IJCAI

Abstraction for Zooming-In to Unsolvability Reasons of Grid-Cell Problems

Thomas Eiter, Zeynep G. Saribatur, Peter Schüller

Comments Presented at the IJCAI 2019 Workshop on Explainable Artificial Intelligence

Code Completion with Neural Attention and Pointer Networks

Jian Li, Yue Wang, Michael R. Lyu, Irwin King

Comments Accepted in IJCAI 2018

Transfer of Temporal Logic Formulas in Reinforcement Learning

Zhe Xu, Ufuk Topcu

Comments IJCAI'19

Solving Continual Combinatorial Selection via Deep Reinforcement Learning

Hyungseok Song, Hyeryung Jang, Hai H. Tran, Se-eun Yoon, Kyunghwan Son, Donggyu Yun, Hyoju Chung, Yung Yi

Comments Accepted to IJCAI 2019,14 pages,8 figures

Journal ref Proceedings of the Twenty-Eighth International Joint Conference Artificial Intelligence, {IJCAI-19} (2019), 3467--3474

Soft Policy Gradient Method for Maximum Entropy Deep Reinforcement Learning

Wenjie Shi, Shiji Song, Cheng Wu

Comments to be published in Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI-19)

Explaining Deep Classification of Time-Series Data with Learned Prototypes

Alan H. Gee, Diego Garcia-Olano, Joydeep Ghosh, David Paydarfar

Comments The first two authors contributed equally. Accepted May 20, Presented Jun 14, 2019 at the ICML Time-series Workshop in Long Beach, CA, USA. Accepted June 15, Presented Aug 11, 2019 at the IJCAI Workshop on Knowledge Discovery in Healthcare Data in Macao, China. Formal proceedings available in the CEUR Workshop Proceedings (http://ceur-ws.org/Vol-2429/)

Journal ref Proceedings of the 4th International Workshop on Knowledge Discovery in Healthcare Data, co-located with the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019)

Synthetic Lung Nodule 3D Image Generation Using Autoencoders

Steve Kommrusch, Louis-Noël Pouchet

Comments 19 pages, 12 figures, full paper for work initially presented at IJCAI 2018

MEGAN: A Generative Adversarial Network for Multi-View Network Embedding

Yiwei Sun, Suhang Wang, Tsung-Yu Hsieh, Xianfeng Tang, Vasant Honavar

Comments Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI-19

Adversarial Defense by Suppressing High-frequency Components

Zhendong Zhang, Cheolkon Jung, Xiaolong Liang

Comments 3 pages. This paper is a technical report of the 5th place solution in the IJCAI-2019 Alibaba Adversarial AI Challenge. This paper has been accepted by the corresponding workshop

Learning Discriminative features using Center Loss and Reconstruction as Regularizer for Speech Emotion Recognition

Suraj Tripathi, Abhiram Ramesh, Abhay Kumar, Chirag Singh, Promod Yenigalla

Comments 10 pages, Accepted in IJCAI Affective Computing Workshop 2019

Enhanced-alignment Measure for Binary Foreground Map Evaluation

Deng-Ping Fan, Cheng Gong, Yang Cao, Bo Ren, Ming-Ming Cheng, Ali Borji

Comments 8pages, 10 figures, IJCAI 2018 (oral)

Journal ref IJCAI 2018

A Gradient-Based Split Criterion for Highly Accurate and Transparent Model Trees

Klaus Broelemann, Gjergji Kasneci

Journal ref Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI} 2019

Combining Existential Rules and Description Logics (Extended Version)

Antoine Amarilli, Michael Benedikt

Comments 32 pages. To appear in IJCAI 2015. Extended version including proofs

Journal ref Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI), 2015, pages 2691-2697

MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals

Shenda Hong, Cao Xiao, Tengfei Ma, Hongyan Li, Jimeng Sun

Comments Published in IJCAI 2019

RDPD: Rich Data Helps Poor Data via Imitation

Shenda Hong, Cao Xiao, Trong Nghia Hoang, Tengfei Ma, Hongyan Li, Jimeng Sun

Comments Published in IJCAI 2019

Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs

Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang, Rui Yan, Dongyan Zhao

Comments Accepted by IJCAI 2019

Tensor Product Representations of Subregular Formal Languages

Jonathan Rawski

Comments to appear in Proceedings of IJCAI 2019 workshop on Neural-Symbolic Learning and Reasoning

"Mask and Infill" : Applying Masked Language Model to Sentiment Transfer

Xing Wu, Tao Zhang, Liangjun Zang, Jizhong Han, Songlin Hu

Comments IJCAI 2019

EmotionX-KU: BERT-Max based Contextual Emotion Classifier

Kisu Yang, Dongyub Lee, Taesun Whang, Seolhwa Lee, Heuiseok Lim

Comments The 7th International Workshop on Natural Language Processing for Social Media (in conjunction with IJCAI 2019); figure modified

AmazonQA: A Review-Based Question Answering Task

Mansi Gupta, Nitish Kulkarni, Raghuveer Chanda, Anirudha Rayasam, Zachary C Lipton

Comments 8 pages, 7 figures; IJCAI-19; first three authors contribute equally. Data and code available at https://github.com/amazonqa/amazonqa

Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses

Xiao Wang, Siyue Wang, Pin-Yu Chen, Yanzhi Wang, Brian Kulis, Xue Lin, Peter Chin

Comments Published as Conference Paper @ IJCAI 2019

DANE: Domain Adaptive Network Embedding

Yizhou Zhang, Guojie Song, Lun Du, Shuwen Yang, Yilun Jin

Comments 7 pages, 4 figures, accepted by IJCAI 2019

K-margin-based Residual-Convolution-Recurrent Neural Network for Atrial Fibrillation Detection

Yuxi Zhou, Shenda Hong, Junyuan Shang, Meng Wu, Qingyun Wang, Hongyan Li, Junqing Xie

Comments IJCAI 2019

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters

Marius Lindauer, Matthias Feurer, Katharina Eggensperger, André Biedenkapp, Frank Hutter

Comments Accepted at DSO workshop (as part of IJCAI'19)

Neural Variational Inference For Estimating Uncertainty in Knowledge Graph Embeddings

Alexander I. Cowen-Rivers, Pasquale Minervini, Tim Rocktaschel, Matko Bosnjak, Sebastian Riedel, Jun Wang

Comments Accepted at IJCAI 19 Neural-Symbolic Learning and Reasoning Workshop

A Regularized Opponent Model with Maximum Entropy Objective

Zheng Tian, Ying Wen, Zhichen Gong, Faiz Punakkath, Shihao Zou, Jun Wang

Comments Accepted to International Joint Conference on Artificial Intelligence (IJCA2019)

KitcheNette: Predicting and Recommending Food Ingredient Pairings using Siamese Neural Networks

Donghyeon Park, Keonwoo Kim, Yonggyu Park, Jungwoon Shin, Jaewoo Kang

Comments Accepted and to be appeared in IJCAI-2019

Robust Audio Adversarial Example for a Physical Attack

Hiromu Yakura, Jun Sakuma

Comments Accepted to IJCAI 2019

Local Score Dependent Model Explanation for Time Dependent Covariates

Xochitl Watts, Freddy Lecue

Comments Work accepted as full paper for presentation at XAI (Explainable AI) workshop at Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI) 2019 in Macao, China - August 10-16, 2019

Generative Visual Dialogue System via Adaptive Reasoning and Weighted Likelihood Estimation

Heming Zhang, Shalini Ghosh, Larry Heck, Stephen Walsh, Junting Zhang, Jie Zhang, C. -C. Jay Kuo

Comments IJCAI 2019