About me

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me (smaller, younger)

Yuanming Hu          胡渊鸣

I am a first-year Ph.D. student at MIT EECS, supported by the Edwin Webster Graduate Fellowship.

Currently, my major research interest is computer graphics (physically based simulation, computational photography, and rendering). I worked on deep learning and computer vision, during my internship with Dr. Stephen Lin at Microsoft Research Asia.

I graduated with honor from Tsinghua University (Yao class) in July 2017. My undergraduate thesis is on automatic photo post-processing using reinforcement learning and adversarial learning (to be presented at SIGGRAPH 2018).

Email: yuanming _at_ mit.edu            Github     LinkedIn

News

  • (2018.4) My article about building a reusable infrastructure for computer graphics is on arXiv.
  • (2018.4) We (finally) released our code for the CVPR 2017 paper "FC4 : Fully Convolutional Color Constancy with Confidence-weighted Pooling".
  • (2018.3) We have one simulation paper conditionally accepted to SIGGRAPH 2018, where I will present two papers.
  • (2018.3) The code for our Exposure project is now open-source.
  • (2018.2) Our paper Exposure: A White-Box Photo Post-Processing Framework is accepted by ACM Transactions on Graphics. I will present it at SIGGRAPH 2018.

Publications

(Undergraduate Thesis)
Exposure: A White-Box Photo Post-Processing Framework 
Yuanming Hu, Hao He, Chenxi Xu, Baoyuan Wang, Stephen Lin

ACM Transactions on Graphics
presented@SIGGRAPH 2018
Project Page & Code

ACM Transactions on Graphics
SIGGRAPH 2018 Supp Video
Code coming soon!

An Asynchronous Material Point Method
Yuanming Hu*, Yu Fang* (joint first authors)

SIGGRAPH 2017, Poster

Research Experience

Ph.D. Student@Massachusetts Institute of Technology 2017.9-
I am now a Ph.D. student at the Computational Fabrication Group, mentored by Prof. Wojciech Matusik. I work on high-performance numerical simulation for computational fabrication and automatic discovery of microstructures.

mit

Visiting Student@The University of Pennsylvania 2017.7-2017.8
I visited Prof. Chenfanfu Jiang during summer 2017. We developed a new material point method that is faster and supports cutting and rigid-body coupling (SIGGRAPH 2018).

penn

Undergraduate Visiting Researcher@Stanford University 2016.6-2016.8
With Prof. Ron Fedkiw, I developed a novel line segment based reconstruction algorithm for fine tree details where previous methods do not perform well.

stanford

Internship Student@The University of Tokyo 2016.3-2016.6
Computer graphics research (physically based animation and rendering) with Prof. Seiichi Koshizuka and Prof. Toshiya Hachisuka. I implemented 10+ graphics papers during this internship and developed an initial version of Taichi, an open-source computer graphics library.

utokyo

Skills

Programming Languages:

        Good at       C++ 14/11, Python 3/2
        Capable of  CUDA, GLSL, Java, CoffeeScript/JavaScript, Mathematica, Haskell, HTML/CSS, Ruby, Bash

Tools: ssh, Vim, Git, TensorFlow, OpenGL, Qt, LaTeX, CMake, Visual Studio, CLion, tmux

(Natural) Languages: Chinese (native), English

        TOEFL: 112/120 (speaking 26)

Programming Contests

Asia-Pacific Informatics Olympiad 2012, China District

China National Olympiad in Informatics 2012

ACM-ICPC Asia Changsha Regional Contest 2013, with my team

ACM-ICPC Asia Shanghai Regional Contest 2014, with my team

China National Olympiad in Informatics 2014

Gold Medal, 1st / 450

Gold Medal, 13th / 350

Gold Medal, 3rd / 200

Gold Medal, 5th / 250

Problem Setter

Academic Services

IEEE Transactions on Image Processing, Reviewer

Hobbies

Photography, graphic design, animated films, creating and destroying everything in my physically based simulators