval Patel, Shrikant Kumar, Jayendra Barua
2014 Misc conf
Removing Noise Content from Online News Articles.
COMAD
Jayendra Barua, Dhaval Patel, Ankur Agrawal
2013 J jnl
Efficient Mining of Lag Patterns in Evolving Time Series.
Trans. Large Scale Data Knowl. Centered Syst.
Dhaval Patel, Wynne Hsu, Mong-Li Lee
2013 J jnl
Incorporating duration and region association information in trajectory classification.
J. Locat. Based Serv.
Dhaval Patel
2013 J jnl
Incremental Mining of Top-k Maximal Influential Paths in Network Data.
Trans. Large Scale Data Knowl. Centered Syst.
Enliang Xu, Wynne Hsu, Mong-Li Lee, Dhaval Patel
2012 A* conf
Incorporating Duration Information for Trajectory Classification.
ICDE
Dhaval Patel, Chang Sheng, Wynne Hsu, Mong-Li Lee
2012 A* conf
Integrating Frequent Pattern Mining from Multiple Data Domains for Classification.
ICDE
Dhaval Patel, Wynne Hsu, Mong-Li Lee
2012 — conf
Top-k Maximal Influential Paths in Network Data.
DEXA (1)
Enliang Xu, Wynne Hsu, Mong-Li Lee, Dhaval Patel
2011 B conf
Discriminative Mutation Chains in Virus Sequences.
ICTAI
Dhaval Patel, Wynne Hsu, Mong-Li Lee
2010 — conf
Interval-Orientation Patterns in Spatio-temporal Databases.
DEXA (1)
Dhaval Patel
2010 — conf
Lag Patterns in Time Series Databases.
DEXA (2)
Dhaval Patel, Wynne Hsu, Mong-Li Lee, Srinivasan Parthasarathy
2009 — conf
Analyzing Abnormal Events from Spatio-temporal Trajectories.
ICDM Workshops
Dhaval Patel, Chidansh Amitkumar Bhatt, Wynne Hsu, Mong-Li Lee, Mohan S. Kankanhalli
2008 — conf
Mining relationships among interval-based events for classification.
SIGMOD Conference
Dhaval Patel, Wynne Hsu, Mong-Li Lee
2006 B conf
An Adaptive Negotiation Strategy for Electronic Transactions.
EDOC
Dhaval Patel, Arobinda Gupta