IJCAI

DynGEM: Deep Embedding Method for Dynamic Graphs

Palash Goyal, Nitin Kamra, Xinran He, Yan Liu

Comments 3rd International Workshop on Representation Learning for Graphs (ReLiG), IJCAI 2017

Strength Factors: An Uncertainty System for a Quantified Modal Logic

Naveen Sundar Govindarajulu, Selmer Bringsjord

Comments Presented on August 20, 2017 at the Logical Foundations for Uncertainty and Machine Learning Workshop @ IJCAI 2017 in Melbourne, Australia

Finite Sample Analysis of LSTD with Random Projections and Eligibility Traces

Haifang Li, Yingce Xia, Wensheng Zhang

Comments IJCAI 2018

Lifelong Domain Word Embedding via Meta-Learning

Hu Xu, Bing Liu, Lei Shu, Philip S. Yu

Comments 7 pages

Journal ref IJCAI 2018

Phrase Table as Recommendation Memory for Neural Machine Translation

Yang Zhao, Yining Wang, Jiajun Zhang, Chengqing Zong

Comments accepted by IJCAI 2018

DRPose3D: Depth Ranking in 3D Human Pose Estimation

Min Wang, Xipeng Chen, Wentao Liu, Chen Qian, Liang Lin, Lizhuang Ma

Comments Accepted by the 27th International Joint Conference on Artificial Intelligence (IJCAI 2018)

Cost-aware Cascading Bandits

Ruida Zhou, Chao Gan, Jing Yan, Cong Shen

Comments 11 pages, 2 figures, IJCAI 2018

Episodic Memory Deep Q-Networks

Zichuan Lin, Tianqi Zhao, Guangwen Yang, Lintao Zhang

Comments Accepted by IJCAI 2018

AGI Safety Literature Review

Tom Everitt, Gary Lea, Marcus Hutter

Comments Published in International Joint Conference on Artificial Intelligence (IJCAI), 2018

NPE: Neural Personalized Embedding for Collaborative Filtering

ThaiBinh Nguyen, Atsuhiro Takasu

Comments IJCAI-ECAI 2018 (to appear)

Constructing Narrative Event Evolutionary Graph for Script Event Prediction

Zhongyang Li, Xiao Ding, Ting Liu

Comments This paper has been accepted by IJCAI 2018

Unifying and Merging Well-trained Deep Neural Networks for Inference Stage

Yi-Min Chou, Yi-Ming Chan, Jia-Hong Lee, Chih-Yi Chiu, Chu-Song Chen

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

Curriculum Adversarial Training

Qi-Zhi Cai, Min Du, Chang Liu, Dawn Song

Comments IJCAI 2018

Behavioral Cloning from Observation

Faraz Torabi, Garrett Warnell, Peter Stone

Comments International Joint Conference on Artificial Intelligence (IJCAI 2018)

Exploiting Images for Video Recognition with Hierarchical Generative Adversarial Networks

Feiwu Yu, Xinxiao Wu, Yuchao Sun, Lixin Duan

Comments IJCAI 2018

Human-Machine Collaborative Optimization via Apprenticeship Scheduling

Matthew Gombolay, Reed Jensen, Jessica Stigile, Toni Golen, Neel Shah, Sung-Hyun Son, Julie Shah

Comments Portions of this paper were published in the Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI) in 2016 and in the Proceedings of Robotics: Science and Systems (RSS) in 2016. The paper consists of 50 pages with 11 figures and 4 tables

Computational Social Choice Meets Databases

Benny Kimelfeld, Phokion G. Kolaitis, Julia Stoyanovich

Comments This is an extended version of "Computational Social Choice Meets Databases" by Kimelfeld, Kolaitis and Stoyanovich, to appear in IJCAI 2018

Ensemble Soft-Margin Softmax Loss for Image Classification

Xiaobo Wang, Shifeng Zhang, Zhen Lei, Si Liu, Xiaojie Guo, Stan Z. Li

Comments Accepted by IJCAI 2018

Rethinking Diversified and Discriminative Proposal Generation for Visual Grounding

Zhou Yu, Jun Yu, Chenchao Xiang, Zhou Zhao, Qi Tian, Dacheng Tao

Comments Accepted in IJCAI 2018

Interpretable Adversarial Perturbation in Input Embedding Space for Text

Motoki Sato, Jun Suzuki, Hiroyuki Shindo, Yuji Matsumoto

Comments 8 pages, 4 figures

Journal ref IJCAI-ECAI-2018

One "Ruler" for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning

Xiaowei Tong, Zhenxin Fu, Mingyue Shang, Dongyan Zhao, Rui Yan

Comments To appear in IJCAI 2018

The Complexity of Limited Belief Reasoning -- The Quantifier-Free Case

Yijia Chen, Abdallah Saffidine, Christoph Schwering

Comments 15 pages, 1 figure, 1 table, Twenty-seventh International Joint Conference on Artificial Intelligence (IJCAI-18)

Finding Frequent Entities in Continuous Data

Ferran Alet, Rohan Chitnis, Leslie P. Kaelbling, Tomas Lozano-Perez

Journal ref IJCAI 2018

On the Conditional Logic of Simulation Models

Duligur Ibeling, Thomas Icard

Comments IJCAI 2018

MEGAN: Mixture of Experts of Generative Adversarial Networks for Multimodal Image Generation

David Keetae Park, Seungjoo Yoo, Hyojin Bahng, Jaegul Choo, Noseong Park

Comments 27th International Joint Conference on Artificial Intelligence (IJCAI 2018)

IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection

Qiangpeng Yang, Mengli Cheng, Wenmeng Zhou, Yan Chen, Minghui Qiu, Wei Lin, Wei Chu

Comments Accepted by IJCAI 2018

Weakly Learning to Match Experts in Online Community

Yujie Qian, Jie Tang, Kan Wu

Comments IJCAI 2018

Long-Term Human Motion Prediction by Modeling Motion Context and Enhancing Motion Dynamic

Yongyi Tang, Lin Ma, Wei Liu, Weishi Zheng

Comments Accepted by IJCAI 2018

Reachability Analysis of Deep Neural Networks with Provable Guarantees

Wenjie Ruan, Xiaowei Huang, Marta Kwiatkowska

Comments This is the long version of the conference paper accepted in IJCAI-2018. Github: https://github.com/TrustAI/DeepGO

Interactive Robot Transition Repair With SMT

Jarrett Holtz, Arjun Guha, Joydeep Biswas

Comments International Joint Conference on Artificial Intelligence (IJCAI), 2018