IJCAI - arXivDaily 期刊&会议

1906.00121 2019-06-04 cs.LG stat.ML

Graph WaveNet for Deep Spatial-Temporal Graph Modeling

Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Chengqi Zhang

Comments to be published in IJCAI-2019

1906.00107 2019-06-04 cs.AI cs.CV cs.LO

Out of Sight But Not Out of Mind: An Answer Set Programming Based Online Abduction Framework for Visual Sensemaking in Autonomous Driving

Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan

Comments IJCAI 2019: the 28th International Joint Conference on Artificial Intelligence (IJCAI) 2019, August 10 - 16, Macao. (Preprint / to appear)

1906.00098 2019-06-04 cs.LG cs.AI stat.ML

Spectral Perturbation Meets Incomplete Multi-view Data

Hao Wang, Linlin Zong, Bing Liu, Yan Yang, Wei Zhou

Comments to appear in IJCAI 2019

1906.00095 2019-06-04 cs.IR cs.LG stat.ML

The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble Learning

Bonggun Shin, Hao Yang, Jinho D. Choi

Comments 7 pages, Proceedings of the 28th International Joint Conference on Artificial Intelligence, 2019 (IJCAI'19)

1905.09442 2019-06-04 cs.LG stat.ML

Causal Discovery with Cascade Nonlinear Additive Noise Models

Ruichu Cai, Jie Qiao, Kun Zhang, Zhenjie Zhang, Zhifeng Hao

Comments Appears in the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019)

1905.04042 2019-06-04 cs.LG cs.CV cs.NE stat.ML

Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph

Lu Liu, Tianyi Zhou, Guodong Long, Jing Jiang, Lina Yao, Chengqi Zhang

Comments Accepted to IJCAI 2019, Code is publicly available at: https://github.com/liulu112601/PPN

1904.01098 2019-06-04 cs.LG stat.ML

Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity

Yunsheng Bai, Hao Ding, Yang Qiao, Agustin Marinovic, Ken Gu, Ting Chen, Yizhou Sun, Wei Wang

Comments IJCAI 2019 camera ready version with supplementary material

1903.04959 2019-06-04 cs.LG cs.AI cs.MA stat.ML

Deep Multi-Agent Reinforcement Learning with Discrete-Continuous Hybrid Action Spaces

Haotian Fu, Hongyao Tang, Jianye Hao, Zihan Lei, Yingfeng Chen, Changjie Fan

Journal ref IJCAI 2019

1903.00073 2019-06-04 cs.CV cs.CR cs.LG stat.ML

On the Effectiveness of Low Frequency Perturbations

Yash Sharma, Gavin Weiguang Ding, Marcus Brubaker

Comments IJCAI 2019

1902.10409 2019-06-04 cs.LG stat.ML

Representation Learning with Weighted Inner Product for Universal Approximation of General Similarities

Geewook Kim, Akifumi Okuno, Kazuki Fukui, Hidetoshi Shimodaira

Comments 8 pages, 2 figures, IJCAI 2019

1902.09742 2019-06-04 cs.LG stat.ML

Deep Variational Koopman Models: Inferring Koopman Observations for Uncertainty-Aware Dynamics Modeling and Control

Jeremy Morton, Freddie D Witherden, Mykel J Kochenderfer

Comments Accepted to the 2019 International Joint Conference on Artificial Intelligence (IJCAI). 8 pages, 3 figures

1810.09936 2019-06-04 q-fin.TR cs.CE cs.LG

Enhancing Stock Movement Prediction with Adversarial Training

Fuli Feng, Huimin Chen, Xiangnan He, Ji Ding, Maosong Sun, Tat-Seng Chua

Comments IJCAI 2019

1905.13719 2019-06-03 cs.LG stat.ML

Reinforcement Learning Experience Reuse with Policy Residual Representation

Wen-Ji Zhou, Yang Yu, Yingfeng Chen, Kai Guan, Tangjie Lv, Changjie Fan, Zhi-Hua Zhou

Comments Conference version appears in IJCAI 2019

1905.13703 2019-06-03 cs.LG stat.ML

Cascaded Algorithm-Selection and Hyper-Parameter Optimization with Extreme-Region Upper Confidence Bound Bandit

Yi-Qi Hu, Yang Yu, Jun-Da Liao

Comments Appears in IJCAI 2019

1905.13628 2019-06-03 cs.LG cs.CV stat.ML

Time Series Anomaly Detection Using Convolutional Neural Networks and Transfer Learning

Tailai Wen, Roy Keyes

Comments 8 pages, 8 figures, AI for Internet of Things Workshop in IJCAI 2019

1905.13567 2019-06-03 eess.AS cs.SD

Musical Composition Style Transfer via Disentangled Timbre Representations

Yun-Ning Hung, I-Tung Chiang, Yi-An Chen, Yi-Hsuan Yang

Comments Accepted by the 28th International Joint Conference on Artificial Intelligence. arXiv admin note: text overlap with arXiv:1811.03271

1905.13521 2019-06-03 cs.AI

Multiple Policy Value Monte Carlo Tree Search

Li-Cheng Lan, Wei Li, Ting-Han Wei, I-Chen Wu

Comments Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI-19)

1905.13271 2019-06-03 cs.LG stat.ML

Exploring Computational User Models for Agent Policy Summarization

Isaac Lage, Daphna Lifschitz, Finale Doshi-Velez, Ofra Amir

Comments To appear at IJCAI 2019. 14 pages (incl references and appendix)

1905.12767 2019-06-03 cs.LG cs.AI cs.IR stat.ML

Reinforcement Learning for Slate-based Recommender Systems: A Tractable Decomposition and Practical Methodology

Eugene Ie, Vihan Jain, Jing Wang, Sanmit Narvekar, Ritesh Agarwal, Rui Wu, Heng-Tze Cheng, Morgane Lustman, Vince Gatto, Paul Covington, Jim McFadden, Tushar Chandra, Craig Boutilier

Comments Short version to appear IJCAI-2019

1905.12071 2019-06-03 cs.AI cs.LO

Guarantees for Sound Abstractions for Generalized Planning (Extended Paper)

Blai Bonet, Raquel Fuentetaja, Yolanda E-Martin, Daniel Borrajo

Comments This paper extends IJCAI-19 paper with an appendix

1903.02020 2019-06-03 cs.LG cs.AI stat.ML

Using Natural Language for Reward Shaping in Reinforcement Learning

Prasoon Goyal, Scott Niekum, Raymond J. Mooney

Comments IJCAI 2019

1905.13160 2019-05-31 cs.IR cs.LG cs.SI

Deep Adversarial Social Recommendation

Wenqi Fan, Tyler Derr, Yao Ma, Jianping Wang, Jiliang Tang, Qing Li

Comments Accepted by International Joint Conference on Artificial Intelligence (IJCAI 2019)

1807.03586 2019-05-31 cs.CL cs.AI

Difficulty Controllable Generation of Reading Comprehension Questions

Yifan Gao, Lidong Bing, Wang Chen, Michael R. Lyu, Irwin King

Comments IJCAI 2019

1905.12498 2019-05-30 cs.CV

Image-to-Image Translation with Multi-Path Consistency Regularization

Jianxin Lin, Yingce Xia, Yijun Wang, Tao Qin, Zhibo Chen

Comments 8 pages, 6 figures. Accepted by the 28th International Joint Conference on Artificial Intelligence (IJCAI-2019)

1905.12422 2019-05-30 cs.LO

Reachability Games in Dynamic Epistemic Logic

Bastien Maubert, Sophie Pinchinat, François Schwarzentruber

Comments Long version of a work accepted at the conference IJCAI 2019

1905.12277 2019-05-30 cs.CL

Learning Task-specific Representation for Novel Words in Sequence Labeling

Minlong Peng, Qi Zhang, Xiaoyu Xing, Tao Gui, Jinlan Fu, Xuanjing Huang

Comments This work has been accepted by IJCAI 2019

1905.12188 2019-05-30 cs.AI cs.CL

Exploiting Persona Information for Diverse Generation of Conversational Responses

Haoyu Song, Wei-Nan Zhang, Yiming Cui, Dong Wang, Ting Liu

Comments published as a conference paper at IJCAI 2019 (to appear). 7 pages, 1 figures

1905.10022 2019-05-30 cs.DL cs.LG stat.ML

Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks

Taoran Ji, Zhiqian Chen, Nathan Self, Kaiqun Fu, Chang-Tien Lu, Naren Ramakrishnan

Journal ref IJCAI 2019

1810.13333 2019-05-30 stat.ML cs.LG

Boosting for Comparison-Based Learning

Michaël Perrot, Ulrike von Luxburg

Comments This is the extended version (38 pages) of a paper accepted to the International Joint Conference on Artificial Intelligence (IJCAI) 2019

1809.04240 2019-05-30 cs.MA

Towards Efficient Detection and Optimal Response against Sophisticated Opponents

Tianpei Yang, Zhaopeng Meng, Jianye Hao, Chongjie Zhang, Yan Zheng, Ze Zheng

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