Publications

AI-Driven Literature Synthesis
Journal

Smith A., Zhang E., Doe J.

Artificial Intelligence

Knowledge Graph NLP Meta-analysis

Nature Machine Intelligence

2024

We propose an AI-driven framework for automating literature reviews using knowledge graphs and language models.

Deep Learning for Pathology Image Segmentation
Conference

Lee B., Park S., Vega C.

Computer Vision

Medical Imaging Deep Learning Segmentation

CVPR

2023

We introduce a new U-Net variant that significantly improves segmentation performance on histopathology datasets.

An Open Toolkit for Natural Language Processing
Workshop

Kim R., Wu D.

Natural Language Processing

Open Source NER Text Classification

ACL NLP-OSS Workshop

2022

We present NLPKit, an open-source toolkit with modular APIs for entity recognition, classification, and QA.

Reinforcement Learning for Adaptive Robot Control
Journal

Chen L., Lin D.

Robotics

Reinforcement Learning Robotics Adaptive Control

IEEE Transactions on Robotics

2021

This paper explores reinforcement learning strategies for real-time adaptive control in robotic manipulation tasks.