Xin Qian (@xeniaqian94)
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xeniaqian94

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Top repositories

1

RLeToR

A PyTorch implementation of REINFORCE Learning To Rank on OSHUMED, MQ, etc. dataset. Basic idea also appears in SIGIR'17 Reinforcement Learning to Rank with Markov Decision Process
C
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2

SLAM

Second-language acquisition modeling, that extends the task of knowledge tracing. PyTorch implementations of neural collaborative filtering, (TODO) deep knowledge tracking (LSTM and Memory Network) on Assistment09 benchmark dataset.
Jupyter Notebook
7
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3

10707-Deep-Learning

Numpy implementations (free of TensorFlow or PyTorch, hand-crafted back-propagation) of multilayer perceptron (MLP) with batch normalization, Contrastive Divergence & Restricted Boltzmann Machine (RBM), Autoencoder, Language Modeling with joint trained embedding. This repository reflects the theory and methodology of deep learning, http://www.cs.cmu.edu/~rsalakhu/10707/
Roff
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4

kdd21-MLVis

Data and supplementary materials for KDD'21 paper "Learning to Recommend Visualizations from Data".
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5

DVQA

Partial implementation of the paper DVQA: Understanding Data Visualizations via Question Answering [CVPR 2018].
Python
3
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6

Library-Database-Management-System

Final Project of Intro to Database Management System, ZJU
CSS
3
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7

RTree-Implementation

Course Project of COMP3323 Advanced Database Systems, HKU
C++
2
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8

Figure-captioning-corpus-analysis

Corpus repository for the CHI-LBW'20 paper "A Formative Study on Designing Accurate and Natural Figure Captioning Systems".
2
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9

Reliable-Data-Transfer-3.0-Protocol-Networking

Project of COMP 3234, Computer and Communication Networks
C
2
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10

Hand-Written-Digit-Classification

Coursework of COMP 3314 Machine Learning, HKU
MATLAB
2
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11

11-775-Large-Scale-Multimedia-Analysis

Implementations on computer vision, audio and speech processing, multi-media files and streaming, multi-modal signal processing, video retrieval, semantics, and text generation.
Python
2
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12

Java-P2P-Image-Transfer

Coursework of COMP2396 Object-oriented Programming and Java, HKU
Java
1
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13

11741

Assignments for Machine Learning for Text Analysis
Python
1
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14

Haskell-Practice

Coursework of COMP 3258 Functional Programming, HKU
Haskell
1
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15

xeniaqian94.github.io

Personal Blog repository
HTML
1
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16

11711-Algorithm-for-NLP

Implementations of statistical learning techniques for natural language processing: language modeling, parsing, feature engineering and word alignment.
Java
1
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17

web2021-figure-captioning

Data and supplementary materials for the Web Conference 2021 paper "Generating Accurate Caption Units For Figure Captioning".
HTML
1
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