Scholar
Yue Hu
Google Scholar ID: RbgbUyoAAAAJ
University of Southern California
Citations & Impact
Citations
377
H-index
4
i10-index
2
Publications
12
Co-authors
5
list available
Resume (English only)
Academic Achievements
- 1. Paper 'SplatMAP: Online Dense Monocular SLAM with 3D Gaussian Splatting' published at 2025 ACM SIGGRAPH SYMPOSIUM ON INTERACTIVE 3D GRAPHICS AND GAMES (I3D 2025)
- 2. Paper 'Let’s Roll: Synthetic Dataset Analysis for Pedestrian Detection Across Different Shutter Types' published at SiPS 2024, MIT, USA
- 3. Paper 'AtomGS: Atomizing Gaussian Splatting for High-Fidelity Radiance Field' published at The 35th British Machine Vision Conference (BMVC) 2024, Glasgow, UK
- 4. Paper 'FireFly: A Synthetic Dataset for Ember Detection in Wildfire' published at The 5th Workshop on AI for Humanitarian Assistance and Disaster Response, ICCV 2023, Paris, France
- 5. Paper 'FireLoc: Low-latency Multi-modal Wildfire Geolocation' published at The 22nd ACM Conference on Embedded Networked Sensor Systems (SenSys 2024), Hangzhou, China
- 6. Paper 'IDU: Incremental Dynamic Update of Existing 3D Virtual Environments with New Imagery Data' published at 2025 Interservice/Industry Training, Simulation, and Education Conference (I/ITSEC)
Research Experience
- 1. SplatMap: Online Dense Monocular SLAM with 3D Gaussian Splatting
- 2. SOL-2DGS: Outdoor Scene Relighting under Dynamic Lighting Conditions with Differentiable Ray Tracer and Sunlight Modeling
- 3. AtomGS: Atomizing Gaussian Splatting for High-Fidelity Radiance Field
- 4. Let's Roll: Synthetic Dataset Analysis for Pedestrian Detection Across Different Shutter Types
- 5. FireLoc2.0: Few-Shot 3D Scene Refinement and Vegetation-Based Fuel Segmentation for Wildfire Mapping
- 6. FireFly: A Synthetic Dataset for Ember Detection in Wildfire
- 7. PLoRa: Passive Long-Distance Low-Power Communication System
Education
- 1. 01/2021 to 05/2026 (Expected) - Ph.D. in Computer Engineering, USC (GPA 3.83/4.0)
- 2. 01/2021 to 12/2023 - M.S. in Computer Engineering, USC (GPA 3.88/4.0)
- 3. 09/2018 to 05/2025 - Ph.D. (Degree) in Software Engineering, Northwest University
- 4. 09/2013 to 06/2017 - B.S. in Computer Science and Technology, Northwest University (Graduated with Honors)
Background
- Science enthusiast, lifelong learner, and driven by the contribution to the advancement of society. Research interests include: 3D/4D Vision & Geometry, 2D Object Detection and Synthetic Dataset, Wireless Communication.
Miscellany
- Received 2025 Viterbi Graduate Student Award; Extended Internship offer from FutureWei co.
