IJCAI

Hypernetworks for Continual Semi-Supervised Learning

Dhanajit Brahma, Vinay Kumar Verma, Piyush Rai

Comments Accepted to CSSL workshop at IJCAI 2021 (Best Student Paper Award)

Interpretable Mammographic Image Classification using Case-Based Reasoning and Deep Learning

Alina Jade Barnett, Fides Regina Schwartz, Chaofan Tao, Chaofan Chen, Yinhao Ren, Joseph Y. Lo, Cynthia Rudin

Comments 10 pages, 6 figures, accepted for oral presentation at the IJCAI-21 Workshop on Deep Learning, Case-Based Reasoning, and AutoML: Present and Future Synergies. arXiv admin note: substantial text overlap with arXiv:2103.12308

Enhance Images as You Like with Unpaired Learning

Xiaopeng Sun, Muxingzi Li, Tianyu He, Lubin Fan

Comments 7 pages; IJCAI 2021

Majority Vote in Social Networks: Make Random Friends or Be Stubborn to Overpower Elites

Charlotte Out, Ahad N. Zehmakan

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

Decomposable-Net: Scalable Low-Rank Compression for Neural Networks

Atsushi Yaguchi, Taiji Suzuki, Shuhei Nitta, Yukinobu Sakata, Akiyuki Tanizawa

Comments 13 pages, 6 figures, 5 tables. Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21), pages 3249-3256

Optimal Team Economic Decisions in Counter-Strike

Peter Xenopoulos, Bruno Coelho, Claudio Silva

Comments Accepted to IJCAI 2021 AISA Workshop

Deep Learning for Abstract Argumentation Semantics

Dennis Craandijk, Floris Bex

Comments Accepted at the main track of IJCAI 2020. SOLE copyright holder is IJCAI (international Joint Conferences on Artificial Intelligence)

Journal ref Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence Main track (IJCAI 2020). Pages 1667-1673

Reinforcement Learning Framework for Deep Brain Stimulation Study

Dmitrii Krylov, Remi Tachet, Romain Laroche, Michael Rosenblum, Dmitry V. Dylov

Comments 7 pages + 1 references, 7 figures. arXiv admin note: text overlap with arXiv:1909.12154

Journal ref IJCAI 2020, pp. 2847-2854

Evaluating Continual Learning Algorithms by Generating 3D Virtual Environments

Enrico Meloni, Alessandro Betti, Lapo Faggi, Simone Marullo, Matteo Tiezzi, Stefano Melacci

Comments 8 pages, 7 figures, accepted at the 1st International Workshop on Continual Semi-Supervised Learning (CSSL) @ IJCAI 2021

Ordering-Based Causal Discovery with Reinforcement Learning

Xiaoqiang Wang, Yali Du, Shengyu Zhu, Liangjun Ke, Zhitang Chen, Jianye Hao, Jun Wang

Comments Accepted to IJCAI'2021

VR3Dense: Voxel Representation Learning for 3D Object Detection and Monocular Dense Depth Reconstruction

Shubham Shrivastava

Comments Accepted at IJCAI 2021 Artificial Intelligence for Autonomous Driving Workshop

Adversarial Imitation Learning via Random Search in Lane Change Decision-Making

Myungjae Shin, Joongheon Kim

Comments Note that this framework is accepted to be published in proceedings of IJCNN 2019 and IJCAI 2019

Understanding Structural Vulnerability in Graph Convolutional Networks

Liang Chen, Jintang Li, Qibiao Peng, Yang Liu, Zibin Zheng, Carl Yang

Comments 7 pages, 5 figures; Published at IJCAI 2021

A distillation-based approach integrating continual learning and federated learning for pervasive services

Anastasiia Usmanova, François Portet, Philippe Lalanda, German Vega

Journal ref 3rd Workshop on Continual and Multimodal Learning for Internet of Things -- Co-located with IJCAI 2021, Aug 2021, Montreal, Canada

Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base

Yongrui Chen, Huiying Li, Yuncheng Hua, Guilin Qi

Comments Accepted to IJCAI 2020

Learning from Self-Discrepancy via Multiple Co-teaching for Cross-Domain Person Re-Identification

Suncheng Xiang, Yuzhuo Fu, Mengyuan Guan, Ting Liu

Comments Accepted at IJCAI'21 workshop on Weakly Supervised Representation Learning

The Price of Fairness for Indivisible Goods

Xiaohui Bei, Xinhang Lu, Pasin Manurangsi, Warut Suksompong

Comments A preliminary version appears in the 28th International Joint Conference on Artificial Intelligence (IJCAI), 2019

Journal ref Theory of Computing Systems, 65(7):1069-1093 (2021)

Contextualized Embeddings based Convolutional Neural Networks for Duplicate Question Identification

Harsh Sakhrani, Saloni Parekh, Pratik Ratadiya

Comments Accepted at the Workshop on Applied Semantics Extraction and Analytics at the 30th International Joint Conference on Artificial Intelligence (IJCAI-ASEA), 2021

Modeling Perception Errors towards Robust Decision Making in Autonomous Vehicles

Andrea Piazzoni, Jim Cherian, Martin Slavik, Justin Dauwels

Comments 11 pages, 8 figures. Preprint of an article published at IJCAI2020 update: fixed title and metadata

Journal ref Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence Main track (2020). Pages 3494-3500

An Automated Framework for Supporting Data-Governance Rule Compliance in Decentralized MIMO Contexts

Rui Zhao

Comments Accepted to IJCAI 2021 DC

Reducing Bus Bunching with Asynchronous Multi-Agent Reinforcement Learning

Jiawei Wang, Lijun Sun

Comments IJCAI-2021

Reinforcement Learning Based Sparse Black-box Adversarial Attack on Video Recognition Models

Zeyuan Wang, Chaofeng Sha, Su Yang

Comments Accepted as a conference paper of IJCAI-21 (the 30th International Joint Conference on Artificial Intelligence)

Journal ref Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21), pages 3162-3168, 2021

Extracting Qualitative Causal Structure with Transformer-Based NLP

Scott E. Friedman, Ian H. Magnusson, Sonja M. Schmer-Galunder

Comments 7 pages, 7 figures, IJCAI Workshop on Qualitative Reasoning

Box-Adapt: Domain-Adaptive Medical Image Segmentation using Bounding BoxSupervision

Yanwu Xu, Mingming Gong, Shaoan Xie, Kayhan Batmanghelich

Journal ref IJCAI Workshop on Weakly Supervised Representation Learning, 2021

Cooperation in Threshold Public Projects with Binary Actions

Yiling Chen, Biaoshuai Tao, Fang-Yi Yu

Comments 14 pages, 1 figure, accepted at IJCAI'21: International Joint Conference on Artificial Intelligence

Multi-hop Attention Graph Neural Network

Guangtao Wang, Rex Ying, Jing Huang, Jure Leskovec

Comments Accepted by IJCAI 2021

Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling

Liang Zhao, Wei Li, Ruihan Bao, Keiko Harimoto, YunfangWu, Xu Sun

Comments Accepted as a main track paper by IJCAI 21

Hierarchical Object-oriented Spatio-Temporal Reasoning for Video Question Answering

Long Hoang Dang, Thao Minh Le, Vuong Le, Truyen Tran

Comments Accepted by IJCAI 2021. Please cite the conference version

Neural Temporal Point Processes: A Review

Oleksandr Shchur, Ali Caner Türkmen, Tim Januschowski, Stephan Günnemann

Comments International Joint Conference on Artificial Intelligence (IJCAI) 2021

A Ladder of Causal Distances

Maxime Peyrard, Robert West

Comments Published at IJCAI 2021