IJCAI

Gradient Perturbation is Underrated for Differentially Private Convex Optimization

Da Yu, Huishuai Zhang, Wei Chen, Tie-Yan Liu, Jian Yin

Comments International Joint Conference on Artificial Intelligence (IJCAI) 2020; 7 pages, 2 figures, and 4 tables

On Finite and Unrestricted Query Entailment beyond SQ with Number Restrictions on Transitive Roles

Thomas Gogacz, Víctor Gutiérrez-Basulto, Yazmín Ibáñez-García, Jean Christoph Jung, Filip Murlak

Comments Full version of a paper accepted at IJCAI'19

Image-embodied Knowledge Representation Learning

Ruobing Xie, Zhiyuan Liu, Huanbo Luan, Maosong Sun

Comments 7 pages; Accepted by IJCAI-2017

Journal ref IJCAI-2017

Fair Division Under Cardinality Constraints

Siddharth Barman, Arpita Biswas

Comments 22 pages. A part of these results is accepted at the 27th International Joint Conference on Artificial Intelligence (IJCAI), 2018. The proof of Lemma 5 in the earlier version had a bug. To address the issue and in lieu of general matroids, the current version provides a proof of this result specialized for Laminar matroids

A Synthetic Approach for Recommendation: Combining Ratings, Social Relations, and Reviews

Guang-Neng Hu, Xin-Yu Dai, Yunya Song, Shu-Jian Huang, Jia-Jun Chen

Comments 7 pages, 8 figures

Journal ref 24th IJCAI,2015,1756-1762

CPMetric: Deep Siamese Networks for Learning Distances Between Structured Preferences

Andrea Loreggia, Nicholas Mattei, Francesca Rossi, K. Brent Venable

Journal ref Artificial Intelligence. IJCAI 2019 International Workshops. IJCAI 2019. Lecture Notes in Computer Science, vol 12158. Springer, Cham

Individual Fairness Revisited: Transferring Techniques from Adversarial Robustness

Samuel Yeom, Matt Fredrikson

Comments Published at IJCAI 2020 (at https://www.ijcai.org/Proceedings/2020/61 ); the conference version has a minor error in the proof of Theorem 3, which is fixed here

Business Taxonomy Construction Using Concept-Level Hierarchical Clustering

Haodong Bai, Frank Z. Xing, Erik Cambria, Win-Bin Huang

Comments Accepted to The First Workshop on Financial Technology and Natural Language Processing (FinNLP@IJCAI-19)

Self-Attentional Credit Assignment for Transfer in Reinforcement Learning

Johan Ferret, Raphaël Marinier, Matthieu Geist, Olivier Pietquin

Comments 21 pages, 10 figures, 3 tables (accepted as an oral presentation at the Learning Transferable Skills workshop, NeurIPS 2019)

Journal ref International Joint Conference on Artificial Intelligence. 29 (2020) 2655-2661

Neural Abstractive Summarization with Structural Attention

Tanya Chowdhury, Sachin Kumar, Tanmoy Chakraborty

Comments 7 pages, 4 tables, 2 figures, IJCAI 2020

Closed-Loop Memory GAN for Continual Learning

Amanda Rios, Laurent Itti

Comments Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI-2019). https://doi.org/10.24963/ijcai.2019/462

Modeling Topical Relevance for Multi-Turn Dialogue Generation

Hainan Zhang, Yanyan Lan, Liang Pang, Hongshen Chen, Zhuoye Ding, Dawei Yin

Journal ref the 29th International Joint Conference on Artificial Intelligence(IJCAI 2020)

Deep Learning for Community Detection: Progress, Challenges and Opportunities

Fanzhen Liu, Shan Xue, Jia Wu, Chuan Zhou, Wenbin Hu, Cecile Paris, Surya Nepal, Jian Yang, Philip S. Yu

Comments Accepted Paper in the 29th International Joint Conference on Artificial Intelligence (IJCAI 20), Survey Track

Journal ref IJCAI 2020: 4981-4987

Dynamic Frame skip Deep Q Network

Aravind Srinivas, Sahil Sharma, Balaraman Ravindran

Comments IJCAI 2016 Workshop on Deep Reinforcement Learning: Frontiers and Challenges; 6 pages, 8 figures

Answering Counting Queries over DL-Lite Ontologies

Meghyn Bienvenu, Quentin Manière, Michaël Thomazo

Journal ref Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI 2020), 2020, Yokohama, Japan

Almost Envy-Freeness in Group Resource Allocation

Maria Kyropoulou, Warut Suksompong, Alexandros A. Voudouris

Comments Appears in the 28th International Joint Conference on Artificial Intelligence (IJCAI), 2019

Journal ref Theoretical Computer Science, 841:110-123 (2020)

Play MNIST For Me! User Studies on the Effects of Post-Hoc, Example-Based Explanations & Error Rates on Debugging a Deep Learning, Black-Box Classifier

Courtney Ford, Eoin M. Kenny, Mark T. Keane

Comments 2 Figures, 1 Table, 8 pages

Journal ref IJCAI-20 Workshop on Explainable AI (XAI), September 2020

Generative Image Inpainting with Submanifold Alignment

Ang Li, Jianzhong Qi, Rui Zhang, Xingjun Ma, Kotagiri Ramamohanarao

Comments accepted by IJCAI 2019

Truthful Fair Division without Free Disposal

Xiaohui Bei, Guangda Huzhang, Warut Suksompong

Comments Appears in the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI), 2018

Journal ref Social Choice and Welfare, 55(3):523-545 (2020)

HHHFL: Hierarchical Heterogeneous Horizontal Federated Learning for Electroencephalography

Dashan Gao, Ce Ju, Xiguang Wei, Yang Liu, Tianjian Chen, Qiang Yang

Comments 5 pages, 6 figures, Accepted for International Workshop on Federated Machine Learning for User Privacy and Data Confidentiality in Conjunction with IJCAI 2019 (FL-IJCAI'2019)

Towards Making the Most of Context in Neural Machine Translation

Zaixiang Zheng, Xiang Yue, Shujian Huang, Jiajun Chen, Alexandra Birch

Comments Accepted by IJCAI'20. One-sentence summary: A general-purpose NMT model that's supposed to deal with any-length text, e.g., an entire document or a single sentence

LSTM Networks for Online Cross-Network Recommendations

Dilruk Perera, Roger Zimmermann

Journal ref International Joint Conference on Artificial Intelligence, 2018 (IJCAI-18)

Learning Optimal Temperature Region for Solving Mixed Integer Functional DCOPs

Saaduddin Mahmud, Md. Mosaddek Khan, Moumita Choudhury, Long Tran-Thanh, Nicholas R. Jennings

Comments Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence Main track. Pages 268-275

Utilitarian Welfare and Representation Guarantees of Approval-Based Multiwinner Rules

Martin Lackner, Piotr Skowron

Comments This work is based on the short paper titled "A quantitative analysis of multi-winner rules" that appeared in the proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019)

Journal ref Artificial Intelligence, Volume 288, November 2020, 103366

Collaborative Fairness in Federated Learning

Lingjuan Lyu, Xinyi Xu, Qian Wang

Comments accepted to FL-IJCAI'20 workshop

Object-Aware Multi-Branch Relation Networks for Spatio-Temporal Video Grounding

Zhu Zhang, Zhou Zhao, Zhijie Lin, Baoxing Huai, Nicholas Jing Yuan

Comments Accepted by IJCAI 2020

Unsatisfiability Proofs for Weight 16 Codewords in Lam's Problem

Curtis Bright, Kevin K. H. Cheung, Brett Stevens, Ilias Kotsireas, Vijay Ganesh

Comments To appear in Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI 2020)

Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-Identification

Haocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Huang Da, Jun Cheng, Bin Hu

Comments Accepted at IJCAI 2020 Main Track. Sole copyright holder is IJCAI. Codes are available at https://github.com/Kali-Hac/SGE-LA

Journal ref In IJCAI, pages 898-905, 2020

DeepView: Visualizing Classification Boundaries of Deep Neural Networks as Scatter Plots Using Discriminative Dimensionality Reduction

Alexander Schulz, Fabian Hinder, Barbara Hammer

Comments This is published at IJCAI 2020

Dialogue State Induction Using Neural Latent Variable Models

Qingkai Min, Libo Qin, Zhiyang Teng, Xiao Liu, Yue Zhang

Comments IJCAI 2020