Posts by Tags

Bioinformatics

Biomedical SpaCy: BioBio

1 minute read

Published:

An easy-to-use natural language processing tool for biomedical texts (based on SpaCy).

Human Protein Interaction Network

1 minute read

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).

Classification

Automatic Machine Learning

1 minute read

Published:

H.-Y. Huang, C.-J. Lin. Linear and Kernel Classification: When to Use Which?, SIAM International Conference on Data Mining (SDM 2016).

Computational Methods

Computational Quantum Mechanics

1 minute read

Published:

Solving the properties of complex quantum systems through Fourier grid Hamiltonian and Quantum Monte Carlo methods.

Computer Science

Special Visual Effects Film

less than 1 minute read

Published:

A Sci-Fi film with numerous hand-crafted special visual effects.

Image Stitching

1 minute read

Published:

Automatically stitch and blend several photos to create seamless panorama.

High Dynamic Range Imaging

less than 1 minute read

Published:

Generating high dynamic range images from normal images under different exposure time.

Fluid Simulation with SPH

1 minute read

Published:

Simulating and visualizing fluid through smoothed particle hydrodynamics.

Camera Simulation

less than 1 minute read

Published:

Taking pictures with simulated realistic cameras in virtual world.

Heightfield Geometry

less than 1 minute read

Published:

Creating a geometry type in PBRT system for fast rendering.

Data mining

Implicit-Feedback Recommender System

1 minute read

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).

Automatic Machine Learning

1 minute read

Published:

H.-Y. Huang, C.-J. Lin. Linear and Kernel Classification: When to Use Which?, SIAM International Conference on Data Mining (SDM 2016).

Data structure

Heightfield Geometry

less than 1 minute read

Published:

Creating a geometry type in PBRT system for fast rendering.

Decision

Digital Visual Effects

Special Visual Effects Film

less than 1 minute read

Published:

A Sci-Fi film with numerous hand-crafted special visual effects.

Image Stitching

1 minute read

Published:

Automatically stitch and blend several photos to create seamless panorama.

High Dynamic Range Imaging

less than 1 minute read

Published:

Generating high dynamic range images from normal images under different exposure time.

Camera Simulation

less than 1 minute read

Published:

Taking pictures with simulated realistic cameras in virtual world.

Heightfield Geometry

less than 1 minute read

Published:

Creating a geometry type in PBRT system for fast rendering.

Film

Special Visual Effects Film

less than 1 minute read

Published:

A Sci-Fi film with numerous hand-crafted special visual effects.

Camera Simulation

less than 1 minute read

Published:

Taking pictures with simulated realistic cameras in virtual world.

Introspection

Language model

Machine learning

Predicting properties of quantum systems

7 minute read

Published:

H.-Y. Huang, R. Kueng, J. Preskill. Predicting many properties of a quantum system from very few measurements (Nature Physics 2020).

Biomedical SpaCy: BioBio

1 minute read

Published:

An easy-to-use natural language processing tool for biomedical texts (based on SpaCy).

Machine Reading Comprehension

1 minute read

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).

Implicit-Feedback Recommender System

1 minute read

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).

Automatic Machine Learning

1 minute read

Published:

H.-Y. Huang, C.-J. Lin. Linear and Kernel Classification: When to Use Which?, SIAM International Conference on Data Mining (SDM 2016).

Natural language processing

Biomedical SpaCy: BioBio

1 minute read

Published:

An easy-to-use natural language processing tool for biomedical texts (based on SpaCy).

Machine Reading Comprehension

1 minute read

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).

Fluid Simulation with SPH

1 minute read

Published:

Simulating and visualizing fluid through smoothed particle hydrodynamics.

Network

Human Protein Interaction Network

1 minute read

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).

Partial Differential Equation

Image Stitching

1 minute read

Published:

Automatically stitch and blend several photos to create seamless panorama.

Physical Simulation

Fluid Simulation with SPH

1 minute read

Published:

Simulating and visualizing fluid through smoothed particle hydrodynamics.

Physics

Computational Quantum Mechanics

1 minute read

Published:

Solving the properties of complex quantum systems through Fourier grid Hamiltonian and Quantum Monte Carlo methods.

Fluid Simulation with SPH

1 minute read

Published:

Simulating and visualizing fluid through smoothed particle hydrodynamics.

Protein Interaction Network

Human Protein Interaction Network

1 minute read

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).

Quantum Mechanics

Computational Quantum Mechanics

1 minute read

Published:

Solving the properties of complex quantum systems through Fourier grid Hamiltonian and Quantum Monte Carlo methods.

Quantum information

Predicting properties of quantum systems

7 minute read

Published:

H.-Y. Huang, R. Kueng, J. Preskill. Predicting many properties of a quantum system from very few measurements (Nature Physics 2020).

Question Answering

Machine Reading Comprehension

1 minute read

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).

Recommender system

Implicit-Feedback Recommender System

1 minute read

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).

Rendering

Fluid Simulation with SPH

1 minute read

Published:

Simulating and visualizing fluid through smoothed particle hydrodynamics.

Research Project

Predicting properties of quantum systems

7 minute read

Published:

H.-Y. Huang, R. Kueng, J. Preskill. Predicting many properties of a quantum system from very few measurements (Nature Physics 2020).

Machine Reading Comprehension

1 minute read

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).

Implicit-Feedback Recommender System

1 minute read

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).

Automatic Machine Learning

1 minute read

Published:

H.-Y. Huang, C.-J. Lin. Linear and Kernel Classification: When to Use Which?, SIAM International Conference on Data Mining (SDM 2016).

Human Protein Interaction Network

1 minute read

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).

Side Project

Biomedical SpaCy: BioBio

1 minute read

Published:

An easy-to-use natural language processing tool for biomedical texts (based on SpaCy).

Computational Quantum Mechanics

1 minute read

Published:

Solving the properties of complex quantum systems through Fourier grid Hamiltonian and Quantum Monte Carlo methods.

Special Visual Effects Film

less than 1 minute read

Published:

A Sci-Fi film with numerous hand-crafted special visual effects.

Image Stitching

1 minute read

Published:

Automatically stitch and blend several photos to create seamless panorama.

High Dynamic Range Imaging

less than 1 minute read

Published:

Generating high dynamic range images from normal images under different exposure time.

Fluid Simulation with SPH

1 minute read

Published:

Simulating and visualizing fluid through smoothed particle hydrodynamics.

Camera Simulation

less than 1 minute read

Published:

Taking pictures with simulated realistic cameras in virtual world.

Heightfield Geometry

less than 1 minute read

Published:

Creating a geometry type in PBRT system for fast rendering.