Hammond Liu (劉浩銘)
Background
I’m a rising senior at NYU Shanghai. My major is Computer Science, and I also minor in Mathematics. Academic research has brought me a lot of fun, so I’m likely to pursue a PhD degree after graduation.
My research interests are broadly in the Computer Vision field. Recent research topics includes semantic segmentation, few-shot segmentation, and structural re-parameterization.
Education
2019-Present
B.S., Computer Science, NYU Shanghai, China. (GPA: 3.91/4.00)
Publications
2022
Pyramid-context Guided Feature Fusion for RGB-D Semantic Segmentation
Accepted by ICME 2022 (3DMM Workshop)
Haoming Liu*, Li Guo* (equal contribution), Zhongwen Zhou, Hanyuan Zhang
Projects
Spring 2022
Evaluating Parameter-Efficient Tuning Methods in Low-Data Regimes [Report] [Code]
Course Final Project (DS-UA 203: Machine Learning for Language Understanding)
Haoming Liu, Xiaochen Lu, Wenbin Qi, Mentor: Prof. Sam Bowman
Spring 2022
Self-supervised Pre-training for Object Detection [Video] [Report] [Code]
Course Final Competition [Rank 3] (CSCI-GA 2572: Deep Learning)
Haoming Liu, Wenbin Qi, Haorui Li, Mentor: Prof. Yann LeCun, Prof. Alfredo Canziani
Fall 2021
RepMAF: When Re-parameterization Meets Multi-scale Attention [Report] [Code]
Course Final Project (CSCI-GA 2271: Computer Vision)
Haoming Liu, Chen Song Zhang, Jiayao Jin, Mentor: Prof. Rob Fergus
Summer 2021
Contract Parsing & Key Content Extraction [Intro]
Research Assistant Project on Optical Character Recognition
Haoming Liu, Mentor: Prof. Chenghe Guan
Summer 2021
A General Feature Fusion Paradigm for RGB-D Semantic Segmentation [Report] [Code]
DURF Summer Research Project
Haoming Liu, Mentor: Prof. Li Guo
Fall 2020
Face Mask Detection based on Transfer Learning and YOLO v4 [Report] [Code]
Course Final Project (CSCI-SHU 360: Machine Learning)
Haoming Liu, Kaiwen Dai, Chunli Xu, Mentor: Prof. Enric Junqué de Fortuny
Fall 2020
Life Hacking on Time Management: Daily Life Visualization [Report]
Course Final Project (CSCI-SHU 235: Information Visualization)
Haoming Liu, Mentor: Prof. Xianbin Gu
Summer 2020
Large-parallax Image Alignment Algorithm based on Sub-plane Segmentation [Report]
DURF Summer Research Project
Haoming Liu, Mentor: Prof. Xianbin Gu
Experience
2020-Present
Computer Vision Research Assistant, Mentor: Prof. Li Guo, NYU Shanghai.
Fall 2022
Lead Learning Assistant, CSCI-SHU 360: Machine Learning, NYU Shanghai.
Summer 2021
OCR Research Assistant, Mentor: Prof. Chenghe Guan, NYU Shanghai.
2020-2021
President, Splice Club (CS/DS focused), NYU Shanghai.
Spring 2021
Learning Assistant, CSCI-SHU 235: Information Visualization, NYU Shanghai.
Courses
CSCI-SHU 2314: Discrete Maths
MATH-SHU 140: Linear Algebra
MATH-SHU 235: Probability and Statistics
MATH-UA 123: Calculus III
MATH-UA 251: Intro to Math Modeling
CSCI-SHU 210: Data Structures
CSCI-SHU 220: Algorithms
CSCI-SHU 235: Information Visualization
CSCI-UA 201: Computer Systems Organization
CSCI-UA 467: Applied Internet Technology (audit)
CSCI-UA 480: Computer Networks
CSCI-SHU 360: Machine Learning
CSCI-UA 9472: Artificial Intelligence
LING-UA 52: Machine Learning for Language Understanding
CSCI-GA 2271: Computer Vision (graduate-level)
CSCI-GA 2572: Deep Learning (graduate-level)
Awards & Honors
2021-2022
Dean’s List for Academic Year, NYU Shanghai.
Summer 2022
Research Assistant Fund, NYU Shanghai.
2020-2021
Dean’s List for Academic Year, NYU Shanghai.
Summer 2021
Research Assistant Fund, NYU Shanghai.
Summer 2021
Deans’ Undergraduate Research Fund, NYU Shanghai.
2019-2020
Dean’s List for Academic Year, NYU Shanghai.
Summer 2020
Deans’ Undergraduate Research Fund, NYU Shanghai.
Links
Harry Lee | 李昊蕤
汤姆的杂货铺
Xinhao Liu | 刘歆昊
Last Update: July 2022