Arun Vignesh Malarkkan

13 papers A* 1A 1B 1Journal 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Causally-Guided Automated Feature Engineering with Multi-Agent Reinforcement Learning. CoRR Arun Vignesh Malarkkan, Wangyang Ying, Yanjie Fu
2026	J	`jnl`	Causally-Guided Diffusion for Stable Feature Selection. CoRR Arun Vignesh Malarkkan, Xinyuan Wang, Kunpeng Liu, Denghui Zhang, Yanjie Fu
2026	J	`jnl`	Evolving Demonstration Optimization for Chain-of-Thought Feature Transformation. CoRR Xinyuan Wang, Kunpeng Liu, Arun Vignesh Malarkkan, Yanjie Fu
2026	J	`jnl`	FinRule-Bench: A Benchmark for Joint Reasoning over Financial Tables and Principles. CoRR Arun Vignesh Malarkkan, Manan Roy Choudhury, Guangwei Zhang, Vivek Gupta, Qingyun Wang, Yanjie Fu, Denghui Zhang
2025	J	`jnl`	A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective. CoRR Wangyang Ying, Cong Wei, Nanxu Gong, Xinyuan Wang, Haoyue Bai, Arun Vignesh Malarkkan, Sixun Dong, Dongjie Wang, Denghui Zhang, Yanjie Fu
2025	B	`conf`	Causal Graph Profiling via Structural Divergence for Robust Anomaly Detection in Cyber-Physical Systems. IEEE Big Data Arun Vignesh Malarkkan, Haoyue Bai, Dongjie Wang, Yanjie Fu
2025	J	`jnl`	Causal Graph Profiling via Structural Divergence for Robust Anomaly Detection in Cyber-Physical Systems. CoRR Arun Vignesh Malarkkan, Haoyue Bai, Dongjie Wang, Yanjie Fu
2025	A*	`conf`	DELTA: Variational Disentangled Learning for Privacy-Preserving Data Reprogramming. ICDM Arun Vignesh Malarkkan, Haoyue Bai, Anjali Kaushik, Yanjie Fu
2025	J	`jnl`	DELTA: Variational Disentangled Learning for Privacy-Preserving Data Reprogramming. CoRR Arun Vignesh Malarkkan, Haoyue Bai, Anjali Kaushik, Yanjie Fu
2025	J	`jnl`	Distribution Shift Aware Neural Tabular Learning. CoRR Wangyang Ying, Nanxu Gong, Dongjie Wang, Xinyuan Wang, Arun Vignesh Malarkkan, Vivek Gupta, Chandan K. Reddy, Yanjie Fu
2025	J	`jnl`	Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures. CoRR Arun Vignesh Malarkkan, Dongjie Wang, Haoyue Bai, Yanjie Fu
2025	J	`jnl`	Rethinking Spatio-Temporal Anomaly Detection: A Vision for Causality-Driven Cybersecurity. CoRR Arun Vignesh Malarkkan, Haoyue Bai, Xinyuan Wang, Anjali Kaushik, Dongjie Wang, Yanjie Fu
2024	A	`conf`	Multi-view Causal Graph Fusion Based Anomaly Detection in Cyber-Physical Infrastructures. CIKM Arun Vignesh Malarkkan, Dongjie Wang, Yanjie Fu