Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval

Jul 01, 2020
Lee Xiong, Chenyan Xiong, Ye Li, Kwok-Fung Tang, Jialin Liu, Paul Bennett, Junaid Ahmed, Arnold Overwijk

  Access Model/Code and Paper
A Hybrid Evolutionary Algorithm for Reliable Facility Location Problem

Jun 27, 2020
Han Zhang, Jialin Liu, Xin Yao

* Accepted at PPSN2020 

  Access Model/Code and Paper
Wavelet Scattering Networks for Atomistic Systems with Extrapolation of Material Properties

Jun 01, 2020
Paul Sinz, Michael W. Swift, Xavier Brumwell, Jialin Liu, Kwang Jin Kim, Yue Qi, Matthew Hirn

* 15 pages; 10 figures; 4 tables 

  Access Model/Code and Paper
Towards in-store multi-person tracking using head detection and track heatmaps

May 16, 2020
Aibek Musaev, Jiangping Wang, Liang Zhu, Cheng Li, Yi Chen, Jialin Liu, Wanqi Zhang, Juan Mei, De Wang

  Access Model/Code and Paper
A Novel CNet-assisted Evolutionary Level Repairer and Its Applications to Super Mario Bros

May 14, 2020
Tianye Shu, Ziqi Wang, Jialin Liu, Xin Yao

* Accepted at IEEE CEC2020 

  Access Model/Code and Paper
Versatile Black-Box Optimization

Apr 29, 2020
Jialin Liu, Antoine Moreau, Mike Preuss, Baptiste Roziere, Jeremy Rapin, Fabien Teytaud, Olivier Teytaud

* Accepted at GECCO 2020 

  Access Model/Code and Paper
Interactive Evolution and Exploration Within Latent Level-Design Space of Generative Adversarial Networks

Mar 31, 2020
Jacob Schrum, Jake Gutierrez, Vanessa Volz, Jialin Liu, Simon Lucas, Sebastian Risi

* GECCO 2020 

  Access Model/Code and Paper
Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration

Mar 06, 2020
Jian Kang, Danfeng Hong, Jialin Liu, Gerald Baier, Naoto Yokoya, Begüm Demir

  Access Model/Code and Paper
Task Augmentation by Rotating for Meta-Learning

Feb 08, 2020
Jialin Liu, Fei Chao, Chih-Min Lin

* 9 pages 

  Access Model/Code and Paper
Decoder Choice Network for Meta-Learning

Sep 25, 2019
Jialin Liu, Fei Chao, Longzhi Yang, Chih-Min Lin, Qiang Shen

* 13papers 

  Access Model/Code and Paper
Stock Prices Prediction using Deep Learning Models

Sep 25, 2019
Jialin Liu, Fei Chao, Yu-Chen Lin, Chih-Min Lin

  Access Model/Code and Paper
Gradient Boost with Convolution Neural Network for Stock Forecast

Sep 19, 2019
Jialin Liu, Chih-Min Lin, Fei Chao

* UKCL2019.11pages 

  Access Model/Code and Paper
Etalumis: Bringing Probabilistic Programming to Scientific Simulators at Scale

Jul 08, 2019
Atılım Güneş Baydin, Lei Shao, Wahid Bhimji, Lukas Heinrich, Lawrence Meadows, Jialin Liu, Andreas Munk, Saeid Naderiparizi, Bradley Gram-Hansen, Gilles Louppe, Mingfei Ma, Xiaohui Zhao, Philip Torr, Victor Lee, Kyle Cranmer, Prabhat, Frank Wood

* 14 pages, 8 figures 

  Access Model/Code and Paper
Plug-and-Play Methods Provably Converge with Properly Trained Denoisers

May 14, 2019
Ernest K. Ryu, Jialin Liu, Sicheng Wang, Xiaohan Chen, Zhangyang Wang, Wotao Yin

* Published in the International Conference on Machine Learning, 2019 

  Access Model/Code and Paper
Algorithm Portfolio for Individual-based Surrogate-Assisted Evolutionary Algorithms

Apr 22, 2019
Hao Tong, Jialin Liu, Xin Yao

  Access Model/Code and Paper
Rinascimento: Optimising Statistical Forward Planning Agents for Playing Splendor

Apr 03, 2019
Ivan Bravi, Simon Lucas, Diego Perez-Liebana, Jialin Liu

* Submitted to IEEE Conference on Games 2019 

  Access Model/Code and Paper
Voronoi-based Efficient Surrogate-assisted Evolutionary Algorithm for Very Expensive Problems

Jan 17, 2019
Hao Tong, Changwu Huang, Jialin Liu, Xin Yao

  Access Model/Code and Paper
Efficient Evolutionary Methods for Game Agent Optimisation: Model-Based is Best

Jan 03, 2019
Simon M. Lucas, Jialin Liu, Ivan Bravi, Raluca D. Gaina, John Woodward, Vanessa Volz, Diego Perez-Liebana

* 8 pages, to appear in 2019 AAAI workshop on Games and Simulations for Artificial Intelligence (

  Access Model/Code and Paper
Helix: Holistic Optimization for Accelerating Iterative Machine Learning

Dec 14, 2018
Doris Xin, Stephen Macke, Litian Ma, Jialin Liu, Shuchen Song, Aditya Parameswaran

  Access Model/Code and Paper
Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds

Nov 04, 2018
Xiaohan Chen, Jialin Liu, Zhangyang Wang, Wotao Yin

* 18 pages, 6 figures, 1 table. Accepted as spotlight oral in NIPS 2018 

  Access Model/Code and Paper
Helix: Accelerating Human-in-the-loop Machine Learning

Aug 03, 2018
Doris Xin, Litian Ma, Jialin Liu, Stephen Macke, Shuchen Song, Aditya Parameswaran

  Access Model/Code and Paper
General Video Game AI: a Multi-Track Framework for Evaluating Agents, Games and Content Generation Algorithms

Jul 27, 2018
Diego Perez-Liebana, Jialin Liu, Ahmed Khalifa, Raluca D. Gaina, Julian Togelius, Simon M. Lucas

* 20 pages, submitted to IEEE ToG 

  Access Model/Code and Paper
Deep Reinforcement Learning for General Video Game AI

Jun 06, 2018
Ruben Rodriguez Torrado, Philip Bontrager, Julian Togelius, Jialin Liu, Diego Perez-Liebana

* 8 pages, 4 figures, Accepted at the conference on Computational Intelligence and Games 2018 IEEE 

  Access Model/Code and Paper
Shallow decision-making analysis in General Video Game Playing

Jun 04, 2018
Ivan Bravi, Jialin Liu, Diego Perez-Liebana, Simon Lucas

  Access Model/Code and Paper
The N-Tuple Bandit Evolutionary Algorithm for Game Agent Optimisation

May 08, 2018
Simon M Lucas, Jialin Liu, Diego Perez-Liebana

* 9 pages, 3 figures, 3 table. This is the final version of the article accepted by WCCI2018 

  Access Model/Code and Paper
Evolving Mario Levels in the Latent Space of a Deep Convolutional Generative Adversarial Network

May 02, 2018
Vanessa Volz, Jacob Schrum, Jialin Liu, Simon M. Lucas, Adam Smith, Sebastian Risi

* 8 pages, GECCO2018 

  Access Model/Code and Paper
PSO-based Fuzzy Markup Language for Student Learning Performance Evaluation and Educational Application

Feb 24, 2018
Chang-Shing Lee, Mei-Hui Wang, Chi-Shiang Wang, Olivier Teytaud, Jialin Liu, Su-Wei Lin, Pi-Hsia Hung

* This paper is accepted in Feb. 2018 which will be published in IEEE Transactions on Fuzzy Systems 

  Access Model/Code and Paper
Online Convolutional Dictionary Learning

Aug 30, 2017
Jialin Liu, Cristina Garcia-Cardona, Brendt Wohlberg, Wotao Yin

* Proceedings of IEEE International Conference on Image Processing (ICIP), 2017, pp. 1707-1711 
* Accepted to be presented at ICIP 2017 

  Access Model/Code and Paper
Efficient Noisy Optimisation with the Sliding Window Compact Genetic Algorithm

Aug 07, 2017
Simon M. Lucas, Jialin Liu, Diego Pérez-Liébana

* 11 pages, 2 tables, 8 figures 

  Access Model/Code and Paper