Predicting properties of quantum systems
Published:
H.-Y. Huang, R. Kueng, J. Preskill. Predicting many properties of a quantum system from very few measurements (Nature Physics 2020).
Blog posts
2020
2018
Biomedical SpaCy: BioBio
Published:
An easy-to-use natural language processing tool for biomedical texts (based on SpaCy).
Choosing Caltech for my Ph.D. study
Published:
Introspection on my thoughts and summarize the vision for my Ph.D. study.
Machine Reading Comprehension
Published:
H.-Y. Huang, C. Zhu, Y. Shen, W. Chen. FusionNet: Fusing via Fully-aware Attention with Application to Machine Comprehension. Sixth International Conference on Learning Representations (ICLR 2018).
2017
Implicit-Feedback Recommender System
Published:
H.-F. Yu, H.-Y. Huang, I. S. Dhillon, C.-J. Lin. A Unified Algorithm for One-class Structured Matrix Factorization with Side Information. AAAI Conference on Artificial Intelligence (AAAI 2017).
Computational Quantum Mechanics
Published:
Solving the properties of complex quantum systems through Fourier grid Hamiltonian and Quantum Monte Carlo methods.
2016
Special Visual Effects Film
Published:
A Sci-Fi film with numerous hand-crafted special visual effects.
Automatic Machine Learning
Published:
H.-Y. Huang, C.-J. Lin. Linear and Kernel Classification: When to Use Which?, SIAM International Conference on Data Mining (SDM 2016).
Image Stitching
Published:
Automatically stitch and blend several photos to create seamless panorama.
High Dynamic Range Imaging
Published:
Generating high dynamic range images from normal images under different exposure time.
Fluid Simulation with SPH
Published:
Simulating and visualizing fluid through smoothed particle hydrodynamics.
2015
Camera Simulation
Published:
Taking pictures with simulated realistic cameras in virtual world.
Heightfield Geometry
Published:
Creating a geometry type in PBRT system for fast rendering.
Sentence Redundancy Correction
Published:
Identify and correct redundant phrases appearing in a Chinese sentence.
2014
Human Protein Interaction Network
Published:
C.-Y. Chen, A. Ho, H.-Y. Huang, H.-F. Juan, H.-C. Huang. Dissecting the human protein-protein interaction network via phylogenetic decomposition, Scientific reports (2014).