The Pennsylvania State University
Information Processing & Algorithms Laboratory
Position: Research Assistant
Developed the convergent network for image Inverse problem, with a focus on non-blind image deblurring.
Participated in the NTIRE challenges, contributing to tasks on Bokeh effect transformation and non-homogeneous dehazing.
Developed the algorithms for phase correction in ultrasound neuromodulation based on CT images, framing it as a model inversion problem.
Dolby Laboratories, Inc.
Position: Research Internship
Developed an interpretable machine learning network for image deblurring using event-camera data to enhance traditional imaging.
Leveraged high-frame-rate event-camera data to identify and reverse motion blur caused by long exposure, significantly improving image sharpness.
Achieved state-of-the-art performance, outperforming existing methods by 0.4 dB (37.4 dB vs. 37.0 dB), and uniquely enabled reconstruction of high-speed frame sequences captured during exposure.
NEC Laboratories America, Inc.
Information Processing & Algorithms Laboratory
Position: Research Internship
Developed a fiber sensor data restoration network based on a conditional diffusion model, which transforms low-quality fiber sensor data from cost-effective sensors into high-quality data.
Enabled downstream algorithms (such as fiber data classification models) trained or designed for high-quality data to accurately process low-quality fiber sensor data without requiring retraining or redesign.
Authored an internal report detailing the fiber sensor data restoration system.
Xi'an Jiaotong University
The Institute of Multimedia Knowledge Fusion and Engineering
Position: Science Software Engineer
Designed machine learning models for the diagnosis of Renal Cell Carcinoma (RCC).
Developed a cloud-based platform for AI-assisted pathological image annotation.
Conducted research on pathology information management and personalized diagnostics.
Xi'an Suoer Software Technology Co., Ltd.
Position: Software Engineer Intern
Led a team in designing and developing an online shopping platform.
Received the "Outstanding Production Internship Award".