About Me.
Hello, I'm 刘之博 (Zhi-Bo Liu), a Ph.D. student in Computer Science at Xi'an Jiaotong
University, specializing in the field of AI (Artificial Intelligence).
My research interests lie at the dynamic intersection of Computer Vision, Reinforcement Learning,
and Natural Language Processing, with a particular focus on their applications in Medical AI, Green AI, and Art AI.
✉️ Email 📄CV 📖Book
XJTU AI Research.
XJTU AI Research is dedicated to researching cutting-edge AI technologies. We firmly believe that the value of technology lies in its ability to enhance productivity, rather than solely in being published in high-impact journals or conferences—at least, this should not be the only criterion for evaluation.
IEC Power Qulaity Management.
Exploring the application of machine learning, big data, and artificial intelligence technologies to address issues related to data monitoring, modeling, analysis, application, and management in the field of power quality.
HistoGym.
Is the diagnostic process of doctors better modeled as a decision-making task rather than a classification task? To address this question, we propose HistoGym, a custom gym environment for Whole Slide Image (WSI) analysis.
HistoRL.
The goal of this ongoing project is to replicate how doctors examine and interpret Whole Slide Images (WSIs). To achieve this, we have developed a custom gym environment and employed deep reinforcement learning techniques to train a policy that can effectively analyze WSIs. By mimicking the cognitive processes of doctors, we aim to enhance the accuracy and efficiency of pathological analysis.
Bridging the Gap Between AI and Design.
In this work, we explore the intersection of AI and design by presenting a method that enhances human creativity in chair design. Our approach leverages the power of AI to generate numerous chair design candidates, thereby inspiring and facilitating the human designer's process. By creating sketches and 3D models based on the generated designs, we aim to bridge the gap between AI-driven innovation and human artistic expression.
Gallery.
Gallery of AI-Assisted Art & Design. Including Style Transfer for Taotie Pattern Using Convolutional Neural Network and AI-aided Chair Design.
