Our Research

Downregulation of KRT proteins in the Neuroendocrine System of Amyotrophic Lateral Sclerosis with PT150 as a Multi Target Neuroprotectant

International Science and Engineering Fair 2025 + bioRxiv

Investigated the role of KRT proteins in ALS neuroendocrine dysfunction and PT150's neuroprotective effects.

TEMPiRL: Foundational Compounding Temporal Drift Theory for Temporal Graph Adaptation in Large Language Models

Continual and Compatible Foundation Models @ NeurIPS 2025

An additive architecture for temporal-graph adaptation in Large Language Models, enhancing their reasoning over time.

On the Relationship Between Neural Tangent Kernel Frobenius Distance and Distillation Sample Complexity

Lock-LLM at Neural Information Processing Systems (NeurIPS)

Investigates the theoretical relationship between the Frobenius distance of Neural Tangent Kernels and the sample complexity required for effective model distillation.

Benchmarking Autoformalization and Subsequent Execution of Mathematical Reasoning in Large Language Models through Chain of Thought

In Review

A process based benchmark for mathematical reasoning based on Chain-of-Thought in LLMs with Process Reward Models and final answer accuracy.

Benchmarking Autoformalization and Subsequent Execution of Mathematical Reasoning in Large Language Models through Chain of Thought

A process based benchmark for mathematical reasoning based on Chain-of-Thought in LLMs with Process Reward Models and final answer accuracy.