IJCAI

PG3: Policy-Guided Planning for Generalized Policy Generation

Ryan Yang, Tom Silver, Aidan Curtis, Tomas Lozano-Perez, Leslie Pack Kaelbling

Comments IJCAI 2022

FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis

Rongjie Huang, Max W. Y. Lam, Jun Wang, Dan Su, Dong Yu, Yi Ren, Zhou Zhao

Comments Accepted by IJCAI 2022

Multi-Tier Platform for Cognizing Massive Electroencephalogram

Zheng Chen, Lingwei Zhu, Ziwei Yang, Renyuan Zhang

Comments 7 pages, accepted by IJCAI 2022

Learning to Hash Naturally Sorts

Jiaguo Yu, Yuming Shen, Menghan Wang, Haofeng Zhang, Philip H. S. Torr

Comments IJCAI 2022

Model-Based Offline Planning with Trajectory Pruning

Xianyuan Zhan, Xiangyu Zhu, Haoran Xu

Comments Accepted in IJCAI-ECAI 22

Journal ref In 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 22), 2022

A Survey On Universal Adversarial Attack

Chaoning Zhang, Philipp Benz, Chenguo Lin, Adil Karjauv, Jing Wu, In So Kweon

Comments Accepted by IJCAI 2021, survey track: https://www.ijcai.org/proceedings/2021/635

Journal ref International Joint Conferences on Artificial Intelligence (IJCAI) 2021, survey track

Empirical Evaluation and Theoretical Analysis for Representation Learning: A Survey

Kento Nozawa, Issei Sato

Comments The extended version of "Kento Nozawa and Issei Sato. Evaluation Methods for Representation Learning: A Survey. In IJCAI-ECAI Survey Track, 2022."

Diffusion Variational Autoencoders

Luis A. Pérez Rey, Vlado Menkovski, Jacobus W. Portegies

Comments 10 pages, 8 figures Added an appendix with derivation of asymptotic expansion of KL divergence for heat kernel on arbitrary Riemannian manifolds, and an appendix with new experiments on binarized MNIST. Added a previously missing factor in the asymptotic expansion of the heat kernel and corrected a coefficient in asymptotic expansion KL divergence; further minor edits

Journal ref International Joint Conferences on Artificial Intelligence (IJCAI) 2020

Electrocardio Panorama: Synthesizing New ECG Views with Self-supervision

Jintai Chen, Xiangshang Zheng, Hongyun Yu, Danny Z. Chen, Jian Wu

Journal ref the 30th International Joint Conference on Artificial Intelligence (2021)

Time Series Data Augmentation for Deep Learning: A Survey

Qingsong Wen, Liang Sun, Fan Yang, Xiaomin Song, Jingkun Gao, Xue Wang, Huan Xu

Comments Accepted by the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021); Selected by Paper Digest into Most Influential IJCAI Papers (Version: 2022-02), Rank 1st (Link: https://www.paperdigest.org/2022/02/most-influential-ijcai-papers-2022-02/)

Recent Advances in Heterogeneous Relation Learning for Recommendation

Chao Huang

Comments Published as a paper in IJCAI 2021

A Survey of Pretraining on Graphs: Taxonomy, Methods, and Applications

Jun Xia, Yanqiao Zhu, Yuanqi Du, Stan Z. Li

Comments 9 pages. Submitted to IJCAI 2022 (Survey Track)

Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts

Weinan Zhang, Xihuai Wang, Jian Shen, Ming Zhou

Comments Paper accepted at IJCAI 2021

A Mixed Integer Programming Approach for Verifying Properties of Binarized Neural Networks

Christopher Lazarus, Mykel J. Kochenderfer

Journal ref 2021 AISafety Workshop at the International Joint Conference on Artificial Intelligence (IJCAI)

Addressing Randomness in Evaluation Protocols for Out-of-Distribution Detection

Konstantin Kirchheim, Tim Gonschorek, Frank Ortmeier

Journal ref The 2nd Workshop on Artificial Intelligence for Anomalies and Novelties in Conjunction with IJCAI (2021)

Learning over No-Preferred and Preferred Sequence of Items for Robust Recommendation (Extended Abstract)

Aleksandra Burashnikova, Yury Maximov, Marianne Clausel, Charlotte Laclau, Franck Iutzeler, Massih-Reza Amini

Comments 7 pages, 2 tables; extended abstract accepted to IJCAI 2022. arXiv admin note: substantial text overlap with arXiv:2012.06910, arXiv:1902.08495

Pattern Transfer Learning for Reinforcement Learning in Order Dispatching

Runzhe Wan, Sheng Zhang, Chengchun Shi, Shikai Luo, Rui Song

Comments Spotlight paper, RL4ITS, IJCAI-21

Journal ref RL4ITS, IJCAI, 2021

A Survey on Graph Structure Learning: Progress and Opportunities

Yanqiao Zhu, Weizhi Xu, Jinghao Zhang, Yuanqi Du, Jieyu Zhang, Qiang Liu, Carl Yang, Shu Wu

Comments Work in progress, in submission to IJCAI 2022 (Survey Track)

Measuring "Why" in Recommender Systems: a Comprehensive Survey on the Evaluation of Explainable Recommendation

Xu Chen, Yongfeng Zhang, Ji-Rong Wen

Comments 9 pages, 2 tables, submitted to IJCAI 2022 Survey Track

Non-Parametric Stochastic Sequential Assignment With Random Arrival Times

Danial Dervovic, Parisa Hassanzadeh, Samuel Assefa, Prashant Reddy

Comments Accepted to IJCAI '21, full version with Supplementary Material

Journal ref Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence Main Track. Pages 4214-4220. 2021

Reconciling Rewards with Predictive State Representations

Andrea Baisero, Christopher Amato

Comments IJCAI 2021

Journal ref Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (2021) Pages 2170-2176

CLVSA: A Convolutional LSTM Based Variational Sequence-to-Sequence Model with Attention for Predicting Trends of Financial Markets

Jia Wang, Tong Sun, Benyuan Liu, Yu Cao, Hongwei Zhu

Comments 7 pages, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI-19)

Preferences Single-Peaked on a Tree: Multiwinner Elections and Structural Results

Dominik Peters, Lan Yu, Hau Chan, Edith Elkind

Comments 44 pages, extends works published at AAAI 2016 and IJCAI 2013, published version

Journal ref Journal of Artificial Intelligence Research 73 (2022) 231-276

Problem examination for AI methods in product design

Philipp Rosenthal, Oliver Niggemann

Comments published at IJCAI 21 Workshop AI and Design

Interacting with Explanations through Critiquing

Diego Antognini, Claudiu Musat, Boi Faltings

Comments Accepted at IJCAI 2021. 15 pages, 10 figures, 12 tables

Video Intelligence as a component of a Global Security system

Dominique Verdejo, Eunika Mercier-Laurent

Journal ref Artificial Intelligence for Knowledge Management, 5th IFIP WG 12.6 International Workshop, AI4KM 2017 Held at IJCAI 2017, 2019

Multi-Vehicle Control in Roundabouts using Decentralized Game-Theoretic Planning

Arec Jamgochian, Kunal Menda, Mykel J. Kochenderfer

Comments Presented in the Artificial Intelligence for Autonomous Driving (AI4AD) Workshop at the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021)

A Survey on Using Gaze Behaviour for Natural Language Processing

Sandeep Mathias, Diptesh Kanojia, Abhijit Mishra, Pushpak Bhattacharyya

Comments Published at IJCAI-PRICAI 2020; Full Link: https://www.ijcai.org/proceedings/2020/683; The sole copyright holder is IJCAI (International Joint Conferences on Artificial Intelligence), all rights reserved

Automatic Mixed-Precision Quantization Search of BERT

Changsheng Zhao, Ting Hua, Yilin Shen, Qian Lou, Hongxia Jin

Journal ref Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI, 2021

ADAPQUEST: A Software for Web-Based Adaptive Questionnaires based on Bayesian Networks

Claudio Bonesana, Francesca Mangili, Alessandro Antonucci

Comments Presented at the IJCAI 2021 Workshop on Artificial Intelligence for Education