Yicheng Xiao
Yicheng Xiao / 肖翊成 · CS @ SUSTech · Visiting @ UC Berkeley
Jaredanjerry@gmail.com · Shenzhen / Berkeley
关于我
I'm interested in accelerating model training and inference. I was a member of the supercomputing team at SUSTech (IndySCC23, ASC24, IndySCC24, APAC24, IndySCC25). I enjoy playing ultimate frisbee — BougaBoom at SUSTech and Ursa Minor at Berkeley during my visiting.
动态
2025.12CompactFusion accepted by NeurIPS 2025
2025.09Visiting Student at UC Berkeley (BISP)
2025.07CompactFusion preprint released on arXiv
2024.05NUS SoC Workshop (Grade A)
教育经历
2026 — Present
Tsinghua University
Master in Computer Science
2022 — 2026
Southern University of Science and Technology (SUSTech)
B.S. in Computer Science · GPA 3.94/4.0 · Expected graduation 2026
2025.09 — 2025.12
University of California, Berkeley (UCB)
BISP Visiting Student
2024.05 — 2024.07
National University of Singapore (NUS)
SoC Workshop · Summer School · Grade A
工作经历
2023 — Present
SUSTech Supercomputing Team
IndySCC23, ASC24, IndySCC24, APAC24, IndySCC25 — large-scale systems & HPC competition
论文 / 发表
[1] CompactFusion: Accelerating Parallel Diffusion Model Serving with Residual CompressionarXiv →
Jiajun Luo*, Yicheng Xiao*, et al. · NeurIPS 2025 · Residual compression for parallel diffusion serving, 3.0× speedup on 4×L20
[2] ML-SceGen: A Multi-level Scenario Generation FrameworkarXiv →
Yicheng Xiao*, Yangyang Sun*, Yicheng Lin* · LLM agents + ASP for controllable traffic scenario generation
项目经历
CompactFusionGitHub →
Residual compression framework for parallel diffusion model serving
COMPSCI 180 · Computational PhotographyBlog →
Camera optics, colorization, filters, mosaicing, NeRF, and diffusion models
CS323 IncredibuildGitHub →
Full SPL compiler — lexer, parser, AST, type checker, and LLVM IR
CS334 VirtIO Crypto DeviceGitHub →
VirtIO crypto device for Asterinas OS (symmetric / hash / AKCIPHER)
CS329 Active Learning for Object DetectionGitHub →
Active learning & data augmentation with RT-DETR-v2 on KITTI
Project HubBlog →
Course projects across systems, ML, networks, and software