Haofeng Li  李灏峰


I am a research scientist and principle investigator (PI) in Shenzhen Research Institute of Big Data, The Chinese University of Hong Kong (Shenzhen). My recent interests are medical image analysis, computer vision and artificial intelligence.

I am searching for visiting students/PhD students in SRIBD, CUHK(SZ) under my supervision. Please send your CV to lhaof[at]foxmail[dot]com after reading the recruitment info. (Updated on 2021/07/18)

本人招收有科研意向的访问学生,以及有意入读港中大(深圳)的博士生。

[Google Scholar] [Github] [ResearchGate] [Linkedin] [ORCID]

Experience

2020.06-Now, Research Scentist, SRIBD, CUHK(SZ)

2015.09-2020.03, PhD in Computer Science, HKU; advised by IEEE Fellow Prof. Yizhou Yu

2011.09-2015.06, BSc in Computer Science, SYSU; GPA Rank of 1/102

Professional Activities

Reviewer for IEEE Transactions on PAMI (CCF-A)
Reviewer for IEEE Transactions on Image Processing (CCF-A)
Reviewer for Pattern Regconition (CCF-B)
Reviewer for Neurocomputing, IEEE Access, The Visual Computer Journal
Member of China Computer Federation CCF

Advisees

2018-2019, Guanqi Chen, Sun Yat-sen University
2018-2019, Xiang He, Sun Yat-sen University ---> CloudWalk

Publications

Robust Real-World Image Super-Resolution against Adversarial Attacks
Jiutao Yue*, Haofeng Li* (Equal Contribution), Pengxu Wei, Guanbin Li, Liang Lin
to appear in ACM Multimedia (CCF A), 2021.10

SSMD: Semi-Supervised medical image detection with adaptive consistency and heterogeneous perturbation
Hong-Yu Zhou*, Chengdi Wang*, Haofeng Li* (Equal Contribution), et al.
Medical Image Analysis (IF = 8.545), 2021.08

Online Alternate Generator against Adversarial Attacks
Haofeng Li, Yirui Zeng, Guanbin Li, Liang Lin, Yizhou Yu
TIP (CCF A, IF=10.856), 2020.09

Motion Guided Attention for Video Salient Object Detection
Haofeng Li, Guanqi Chen, Guanbin Li, Yizhou Yu
ICCV (CCF A), 2019.11
Code

ROSA: Robust Salient Object Detection Against Adversarial Attacks
Haofeng Li, Guanbin Li, Yizhou Yu
IEEE Transactions on Cybernetics (JCR Q1, IF=11.079), 2019
Code

Context Aware Semantic Inpainting
Haofeng Li, Guanbin Li, Liang Lin, Hongchuan Yu, Yizhou Yu
IEEE Transactions on Cybernetics (JCR Q1), 2018
Code

Non-Local Context Encoder: Robust Biomedical Image Segmentation against Adversarial Attacks
Xiang He, Sibei Yang, Guanbin Li, Haofeng Li, Huiyou Chang, Yizhou Yu
Oral Presentation in AAAI (CCF A), 2019

Harvesting Visual Objects from Internet Images via Deep Learning Based Objectness Assessment
Kan Wu, Guanbin Li, Haofeng Li, Jianjun Zhang, Yizhou Yu
ACM Transactions on Multimedia Computing, Communications and Applications TOMM (CCF B), 2019

Context and Adversarial Learning in Low-level Vision
Haofeng Li
PhD Thesis, The University of Hong Kong, Pokfulam, Hong Kong SAR, 2020

Patents

李灏峰,李冠彬,刘婷婷,黄婷婷,“图像处理方法、装置及电子设备”,编号CN111046379A,公开日2019/07/02

李冠彬,曾怡瑞,李灏峰,林倞,“一种基于在线迭代生成器的对抗防御方法及系统”,编号CN110796608A,公开日2020/02/14

Honors

2021.05, Overseas High-Caliber Personnel in Shenzhen

2015-2020, Hong Kong PhD Fellowship, HKPF

2014.12, Silver Medal in ACM-ICPC, Asia Regional

2012,2013,2014, National Scholarship in China (top 1% awarded)

2017.05, 2nd Runner-up Prize in Hang Seng Bank FinTech Hackathon, 10,000 HKD

2014.10, China Computer Federation (CCF) Outstanding Undergraduate Award (100 awardees)

2014.04, Meritorious Winner of American Mathematical Contest in Modeling

Skills

Program Language: Python, C++/C, Lua, Matlab
Deep Learning Tool: Pytorch, Torch, Caffe
English Level: IELTS 7.0 (Reading 8.5, Writing 7.0), CET-6 545, CET-4 576