Vatche Isahagian

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 43

Top Topics

Natural Language

Process Automation

Emerging Trends

Top Venues

BPM (Blockchain and RPA Forum)

Business Process Management Workshops

Publications

Walter Gerych, Yara Rizk, Vatche Isahagian, Vinod Muthusamy, Evelyn Duesterwald, Praveen Venkateswaran
Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search. AAAI (2024)
Siyu Huo, Kushal Mukherjee, Jayachandu Bandlamudi, Vatche Isahagian, Vinod Muthusamy, Yara Rizk
Accelerating the Support of Conversational Interfaces for RPAs Through APIs. BPM (Blockchain and RPA Forum) (2023)
Ritesh Kumar, Saurabh Goyal, Ashish Verma, Vatche Isahagian
ProtoNER: Few Shot Incremental Learning for Named Entity Recognition Using Prototypical Networks. Business Process Management Workshops (2023)
Ritesh Kumar, Saurabh Goyal, Ashish Verma, Vatche Isahagian
ProtoNER: Few shot Incremental Learning for Named Entity Recognition using Prototypical Networks. CoRR (2023)
Praveen Venkateswaran, Evelyn Duesterwald, Vatche Isahagian
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning. EMNLP (2023)
Jayachandu Bandlamudi, Kushal Mukherjee, Prerna Agarwal, Sampath Dechu, Siyu Huo, Vatche Isahagian, Vinod Muthusamy, Naveen Purushothaman, Renuka Sindhgatta
Towards Hybrid Automation by Bootstrapping Conversational Interfaces for IT Operation Tasks. AAAI (2023)
Ali Raza, Nabeel Akhtar, Vatche Isahagian, Ibrahim Matta, Lei Huang
Configuration and Placement of Serverless Applications Using Statistical Learning. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Ankita Bhaumik, Praveen Venkateswaran, Yara Rizk, Vatche Isahagian
TaskDiff: A Similarity Metric for Task-Oriented Conversations. CoRR (2023)
Vinod Muthusamy, Yara Rizk, Kiran Kate, Praveen Venkateswaran, Vatche Isahagian, Ashu Gulati, Parijat Dube
Towards large language model-based personal agents in the enterprise: Current trends and open problems. EMNLP (Findings) (2023)
Iris Beerepoot, Claudio Di Ciccio, Hajo A. Reijers, Stefanie Rinderle-Ma, Wasana Bandara, Andrea Burattin, Diego Calvanese, Tianwa Chen, Izack Cohen, Benoît Depaire, Gemma Di Federico, Marlon Dumas, Christopher G. J. van Dun, Tobias Fehrer, Dominik Andreas Fischer, Avigdor Gal, Marta Indulska, Vatche Isahagian, Christopher Klinkmüller, Wolfgang Kratsch, Henrik Leopold, Amy Van Looy, Hugo A. López, Sanja Lukumbuzya, Jan Mendling, Lara Meyers, Linda Moder, Marco Montali, Vinod Muthusamy, Manfred Reichert, Yara Rizk, Michael Rosemann, Maximilian Röglinger, Shazia Sadiq, Ronny Seiger, Tijs Slaats, Mantas Simkus, Ida Asadi Someh, Barbara Weber, Ingo Weber, Mathias Weske, Francesca Zerbato
The biggest business process management problems to solve before we die. Comput. Ind. 146 (2023)
Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski
Publish-subscribe with large language models: Improving expressiveness with natural language and generated custom notifications: Poster Abstract. Middleware Demos/Posters/Doctoral Symposium (2023)
Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian
FedGen: Generalizable Federated Learning for Sequential Data. CLOUD (2023)
Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Austin Narcomey, Vinod Muthusamy
A Case for Business Process-Specific Foundation Models. Business Process Management Workshops (2023)
Ankita Bhaumik, Praveen Venkateswaran, Yara Rizk, Vatche Isahagian
TaskDiff: A Similarity Metric for Task-Oriented Conversations. EMNLP (2023)
Paul C. Castro, Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski
Hybrid Serverless Computing: Opportunities and Challenges. CoRR (2022)
Siyu Huo, Kushal Mukherjee, Jayachandu Bandlamudi, Vatche Isahagian, Vinod Muthusamy, Yara Rizk
Natural Language Sentence Generation from API Specifications. CoRR (2022)
Michael Desmond, Evelyn Duesterwald, Vatche Isahagian, Vinod Muthusamy
A No-Code Low-Code Paradigm for Authoring Business Automations Using Natural Language. CoRR (2022)
Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy, Kartik Talamadupula
Can You Teach Robotic Process Automation Bots New Tricks? BPM (Blockchain and RPA Forum) (2022)
Phuong Nguyen, Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski
Summarizing Process Traces for Analysis Tasks: An Intuitive and User-controlled Approach. PMAI@IJCAI (2022)
Tathagata Chakraborti, Yara Rizk, Vatche Isahagian, Burak Aksar, Francesco Fuggitti
From Natural Language to Workflows: Towards Emergent Intelligence in Robotic Process Automation. BPM (Blockchain and RPA Forum) (2022)
Praveen Venkateswaran, Vinod Muthusamy, Yara Rizk, Vatche Isahagian
Towards Continual Learning in Interactive Digital Assistants for Process Automation. PMAI@IJCAI (2022)
Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian
FedGen: Generalizable Federated Learning. CoRR (2022)
Praveen Venkateswaran, Evelyn Duesterwald, Vatche Isahagian
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning. CoRR (2022)
Prerna Agarwal, Buyu Gao, Siyu Huo, Prabhat Reddy, Sampath Dechu, Yazan Obeidi, Vinod Muthusamy, Vatche Isahagian, Sebastian Carbajales
A Process-Aware Decision Support System for Business Processes. KDD (2022)
Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy
A Case for Business Process-Specific Foundation Models. CoRR (2022)
Ali Raza, Ibrahim Matta, Nabeel Akhtar, Vasiliki Kalavri, Vatche Isahagian
SoK: Function-As-A-Service: From An Application Developer's Perspective. J. Syst. Res. 1 (1) (2021)
Ali Raza, Zongshun Zhang, Nabeel Akhtar, Vatche Isahagian, Ibrahim Matta
LIBRA: An Economical Hybrid Approach for Cloud Applications with Strict SLAs. CoRR (2021)
Siyu Huo, Hagen Völzer, Prabhat Reddy, Prerna Agarwal, Vatche Isahagian, Vinod Muthusamy
Graph Autoencoders for Business Process Anomaly Detection. BPM (2021)
Praveen Venkateswaran, Vinod Muthusamy, Vatche Isahagian, Nalini Venkatasubramanian
Robust and Generalizable Predictive Models for Business Processes. BPM (2021)
Ali Raza, Zongshun Zhang, Nabeel Akhtar, Vatche Isahagian, Ibrahim Matta
LIBRA: An Economical Hybrid Approach for Cloud Applications with Strict SLAs. IC2E (2021)
Vinod Muthusamy, Vatche Isahagian, Yara Rizk
Bringing BPM to the Workers: Towards Worker-Centric Management of Business Processes. Problems@BPM (2021)
Sohini Upadhyay, Vatche Isahagian, Vinod Muthusamy, Yara Rizk
Extending LIME for Business Process Automation. CoRR (2021)
Praveen Venkateswaran, Vinod Muthusamy, Vatche Isahagian, Nalini Venkatasubramanian
Environment Agnostic Invariant Risk Minimization for Classification of Sequential Datasets. KDD (2021)
Tathagata Chakraborti, Vatche Isahagian, Rania Khalaf, Yasaman Khazaeni, Vinod Muthusamy, Yara Rizk, Merve Unuvar
From Robotic Process Automation to Intelligent Process Automation - - Emerging Trends -. BPM (Blockchain and RPA Forum) (2020)
Phuong Nguyen, Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski
Summarization of Multidimensional Process Traces for Analysis under Edit-distance Constraints. SCC (2020)
Tathagata Chakraborti, Vatche Isahagian, Rania Khalaf, Yasaman Khazaeni, Vinod Muthusamy, Yara Rizk, Merve Unuvar
From Robotic Process Automation to Intelligent Process Automation: Emerging Trends. CoRR (2020)
Yara Rizk, Vatche Isahagian, Merve Unuvar, Yasaman Khazaeni
A Snooze-less User-Aware Notification System for Proactive Conversational Agents. CoRR (2020)
Yara Rizk, Vatche Isahagian, Merve Unuvar, Yasaman Khazaeni
A Snooze-less User-Aware Notification System for Proactive Conversational Agents. HAI-GEN+user2agent@IUI (2020)
Yara Rizk, Vatche Isahagian, Scott Boag, Yasaman Khazaeni, Merve Unuvar, Vinod Muthusamy, Rania Khalaf
A Conversational Digital Assistant for Intelligent Process Automation. CoRR (2020)
Yara Rizk, Abhishek Bhandwalder, Scott Boag, Tathagata Chakraborti, Vatche Isahagian, Yasaman Khazaeni, Falk Pollock, Merve Unuvar
A Unified Conversational Assistant Framework for Business Process Automation. CoRR (2020)
Xue Han, Lianxue Hu, Jaydeep Sen, Yabin Dang, Buyu Gao, Vatche Isahagian, Chuan Lei, Vasilis Efthymiou, Fatma Özcan, Abdul Quamar, Ziming Huang, Vinod Muthusamy
Bootstrapping Natural Language Querying on Process Automation Data. SCC (2020)
Tathagata Chakraborti, Shubham Agarwal, Yasaman Khazaeni, Yara Rizk, Vatche Isahagian
D3BA: A Tool for Optimizing Business Processes Using Non-deterministic Planning. Business Process Management Workshops (2020)
Yara Rizk, Vatche Isahagian, Scott Boag, Yasaman Khazaeni, Merve Unuvar, Vinod Muthusamy, Rania Khalaf
A Conversational Digital Assistant for Intelligent Process Automation. BPM (Blockchain and RPA Forum) (2020)