About Me

I pursue Scaling Law research and help scale Foundation Models at ByteDance Seed.

Previously, I completed my PhD in 2023, during which I spent joyful and quality time at Meta FAIR, Amazon AWS AI Lab, Microsoft GenAI, and Google Cloud AI. Grateful to all my mentors and peers. My PhD topics were Medical Computer Vision and 3D Scene Understanding. Before that, I also got my bachelor degree from the University of Sydney, with a university medal received in computer science.

PhD Projects

Spatiality-guided Transformer for 3D Dense Captioning on Point Clouds

Heng Wang, Chaoyi Zhang, Jianhui Yu, and Weidong Cai

IJCAI 2022

project | paper | supp. | code | 2nd@Scan2Cap (by Aug 2022)

Towards Generalisable Audio Representations for Audio-Visual Navigation

Shunqi Mao, Chaoyi Zhang, Heng Wang, and Weidong Cai

CVPR 2022 Embodied AI Workshop

project | paper | code | 2nd@SoundSpace (SR & dist2goal)

Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis

Tiange Xiang, Chaoyi Zhang, Jianhui Yu, Yang Song, and Weidong Cai

ICCV 2021

project | paper | supp. | code | SOTA@M40 (by Feb 2022)

EdgeGCN: Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis

Chaoyi Zhang, Jianhui Yu, Yang Song, and Weidong Cai

CVPR 2021

project | paper | supp. | code | EdgeGCN

The BiO-Nets for Efficient Medical Image Segmentation

Tiange Xiang, Chaoyi Zhang, Xinyi Wang, Yang Song, Dongnan Liu, Heng Huang, and Weidong Cai

MICCAI 2O2O (oral) & MICCAI2021 & MedIA 2022

project

- BiO-Net (Recurrent Bi-directional Connections): paper, supp, code
- BiX-NAS (Searching Bi-directional Architecture): paper, supp, code
- Towards Bi-directional Skip Connections and Beyond: paper

Shape-Oriented Convolution Neural Network for Point Cloud Analysis

Chaoyi Zhang, Yang Song, Lina Yao, and Weidong Cai

AAAI 2O2O (spotlight)

paper

* A full list of my publications can be found in my Google Scholar.

- I petted an axolotl and Debbie was her name.
- I am was fascinated by lure fishing. It's so chill to cast and chinwag with buddies overnight No Big Fish in Darling Harbor any more just 'NO FISH' (corrected by my mate Junkai: just dont go pls). Nightwind is was too freaking sharp and we are fun were just young and restless and bored.
- I fancy still waters as they generally run deep.