Arun Vignesh Malarkkan

According to our database, Arun Vignesh Malarkkan authored at least 11 papers between 2024 and 2026.

Collaborative distances:

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

2026

Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures.

Arun Vignesh Malarkkan, Dongjie Wang, Haoyue Bai, Yanjie Fu

IEEE Trans. Big Data, June, 2026

Causally-Guided Diffusion for Stable Feature Selection.

Arun Vignesh Malarkkan, Xinyuan Wang, Kunpeng Liu, Denghui Zhang, Yanjie Fu

CoRR, March, 2026

FinRule-Bench: A Benchmark for Joint Reasoning over Financial Tables and Principles.

Arun Vignesh Malarkkan, Manan Roy Choudhury, Guangwei Zhang, Vivek Gupta, Qingyun Wang, Yanjie Fu, Denghui Zhang

CoRR, March, 2026

Evolving Demonstration Optimization for Chain-of-Thought Feature Transformation.

Xinyuan Wang, Kunpeng Liu, Arun Vignesh Malarkkan, Yanjie Fu

CoRR, March, 2026

Causally-Guided Automated Feature Engineering with Multi-Agent Reinforcement Learning.

Arun Vignesh Malarkkan, Wangyang Ying, Yanjie Fu

CoRR, February, 2026

2025

Distribution Shift Aware Neural Tabular Learning.

Wangyang Ying, Nanxu Gong, Dongjie Wang, Xinyuan Wang, Arun Vignesh Malarkkan, Vivek Gupta, Chandan K. Reddy, Yanjie Fu

CoRR, August, 2025

Rethinking Spatio-Temporal Anomaly Detection: A Vision for Causality-Driven Cybersecurity.

Arun Vignesh Malarkkan, Haoyue Bai, Xinyuan Wang, Anjali Kaushik, Dongjie Wang, Yanjie Fu

CoRR, July, 2025

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective.

Wangyang Ying, Cong Wei, Nanxu Gong, Xinyuan Wang, Haoyue Bai, Arun Vignesh Malarkkan, Sixun Dong, Dongjie Wang, Denghui Zhang, Yanjie Fu

CoRR, February, 2025

DELTA: Variational Disentangled Learning for Privacy-Preserving Data Reprogramming.

Arun Vignesh Malarkkan, Haoyue Bai, Anjali Kaushik, Yanjie Fu

Proceedings of the IEEE International Conference on Data Mining, 2025

Causal Graph Profiling via Structural Divergence for Robust Anomaly Detection in Cyber-Physical Systems.

Arun Vignesh Malarkkan, Haoyue Bai, Dongjie Wang, Yanjie Fu

Proceedings of the IEEE International Conference on Big Data, 2025

2024

Multi-view Causal Graph Fusion Based Anomaly Detection in Cyber-Physical Infrastructures.

Arun Vignesh Malarkkan, Dongjie Wang, Yanjie Fu

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024