Vatche Isahagian

54 papers A* 6A 2B 2Journal 22Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Trajectory-Informed Memory Generation for Self-Improving Agent Systems. CoRR Gaodan Fang, Vatche Isahagian, K. R. Jayaram, Ritesh Kumar, Vinod Muthusamy, Punleuk Oum, Gegi Thomas
2026	J	`jnl`	VOILA: Value-of-Information Guided Fidelity Selection for Cost-Aware Multimodal Question Answering. CoRR Rahul Atul Bhope, K. R. Jayaram, Vinod Muthusamy, Ritesh Kumar, Vatche Isahagian, Nalini Venkatasubramanian
2025	—	`conf`	FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows. EMNLP (Industry Track) Evelyn Duesterwald, Siyu Huo, Vatche Isahagian, K. R. Jayaram, Ritesh Kumar, Vinod Muthusamy, Punleuk Oum, Debashish Saha, Gegi Thomas, Praveen Venkateswaran
2025	J	`jnl`	FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows. CoRR Evelyn Duesterwald, Siyu Huo, Vatche Isahagian, K. R. Jayaram, Ritesh Kumar, Vinod Muthusamy, Punleuk Oum, Debashish Saha, Gegi Thomas, Praveen Venkateswaran
2025	—	`conf`	In-Context Example Ordering for LLM-Based API Sequence Generation. Middleware Demos/Posters/Doctoral Symposium Rahul Atul Bhope, Praveen Venkateswaran, K. R. Jayaram, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian
2025	—	`conf`	On Automating Security Policies with Contemporary LLMs (Short Paper). SSE Pablo Fernández Saura, K. R. Jayaram, Vatche Isahagian, Jorge Bernal Bernabé, Antonio F. Skarmeta
2025	J	`jnl`	On Automating Security Policies with Contemporary LLMs. CoRR Pablo Fernández Saura, K. R. Jayaram, Vatche Isahagian, Jorge Bernal Bernabé, Antonio F. Skarmeta
2025	J	`jnl`	OptiSeq: Optimizing Example Ordering for In-Context Learning. CoRR Rahul Atul Bhope, Praveen Venkateswaran, K. R. Jayaram, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian
2025	—	`conf`	OptiSeq: Ordering Examples On-The-Fly for In-Context Learning. EMNLP (Findings) Rahul Atul Bhope, Praveen Venkateswaran, K. R. Jayaram, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian
2024	—	`conf`	A Conversational Assistant Framework for Automation. Middleware Industry Evelyn Duesterwald, Vatche Isahagian, K. R. Jayaram, Ritesh Kumar, Vinod Muthusamy, Punleuk Oum, Gegi Thomas, Praveen Venkateswaran
2024	A*	`conf`	Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search. AAAI Walter Gerych, Yara Rizk, Vatche Isahagian, Vinod Muthusamy, Evelyn Duesterwald, Praveen Venkateswaran
2023	—	`conf`	A Case for Business Process-Specific Foundation Models. Business Process Management Workshops Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Austin Narcomey, Vinod Muthusamy
2023	—	`conf`	Accelerating the Support of Conversational Interfaces for RPAs Through APIs. BPM (Blockchain and RPA Forum) Siyu Huo, Kushal Mukherjee, Jayachandu Bandlamudi, Vatche Isahagian, Vinod Muthusamy, Yara Rizk
2023	J	`jnl`	Configuration and Placement of Serverless Applications Using Statistical Learning. IEEE Trans. Netw. Serv. Manag. Ali Raza, Nabeel Akhtar, Vatche Isahagian, Ibrahim Matta, Lei Huang
2023	A*	`conf`	DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning. EMNLP Praveen Venkateswaran, Evelyn Duesterwald, Vatche Isahagian
2023	B	`conf`	FedGen: Generalizable Federated Learning for Sequential Data. CLOUD Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian
2023	—	`conf`	ProtoNER: Few Shot Incremental Learning for Named Entity Recognition Using Prototypical Networks. Business Process Management Workshops Ritesh Kumar, Saurabh Goyal, Ashish Verma, Vatche Isahagian
2023	J	`jnl`	ProtoNER: Few shot Incremental Learning for Named Entity Recognition using Prototypical Networks. CoRR Ritesh Kumar, Saurabh Goyal, Ashish Verma, Vatche Isahagian
2023	—	`conf`	Publish-subscribe with large language models: Improving expressiveness with natural language and generated custom notifications: Poster Abstract. Middleware Demos/Posters/Doctoral Symposium Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski
2023	A*	`conf`	TaskDiff: A Similarity Metric for Task-Oriented Conversations. EMNLP Ankita Bhaumik, Praveen Venkateswaran, Yara Rizk, Vatche Isahagian
2023	J	`jnl`	TaskDiff: A Similarity Metric for Task-Oriented Conversations. CoRR Ankita Bhaumik, Praveen Venkateswaran, Yara Rizk, Vatche Isahagian
2023	J	`jnl`	The biggest business process management problems to solve before we die. Comput. Ind. 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
2023	A*	`conf`	Towards Hybrid Automation by Bootstrapping Conversational Interfaces for IT Operation Tasks. AAAI Jayachandu Bandlamudi, Kushal Mukherjee, Prerna Agarwal, Sampath Dechu, Siyu Huo, Vatche Isahagian, Vinod Muthusamy, Naveen Purushothaman, Renuka Sindhgatta
2023	—	`conf`	Towards large language model-based personal agents in the enterprise: Current trends and open problems. EMNLP (Findings) Vinod Muthusamy, Yara Rizk, Kiran Kate, Praveen Venkateswaran, Vatche Isahagian, Ashu Gulati, Parijat Dube
2022	J	`jnl`	A Case for Business Process-Specific Foundation Models. CoRR Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy
2022	J	`jnl`	A No-Code Low-Code Paradigm for Authoring Business Automations Using Natural Language. CoRR Michael Desmond, Evelyn Duesterwald, Vatche Isahagian, Vinod Muthusamy
2022	A*	`conf`	A Process-Aware Decision Support System for Business Processes. KDD Prerna Agarwal, Buyu Gao, Siyu Huo, Prabhat Reddy, Sampath Dechu, Yazan Obeidi, Vinod Muthusamy, Vatche Isahagian, Sebastian Carbajales
2022	—	`conf`	Can You Teach Robotic Process Automation Bots New Tricks? BPM (Blockchain and RPA Forum) Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy, Kartik Talamadupula
2022	J	`jnl`	DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning. CoRR Praveen Venkateswaran, Evelyn Duesterwald, Vatche Isahagian
2022	J	`jnl`	FedGen: Generalizable Federated Learning. CoRR Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian
2022	—	`conf`	From Natural Language to Workflows: Towards Emergent Intelligence in Robotic Process Automation. BPM (Blockchain and RPA Forum) Tathagata Chakraborti, Yara Rizk, Vatche Isahagian, Burak Aksar, Francesco Fuggitti
2022	J	`jnl`	Hybrid Serverless Computing: Opportunities and Challenges. CoRR Paul C. Castro, Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski
2022	J	`jnl`	Natural Language Sentence Generation from API Specifications. CoRR Siyu Huo, Kushal Mukherjee, Jayachandu Bandlamudi, Vatche Isahagian, Vinod Muthusamy, Yara Rizk
2022	—	`conf`	Summarizing Process Traces for Analysis Tasks: An Intuitive and User-controlled Approach. PMAI@IJCAI Phuong Nguyen, Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski
2022	—	`conf`	Towards Continual Learning in Interactive Digital Assistants for Process Automation. PMAI@IJCAI Praveen Venkateswaran, Vinod Muthusamy, Yara Rizk, Vatche Isahagian
2021	—	`conf`	Bringing BPM to the Workers: Towards Worker-Centric Management of Business Processes. Problems@BPM Vinod Muthusamy, Vatche Isahagian, Yara Rizk
2021	A*	`conf`	Environment Agnostic Invariant Risk Minimization for Classification of Sequential Datasets. KDD Praveen Venkateswaran, Vinod Muthusamy, Vatche Isahagian, Nalini Venkatasubramanian
2021	J	`jnl`	Extending LIME for Business Process Automation. CoRR Sohini Upadhyay, Vatche Isahagian, Vinod Muthusamy, Yara Rizk
2021	A	`conf`	Graph Autoencoders for Business Process Anomaly Detection. BPM Siyu Huo, Hagen Völzer, Prabhat Reddy, Prerna Agarwal, Vatche Isahagian, Vinod Muthusamy
2021	B	`conf`	LIBRA: An Economical Hybrid Approach for Cloud Applications with Strict SLAs. IC2E Ali Raza, Zongshun Zhang, Nabeel Akhtar, Vatche Isahagian, Ibrahim Matta
2021	J	`jnl`	LIBRA: An Economical Hybrid Approach for Cloud Applications with Strict SLAs. CoRR Ali Raza, Zongshun Zhang, Nabeel Akhtar, Vatche Isahagian, Ibrahim Matta
2021	A	`conf`	Robust and Generalizable Predictive Models for Business Processes. BPM Praveen Venkateswaran, Vinod Muthusamy, Vatche Isahagian, Nalini Venkatasubramanian
2021	J	`jnl`	SoK: Function-As-A-Service: From An Application Developer's Perspective. J. Syst. Res. Ali Raza, Ibrahim Matta, Nabeel Akhtar, Vasiliki Kalavri, Vatche Isahagian
2020	—	`conf`	A Conversational Digital Assistant for Intelligent Process Automation. BPM (Blockchain and RPA Forum) Yara Rizk, Vatche Isahagian, Scott Boag, Yasaman Khazaeni, Merve Unuvar, Vinod Muthusamy, Rania Khalaf
2020	J	`jnl`	A Conversational Digital Assistant for Intelligent Process Automation. CoRR Yara Rizk, Vatche Isahagian, Scott Boag, Yasaman Khazaeni, Merve Unuvar, Vinod Muthusamy, Rania Khalaf
2020	—	`conf`	A Snooze-less User-Aware Notification System for Proactive Conversational Agents. HAI-GEN+user2agent@IUI Yara Rizk, Vatche Isahagian, Merve Unuvar, Yasaman Khazaeni
2020	J	`jnl`	A Snooze-less User-Aware Notification System for Proactive Conversational Agents. CoRR Yara Rizk, Vatche Isahagian, Merve Unuvar, Yasaman Khazaeni
2020	J	`jnl`	A Unified Conversational Assistant Framework for Business Process Automation. CoRR Yara Rizk, Abhishek Bhandwalder, Scott Boag, Tathagata Chakraborti, Vatche Isahagian, Yasaman Khazaeni, Falk Pollock, Merve Unuvar
2020	—	`conf`	Bootstrapping Natural Language Querying on Process Automation Data. SCC Xue Han, Lianxue Hu, Jaydeep Sen, Yabin Dang, Buyu Gao, Vatche Isahagian, Chuan Lei, Vasilis Efthymiou, Fatma Özcan, Abdul Quamar, Ziming Huang, Vinod Muthusamy
2020	—	`conf`	D3BA: A Tool for Optimizing Business Processes Using Non-deterministic Planning. Business Process Management Workshops Tathagata Chakraborti, Shubham Agarwal, Yasaman Khazaeni, Yara Rizk, Vatche Isahagian
2020	—	`conf`	From Robotic Process Automation to Intelligent Process Automation - - Emerging Trends -. BPM (Blockchain and RPA Forum) Tathagata Chakraborti, Vatche Isahagian, Rania Khalaf, Yasaman Khazaeni, Vinod Muthusamy, Yara Rizk, Merve Unuvar
2020	J	`jnl`	From Robotic Process Automation to Intelligent Process Automation: Emerging Trends. CoRR Tathagata Chakraborti, Vatche Isahagian, Rania Khalaf, Yasaman Khazaeni, Vinod Muthusamy, Yara Rizk, Merve Unuvar
2020	—	`conf`	Summarization of Multidimensional Process Traces for Analysis under Edit-distance Constraints. SCC Phuong Nguyen, Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski
2013	—	`—`	Strategic and operational services for workload management in the cloud Vatche Isahagian