IJCAI

On the Complexity of Learning from Label Proportions

Benjamin Fish, Lev Reyzin

Comments this is an extended and corrected version of an IJCAI 2017 paper, 13 pages

A Strongly Asymptotically Optimal Agent in General Environments

Michael K. Cohen, Elliot Catt, Marcus Hutter

Comments 7 pages, 3 figures

Journal ref Proc.IJCAI (2019) 2179-2186

KSR: A Semantic Representation of Knowledge Graph within a Novel Unsupervised Paradigm

Han Xiao, Minlie Huang, Xiaoyan Zhu

Comments submitting to IJCAI 2018

Scalable Deployment of AI Time-series Models for IoT

Bradley Eck, Francesco Fusco, Robert Gormally, Mark Purcell, Seshu Tirupathi

Journal ref Workshop AI for Internet of Things, IJCAI 2019

Mappa Mundi: An Interactive Artistic Mind Map Generator with Artificial Imagination

Ruixue Liu, Baoyang Chen, Meng Chen, Youzheng Wu, Zhijie Qiu, Xiaodong He

Comments Paper accepted by IJCAI 2019 Demo track

Learning Relational Representations with Auto-encoding Logic Programs

Sebastijan Dumancic, Tias Guns, Wannes Meert, Hendrik Blockeel

Comments 8 pages,4 figures, paper + supplement, published at IJCAI

A Comparative Study of Distributional and Symbolic Paradigms for Relational Learning

Sebastijan Dumancic, Alberto Garcia-Duran, Mathias Niepert

Comments corrected version: incorrect evaluation fixed; IJCAI 2019

Heat and Blur: An Effective and Fast Defense Against Adversarial Examples

Haya Brama, Tal Grinshpoun

Comments Submitted to IJCAI 2020 conference

Exploring and Distilling Cross-Modal Information for Image Captioning

Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Kai Lei, Xu Sun

Comments Accepted by IJCAI 2019

Solving Integer Linear Programs with a Small Number of Global Variables and Constraints

Pavel Dvořák, Eduard Eiben, Robert Ganian, Dušan Knop, Sebastian Ordyniak

Comments 24 pages; an extended abstract appeared in proceedings of IJCAI 2017

Generating Thematic Chinese Poetry using Conditional Variational Autoencoders with Hybrid Decoders

Xiaopeng Yang, Xiaowen Lin, Shunda Suo, Ming Li

Comments Accepted by IJCAI-18

Action Assembly: Sparse Imitation Learning for Text Based Games with Combinatorial Action Spaces

Chen Tessler, Tom Zahavy, Deborah Cohen, Daniel J. Mankowitz, Shie Mannor

Comments Under review at IJCAI 2020

Confirmatory Bayesian Online Change Point Detection in the Covariance Structure of Gaussian Processes

Jiyeon Han, Kyowoon Lee, Anh Tong, Jaesik Choi

Comments IJCAI 2019 Comments: 12 pages, LaTeX; Revised conditions of Theorems in section 4, results unchanged

Learning Fine Grained Place Embeddings with Spatial Hierarchy from Human Mobility Trajectories

Toru Shimizu, Takahiro Yabe, Kota Tsubouchi

Comments submitted to IJCAI 2020

On Rational Entailment for Propositional Typicality Logic

Richard Booth, Giovanni Casini, Thomas Meyer, Ivan Varzinczak

Comments 27 pages; extended and elaborated version of a paper presented at the 24th International Joint Conference on Artificial Intelligence (IJCAI 2015)

Deeper Connections between Neural Networks and Gaussian Processes Speed-up Active Learning

Evgenii Tsymbalov, Sergei Makarychev, Alexander Shapeev, Maxim Panov

Journal ref Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence {IJCAI-19}, 2019

Model-theoretic Characterizations of Existential Rule Languages

Heng Zhang, Yan Zhang, Guifei Jiang

Comments 17 pages, 2 figures, the full version of a paper submitted to IJCAI 2020

Ro-SOS: Metric Expression Network (MEnet) for Robust Salient Object Segmentation

Delu Zeng, Yixuan He, Li Liu, Zhihong Chen, Jiabin Huang, Jie Chen, John Paisley

Comments This version: 11 pages (12 with reference), 12 figures, 5 table; Version 1: 7 pages,7 figures, 4 tables; The paper for version 1 has been accepted by International Joint Conference on Artificial Intelligence (IJCAI),2018

Sequential Recommender Systems: Challenges, Progress and Prospects

Shoujin Wang, Liang Hu, Yan Wang, Longbing Cao, Quan Z. Sheng, Mehmet Orgun

Comments IJCAI-2019 Survey Track Paper

Temporally Folded Convolutional Neural Networks for Sequence Forecasting

Matthias Weissenbacher

Comments 8 pages, 4 figures, submitted to IJCAI 2020 Proceedings

Modeling Musical Structure with Artificial Neural Networks

Stefan Lattner

Comments 152 pages, 28 figures, 10 tables. PhD thesis, Johannes Kepler University Linz, October 2019. Includes results from https://www.ijcai.org/Proceedings/15/Papers/348.pdf, arXiv:1612.04742, arXiv:1708.05325, arXiv:1806.08236, and arXiv:1806.08686 (see Section 1.2 for detailed information)

Learning fine-grained search space pruning and heuristics for combinatorial optimization

Juho Lauri, Sourav Dutta, Marco Grassia, Deepak Ajwani

Comments Integrates three works which appeared at AAAI'19 [arXiv:1902.08455], the DSO workshop at IJCAI'19 [arXiv:1910.00517] and CIKM'19

Personalized Multimedia Item and Key Frame Recommendation

Le Wu, Lei Chen, Yonghui Yang, Richang Hong, Yong Ge, Xing Xie, Meng Wang

Comments The updated version is publised in IJCAI 2019, https://doi.org/10.24963/ijcai.2019/198

A New Approach for Explainable Multiple Organ Annotation with Few Data

Régis Pierrard, Jean-Philippe Poli, Céline Hudelot

Journal ref IJCAI 2019 Workshop on Explainable Artificial Intelligence (XAI), Aug 2019, Macao, Macau SAR China

Democratic Fair Allocation of Indivisible Goods

Erel Segal-Halevi, Warut Suksompong

Comments Appears in the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI), 2018

Journal ref Artificial Intelligence, 277:103167 (2019)

Monte-Carlo Tree Search for Policy Optimization

Xiaobai Ma, Katherine Driggs-Campbell, Zongzhang Zhang, Mykel J. Kochenderfer

Comments IJCAI 2019

Journal ref In Proceedings of the 28th International Joint Conference on Artificial Intelligence, pp. 3116-3122. AAAI Press, 2019

Single-Channel Signal Separation and Deconvolution with Generative Adversarial Networks

Qiuqiang Kong, Yong Xu, Wenwu Wang, Philip J. B. Jackson, Mark D. Plumbley

Comments 7 pages. Accepted by IJCAI 2019

Journal ref International Joint Conference on Artificial Intelligence (IJCAI), 2019, pp. 2747-2753

Thompson Sampling on Symmetric $α$-Stable Bandits

Abhimanyu Dubey, Alex Pentland

Comments IJCAI 2019 Camera Ready with appendix, updated Theorem 1

Efficient Relaxed Gradient Support Pursuit for Sparsity Constrained Non-convex Optimization

Fanhua Shang, Bingkun Wei, Hongying Liu, Yuanyuan Liu, Jiacheng Zhuo

Comments 7 pages, 3 figures, Appeared at the Data Science Meets Optimization Workshop (DSO) at IJCAI'19

Fast and Effective Adaptation of Facial Action Unit Detection Deep Model

Mihee Lee, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic

Comments Presented at 2019 IJCAI Affective Computing Workshop