Chathurangi Shyalika

According to our database, Chathurangi Shyalika authored at least 22 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Results and Retrospective Analysis of the CODS 2025 AssetOpsBench Challenge.

Dhaval Patel, Chathurangi Shyalika, Suryanarayana Reddy Yarrabothula, Ling Yue, Shuxin Lin, Nianjun Zhou, James T. Rayfield

CoRR, May, 2026

IndustryAssetEQA: A Neurosymbolic Operational Intelligence System for Embodied Question Answering in Industrial Asset Maintenance.

Chathurangi Shyalika, Dhaval Patel, Amit P. Sheth

CoRR, April, 2026

CausalPulse: An Industrial-Grade Neurosymbolic Multi-Agent Copilot for Causal Diagnostics in Smart Manufacturing.

Chathurangi Shyalika, Utkarshani Jaimini, Cory A. Henson, Amit P. Sheth

CoRR, March, 2026

CausalTrace: A Neurosymbolic Causal Analysis Agent for Smart Manufacturing.

Chathurangi Shyalika, Aryaman Sharma, Fadi El Kalach, Utkarshani Jaimini, Cory A. Henson, Ramy F. Harik, Amit P. Sheth

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

CausalPulse: Agentic Copilot for Root Cause Analysis in Smart Manufacturing.

Chathurangi Shyalika, Utkarshani Jaimini, Cory A. Henson, Amit P. Sheth

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

AssetOpsBench-Live: Privacy-Aware Online Evaluation of Multi-Agent Performance in Industrial Operations.

Dhaval Patel, Nianjun Zhou, Shuxin Lin, James T. Rayfield, Chathurangi Shyalika, Suryanarayana Reddy Yarrabothula

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

DETONATE - A Benchmark for Text-to-Image Alignment and Kernelized Direct Preference Optimization.

Renjith Prasad Kaippilly Mana, Abhilekh Borah, Hasnat Md Abdullah, Chathurangi Shyalika, Gurpreet Singh, Ritvik Garimella, Rajarshi Roy, Harshul Raj Surana, Nasrin Imanpour, Suranjana Trivedy, Amit P. Sheth, Amitava Das

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

In-Situ Eval: A Modular Framework for Custom and Real-Time RAG Benchmarking.

Ritvik Garimella, Kaushik Roy, Chathurangi Shyalika, Amit P. Sheth

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

DETONATE: A Benchmark for Text-to-Image Alignment and Kernelized Direct Preference Optimization.

Renjith Prasad, Abhilekh Borah, Hasnat Md Abdullah, Chathurangi Shyalika, Gurpreet Singh, Ritvik Garimella, Rajarshi Roy, Harshul Surana, Nasrin Imanpour, Suranjana Trivedy, Amit P. Sheth, Amitava Das

CoRR, June, 2025

A Comprehensive Survey on Rare Event Prediction.

Chathurangi Shyalika, Ruwan Wickramarachchi, Amit P. Sheth

ACM Comput. Surv., March, 2025

Dynamic Multimodal Process Knowledge Graphs: A Neurosymbolic Framework for Compositional Reasoning.

Revathy Venkataramanan, Chathurangi Shyalika, Amit P. Sheth

IEEE Internet Comput., 2025

Composite AI With Custom, Compact, Neurosymbolic Models: The Emergent Enterprise Artificial Intelligence Paradigm.

Amit P. Sheth, Kaushik Roy, Revathy Venkataramanan, Venkatesan Nadimuthu, Chathurangi Shyalika

IEEE Internet Comput., 2025

NSF-MAP: Neurosymbolic Multimodal Fusion for Robust and Interpretable Anomaly Prediction in Assembly Pipelines.

Chathurangi Shyalika, Renjith Prasad, Fadi El Kalach, Revathy Venkataramanan, Ramtin Zand, Ramy F. Harik, Amit P. Sheth

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

SmartPilot: Agent-Based CoPilot for Intelligent Manufacturing.

Chathurangi Shyalika, Renjith Prasad, Alaa T. Al Ghazo, Darssan Eswaramoorthi, Sara Shree Muthuselvam, Amit P. Sheth

Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

SmartPilot: A Multiagent CoPilot for Adaptive and Intelligent Manufacturing.

Chathurangi Shyalika, Renjith Prasad, Alaa T. Al Ghazo, Darssan Eswaramoorthi, Harleen Kaur, Sara Shree Muthuselvam, Amit P. Sheth

Proceedings of the IEEE Conference on Artificial Intelligence, 2025

Pic2Prep: A Multimodal Conversational Agent for Cooking Assistance.

Renjith Prasad Kaippilly Mana, Chathurangi Shyalika, Revathy Venkataramanan, Darssan Eswaramoorthi, Amit P. Sheth

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Evaluating the Role of Data Enrichment Approaches towards Rare Event Analysis in Manufacturing.

Chathurangi Shyalika, Ruwan Wickramarachchi, Fadi El Kalach, Ramy F. Harik, Amit P. Sheth

Sensors, August, 2024

RI2AP: Robust and Interpretable 2D Anomaly Prediction in Assembly Pipelines.

Chathurangi Shyalika, Kaushik Roy, Renjith Prasad, Fadi El Kalach, Yuxin Zi, Priya Mittal, Vignesh Narayanan, Ramy F. Harik, Amit P. Sheth

Sensors, May, 2024

Time Series Foundational Models: Their Role in Anomaly Detection and Prediction.

Chathurangi Shyalika, Harleen Kaur Bagga, Ahan Bhatt, Renjith Prasad, Alaa T. Al Ghazo, Amit P. Sheth

CoRR, 2024

AssemAI: Interpretable Image-Based Anomaly Detection for Manufacturing Pipelines.

Renjith Prasad, Chathurangi Shyalika, Fadi El Kalach, Revathy Venkataramanan, Ramtin Zand, Ramy F. Harik, Amit P. Sheth

Proceedings of the International Conference on Machine Learning and Applications, 2024

Causal Event Graph-Guided Language-based Spatiotemporal Question Answering.

Kaushik Roy, Alessandro Oltramari, Yuxin Zi, Chathurangi Shyalika, Vignesh Narayanan, Amit P. Sheth

Proceedings of the AAAI 2024 Spring Symposium Series, 2024

2020

Reinforcement Learning in Dynamic Task Scheduling: A Review.

Chathurangi Shyalika, Thushari P. Silva, Asoka S. Karunananda

SN Comput. Sci., 2020