Derong Jin 金德容

I am a first-year Master’s student in Computer Science at the University of Maryland, College Park, where I’m advised by Prof. Ruohan Gao. My research lies at the intersection of computer vision, graphics, and multi-modal learning with a particular focus on multimodal 3D vision.
I earned my B.Eng. in Computer Science and Engineering from The Chinese University of Hong Kong, Shenzhen in 2024, working under the supervision of Prof. Xiaoguang Han.


Publications

Differentiable Room Acoustic Rendering with Multi-View Vision Priors

Differentiable Room Acoustic Rendering with Multi-View Vision Priors

Derong Jin, Ruohan Gao
In Submission, 2025

The first physics-based, audio-visual differentiable acoustic renderer that uses multi-view images and beam tracing to reconstruct room impulse responses (RIRs) efficiently and accurately from sparse real-world measurements.

HMNeRFBench: A Comprehensive Benchmark for Neural Human Radiance Fields

HMNeRFBench: A Comprehensive Benchmark for Neural Human Radiance Fields

NeurIPS, 2023 (Dataset and Benchmark Track)

A unified benchmark for human NeRF models, providing standardized datasets, metrics, and a generalizable baseline.

Get3DHuman: Lifting StyleGAN-Human into a 3D Generative Model using Pixel-aligned Reconstruction Priors.

Get3DHuman: Lifting StyleGAN-Human into a 3D Generative Model using Pixel-aligned Reconstruction Priors.

ICCV, 2023

A 3D generative framework that produces realistic and diverse digital humans with both texture and geometry by combining both 2D and 3D priors with minimal 3D supervision.

Awards

Outstanding Graduate Award from The Chinese University of Hong Kong, Shenzhen (1%)
2024
The School of Data Science Academic Performance Scholarship
2021, 2022, 2023
The School of Data Science TA/USTF Award
2022
Silver medal in the 46th ICPC Asia Kunming Regional Contest
2022
Silver medal in the 2021 ICPC Asia Shanghai Regional Contest
2021

Teaching

CSC4120 Design & Analysis of Algorithms, CUHK(SZ)
Spring 2024
STA2001 Probability Theory, CUHK(SZ)
Spring 2023, Fall 2023
CSC3100 Data Structures, CUHK(SZ)
Fall 2022
CSC1002 Computer Laboratory, CUHK(SZ)
Spring 2022