IJCAI

Neurons Merging Layer: Towards Progressive Redundancy Reduction for Deep Supervised Hashing

Chaoyou Fu, Liangchen Song, Xiang Wu, Guoli Wang, Ran He

Comments Accepted by IJCAI 2019

Parallel Distributed Logistic Regression for Vertical Federated Learning without Third-Party Coordinator

Shengwen Yang, Bing Ren, Xuhui Zhou, Liping Liu

Comments IJCAI-19 Workshop on Federated Machine Learning for User Privacy and Data Confidentiality (IJCAI (FML)) 2019

Explanatory Masks for Neural Network Interpretability

Lawrence Phillips, Garrett Goh, Nathan Hodas

Comments Presented at IJCAI-18 Workshop on Explainable Artificial Intelligence (XAI)

Split Q Learning: Reinforcement Learning with Two-Stream Rewards

Baihan Lin, Djallel Bouneffouf, Guillermo Cecchi

Comments IJCAI 2019. This article supersedes our work arXiv:1706.02897 into RL setting, with a different focus by applying Inverse Reinforcement Learning to model human clinical behavioral bias. It also precedes our work arXiv:1906.11286 which introduces extensive emphases in RL games

Tactics of Adversarial Attack on Deep Reinforcement Learning Agents

Yen-Chen Lin, Zhang-Wei Hong, Yuan-Hong Liao, Meng-Li Shih, Ming-Yu Liu, Min Sun

Comments To Appear at IJCAI 2017. Project website: http://yenchenlin.me/adversarial_attack_RL/

Disparity-preserved Deep Cross-platform Association for Cross-platform Video Recommendation

Shengze Yu, Xin Wang, Wenwu Zhu, Peng Cui, Jingdong Wang

Journal ref Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. (2019) 4635-4641

Neural Networks for Predicting Human Interactions in Repeated Games

Yoav Kolumbus, Gali Noti

Journal ref Published in: Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI'19), AAAI Press, 2019, Pages 392-399

Hierarchical Finite State Controllers for Generalized Planning

Javier Segovia-Aguas, Sergio Jiménez, Anders Jonsson

Comments IJCAI-16 Distinguished Paper Awards, 7 pages

Deep Active Learning for Anchor User Prediction

Anfeng Cheng, Chuan Zhou, Hong Yang, Jia Wu, Lei Li, Jianlong Tan, Li Guo

Comments 7 pages

Journal ref The Proceedings of the 28th International Joint Conference on Artificial Intelligence. IJCAI 2019. Pages 2151-2157

TextWorld: A Learning Environment for Text-based Games

Marc-Alexandre Côté, Ákos Kádár, Xingdi Yuan, Ben Kybartas, Tavian Barnes, Emery Fine, James Moore, Ruo Yu Tao, Matthew Hausknecht, Layla El Asri, Mahmoud Adada, Wendy Tay, Adam Trischler

Comments Presented at the Computer Games Workshop at IJCAI 2018, Stockholm

Assumed Density Filtering Q-learning

Heejin Jeong, Clark Zhang, George J. Pappas, Daniel D. Lee

Comments source code: https://github.com/coco66/ADFQ.git ; IJCAI-19

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

Phase Transition Behavior of Cardinality and XOR Constraints

Yash Pote, Saurabh Joshi, Kuldeep S. Meel

Journal ref https://doi.org/10.24963/ijcai.2019/162

A Principled Approach for Learning Task Similarity in Multitask Learning

Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille, Boyu Wang, Christian Gagné

Journal ref IJCAI, 2019

Federated Generative Privacy

Aleksei Triastcyn, Boi Faltings

Comments IJCAI Workshop on Federated Machine Learning for User Privacy and Data Confidentiality (FL-IJCAI 2019). 7 pages, 2 figures, 3 tables

Near-Feasible Stable Matchings with Budget Constraints

Yasushi Kawase, Atsushi Iwasaki

Comments Accepted for the 26th International Joint Conference on Artificial Intelligence (IJCAI2017)

Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective

Kaidi Xu, Hongge Chen, Sijia Liu, Pin-Yu Chen, Tsui-Wei Weng, Mingyi Hong, Xue Lin

Comments Accepted by IJCAI 2019, the 28th International Joint Conference on Artificial Intelligence

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

Automatic segmentation of texts into units of meaning for reading assistance

Jean-Claude Houbart, Solen Quiniou, Marion Berthaut, Béatrice Daille, Claire Salomé

Comments 7 pages, 7 figures. Work Presented at International Joint Conferences on Artificial Intelligence (IJCAI ) workshop on AI and the United Nations Sustainable Development Goals

Learning Multi-Stage Sparsification for Maximum Clique Enumeration

Marco Grassia, Juho Lauri, Sourav Dutta, Deepak Ajwani

Comments Appeared at the Data Science Meets Optimization Workshop (DSO) at IJCAI'19

Factored Probabilistic Belief Tracking

Blai Bonet, Hector Geffner

Comments Proceedings IJCAI-13

Causal Belief Decomposition for Planning with Sensing: Completeness Results and Practical Approximation

Blai Bonet, Hector Geffner

Comments Proceedings IJCAI-13

Counterfactual States for Atari Agents via Generative Deep Learning

Matthew L. Olson, Lawrence Neal, Fuxin Li, Weng-Keen Wong

Comments IJCAI XAI Workshop 2019

Clustering Uncertain Data via Representative Possible Worlds with Consistency Learning

Han Liu, Xianchao Zhang, Xiaotong Zhang, Qimai Li, Xiao-Ming Wu

Comments Accepted by IJCAI 2019 Workshops (AI for Internet of Things)

Generalized Planning: Non-Deterministic Abstractions and Trajectory Constraints

Blai Bonet, Giuseppe De Giacomo, Hector Geffner, Sasha Rubin

Comments Proceedings IJCAI-17

Leveraging Human Guidance for Deep Reinforcement Learning Tasks

Ruohan Zhang, Faraz Torabi, Lin Guan, Dana H. Ballard, Peter Stone

Comments Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019)

SocialNLP EmotionX 2019 Challenge Overview: Predicting Emotions in Spoken Dialogues and Chats

Boaz Shmueli, Lun-Wei Ku

Comments The 7th International Workshop on Natural Language Processing for Social Media co-located with IJCAI-2019

Learning Household Task Knowledge from WikiHow Descriptions

Yilun Zhou, Julie A. Shah, Steven Schockaert

Comments IJCAI 2019 Workshop on Semantic Deep Learning

SEntNet: Source-aware Recurrent Entity Network for Dialogue Response Selection

Jiahuan Pei, Arent Stienstra, Julia Kiseleva, Maarten de Rijke

Comments Proceedings of the 2019 IJCAI Workshop SCAI: The 4th International Workshop on Search-Oriented Conversational AI

Robust Text Classifier on Test-Time Budgets

Md Rizwan Parvez, Tolga Bolukbasi, Kai-Wei Chang, Venkatesh Saligrama

Comments To appear at EMNLP-IJCAI 2019, 6 pages + 2 pages appendix

Learning Topic Models by Neighborhood Aggregation

Ryohei Hisano

Comments IJCAI 2019

Multiple Partitions Aligned Clustering

Zhao Kang, Zipeng Guo, Shudong Huang, Siying Wang, Wenyu Chen, Yuanzhang Su, Zenglin Xu

Comments IJCAI 2019