Curriculum vitae · September 2026

Yangyi Huang 黄洋逸

Ph.D. student · Computer Science and Engineering · The Chinese University of Hong Kong

yyhuang@link.cuhk.edu.hk · Homepage · Google Scholar · GitHub

Research interests

Foundation-model training, post-training, parameter-efficient adaptation, and model geometry.

Education

Aug. 2025 — Present

The Chinese University of Hong Kong

Ph.D. student, Computer Science and Engineering

Advisor: Weiyang Liu

Sep. 2021 — Jun. 2024

Zhejiang University

M.Eng., Software Engineering

Advisor: Deng Cai · State Key Lab of CAD&CG

Sep. 2017 — Jun. 2021

Zhejiang University

B.Eng., Computer Science

Chu Kochen Honors College

Research experience

Aug. 2025 — Present

Sphere Lab, CUHK

Ph.D. researcher

Working with Weiyang Liu

Jan. 2025 — Jul. 2025

Westlake University

Research assistant

Working with Yandong Wen

Nov. 2023 — Aug. 2024

NVIDIA Research

Research intern

Working with Ye Yuan and Umar Iqbal

Sep. 2022 — Aug. 2023

Xiaohongshu

Research intern, Creative AI

Working with Hongwei Yi

2020 — 2022

SenseTime Research

Research intern

Selected publications & research projects

* Equal contribution.

PEFT-Arena: Understanding Parameter-Efficient Finetuning from a Stability-Plasticity Perspective

Yangyi Huang^*, Ruotian Peng^*, Zeju Qiu, Jiale Kang, Yandong Wen, Bernhard Schölkopf, Weiyang Liu

Findings of EMNLP 2026 · Paper Code Project

Compositional Machine Design as Program Synthesis with LLMs

Wenqian Zhang, Yangyi Huang, Weiyang Liu, Zhen Liu

EMNLP 2026 · Main Conference · Paper Code Project

Orbit: Stable and Efficient Reinforcement Learning for Trillion-Parameter LLMs

Zeju Qiu^*, Le Chen^*, Lixin Liu^*, Tim Z. Xiao, Yao Feng, Yangyi Huang, Zhen Liu, Han Shi, Yandong Wen, Zhouliang Yu, Bernhard Schölkopf, Weiyang Liu

Open-source project · 2026 · Project & report

Symbolic Graphics Programming with Large Language Models

Yamei Chen^*, Haoquan Zhang^*, Yangyi Huang, Zeju Qiu, Kaipeng Zhang, Yandong Wen, Weiyang Liu

TMLR · 2026 · Paper Code Project

AdaHuman: Animatable Detailed 3D Human Generation with Compositional Multiview Diffusion

Yangyi Huang, Ye Yuan, Xueting Li, Jan Kautz, Umar Iqbal

ICCV · 2025 · Paper Project

TeCH: Text-guided Reconstruction of Lifelike Clothed Humans

Yangyi Huang^*, Hongwei Yi^*, Yuliang Xiu^*, Tingting Liao, Jiaxiang Tang, Deng Cai, Justus Thies

3DV · 2024 · Paper Code Project

One-shot Implicit Animatable Avatars with Model-based Priors

Yangyi Huang^*, Hongwei Yi^*, Weiyang Liu, Haofan Wang, Boxi Wu, Wenxiao Wang, Binbin Lin, Debing Zhang, Deng Cai

ICCV · 2023 · Paper Code Project

Service & selected honors

Outstanding Reviewer, CVPR 2025.
Reviewer for CVPR, ICCV, ECCV, BMVC, KDD, TVCG, SIGGRAPH, and ACM Multimedia.

Outstanding Graduate, Zhejiang University (master’s, 2024; undergraduate, 2021).
Outstanding Intern of the Year, SenseTime (2021).
Gold Medal, CCPC Jilin Regional, 4th place (2018).
Gold Medal, ACM-ICPC Asia Xi’an Regional (2017).

个人简历 · 2026 年 9 月

黄洋逸 Yangyi Huang

香港中文大学 · 计算机科学与工程系 · 博士研究生

yyhuang@link.cuhk.edu.hk · 个人主页 · 谷歌学术 · GitHub

研究方向

基础模型训练、大语言模型后训练、参数高效适配与模型几何。

教育背景

2025.08 — 至今

香港中文大学

计算机科学与工程 · 博士在读

导师：Weiyang Liu

2021.09 — 2024.06

浙江大学

软件工程 · 工学硕士

导师：Deng Cai · CAD&CG 国家重点实验室

2017.09 — 2021.06

浙江大学

计算机科学 · 工学学士

竺可桢学院

研究与实习经历

2025.08 — 至今

香港中文大学 · Sphere Lab

博士阶段研究

导师：Weiyang Liu

2025.01 — 2025.07

西湖大学

研究助理

合作导师：Yandong Wen

2023.11 — 2024.08

NVIDIA Research

研究实习生

合作导师：Ye Yuan、Umar Iqbal

2022.09 — 2023.08

小红书

研究实习生 · Creative AI

合作导师：Hongwei Yi

2020 — 2022

商汤科技研究院

研究实习生

代表论文与研究项目

* 表示共同贡献。

PEFT-Arena: Understanding Parameter-Efficient Finetuning from a Stability-Plasticity Perspective

Yangyi Huang^*, Ruotian Peng^*, Zeju Qiu, Jiale Kang, Yandong Wen, Bernhard Schölkopf, Weiyang Liu

Findings of EMNLP 2026 · 论文代码项目主页

Compositional Machine Design as Program Synthesis with LLMs

Wenqian Zhang, Yangyi Huang, Weiyang Liu, Zhen Liu

EMNLP 2026 · 主会 · 论文代码项目主页

Orbit: Stable and Efficient Reinforcement Learning for Trillion-Parameter LLMs

Zeju Qiu^*, Le Chen^*, Lixin Liu^*, Tim Z. Xiao, Yao Feng, Yangyi Huang, Zhen Liu, Han Shi, Yandong Wen, Zhouliang Yu, Bernhard Schölkopf, Weiyang Liu

开源研究项目 · 2026 · 项目与报告

Symbolic Graphics Programming with Large Language Models

Yamei Chen^*, Haoquan Zhang^*, Yangyi Huang, Zeju Qiu, Kaipeng Zhang, Yandong Wen, Weiyang Liu

TMLR · 2026 · 论文代码项目主页

AdaHuman: Animatable Detailed 3D Human Generation with Compositional Multiview Diffusion

Yangyi Huang, Ye Yuan, Xueting Li, Jan Kautz, Umar Iqbal

ICCV · 2025 · 论文项目主页

TeCH: Text-guided Reconstruction of Lifelike Clothed Humans

Yangyi Huang^*, Hongwei Yi^*, Yuliang Xiu^*, Tingting Liao, Jiaxiang Tang, Deng Cai, Justus Thies

3DV · 2024 · 论文代码项目主页

One-shot Implicit Animatable Avatars with Model-based Priors

Yangyi Huang^*, Hongwei Yi^*, Weiyang Liu, Haofan Wang, Boxi Wu, Wenxiao Wang, Binbin Lin, Debing Zhang, Deng Cai

ICCV · 2023 · 论文代码项目主页

学术服务与获奖

CVPR 2025 优秀审稿人。
担任 CVPR、ICCV、ECCV、BMVC、KDD、TVCG、SIGGRAPH、ACM Multimedia 审稿人。

浙江大学优秀毕业生（硕士：2024 年；本科：2021 年）。
商汤科技年度优秀实习生（2021 年）。
CCPC 吉林站金牌，第 4 名（2018 年）。
ACM-ICPC 亚洲区域赛西安站金牌（2017 年）。