Publications

AI-Driven Literature Synthesis

Journal

Smith A., Zhang E., Doe J.

Nature Machine Intelligence 2024 Artificial Intelligence
Knowledge Graph NLP Meta-analysis

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.

CVPR 2023 Computer Vision
Medical Imaging Deep Learning Segmentation

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.

ACL NLP-OSS Workshop 2022 Natural Language Processing
Open Source NER Text Classification

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.

IEEE Transactions on Robotics 2021 Robotics
Reinforcement Learning Robotics Adaptive Control

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