IJCAI

Graph Learning based Recommender Systems: A Review

Shoujin Wang, Liang Hu, Yan Wang, Xiangnan He, Quan Z. Sheng, Mehmet A. Orgun, Longbing Cao, Francesco Ricci, Philip S. Yu

Comments Accepted by IJCAI 2021 Survey Track, copyright is owned to IJCAI. The first systematic survey on graph learning based recommender systems. arXiv admin note: text overlap with arXiv:2004.11718

Unsupervised Progressive Learning and the STAM Architecture

James Smith, Cameron Taylor, Seth Baer, Constantine Dovrolis

Comments Accepted by the 2021 International Joint Conference on Artificial Intelligence (IJCAI 2021)

KDExplainer: A Task-oriented Attention Model for Explaining Knowledge Distillation

Mengqi Xue, Jie Song, Xinchao Wang, Ying Chen, Xingen Wang, Mingli Song

Comments 7 pages, 4 figures, accepted to IJCAI 2021

Learning Implicit Temporal Alignment for Few-shot Video Classification

Songyang Zhang, Jiale Zhou, Xuming He

Comments Accepted by IJCAI 2021

Graphical Cake Cutting via Maximin Share

Edith Elkind, Erel Segal-Halevi, Warut Suksompong

Comments Appears in the 30th International Joint Conference on Artificial Intelligence (IJCAI), 2021

A Description Logic for Analogical Reasoning

Steven Schockaert, Yazmín Ibáñez-García, Víctor Gutiérrez-Basulto

Comments Accepted for IJCAI 2021

Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification

Yunsheng Shi, Zhengjie Huang, Shikun Feng, Hui Zhong, Wenjin Wang, Yu Sun

Comments 7 pages, 3 figures and 8 tables; Accepted by IJCAI 2021

FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare

Yiqiang Chen, Jindong Wang, Chaohui Yu, Wen Gao, Xin Qin

Comments IJCAI-19 Workshop on Federated Machine Learning for User Privacy and Data Confidentiality (IJCAI (FML)) 2019; fix typos; journal version: https://ieeexplore.ieee.org/document/9076082

Topological Uncertainty: Monitoring trained neural networks through persistence of activation graphs

Théo Lacombe, Yuichi Ike, Mathieu Carriere, Frédéric Chazal, Marc Glisse, Yuhei Umeda

Journal ref 2021 International Joint Conference on Artificial Intelligence, Aug 2021, Montr{é}al, Canada

Knowledge-aware Zero-Shot Learning: Survey and Perspective

Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Ian Horrocks, Jeff Z. Pan, Huajun Chen

Comments Accepted by IJCAI'21 Survey Track

Mean Field Equilibrium in Multi-Armed Bandit Game with Continuous Reward

Xiong Wang, Riheng Jia

Comments IJCAI 2021

DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation

Lei Guo, Li Tang, Tong Chen, Lei Zhu, Quoc Viet Hung Nguyen, Hongzhi Yin

Journal ref The 30th International Joint Conference on Artificial Intelligence, 2021

Adv-Makeup: A New Imperceptible and Transferable Attack on Face Recognition

Bangjie Yin, Wenxuan Wang, Taiping Yao, Junfeng Guo, Zelun Kong, Shouhong Ding, Jilin Li, Cong Liu

Comments 8 pages, 6 figures, 1 tables, 1 algorithm, To appear in IJCAI 2021 as a regular paper

Exact Acceleration of K-Means++ and K-Means$\|$

Edward Raff

Comments to appear in the 30th International Joint Conference on Artificial Intelligence (IJCAI-21)

Proposal-free One-stage Referring Expression via Grid-Word Cross-Attention

Wei Suo, Mengyang Sun, Peng Wang, Qi Wu

Comments To be published in the 30th International Joint Conference on Artificial Intelligence (IJCAI-2021)

Change Matters: Medication Change Prediction with Recurrent Residual Networks

Chaoqi Yang, Cao Xiao, Lucas Glass, Jimeng Sun

Comments Accepted in IJCAI'21, this is the long version with appendix

Data-Efficient Reinforcement Learning for Malaria Control

Lixin Zou, Long Xia, Linfang Hou, Xiangyu Zhao, Dawei Yin

Comments 7 pages, 4 figures, IJCAI 2021 Accepted Paper

Person Search Challenges and Solutions: A Survey

Xiangtan Lin, Pengzhen Ren, Yun Xiao, Xiaojun Chang, Alex Hauptmann

Comments 8 pages; Accepted by IJCAI 2021 Survey Track

Non-I.I.D. Multi-Instance Learning for Predicting Instance and Bag Labels using Variational Auto-Encoder

Weijia Zhang

Comments To appear in Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21)

UniGNN: a Unified Framework for Graph and Hypergraph Neural Networks

Jing Huang, Jie Yang

Comments Accepted by IJCAI 2021

An Examination of Fairness of AI Models for Deepfake Detection

Loc Trinh, Yan Liu

Comments To appear in the 30th International Joint Conference on Artificial Intelligence (IJCAI-21)

Altruism Design in Networked Public Goods Games

Sixie Yu, David Kempe, Yevgeniy Vorobeychik

Comments To appear in IJCAI 2021

TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data

Chenxi Sun, Shenda Hong, Moxian Song, Yanxiu Zhou, Yongyue Sun, Derun Cai, Hongyan Li

Comments 7 pages, 4 figures, accepted by IJCAI 2021

Signature-Based Abduction with Fresh Individuals and Complex Concepts for Description Logics (Extended Version)

Patrick Koopmann

Comments Extended version of a paper accepted at IJCAI-2021, 20 pages, 3 figures

Cross-Domain Few-Shot Classification via Adversarial Task Augmentation

Haoqing Wang, Zhi-Hong Deng

Comments Accepted by IJCAI-21 (the 30th International Joint Conference on Artificial Intelligence) Main Track

Secure Deep Graph Generation with Link Differential Privacy

Carl Yang, Haonan Wang, Ke Zhang, Liang Chen, Lichao Sun

Comments Accepted by IJCAI 2021

Dance Generation with Style Embedding: Learning and Transferring Latent Representations of Dance Styles

Xinjian Zhang, Yi Xu, Su Yang, Longwen Gao, Huyang Sun

Comments Submit to IJCAI-21

PointLIE: Locally Invertible Embedding for Point Cloud Sampling and Recovery

Weibing Zhao, Xu Yan, Jiantao Gao, Ruimao Zhang, Jiayan Zhang, Zhen Li, Song Wu, Shuguang Cui

Comments To appear in IJCAI 2021

Journal ref IJCAI 2021

If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques

Mark T Keane, Eoin M Kenny, Eoin Delaney, Barry Smyth

Comments 13 pages, 2 figures

Journal ref Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21), August, 2021

Deep Learning for Click-Through Rate Estimation

Weinan Zhang, Jiarui Qin, Wei Guo, Ruiming Tang, Xiuqiang He

Comments Paper accepted at IJCAI 2021 (Survey Track)