IJCAI

A Survey of Risk-Aware Multi-Armed Bandits

Vincent Y. F. Tan, Prashanth L. A., Krishna Jagannathan

Comments 11 pages; Unabridged version of a a survey paper of the same title accepted to IJCAI-ECAI, 2022

Robustness Guarantees for Credal Bayesian Networks via Constraint Relaxation over Probabilistic Circuits

Hjalmar Wijk, Benjie Wang, Marta Kwiatkowska

Comments 11 pages (8+3 Appendix). To be published in IJCAI 2022

On verifying expectations and observations of intelligent agents

Sourav Chakraborty, Avijeet Ghosh, Sujata Ghosh, François Schwarzentruber

Comments Accepted in IJCAI-ECAI 2022

Ranked Prioritization of Groups in Combinatorial Bandit Allocation

Lily Xu, Arpita Biswas, Fei Fang, Milind Tambe

Comments Accepted at IJCAI 2022, AI for Good track. 7 pages + 2 pages appendix. Code is available at https://github.com/lily-x/rankedCUCB

Relational Triple Extraction: One Step is Enough

Yu-Ming Shang, Heyan Huang, Xin Sun, Wei Wei, Xian-Ling Mao

Comments Accepted by IJCAI-2022

Iterative Geometry-Aware Cross Guidance Network for Stereo Image Inpainting

Ang Li, Shanshan Zhao, Qingjie Zhang, Qiuhong Ke

Comments Accepted by IJCAI 2022

MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation

Zhangfu Dong, Yuting He, Xiaoming Qi, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Guanyu Yang, Shuo Li

Comments Accepted by IJCAI 2022

Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting

Mingyang Chen, Wen Zhang, Zhen Yao, Xiangnan Chen, Mengxiao Ding, Fei Huang, Huajun Chen

Comments IJCAI 2022

How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations?

Alvin Chan, Yew-Soon Ong, Clement Tan

Comments IJCAI 2022 Long Oral, Camera-ready full version

Tolerance is Necessary for Stability: Single-Peaked Swap Schelling Games

Davide Bilò, Vittorio Bilò, Pascal Lenzner, Louise Molitor

Comments Accepted at IJCAI 2022, full version

CounterGeDi: A controllable approach to generate polite, detoxified and emotional counterspeech

Punyajoy Saha, Kanishk Singh, Adarsh Kumar, Binny Mathew, Animesh Mukherjee

Comments Accepted at IJCAI-ECAI 2022, 10 pages, 2 figures, 11 tables, Code is available at https://github.com/hate-alert/CounterGEDI

Multilevel Hierarchical Network with Multiscale Sampling for Video Question Answering

Min Peng, Chongyang Wang, Yuan Gao, Yu Shi, Xiang-Dong Zhou

Comments Accepted by IJCAI 2022. arXiv admin note: text overlap with arXiv:2109.04735

Mutual Distillation Learning Network for Trajectory-User Linking

Wei Chen, Shuzhe Li, Chao Huang, Yanwei Yu, Yongguo Jiang, Junyu Dong

Comments This paper has been published as a full paper at IJCAI 2022. The model implementation is available at https://github.com/Onedean/MainTUL

Learnability of Competitive Threshold Models

Yifan Wang, Guangmo Tong

Comments IJCAI-ECAI 2022

GOCPT: Generalized Online Canonical Polyadic Tensor Factorization and Completion

Chaoqi Yang, Cheng Qian, Jimeng Sun

Comments To appear in IJCAI 2022. This is the full version with Appendix. Use our software: `pip install GOCPT`, which is open-sourced in https://github.com/ycq091044/GOCPT

Comparison Knowledge Translation for Generalizable Image Classification

Zunlei Feng, Tian Qiu, Sai Wu, Xiaotuan Jin, Zengliang He, Mingli Song, Huiqiong Wang

Comments Accepted by IJCAI 2022; Adding Supplementary Materials

BiCo-Net: Regress Globally, Match Locally for Robust 6D Pose Estimation

Zelin Xu, Yichen Zhang, Ke Chen, Kui Jia

Comments Accepted by IJCAI 2022

FAITH: Few-Shot Graph Classification with Hierarchical Task Graphs

Song Wang, Yushun Dong, Xiao Huang, Chen Chen, Jundong Li

Comments IJCAI-ECAI 2022

Summary Markov Models for Event Sequences

Debarun Bhattacharjya, Saurabh Sihag, Oktie Hassanzadeh, Liza Bialik

Comments In Proceedings of International Joint Conference on Artificial Intelligence (IJCAI) 2022

Imperceptible Backdoor Attack: From Input Space to Feature Representation

Nan Zhong, Zhenxing Qian, Xinpeng Zhang

Comments IJCAI 2022

Online Approval Committee Elections

Virginie Do, Matthieu Hervouin, Jérôme Lang, Piotr Skowron

Comments To appear at IJCAI 2022

Detecting out-of-context objects using contextual cues

Manoj Acharya, Anirban Roy, Kaushik Koneripalli, Susmit Jha, Christopher Kanan, Ajay Divakaran

Journal ref IJCAI-ECAI 2022

Dynamic Sparse Training for Deep Reinforcement Learning

Ghada Sokar, Elena Mocanu, Decebal Constantin Mocanu, Mykola Pechenizkiy, Peter Stone

Comments Published in the Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI-22)

What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning

Jae Hee Lee, Matthias Kerzel, Kyra Ahrens, Cornelius Weber, Stefan Wermter

Comments Accepted to IJCAI 2022

DeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data

Asadullah Hill Galib, Andrew McDonald, Tyler Wilson, Lifeng Luo, Pang-Ning Tan

Comments 7 pages, 6 figures, accepted to IJCAI'22

Zero-Shot Logit Adjustment

Dubing Chen, Yuming Shen, Haofeng Zhang, Philip H. S. Torr

Comments IJCAI 2022

Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention

Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang

Comments 8 pages, 1 figure, 7 tables

Journal ref IJCAI 2022 (Long oral)

Training Naturalized Semantic Parsers with Very Little Data

Subendhu Rongali, Konstantine Arkoudas, Melanie Rubino, Wael Hamza

Comments IJCAI 2022

Music-to-Dance Generation with Optimal Transport

Shuang Wu, Shijian Lu, Li Cheng

Comments IJCAI 2022

Vision-and-Language Pretrained Models: A Survey

Siqu Long, Feiqi Cao, Soyeon Caren Han, Haiqin Yang

Comments Accepted in IJCAI 2022