IJCAI

A survey of machine learning-based physics event generation

Yasir Alanazi, N. Sato, Pawel Ambrozewicz, Astrid N. Hiller Blin, W. Melnitchouk, Marco Battaglieri, Tianbo Liu, Yaohang Li

Comments 8 pages, 2 figures, paper accepted for publication in IJCAI2021

Journal ref Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21) Survey Track, p. 4286 (2021)

Simulation of electron-proton scattering events by a Feature-Augmented and Transformed Generative Adversarial Network (FAT-GAN)

Yasir Alanazi, N. Sato, Tianbo Liu, W. Melnitchouk, Pawel Ambrozewicz, Florian Hauenstein, Michelle P. Kuchera, Evan Pritchard, Michael Robertson, Ryan Strauss, Luisa Velasco, Yaohang Li

Comments 7 pages, 5 figures, expanded author list, paper accepted in IJCAI21

Journal ref Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21) Main Track, p. 2126 (2021)

Non-contact Pain Recognition from Video Sequences with Remote Physiological Measurements Prediction

Ruijing Yang, Ziyu Guan, Zitong Yu, Xiaoyi Feng, Jinye Peng, Guoying Zhao

Comments IJCAI 2021

Journal ref https://www.ijcai.org/proceedings/2021/170

GM-MLIC: Graph Matching based Multi-Label Image Classification

Yanan Wu, He Liu, Songhe Feng, Yi Jin, Gengyu Lyu, Zizhang Wu

Comments Accepted by International Joint Conferences on Artificial Intelligence (IJCAI-2021)

Journal ref the Thirtieth International Joint Conference on Artificial Intelligence(IJCAI), 2021: 1179--1185

Conjunction Data Messages behave as a Poisson Process

Francisco Caldas, Claudia Soares, Cláudia Nunes, Marta Guimarães, Mariana Filipe, Rodrigo Ventura

Comments Presented at AI4Spacecraft (IJCAI 2021 workshop)

Journal ref AI for Spacecraft Longevity conference proceedings (IJCAI 2021 workshop)

VisioRed: A Visualisation Tool for Interpretable Predictive Maintenance

Spyridon Paraschos, Ioannis Mollas, Nick Bassiliades, Grigorios Tsoumakas

Comments 4 pages, 2 figures, Submitted to IJCAI

Automated Machine Learning on Graphs: A Survey

Ziwei Zhang, Xin Wang, Wenwu Zhu

Comments IJCAI 2021 Survey Track. Change bib style for better retrieval and add paper collection URL

Exploring the Asynchronous of the Frequency Spectra of GAN-generated Facial Images

Binh M. Le, Simon S. Woo

Comments International Workshop on Safety and Security of Deep Learning IJCAI, 2021

Stochastic Actor-Executor-Critic for Image-to-Image Translation

Ziwei Luo, Jing Hu, Xin Wang, Siwei Lyu, Bin Kong, Youbing Yin, Qi Song, Xi Wu

Journal ref IJCAI 2021

Human-AI Collaboration with Bandit Feedback

Ruijiang Gao, Maytal Saar-Tsechansky, Maria De-Arteaga, Ligong Han, Min Kyung Lee, Matthew Lease

Comments Accepted at IJCAI 2021

Journal ref In Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI), pages 1722--1728, 2021

Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks

Pengyong Li, Jun Wang, Ziliang Li, Yixuan Qiao, Xianggen Liu, Fei Ma, Peng Gao, Seng Song, Guotong Xie

Comments accepted by the 30th International Joint Conference on Artificial Intelligence (IJCAI-21)

Active Learning Meets Optimized Item Selection

Bernard Kleynhans, Xin Wang, Serdar Kadıoğlu

Comments IJCAI 2021 Data Science Meets Optimization Workshop (DSO@IJCAI 2021)

DACBench: A Benchmark Library for Dynamic Algorithm Configuration

Theresa Eimer, André Biedenkapp, Maximilian Reimer, Steven Adriaensen, Frank Hutter, Marius Lindauer

Comments Accepted at IJCAI 2021

Journal ref 30th International Joint Conference on Artificial Intelligence (IJCAI 2021)

Entropy Penalized Semidefinite Programming

Mikhail Krechetov, Jakub Marecek, Yury Maximov, Martin Takac

Comments 28th International Joint Conference on Artificial Intelligence, 2019

Journal ref Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019. Pages 1123-1129

Online Selection of Diverse Committees

Virginie Do, Jamal Atif, Jérôme Lang, Nicolas Usunier

Comments Proceedings of IJCAI 2021

Hardware-friendly Deep Learning by Network Quantization and Binarization

Haotong Qin

Journal ref Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence 2021

An Online Learning Framework for Energy-Efficient Navigation of Electric Vehicles

Niklas Åkerblom, Yuxin Chen, Morteza Haghir Chehreghani

Comments Accepted at IJCAI 2020 Main Track. Sole copyright holder is IJCAI (International Joint Conferences on Artificial Intelligence), all rights reserved. Available at https://www.ijcai.org/Proceedings/2020/284

Journal ref IJCAI 2020, Pages 2051-2057

GraphVICRegHSIC: Towards improved self-supervised representation learning for graphs with a hyrbid loss function

Sayan Nag

Comments Paper Accepted in the Weakly Supervised Representation Learning Workshop, IJCAI 2021 (IJCAI2021-WSRL)

The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs

Christopher Morris, Matthias Fey, Nils M. Kriege

Comments Accepted at IJCAI 2021 (survey track)

A Performance-Explainability Framework to Benchmark Machine Learning Methods: Application to Multivariate Time Series Classifiers

Kevin Fauvel, Véronique Masson, Élisa Fromont

Comments In Proceedings of the IJCAI-PRICAI 2020 Workshop on Explainable Artificial Intelligence. An example of this framework in use is available in arXiv:2005.03645

Where is your place, Visual Place Recognition?

Sourav Garg, Tobias Fischer, Michael Milford

Comments Accepted to the International Joint Conference on Artificial Intelligence (IJCAI2021)

Structure-aware Image Inpainting with Two Parallel Streams

Zhilin Huang, Chujun Qin, Ruixin Liu, Zhenyu Weng, Yuesheng Zhu

Comments 9 pages, 8 figures, rejected by IJCAI 2021

Node-wise Localization of Graph Neural Networks

Zemin Liu, Yuan Fang, Chenghao Liu, Steven C. H. Hoi

Journal ref Published in the proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI 2021)

Major Depressive Disorder Recognition and Cognitive Analysis Based on Multi-layer Brain Functional Connectivity Networks

Xiaofang Sun, Xiangwei Zheng, Yonghui Xu, Lizhen Cui, Bin Hu

Journal ref International Workshop on AI for Cognitive and Physical Frailty Workshop in Conjunction with IJCAI 2021 (AIF-IJCAI'21)

Spline Positional Encoding for Learning 3D Implicit Signed Distance Fields

Peng-Shuai Wang, Yang Liu, Yu-Qi Yang, Xin Tong

Comments Accepted by IJCAI 2021; Code: https://github.com/microsoft/SplinePosEnc

Regularizing Variational Autoencoder with Diversity and Uncertainty Awareness

Dazhong Shen, Chuan Qin, Chao Wang, Hengshu Zhu, Enhong Chen, Hui Xiong

Journal ref Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, {IJCAI-21}, 2021

Laughing Heads: Can Transformers Detect What Makes a Sentence Funny?

Maxime Peyrard, Beatriz Borges, Kristina Gligorić, Robert West

Comments Published at IJCAI 2021

On Guaranteed Optimal Robust Explanations for NLP Models

Emanuele La Malfa, Agnieszka Zbrzezny, Rhiannon Michelmore, Nicola Paoletti, Marta Kwiatkowska

Comments 13 pages (8+5 Appendix). Accepted as long-paper at IJCAI 2021

Journal ref Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence 2021

Hypernetworks for Continual Semi-Supervised Learning

Dhanajit Brahma, Vinay Kumar Verma, Piyush Rai

Comments Accepted to CSSL workshop at IJCAI 2021 (Best Student Paper Award)

Interpretable Mammographic Image Classification using Case-Based Reasoning and Deep Learning

Alina Jade Barnett, Fides Regina Schwartz, Chaofan Tao, Chaofan Chen, Yinhao Ren, Joseph Y. Lo, Cynthia Rudin

Comments 10 pages, 6 figures, accepted for oral presentation at the IJCAI-21 Workshop on Deep Learning, Case-Based Reasoning, and AutoML: Present and Future Synergies. arXiv admin note: substantial text overlap with arXiv:2103.12308