IJCAI

Multi-task Maximum Entropy Inverse Reinforcement Learning

Adam Gleave, Oliver Habryka

Comments Presented at 1st Workshop on Goal Specifications for Reinforcement Learning (ICML/IJCAI/AAMAS 2018)

Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting

Bing Yu, Haoteng Yin, Zhanxing Zhu

Comments Proceedings of the 27th International Joint Conference on Artificial Intelligence

Explainable Security

Luca Viganò, Daniele Magazzeni

Comments 1 figure, IJCAI/ECAI 2018 Workshop on Explainable Artificial Intelligence (XAI)

NeuRec: On Nonlinear Transformation for Personalized Ranking

Shuai Zhang, Lina Yao, Aixin Sun, Sen Wang, Guodong Long, Manqing Dong

Comments Accepted at IJCAI 2018

Small-Variance Asymptotics for Nonparametric Bayesian Overlapping Stochastic Blockmodels

Gundeep Arora, Anupreet Porwal, Kanupriya Agarwal, Avani Samdariya, Piyush Rai

Comments Accepted For IJCAI'18

Deep Learning for Singing Processing: Achievements, Challenges and Impact on Singers and Listeners

Emilia Gómez, Merlijn Blaauw, Jordi Bonada, Pritish Chandna, Helena Cuesta

Comments Keynote speech, 2018 Joint Workshop on Machine Learning for Music. The Federated Artificial Intelligence Meeting (FAIM), a joint workshop program of ICML, IJCAI/ECAI, and AAMAS

Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents

Wenhan Xiong, Xiaoxiao Guo, Mo Yu, Shiyu Chang, Bowen Zhou, William Yang Wang

Comments IJCAI-ECAI-18

Neural Networks for Predicting Algorithm Runtime Distributions

Katharina Eggensperger, Marius Lindauer, Frank Hutter

Journal ref International Joint Conference on Artificial Intelligence (2018), 1442--1448

JUMPER: Learning When to Make Classification Decisions in Reading

Xianggen Liu, Lili Mou, Haotian Cui, Zhengdong Lu, Sen Song

Comments Accepted by IJCAI 2018

Distributed Self-Paced Learning in Alternating Direction Method of Multipliers

Xuchao Zhang, Liang Zhao, Zhiqian Chen, Chang-Tien Lu

Comments 8 pages, 4 figures, accepted by IJCAI 2018

Multi-robot Path Planning in Well-formed Infrastructures: Prioritized Planning vs. Prioritized Wait Adjustment (Preliminary Results)

Anton Andreychuk, Konstantin Yakovlev

Comments Submitted to the Federated AI for Robotics Workshop (FAIR) 2018 (https://sites.google.com/site/federatedai4robotics2018/home) held at July 15 2018 as part of the Federated AI Meeting (joint IJCAI-ECAI/ICML/AAMAS conferences)

Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling

Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Sen Wang, Chengqi Zhang

Comments 9 pages, 2 figures; accepted at IJCAI-ECAI-18

MIXGAN: Learning Concepts from Different Domains for Mixture Generation

Guang-Yuan Hao, Hong-Xing Yu, Wei-Shi Zheng

Comments Accepted by IJCAI-ECAI 2018, the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence

A Novel Hybrid Machine Learning Model for Auto-Classification of Retinal Diseases

C. -H. Huck Yang, Jia-Hong Huang, Fangyu Liu, Fang-Yi Chiu, Mengya Gao, Weifeng Lyu, I-Hung Lin M. D., Jesper Tegner

Comments Accepted at the Joint ICML and IJCAI Workshop on Computational Biology (ICML-IJCAI WCB) to be held in Stockholm SWEDEN, 2018. Referring to accepted-papers?authuser=0" target="_blank" rel="noopener">https://sites.google.com/view/wcb2018/accepted-papers?authuser=0

Journal ref ICML-IJCAI Workshop 2018

Stochastic Constraint Optimization using Propagation on Ordered Binary Decision Diagrams

Anna L. D. Latour, Behrouz Babaki, Siegfried Nijssen

Comments Eighth International Workshop on Statistical Relational AI, in conjunction with the 2018 International Joint Conference on Artificial Intelligence (IJCAI 2018)

Structure Learning of Markov Random Fields through Grow-Shrink Maximum Pseudolikelihood Estimation

Yuya Takashina, Shuyo Nakatani, Masato Inoue

Comments Submission to Eighth International Workshop on Statistical Relational AI at IJCAI 2018

Learning Role-based Graph Embeddings

Nesreen K. Ahmed, Ryan Rossi, John Boaz Lee, Theodore L. Willke, Rong Zhou, Xiangnan Kong, Hoda Eldardiry

Comments StarAI workshop @ IJCAI 2018

Crowd Counting using Deep Recurrent Spatial-Aware Network

Lingbo Liu, Hongjun Wang, Guanbin Li, Wanli Ouyang, Liang Lin

Comments Accepted to IJCAI 2018

Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition

Tianshui Chen, Liang Lin, Riquan Chen, Yang Wu, Xiaonan Luo

Comments Accepted at IJCAI 2018. The first work that introduces high-level knowledge to enhance representation learning for fine-grained image classification

Deep Reasoning with Knowledge Graph for Social Relationship Understanding

Zhouxia Wang, Tianshui Chen, Jimmy Ren, Weihao Yu, Hui Cheng, Liang Lin

Comments Accepted at IJCAI 2018. The first work that integrates high-level knowledge graph to reason about social relationships between person pair of interest in still image

Neural Machine Translation with Key-Value Memory-Augmented Attention

Fandong Meng, Zhaopeng Tu, Yong Cheng, Haiyang Wu, Junjie Zhai, Yuekui Yang, Di Wang

Comments Accepted at IJCAI 2018

CR-GAN: Learning Complete Representations for Multi-view Generation

Yu Tian, Xi Peng, Long Zhao, Shaoting Zhang, Dimitris N. Metaxas

Comments 7 pages, 9 figures, accepted by IJCAI 2018

Hierarchical Reinforcement Learning with Abductive Planning

Kazeto Yamamoto, Takashi Onishi, Yoshimasa Tsuruoka

Comments 7 pages, 6 figures, ICML/IJCAI/AAMAS 2018 Workshop on Planning and Learning (PAL-18)

Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination

Junjun Jiang, Yi Yu, Jinhui Hu, Suhua Tang, Jiayi Ma

Comments Accepted by IJCAI 2018

Inducing Regular Grammars Using Recurrent Neural Networks

Mor Cohen, Avi Caciularu, Idan Rejwan, Jonathan Berant

Comments Accepted to L&R 2018 workshop, ICML & IJCAI

Balanced News Using Constrained Bandit-based Personalization

Sayash Kapoor, Vijay Keswani, Nisheeth K. Vishnoi, L. Elisa Celis

Comments To appear as a demo-paper in IJCAI-ECAI 2018

Deep SNP: An End-to-end Deep Neural Network with Attention-based Localization for Break-point Detection in SNP Array Genomic data

Hamid Eghbal-zadeh, Lukas Fischer, Niko Popitsch, Florian Kromp, Sabine Taschner-Mandl, Khaled Koutini, Teresa Gerber, Eva Bozsaky, Peter F. Ambros, Inge M. Ambros, Gerhard Widmer, Bernhard A. Moser

Comments Accepted at the Joint ICML and IJCAI 2018 Workshop on Computational Biology

Exploration by Distributional Reinforcement Learning

Yunhao Tang, Shipra Agrawal

Comments IJCAI 2018

Self-weighted Multiple Kernel Learning for Graph-based Clustering and Semi-supervised Classification

Zhao Kang, Xiao Lu, Jinfeng Yi, Zenglin Xu

Comments Accepted by IJCAI 2018, Code is available

Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss

Qi Dou, Cheng Ouyang, Cheng Chen, Hao Chen, Pheng-Ann Heng

Comments IJCAI 2018