IJCAI

Certified Robustness via Randomized Smoothing over Multiplicative Parameters of Input Transformations

Nikita Muravev, Aleksandr Petiushko

Journal ref 31 International Joint Conference on Artificial Intelligence IJCAI-2022

Evolutionary Approach to Security Games with Signaling

Adam Żychowski, Jacek Mańdziuk, Elizabeth Bondi, Aravind Venugopal, Milind Tambe, Balaraman Ravindran

Journal ref Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, 620-627

METER-ML: A Multi-Sensor Earth Observation Benchmark for Automated Methane Source Mapping

Bryan Zhu, Nicholas Lui, Jeremy Irvin, Jimmy Le, Sahil Tadwalkar, Chenghao Wang, Zutao Ouyang, Frankie Y. Liu, Andrew Y. Ng, Robert B. Jackson

Comments Workshop on Complex Data Challenges in Earth Observation at IJCAI-ECAI 2022

Sign-to-Speech Model for Sign Language Understanding: A Case Study of Nigerian Sign Language

Steven Kolawole, Opeyemi Osakuade, Nayan Saxena, Babatunde Kazeem Olorisade

Journal ref 2022, Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence Demo Track. Pages 5924-5927

Exploring Periodicity and Interactivity in Multi-Interest Framework for Sequential Recommendation

Gaode Chen, Xinghua Zhang, Yanyan Zhao, Cong Xue, Ji Xiang

Comments 8 pages, 5 figures, to be published in IJCAI-2021

Generative Transfer Learning: Covid-19 Classification with a few Chest X-ray Images

Suvarna Kadam, Vinay G. Vaidya

Comments AI4SG-21: The 3rd Workshop on Artificial Intelligence for Social Good, IJCAI 2021, Montreal Canada. 7 pages, 6 Figures, 4 Tables. github.io/AI4SG2021/

Socially Intelligent Genetic Agents for the Emergence of Explicit Norms

Rishabh Agrawal, Nirav Ajmeri, Munindar P. Singh

Comments 7 pages, 2 figures, 12 tables, accepted at IJCAI 2022 (and supplementary material with code availability and additional results)

Entity Alignment with Reliable Path Reasoning and Relation-Aware Heterogeneous Graph Transformer

Weishan Cai, Wenjun Ma, Jieyu Zhan, Yuncheng Jiang

Comments Accepted by IJCAI-ECAI 2022

A Benchmark and Empirical Analysis for Replay Strategies in Continual Learning

Qihan Yang, Fan Feng, Rosa Chan

Comments Accepted by CSSL workshop at IJCAI 2021

Privacy Safe Representation Learning via Frequency Filtering Encoder

Jonghu Jeong, Minyong Cho, Philipp Benz, Jinwoo Hwang, Jeewook Kim, Seungkwan Lee, Tae-hoon Kim

Comments The IJCAI-ECAI-22 Workshop on Artificial Intelligence Safety (AISafety 2022)

Raising the Bar in Graph-level Anomaly Detection

Chen Qiu, Marius Kloft, Stephan Mandt, Maja Rudolph

Comments To appear in IJCAI-ECAI 2022

Journal ref Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence (IJCAI-22), 2022

WrapperFL: A Model Agnostic Plug-in for Industrial Federated Learning

Xueyang Wu, Shengqi Tan, Qian Xu, Qiang Yang

Comments FL-IJCAI'22 Accepted Paper

Spiking Graph Convolutional Networks

Zulun Zhu, Jiaying Peng, Jintang Li, Liang Chen, Qi Yu, Siqiang Luo

Comments Accepted by IJCAI 2022; Code available at https://github.com/ZulunZhu/SpikingGCN

Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition

Cheng Luo, Siyang Song, Weicheng Xie, Linlin Shen, Hatice Gunes

Comments IJCAI 2022 conference (accepted)

Bridging Differential Privacy and Byzantine-Robustness via Model Aggregation

Heng Zhu, Qing Ling

Comments IJCAI-ECAI 2022

DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning

Qianglong Chen, Feng-Lin Li, Guohai Xu, Ming Yan, Ji Zhang, Yin Zhang

Comments Accepted by IJCAI 2022

On Interactive Explanations as Non-Monotonic Reasoning

Guilherme Paulino-Passos, Francesca Toni

Comments Corrected version for the XAI-IJCAI 2022 workshop, expands on the XLoKR-KR 2022 workshop

Learning Higher-Order Programs without Meta-Interpretive Learning

Stanisław J. Purgał, David M. Cerna, Cezary Kaliszyk

Comments Accepted at IJCAI 2022

ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing

Christoph Reinders, Frederik Schubert, Bodo Rosenhahn

Comments Published at IJCAI-22

ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise Perspective for Medical Image Segmentation

Huimin Huang, Shiao Xie1, Lanfen Lin, Yutaro Iwamoto, Xianhua Han, Yen-Wei Chen, Ruofeng Tong

Comments Accepted to IJCAI 2022

LETS-GZSL: A Latent Embedding Model for Time Series Generalized Zero Shot Learning

Sathvik Bhaskarpandit, Priyanka Gupta, Manik Gupta

Comments 9 pages, 5 figures, 6 tables. Accepted at the IJCAI 2022 workshop on Artificial Intelligence for Time Series (AI4TS)

SGAT: Simplicial Graph Attention Network

See Hian Lee, Feng Ji, Wee Peng Tay

Comments Accepted in the 31st International Joint Conference on Artificial Intelligence (IJCAI-ECAI), 2022

Cluster Attack: Query-based Adversarial Attacks on Graphs with Graph-Dependent Priors

Zhengyi Wang, Zhongkai Hao, Ziqiao Wang, Hang Su, Jun Zhu

Comments IJCAI 2022 (Long Presentation)

Hierarchical Self-supervised Augmented Knowledge Distillation

Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu

Comments 13 pages, IJCAI-2021

CTL-MTNet: A Novel CapsNet and Transfer Learning-Based Mixed Task Net for the Single-Corpus and Cross-Corpus Speech Emotion Recognition

Xin-Cheng Wen, Jia-Xin Ye, Yan Luo, Yong Xu, Xuan-Ze Wang, Chang-Li Wu, Kun-Hong Liu

Comments this paper has been accepted by IJCAI 2022. Please cite it by: Xin-Cheng Wen#, JiaXin Ye#, Yan Luo, Yong Xu, Xuan-Ze WANG, Chang-Li Wu, Kun-Hong Liu*, CTL-MTNet: A Novel CapsNet and Transfer Learning-Based Mixed Task Net for the Single-Corpus and Cross-Corpus Speech Emotion Recognition, IJCAI 2022

Online Evasion Attacks on Recurrent Models:The Power of Hallucinating the Future

Byunggill Joe, Insik Shin, Jihun Hamm

Comments 7 pages, 10 figures, IJCAI'22

HLT-MT: High-resource Language-specific Training for Multilingual Neural Machine Translation

Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Zhoujun Li, Furu Wei

Comments 7 pages, 7 figures, IJCAI-ECAI 2022

Alterfactual Explanations -- The Relevance of Irrelevance for Explaining AI Systems

Silvan Mertes, Christina Karle, Tobias Huber, Katharina Weitz, Ruben Schlagowski, Elisabeth André

Comments Accepted at IJCAI 2022 Workshop on XAI

Few-Shot Teamwork

Elliot Fosong, Arrasy Rahman, Ignacio Carlucho, Stefano V. Albrecht

Comments IJCAI Workshop on Ad Hoc Teamwork, 2022

Stochastic Market Games

Kyrill Schmid, Lenz Belzner, Robert Müller, Johannes Tochtermann, Claudia Linnhoff-Popien

Comments IJCAI-21