Reinforcement Learning in Dynamic Task Scheduling: A Review. - Chathurangi Shyalika; Thushari P. Silva; Asoka S. Karunananda (SN Comput. Sci., 2020)

Causal Event Graph-Guided Language-based Spatiotemporal Question Answering. - Kaushik Roy 009; Alessandro Oltramari; Yuxin Zi; Chathurangi Shyalika; Vignesh Narayanan; Amit P. Sheth (AAAI Spring Symposia, 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 (ICMLA, 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)

RI2AP: Robust and Interpretable 2D Anomaly Prediction in Assembly Pipelines. - Chathurangi Shyalika; Kaushik Roy 009; Renjith Prasad; Fadi El Kalach; Yuxin Zi; Priya Mittal; Vignesh Narayanan; Ramy F. Harik; Amit P. Sheth (Sensors, 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, 2024)

Pic2Prep: A Multimodal Conversational Agent for Cooking Assistance. - Renjith Prasad Kaippilly Mana; Chathurangi Shyalika; Revathy Venkataramanan; Darssan Eswaramoorthi; Amit P. Sheth (AAAI, 2025)

SmartPilot: Agent-Based CoPilot for Intelligent Manufacturing. - Chathurangi Shyalika; Renjith Prasad; Alaa T. Al Ghazo; Darssan Eswaramoorthi; Sara Shree Muthuselvam; Amit P. Sheth (AAMAS, 2025)

Composite AI With Custom, Compact, Neurosymbolic Models: The Emergent Enterprise Artificial Intelligence Paradigm. - Amit P. Sheth; Kaushik Roy 009; Revathy Venkataramanan; Venkatesan Nadimuthu; Chathurangi Shyalika (IEEE Internet Comput., 2025)

Dynamic Multimodal Process Knowledge Graphs: A Neurosymbolic Framework for Compositional Reasoning. - Revathy Venkataramanan; Chathurangi Shyalika; Amit P. Sheth (IEEE Internet Comput., 2025)

A Comprehensive Survey on Rare Event Prediction. - Chathurangi Shyalika; Ruwan Wickramarachchi; Amit P. Sheth (ACM Comput. Surv., 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 (CoRR, 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 (CoRR, 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 007; Harshul Surana; Nasrin Imanpour; Suranjana Trivedy; Amit P. Sheth; Amitava Das 001 (CoRR, 2025)