IJCAI

H-FL: A Hierarchical Communication-Efficient and Privacy-Protected Architecture for Federated Learning

He Yang

Comments Accepted by IJCAI 2021, 7pages, 10 figures

Multi-Hop Fact Checking of Political Claims

Wojciech Ostrowski, Arnav Arora, Pepa Atanasova, Isabelle Augenstein

Comments 10 pages, to be published at Proceedings of IJCAI-2021

Don't Do What Doesn't Matter: Intrinsic Motivation with Action Usefulness

Mathieu Seurin, Florian Strub, Philippe Preux, Olivier Pietquin

Comments Accepted at Internationnal Joint Conference on Artificial Intelligence (IJCAI'21) and Self-Supervision for Reinforcement Learning Workshop (SSL-RL @ICLR'21)

Graph Consistency Based Mean-Teaching for Unsupervised Domain Adaptive Person Re-Identification

Xiaobin Liu, Shiliang Zhang

Comments IJCAI 2021

Towards a Very Large Scale Traffic Simulator for Multi-Agent Reinforcement Learning Testbeds

Zijian Hu, Chengxiang Zhuge, Wei Ma

Comments IJCAI 2021 Reinforcement Learning for Intelligent Transportation Systems (RL4ITS) Workshop

SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging

Ziyu Jia, Youfang Lin, Jing Wang, Xuehui Wang, Peiyi Xie, Yingbin Zhang

Comments Accepted by IJCAI 2021. The SOLE copyright holder is IJCAI (International Joint Conferences on Artificial Intelligence), all rights reserved

"Why Would I Trust Your Numbers?" On the Explainability of Expected Values in Soccer

Jan Van Haaren

Comments Paper accepted for presentation at the AI for Sports Analytics workshop at IJCAI 2021

2nd Place Solution for IJCAI-PRICAI 2020 3D AI Challenge: 3D Object Reconstruction from A Single Image

Yichen Cao, Yufei Wei, Shichao Liu, Lin Xu

Comments 5 pages, 2 figures, 5 tables

Journal ref IJCAI 2020 workshop

Relational Gating for "What If" Reasoning

Chen Zheng, Parisa Kordjamshidi

Comments Accepted by IJCAI 2021

Disentangled Face Attribute Editing via Instance-Aware Latent Space Search

Yuxuan Han, Jiaolong Yang, Ying Fu

Comments Accepted by IJCAI-2021

Low Resolution Information Also Matters: Learning Multi-Resolution Representations for Person Re-Identification

Guoqing Zhang, Yuhao Chen, Weisi Lin, Arun Chandran, Xuan Jing

Comments accepted by IJCAI 2021

Context-aware Cross-level Fusion Network for Camouflaged Object Detection

Yujia Sun, Geng Chen, Tao Zhou, Yi Zhang, Nian Liu

Comments 7 pages, 4 figures. Accepted by IJCAI-2021

Few-Shot Learning with Part Discovery and Augmentation from Unlabeled Images

Wentao Chen, Chenyang Si, Wei Wang, Liang Wang, Zilei Wang, Tieniu Tan

Comments Accepted by IJCAI 2021

Towards Compact Single Image Super-Resolution via Contrastive Self-distillation

Yanbo Wang, Shaohui Lin, Yanyun Qu, Haiyan Wu, Zhizhong Zhang, Yuan Xie, Angela Yao

Comments Accepted by IJCAI-21

Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks

Jianhao Ding, Zhaofei Yu, Yonghong Tian, Tiejun Huang

Comments 9 pages, 7 figures, 2 tables. To appear in the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021)

A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions

Yunshi Lan, Gaole He, Jinhao Jiang, Jing Jiang, Wayne Xin Zhao, Ji-Rong Wen

Comments Accepted by IJCAI 2021 Survey Track

Deep Descriptive Clustering

Hongjing Zhang, Ian Davidson

Comments Paper accepted at IJCAI 2021

Pretrained Language Models for Text Generation: A Survey

Junyi Li, Tianyi Tang, Wayne Xin Zhao, Ji-Rong Wen

Comments Accepted by IJCAI 2021 Survey Track

Towards Reducing Biases in Combining Multiple Experts Online

Yi Sun, Ivan Ramirez, Alfredo Cuesta-Infante, Kalyan Veeramachaneni

Comments Accepted to IJCAI 2021

Argumentative XAI: A Survey

Kristijonas Čyras, Antonio Rago, Emanuele Albini, Pietro Baroni, Francesca Toni

Comments IJCAI 2021 Survey Track preprint

Partition Function Estimation: A Quantitative Study

Durgesh Agrawal, Yash Pote, Kuldeep S Meel

Comments 10 pages, 3 figures, 2 tables, to be published in IJCAI-21

Two-stage Training for Learning from Label Proportions

Jiabin Liu, Bo Wang, Xin Shen, Zhiquan Qi, Yingjie Tian

Comments 10 pages, 4 figures, 5 tables, accepted by IJCAI 2021

Fair and Efficient Resource Allocation with Partial Information

Daniel Halpern, Nisarg Shah

Comments Appears in the Proceedings of IJCAI 2021

TANGO: Commonsense Generalization in Predicting Tool Interactions for Mobile Manipulators

Shreshth Tuli, Rajas Bansal, Rohan Paul, Mausam

Comments 10 pages, 10 figures. Accepted in IJCAI 2021. The first two authors contributed equally

Automated Fact-Checking for Assisting Human Fact-Checkers

Preslav Nakov, David Corney, Maram Hasanain, Firoj Alam, Tamer Elsayed, Alberto Barrón-Cedeño, Paolo Papotti, Shaden Shaar, Giovanni Da San Martino

Comments fact-checking, fact-checkers, check-worthiness, detecting previously fact-checked claims, evidence retrieval

Journal ref IJCAI-2021

On Explaining Random Forests with SAT

Yacine Izza, Joao Marques-Silva

Comments 8 pages, 1 figure, 1 table, IJCAI 2021

Federated Model Distillation with Noise-Free Differential Privacy

Lichao Sun, Lingjuan Lyu

Comments accepted by IJCAI-21

LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy

Lichao Sun, Jianwei Qian, Xun Chen

Comments Accepted by IJCAI-21

A Rule Mining-Based Advanced Persistent Threats Detection System

Sidahmed Benabderrahmane, Ghita Berrada, James Cheney, Petko Valtchev

Comments To appear, IJCAI 2021

Online Risk-Averse Submodular Maximization

Tasuku Soma, Yuichi Yoshida

Comments Full version of our paper in IJCAI 2021