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
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]
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]
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]
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]
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]
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]
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