Towards Learning Hierarchical Structures with SyncMap. - Tham Yik Foong; Danilo Vasconcellos Vargas (CYBCONF, 2021)

Understanding SyncMap: Analyzing the components of Its Dynamical Equation. - Tham Yik Foong; Danilo Vasconcellos Vargas (AICCC, 2022)

Generating oscillation activity with Echo State Network to mimic the behaviour of a simple central pattern generator. - Tham Yik Foong; Danilo Vasconcellos Vargas (CogSci, 2023)

Dynamical Equations With Bottom-up Self-Organizing Properties Learn Accurate Dynamical Hierarchies Without Any Loss Function. - Danilo Vasconcellos Vargas; Tham Yik Foong; Heng Zhang (CoRR, 2023)

Generating Oscillation Activity with Echo State Network to Mimic the Behavior of a Simple Central Pattern Generator. - Tham Yik Foong; Danilo Vasconcellos Vargas (CoRR, 2023)

The Challenges of Image Generation Models in Generating Multi-Component Images. - Tham Yik Foong; Shashank Kotyan; Poyuan Mao; Danilo Vasconcellos Vargas (CoRR, 2023)

Synthetic Shifts to Initial Seed Vector Exposes the Brittle Nature of Latent-Based Diffusion Models. - Poyuan Mao; Shashank Kotyan; Tham Yik Foong; Danilo Vasconcellos Vargas (CoRR, 2023)

Magnum: Tackling high-dimensional structures with self-organization. - Poyuan Mao; Yikfoong Tham; Heng Zhang; Danilo Vasconcellos Vargas (Neurocomputing, 2023)

Adapting to Covariate Shift in Real-time by Encoding Trees with Motion Equations. - Tham Yik Foong; Heng Zhang; Mao Po Yuan; Danilo Vasconcellos Vargas (CoRR, 2024)

Robust Nonlinear Dynamics Conditions That Arise in Self-oscillatory Networks. - Tham Yik Foong; Danilo Vasconcellos Vargas (J. Inf. Process., 2025)