IJCAI

Randomized Adversarial Imitation Learning for Autonomous Driving

MyungJae Shin, Joongheon Kim

Journal ref International Joint Conference on Artificial Intelligence (IJCAI) 2019

Play and Prune: Adaptive Filter Pruning for Deep Model Compression

Pravendra Singh, Vinay Kumar Verma, Piyush Rai, Vinay P. Namboodiri

Comments International Joint Conference on Artificial Intelligence (IJCAI-2019)

Interpreting and Evaluating Neural Network Robustness

Fuxun Yu, Zhuwei Qin, Chenchen Liu, Liang Zhao, Yanzhi Wang, Xiang Chen

Comments Accepted in IJCAI'19

Finding Statistically Significant Interactions between Continuous Features

Mahito Sugiyama, Karsten Borgwardt

Comments 13 pages, 5 figures, 2 tables, accepted to the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019)

Asynchronous "Events" are Better For Motion Estimation

Yuhu Guo, Han Xiao, Yidong Chen, Xiaodong Shi

Comments Submitted at IJCAI 2019

A Survey on Practical Applications of Multi-Armed and Contextual Bandits

Djallel Bouneffouf, Irina Rish

Comments under review by IJCAI 2019 Survey

No Time to Observe: Adaptive Influence Maximization with Partial Feedback

Jing Yuan, Shaojie Tang

Comments Part of this manuscript has been published in IJCAI 2017

ElimiNet: A Model for Eliminating Options for Reading Comprehension with Multiple Choice Questions

Soham Parikh, Ananya B. Sai, Preksha Nema, Mitesh M. Khapra

Comments IJCAI-18

Journal ref Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (2018) Main track. Pages 4272-4278

Towards Efficient and Unbiased Implementation of Lipschitz Continuity in GANs

Zhiming Zhou, Jian Shen, Yuxuan Song, Weinan Zhang, Yong Yu

Comments Submitted to IJCAI 2019

Autoregressive Policies for Continuous Control Deep Reinforcement Learning

Dmytro Korenkevych, A. Rupam Mahmood, Gautham Vasan, James Bergstra

Comments Submitted to 28th International Joint Conference on Artificial Intelligence (IJCAI 2019). Video: https://youtu.be/NCpyXBNqNmw Code: https://github.com/dkorenkevych/arp

Globally Optimized Mutual Influence Aware Ranking in E-Commerce Search

Tao Zhuang, Wenwu Ou, Zhirong Wang

Journal ref IJCAI 2018

Query Answering with Transitive and Linear-Ordered Data

Antoine Amarilli, Michael Benedikt, Pierre Bourhis, Michael Vanden Boom

Comments 36 pages. To appear in IJCAI 2016. Extended version with proofs

Journal ref A journal version of this conference article was published in JAIR (Volume 63, 2018): https://www.jair.org/index.php/jair/article/view/11240

Softpressure: A Schedule-Driven Backpressure Algorithm for Coping with Network Congestion

Hsu-Chieh Hu, Stephen F. Smith

Comments IJCAI 2017

Improved Deep Embeddings for Inferencing with Multi-Layered Networks

Huan Song, Jayaraman J. Thiagarajan

Comments IJCAI 2019

Open Loop Execution of Tree-Search Algorithms, extended version

Erwan Lecarpentier, Guillaume Infantes, Charles Lesire, Emmanuel Rachelson

Comments 10 pages, 10 figures

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

Computing an Approximately Optimal Agreeable Set of Items

Pasin Manurangsi, Warut Suksompong

Comments A preliminary version appeared in Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI), 2017

Journal ref Artificial Intelligence, 268:96-114 (2019)

Assigning a Small Agreeable Set of Indivisible Items to Multiple Players

Warut Suksompong

Comments A preliminary version appeared in Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI), 2016

Journal ref Artificial Intelligence, 268:96-114 (2019)

Graph Neural Networks for Learning Robot Team Coordination

Amanda Prorok

Comments Presented at the Federated AI for Robotics Workshop, IJCAI-ECAI/ICML/AAMAS 2018

Journal ref Federated AI for Robotics Workshop, IJCAI-ECAI/ICML/AAMAS 2018

DeepDrum: An Adaptive Conditional Neural Network

Dimos Makris, Maximos Kaliakatsos-Papakostas, Katia Lida Kermanidis

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

Boltzmann machines and energy-based models

Takayuki Osogami

Comments 36 pages. The topics covered in this paper are presented in Part I of IJCAI-17 tutorial on energy-based machine learning. https://researcher.watson.ibm.com/researcher/view_group.php?id=7834

Boltzmann machines for time-series

Takayuki Osogami

Comments Version 1.0.1. 33 pages. The topics covered in this paper are presented in Part III of IJCAI-17 tutorial on energy-based machine learning. https://researcher.watson.ibm.com/researcher/view_group.php?id=7834

Deep Text Classification Can be Fooled

Bin Liang, Hongcheng Li, Miaoqiang Su, Pan Bian, Xirong Li, Wenchang Shi

Comments 8 pages

Journal ref https://www.ijcai.org/proceedings/2018/585

On Minimum Discrepancy Estimation for Deep Domain Adaptation

Mohammad Mahfujur Rahman, Clinton Fookes, Mahsa Baktashmotlagh, Sridha Sridharan

Comments Accepted in Joint IJCAI/ECAI/AAMAS/ICML 2018 Workshop

Exploiting Problem Structure in Combinatorial Landscapes: A Case Study on Pure Mathematics Application

Xiao-Feng Xie, Zun-Jing Wang

Comments 7 pages, 2 figures, conference

Journal ref International Joint Conference on Artificial Intelligence, New York, 2016, pp.2683-2689

Building Ethics into Artificial Intelligence

Han Yu, Zhiqi Shen, Chunyan Miao, Cyril Leung, Victor R. Lesser, Qiang Yang

Journal ref H. Yu, Z. Shen, C. Miao, C. Leung, V. R. Lesser & Q. Yang, "Building Ethics into Artificial Intelligence," in Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI'18), pp. 5527-5533, 2018

Facial Expression and Peripheral Physiology Fusion to Decode Individualized Affective Experience

Yu Yin, Mohsen Nabian, Miolin Fan, ChunAn Chou, Maria Gendron, Sarah Ostadabbas

Comments 2nd IJCAI Workshop on Artificial Intelligence in Affective Computing

Interruptible Algorithms for Multiproblem Solving

Spyros Angelopoulos, Alejandro Lopez-Ortiz

Comments Extended version of IJCAI 2009 paper

3D-PhysNet: Learning the Intuitive Physics of Non-Rigid Object Deformations

Zhihua Wang, Stefano Rosa, Bo Yang, Sen Wang, Niki Trigoni, Andrew Markham

Comments in IJCAI 2018

Transfer Learning versus Multi-agent Learning regarding Distributed Decision-Making in Highway Traffic

Mark Schutera, Niklas Goby, Dirk Neumann, Markus Reischl

Comments Proc. of the 10th International Workshop on Agents in Traffic and Transportation (ATT 2018), co-located with ECAI/IJCAI, AAMAS and ICML 2018 conferences (FAIM 2018)

Journal ref CEUR Workshop Proceedings 2018

Tentacular Artificial Intelligence, and the Architecture Thereof, Introduced

Selmer Bringsjord, Naveen Sundar Govindarajulu, Atriya Sen, Matthew Peveler, Biplav Srivastava, Kartik Talamadupula

Comments FAIM Workshop on Architectures And Evaluation For Generality, Autonomy & Progress in AI July 15, 2018, Stockholm, Sweden, 1st International Workshop Held In Conjunction With IJCAI-ECAI 2018, Aamas 2018 and ICML 2018