Vinod Muthusamy
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
56
Venues
22
Active years
2004–2025
Best venue rank
A*
Where they publish
- ABPM11 papers
- AICDCS9 papers
- AMiddleware8 papers
- BIC2E4 papers
- A*EMNLP3 papers
- A*AAAI3 papers
- A*IJCAI2 papers
- A*KDD2 papers
- A*ACL1 paper
- BMASCOTS1 paper
- CAIES1 paper
- ADSN1 paper
- AOOPSLA1 paper
- A*ICSE1 paper
- MulticonferenceSAC1 paper
- ASDM1 paper
- AICWS1 paper
- BICPADS1 paper
- CIPCCC1 paper
- A*MOBICOM1 paper
- CMobiquitous1 paper
- BMDM1 paper
Papers
56 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | EMNLP | OptiSeq: Ordering Examples On-The-Fly for In-Context Learning. | Rahul Atul Bhope, Praveen Venkateswaran, K. R. Jayaram, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian |
| 2025 | EMNLP | FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows. | Evelyn Duesterwald, Siyu Huo, Vatche Isahagian, K. R. Jayaram, Ritesh Kumar, Vinod Muthusamy, Punleuk Oum, Debashish Saha, Gegi Thomas, Praveen Venkateswaran |
| 2025 | Middleware | In-Context Example Ordering for LLM-Based API Sequence Generation. | Rahul Atul Bhope, Praveen Venkateswaran, K. R. Jayaram, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian |
| 2024 | AAAI | Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search. | Walter Gerych, Yara Rizk, Vatche Isahagian, Vinod Muthusamy, Evelyn Duesterwald, Praveen Venkateswaran |
| 2024 | ACL | API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs. | Kinjal Basu, Ibrahim Abdelaziz, Subhajit Chaudhury, Soham Dan, Maxwell Crouse, Asim Munawar, Vernon Austel, Sadhana Kumaravel, Vinod Muthusamy, Pavan Kapanipathi, Luis A. Lastras |
| 2024 | Middleware | A Conversational Assistant Framework for Automation. | Evelyn Duesterwald, Vatche Isahagian, K. R. Jayaram, Ritesh Kumar, Vinod Muthusamy, Punleuk Oum, Gegi Thomas, Praveen Venkateswaran |
| 2023 | AAAI | Towards Hybrid Automation by Bootstrapping Conversational Interfaces for IT Operation Tasks. | Jayachandu Bandlamudi, Kushal Mukherjee, Prerna Agarwal, Sampath Dechu, Siyu Huo, Vatche Isahagian, Vinod Muthusamy, Naveen Purushothaman, Renuka Sindhgatta |
| 2023 | BPM | Accelerating the Support of Conversational Interfaces for RPAs Through APIs. | Siyu Huo, Kushal Mukherjee, Jayachandu Bandlamudi, Vatche Isahagian, Vinod Muthusamy, Yara Rizk |
| 2023 | BPM | A Case for Business Process-Specific Foundation Models. | Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Austin Narcomey, Vinod Muthusamy |
| 2023 | EMNLP | Towards large language model-based personal agents in the enterprise: Current trends and open problems. | Vinod Muthusamy, Yara Rizk, Kiran Kate, Praveen Venkateswaran, Vatche Isahagian, Ashu Gulati, Parijat Dube |
| 2023 | Middleware | Publish-subscribe with large language models: Improving expressiveness with natural language and generated custom notifications: Poster Abstract. | Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski |
| 2022 | BPM | Can You Teach Robotic Process Automation Bots New Tricks? | Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy, Kartik Talamadupula |
| 2022 | IJCAI | Summarizing Process Traces for Analysis Tasks: An Intuitive and User-controlled Approach. | Phuong Nguyen, Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski |
| 2022 | IJCAI | Towards Continual Learning in Interactive Digital Assistants for Process Automation. | Praveen Venkateswaran, Vinod Muthusamy, Yara Rizk, Vatche Isahagian |
| 2022 | KDD | A Process-Aware Decision Support System for Business Processes. | Prerna Agarwal, Buyu Gao, Siyu Huo, Prabhat Reddy, Sampath Dechu, Yazan Obeidi, Vinod Muthusamy, Vatche Isahagian, Sebastian Carbajales |
| 2022 | MASCOTS | Just-in-Time Aggregation for Federated Learning. | K. R. Jayaram, Ashish Verma, Gegi Thomas, Vinod Muthusamy |
| 2021 | BPM | Graph Autoencoders for Business Process Anomaly Detection. | Siyu Huo, Hagen Vlzer, Prabhat Reddy, Prerna Agarwal, Vatche Isahagian, Vinod Muthusamy |
| 2021 | BPM | Bringing BPM to the Workers: Towards Worker-Centric Management of Business Processes. | Vinod Muthusamy, Vatche Isahagian, Yara Rizk |
| 2021 | BPM | Robust and Generalizable Predictive Models for Business Processes. | Praveen Venkateswaran, Vinod Muthusamy, Vatche Isahagian, Nalini Venkatasubramanian |
| 2021 | KDD | Environment Agnostic Invariant Risk Minimization for Classification of Sequential Datasets. | Praveen Venkateswaran, Vinod Muthusamy, Vatche Isahagian, Nalini Venkatasubramanian |
| 2020 | AAAI | AI Trust in Business Processes: The Need for Process-Aware Explanations. | Steve T. K. Jan, Vatche Ishakian, Vinod Muthusamy |
| 2020 | AIES | Data Augmentation for Discrimination Prevention and Bias Disambiguation. | Shubham Sharma, Yunfeng Zhang, Jess M. Ros Aliaga, Djallel Bouneffouf, Vinod Muthusamy, Kush R. Varshney |
| 2020 | BPM | From Robotic Process Automation to Intelligent Process Automation - - Emerging Trends -. | Tathagata Chakraborti, Vatche Isahagian, Rania Khalaf, Yasaman Khazaeni, Vinod Muthusamy, Yara Rizk, Merve Unuvar |
| 2020 | BPM | A Conversational Digital Assistant for Intelligent Process Automation. | Yara Rizk, Vatche Isahagian, Scott Boag, Yasaman Khazaeni, Merve Unuvar, Vinod Muthusamy, Rania Khalaf |
| 2019 | IC2E | ModelOps: Cloud-Based Lifecycle Management for Reliable and Trusted AI. | Waldemar Hummer, Vinod Muthusamy, Thomas Rausch, Parijat Dube, Kaoutar El Maghraoui, Anupama Murthi, Punleuk Oum |
| 2019 | IC2E | The Future of Computing is Boring (and that is exciting!). | Aleksander Slominski, Vinod Muthusamy, Vatche Ishakian |
| 2019 | ICDCS | HyScale: Hybrid and Network Scaling of Dockerized Microservices in Cloud Data Centres. | Anthony Kwan, Jonathon Wong, Hans-Arno Jacobsen, Vinod Muthusamy |
| 2019 | Middleware | FfDL: A Flexible Multi-tenant Deep Learning Platform. | K. R. Jayaram, Vinod Muthusamy, Parijat Dube, Vatche Ishakian, Chen Wang, Benjamin Herta, Scott Boag, Diana Arroyo, Asser N. Tantawi, Archit Verma, Falk Pollok, Rania Khalaf |
| 2018 | DSN | Dependability in a Multi-tenant Multi-framework Deep Learning as-a-Service Platform. | Scott Boag, Parijat Dube, Kaoutar El Maghraoui, Benjamin Herta, Waldemar Hummer, K. R. Jayaram, Rania Khalaf, Vinod Muthusamy, Michael H. Kalantar, Archit Verma |
| 2018 | IC2E | Serving Deep Learning Models in a Serverless Platform. | Vatche Ishakian, Vinod Muthusamy, Aleksander Slominski |
| 2017 | BPM | BPM for the Masses: Empowering Participants of Cognitive Business Processes. | Aleksander Slominski, Vinod Muthusamy |
| 2017 | ICDCS | Subscription Covering for Relevance-Based Filtering in Content-Based Publish/Subscribe Systems. | Kaiwen Zhang, Vinod Muthusamy, Mohammad Sadoghi, Hans-Arno Jacobsen |
| 2017 | ICDCS | Serverless Programming (Function as a Service). | Paul C. Castro, Vatche Ishakian, Vinod Muthusamy, Aleksander Slominski |
| 2017 | Middleware | Efficient covering for top-k filtering in content-based publish/subscribe systems. | Kaiwen Zhang, Mohammad Sadoghi, Vinod Muthusamy, Hans-Arno Jacobsen |
| 2017 | Middleware | A serverless topic-based and content-based pub/sub broker: demo. | Pezhman Nasirifard, Aleksander Slominski, Vinod Muthusamy, Vatche Ishakian, Hans-Arno Jacobsen |
| 2017 | OOPSLA | The serverless trilemma: function composition for serverless computing. | Ioana Baldini, Perry Cheng, Stephen J. Fink, Nick Mitchell, Vinod Muthusamy, Rodric Rabbah, Philippe Suter, Olivier Tardieu |
| 2016 | ICSE | Cloud-native, event-based programming for mobile applications. | Ioana Baldini, Paul C. Castro, Perry Cheng, Stephen J. Fink, Vatche Ishakian, Nick Mitchell, Vinod Muthusamy, Rodric Rabbah, Philippe Suter |
| 2016 | SAC | Planning the transformation of overlays. | Young Yoon, Nathan Robinson, Vinod Muthusamy, Sheila A. McIlraith, Hans-Arno Jacobsen |
| 2016 | SDM | Process Trace Clustering: A Heterogeneous Information Network Approach. | Phuong Nguyen, Aleksander Slominski, Vinod Muthusamy, Vatche Ishakian, Klara Nahrstedt |
| 2015 | IC2E | Building a Multi-tenant Cloud Service from Legacy Code with Docker Containers. | Aleksander Slominski, Vinod Muthusamy, Rania Khalaf |
| 2015 | ICDCS | Congestion Avoidance with Incremental Filter Aggregation in Content-Based Routing Networks. | Mingwen Chen, Songlin Hu, Vinod Muthusamy, Hans-Arno Jacobsen |
| 2015 | ICDCS | Towards Planning the Transformation of Overlays. | Young Yoon, Nathan Robinson, Vinod Muthusamy, Sheila A. McIlraith, Hans-Arno Jacobsen |
| 2014 | ICWS | A Graph-Based Data Model for API Ecosystem Insights. | Erik Wittern, Jim Laredo, Maja Vukovic, Vinod Muthusamy, Aleksander Slominski |
| 2013 | BPM | Business Process Mining from E-Commerce Web Logs. | Nicols Poggi, Vinod Muthusamy, David Carrera, Rania Khalaf |
| 2013 | ICDCS | Distributed Ranked Data Dissemination in Social Networks. | Kaiwen Zhang, Mohammad Sadoghi, Vinod Muthusamy, Hans-Arno Jacobsen |
| 2013 | ICPADS | Queue Reorganization for Subscription Congestion Avoidance in Publish/Subscribe Systems. | Wei Yan, Vinod Muthusamy, Zheng Xiao, Mingwen Chen, Xubin Pei, Jianguang Hong, Xingchen Heng, Songlin Hu |
| 2013 | IPCCC | Queue reorganization for subscription congestion avoidance in publish/subscribe systems. | Wei Yan, Vinod Muthusamy, Mingwen Chen, Yonghong Huang, Zheng Xiao, Xubin Pei, Songlin Hu |
| 2012 | ICDCS | Total Order in Content-Based Publish/Subscribe Systems. | Kaiwen Zhang, Vinod Muthusamy, Hans-Arno Jacobsen |
| 2011 | ICDCS | Foundations for Highly Available Content-Based Publish/Subscribe Overlays. | Young Yoon, Vinod Muthusamy, Hans-Arno Jacobsen |
| 2010 | BPM | BPM in Cloud Architectures: Business Process Management with SLAs and Events. | Vinod Muthusamy, Hans-Arno Jacobsen |
| 2009 | ICDCS | Transactional Mobility in Distributed Content-Based Publish/Subscribe Systems. | Songlin Hu, Vinod Muthusamy, Guoli Li, Hans-Arno Jacobsen |
| 2008 | Middleware | Adaptive Content-Based Routing in General Overlay Topologies. | Guoli Li, Vinod Muthusamy, Hans-Arno Jacobsen |
| 2008 | Middleware | SLA-driven distributed application development. | Vinod Muthusamy, Hans-Arno Jacobsen |
| 2005 | MOBICOM | Effects of routing computations in content-based routing networks with mobile data sources. | Vinod Muthusamy, Milenko Petrovic, Hans-Arno Jacobsen |
| 2005 | Mobiquitous | Content-Based Routing in Mobile Ad Hoc Networks. | Milenko Petrovic, Vinod Muthusamy, Hans-Arno Jacobsen |
| 2004 | MDM | Disconnected Operation in Publish/Subscribe Middleware. | Ioana Burcea, Hans-Arno Jacobsen, Eyal de Lara, Vinod Muthusamy, Milenko Petrovic |