Training-free anti-recomputation for video vision-language models.

Python/PySide research tool for visualizing community evolution in time-varying ECoG brain networks

Code for DyLoc: Dynamic Localization for Massive MIMO Using Predictive Recurrent Neural Networks (IEEE INFOCOM 2021).

Non-LLM AI substrate that remembers who it is across sleep gaps. Pure numpy, Hebbian + sleep replay + persistent slow weights. Ten identity tests passing in toy worlds. Research artifact.

🔁 REPRODUCE — Turn any prior empirical paper into a clean, minimal, runnable implementation. Compare, extend, reproduce.

DSP-inspired multirate wrappers for GPT with adaptive hyperparameters and faster training.

Research code and reproducibility materials for coarse- and fine-grained time-series forecasting using Gaussian process blurring and denoising.

Autonomous Red Team: Multi-Agent Adversarial Security Testing — paper + proof-of-concept framework | DAI-2513 | Dissensus AI Working Paper

Here is an implementation of Title: "Are Graph Convolutional Networks With Random Weights Feasible?" Journal: IEEE Transactions on Pattern Analysis and Machine Intelligence Year: 2023

Code for PARAMOUNT: generalizable deep learning for mmWave beam selection using sub-6 GHz CSI (IEEE TWC 2024).

Scripts to interpret Mixture-of-Experts (MoE) language models at the expert level

Official implementation of STAR-PINN: a Physics-Informed Neural Network (PINN) for solving the 2D time-domain magnetic diffusion (Maxwell) equation in nonlinear materials.

Code and experiments for CCN 2025 paper on sampling diverse natural images for visual neuroscience.

Central index for my research projects, code, publications, and Zenodo‑archived materials, including work on spaceborne lidar, urban forestry, vegetation modeling, and open-source geospatial workflows.

Simulated Scholar Search (S3): scientific-literature environment and verl-based RL research code for search agents.

Robust opponent modeling via adversarial ensemble training — core algorithm built on evolutionary RL, plus a modified multi-particle game environment.

Adversarial robustness evaluation framework for ML-based NIDS. Categorical robustness framework, the False Champion Problem. Backs IEEE Access submission. DoD-funded research with West Point.

Script to perform a DDoS UDP flood by PHP