Biography

Hi! I am Bohao Peng. Thank you for visiting my personal website.

I am a second-year Ph.D student from the Department of Computer Science and Engineering, the Chinese University of Hong Kong (CUHK), supervised by Dr. Jiaya Jia and Dr. Ming-Chang Yang. I obtained my Bachelor of Computer Science from Harbin Institute of Technology, Shenzhen (HITsz), supervised by Dr. Jingyong Su.

Before that, I widely participate in various programming contests, such as ICPC and CCPC, and contributed to supporting these contests as both the technical director and a volunteer.

My recent research interest is in controllable generation. Additionally, I have worked on several projects involving image segmentation.

Selected Awards

  • National Scholarship 2019

  • ACM-ICPC, International Collegiate Programming Contest, regional: 🏆Gold Medal2020

  • ACM-ICPC, International Collegiate Programming Contest, regional: 🏆Gold Medal2021

  • ACM-ICPC, International Collegiate Programming Contest, regional: Silver Medal2020

  • CCPC, China Collegiate Programming Contest: 🏆Gold Medal2021

  • CCPC, China Collegiate Programming Contest: Silver Medal2020

All as the team leader and contributing first.

Publications

hdnet

Scalable language model with generalized continual learning
Bohao Peng, Zhuotao Tian, Shu Liu, Mingchang Yang, Jiaya Jia
nternational Conference on Learning Representations (ICLR) 2024
[Paper] [Code] [Bib]

hdnet

Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training
Xiaoyang Wu, Zhuotao Tian, Xin Wen, Bohao Peng, Xihui Liu, Kaicheng Yu, Hengshuang Zhao
Computer Vision and Pattern Recognition (CVPR) 2024
[Paper] [Code] [Bib]

hdnet

OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation
Bohao Peng, Xiaoyang Wu, Li Jiang, Yukang Chen, Hengshuang Zhao, Zhuotao Tian, Jiaya Jia
Computer Vision and Pattern Recognition (CVPR) 2024
[Paper] [Code] [Bib]

hdnet

Prompt Highlighter: Interactive Control for Multi-Modal LLMs
Yuechen Zhang, Shengju Qian, Bohao Peng, Shu Liu, Jiaya Jia
Computer Vision and Pattern Recognition (CVPR) 2024
[Paper] [Code] [Bib]

hdnet

GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D Understanding
Chengyao Wang, Li Jiang, Xiaoyang Wu, Zhuotao Tian, Bohao Peng, Hengshuang Zhao, Jiaya Jia
Computer Vision and Pattern Recognition (CVPR) 2024
[Paper] [Code] [Bib]

hdnet

LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model
Senqiao Yang, Tianyuan Qu, Xin Lai, Zhuotao Tian, Bohao Peng, Shu Liu, Jiaya Jia
Arxiv preprint, 2024
[Paper] [Bib]

hdnet

Hierarchical dense correlation distillation for few-shot segmentation
Bohao Peng, Zhuotao Tian, Xiaoyang Wu, Chengyao Wang, Shu Liu, Jingyong Su, Jiaya Jia
Computer Vision and Pattern Recognition (CVPR) 2023
Highlight (2.4% acceptance rate)

[Paper] [Code] [Bib]



Experiences

  • ACM-ICPC, International Collegiate Programming Contest

    Technical Director
    Hong Kong, 2022

  • Big Bay Computer Competition

    Technical Director
    Shenzhen, 2021

  • CCPC, China Collegiate Programming Contest

    Technical Support
    Shenzhen, 2019