CV
Run Wang
Summary
Research Assistant at Clemson University focusing on 3D Vision, Generative Models, and Trustworthy AI.
Education
- Ph.D. in Computer Science2029 (expected)Clemson UniversityConcentration: 3D Vision, Generative Model, Trustworthy AI for AV
- M.S. in Electrical and Computer Engineering2023Carnegie Mellon UniversityGPA: 3.71/4.0
- B.S. in Computer & Systems Engineering2021Rensselaer Polytechnic InstituteGPA: 3.73/4.0
Work Experience
- Application Developer – Fullstack2023-05 – 2024-04Computer Packages Inc., Rockville, MD
- Assisted migration from legacy systems to newer technologies
- Ensured data integrity and optimized SQL Server queries
- Utilized stored procedures and query tuning techniques
Research Experience
- Research Assistant2025-08 – PresentVision and Learning Lab, Clemson, SC
- Research Assistant2022-05 – 2023-05MiSUMi & Carnegie Mellon University, Pittsburgh, PA
- Developed graph-based models to extract component-level information from engineering drawings using PyTorch
- Achieved over 90% accuracy in component extraction
- Research Assistant2022-01 – 2022-05CyLab, Carnegie Mellon University, Pittsburgh, PA
- Collected 80+ Linux malware samples and traced dynamic system-level behaviors
- Created an in-house database with 14 selected behavior features
- Research Assistant2020-01 – 2020-12RPI-IBM Cognitive and Immersive Systems Lab, Troy, NY
- Built a real-time gesture recognition system using C# and Python
- Collected skeleton data from 600+ samples across diverse participants
Skills
Programming Languages
- Python
- Java
- C/C++
Frameworks/Technologies
- TensorFlow
- PyTorch
- Wireshark
- Docker
- AWS
- Azure
- Terraform
- Kubernetes
- Maven
- Helm
- Kafka
- Git
Publications
- MAPP: Predictive UI View Pre-caching for Improving the Responsiveness of Mobile Apps2025IEEE/ACM International Symposium on Quality of Service (IWQoS 2025)Run Wang, et al. ()
- Component Segmentation of Engineering Drawings Using Graph Convolutional Networks2023Computers in IndustryWentai Zhang, et al. (Acknowledged (not listed as an author): Run Wang)
Project Experience
- User Recommendation MicroService2022-08 – 2022-12Built a user recommendation system using FastAPI, Vert.x, Spark Scala on AWS and GCP, achieving 10,000 RPS within a $0.7/hr budget.
- WeCloudChat Service2022-08 – 2022-09Deployed RESTful Spring applications on GKE, managed scaling with HPA, and configured Azure Front Door for multi-cloud routing.
- Driver Matching System with Streaming Processing2022-01 – 2022-03Implemented a real-time driver matching system and managed IoT streams with Samza API.
Research Interests
- Research Interests3D Vision, Generative Model, Trustworthy AI, AI Security for Autonomous Vehicles