Hi! I’m Jinge Guo.
Samuel F. B. Morse, Gallery of the Louvre, 1831–33 · Terra Foundation for American Art
Southern University of Science and Technology
Visiting undergraduate, University of Wisconsin–Madison · Fall 2026
I am an undergraduate in Information Engineering at the Southern University of Science and Technology (SUSTech) and a visiting undergraduate at the University of Wisconsin–Madison in Fall 2026. My research interests are reliable language-model systems and multimodal learning for wireless communications.
At my home institution, SUSTech, my advisor is Prof. Changsheng You. At UW–Madison, my host advisor is Prof. Feng Ye.
I’m spending the Fall 2026 semester at the University of Wisconsin–Madison as a visiting undergraduate through the Visiting International Student Program (VISP).
I framed recurring cascade failures as opportunities to build reusable external knowledge, distilling verified interventions into compact, source-free strategy cards to avoid weight updates and repeated teacher calls.
I designed a failure-triggered control flow: the frozen student first answers independently, retrieves memory after a failure, and calls the teacher only if the memory-assisted retry also fails.
I built a 64-class mmWave vehicle-to-infrastructure beam-prediction pipeline on DeepSense 6G Scenario 31, combining camera, LiDAR, radar, GNSS, and previous power measurements with modality-specific encoders and Transformer-based fusion.
I implemented train-only, position-aligned static memory: Laplace-smoothed beam distributions are indexed by 2D GNSS cells, and the retrieved prior is fused with a frozen five-modal backbone.
Visiting International Student Program (VISP)
Non-degree undergraduate · Madison, Wisconsin
B.Eng. in Information Engineering
Minor in Finance and Economics · GPA: 3.79/4.00
Game prototypes and supporting C# exercises from Computer Game Design at Shenzhen University through a first-year inter-university course exchange. Explore gameplay images, implementation notes, and source files.
A five-in-a-row game built in VHDL on an Artix-7 FPGA for Digital System Design at SUSTech: 640×480 VGA rendering, PS/2 mouse control, undo, win detection and a heuristic AI opponent. A four-person team project.
A night-world-map desktop wallpaper with ten city clocks, a live Rainmeter overlay, and Windows startup scripts.
Harvard CS50 and related online programming coursework, alongside study of convex optimization, machine learning, and neural networks.
I keep reading notes on books I have read.
Email: jguo399@wisc.edu or gjinge.eefe@gmail.com
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