IJCAI

A Label Attention Model for ICD Coding from Clinical Text

Thanh Vu, Dat Quoc Nguyen, Anthony Nguyen

Comments In Proceedings of IJCAI 2020 (Main Track)

Explainable Recommendation via Interpretable Feature Mapping and Evaluation of Explainability

Deng Pan, Xiangrui Li, Xin Li, Dongxiao Zhu

Comments Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI)

Journal ref IJCAI 2020, pages 2690-2696

Image Captioning with Compositional Neural Module Networks

Junjiao Tian, Jean Oh

Comments International Joint Conference on Artificial Intelligence (IJCAI-19)

CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP

Libo Qin, Minheng Ni, Yue Zhang, Wanxiang Che

Comments Accepted at IJCAI2020. SOLE copyright holder is IJCAI (international Joint Conferences on Artificial Intelligence), all rights reserved. http://static.ijcai.org/2020-accepted_papers.html

Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution

Sankalp Garg, Navodita Sharma, Woojeong Jin, Xiang Ren

Comments In Proceedings of IJCAI 2020. Code can be found at https://github.com/INK-USC/DArtNet . The sole copyright holder is IJCAI (International Joint Conferences on Artificial Intelligence), all rights reserved. Original Publication available at https://www.ijcai.org/Proceedings/2020/386

Spectral Pruning: Compressing Deep Neural Networks via Spectral Analysis and its Generalization Error

Taiji Suzuki, Hiroshi Abe, Tomoya Murata, Shingo Horiuchi, Kotaro Ito, Tokuma Wachi, So Hirai, Masatoshi Yukishima, Tomoaki Nishimura

Comments 17 pages, 4 figures. Accepted in IJCAI-PRICAI 2020. Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, pages 2839--2846

MAPS: Multi-agent Reinforcement Learning-based Portfolio Management System

Jinho Lee, Raehyun Kim, Seok-Won Yi, Jaewoo Kang

Comments 7 pages, 5 figures, IJCAI-PRICAI 2020

Robust Market Making via Adversarial Reinforcement Learning

Thomas Spooner, Rahul Savani

Comments 7 pages, 3 figures; IJCAI-PRICAI '20 Conference Proceedings

DAM: Deliberation, Abandon and Memory Networks for Generating Detailed and Non-repetitive Responses in Visual Dialogue

Xiaoze Jiang, Jing Yu, Yajing Sun, Zengchang Qin, Zihao Zhu, Yue Hu, Qi Wu

Comments Accepted by IJCAI 2020. SOLE copyright holder is IJCAI (International Joint Conferences on Artificial Intelligence)

Optimal Margin Distribution Machine

Teng Zhang, Zhi-Hua Zhou

Comments arXiv admin note: substantial text overlap with arXiv:1311.0989

Journal ref IJCAI 2018

On the Consistency of AUC Pairwise Optimization

Wei Gao, Zhi-Hua Zhou

Journal ref IJCAI 2015

Privacy Threats Against Federated Matrix Factorization

Dashan Gao, Ben Tan, Ce Ju, Vincent W. Zheng, Qiang Yang

Comments 6 pages, 2 figures, 1 table, Accepted for Workshop on Federated Learning for Data Privacy and Confidentiality in Conjunction with IJCAI 2020 (FL-IJCAI'20)

Increasing Trustworthiness of Deep Neural Networks via Accuracy Monitoring

Zhihui Shao, Jianyi Yang, Shaolei Ren

Comments Accepted by the AISafety workshop co-located with IJCAI-PRICAI 2020

ACFD: Asymmetric Cartoon Face Detector

Bin Zhang, Jian Li, Yabiao Wang, Zhipeng Cui, Yili Xia, Chengjie Wang, Jilin Li, Feiyue Huang

Comments 1st place of IJCAI 2020 iCartoon Face Challenge (Detection Track)

Decorrelated Clustering with Data Selection Bias

Xiao Wang, Shaohua Fan, Kun Kuang, Chuan Shi, Jiawei Liu, Bai Wang

Comments Accepted by main track of IJCAI2020;SOLE copyright holder is IJCAI (international Joint Conferences on Artificial Intelligence), all rights reserved

Stochastic Batch Augmentation with An Effective Distilled Dynamic Soft Label Regularizer

Qian Li, Qingyuan Hu, Yong Qi, Saiyu Qi, Jie Ma, Jian Zhang

Comments Accepted by IJCAI 2020. SOLE copyright holder is IJCAI (international Joint Conferences on Artificial Intelligence)

Channel Pruning via Automatic Structure Search

Mingbao Lin, Rongrong Ji, Yuxin Zhang, Baochang Zhang, Yongjian Wu, Yonghong Tian

Comments Accepted by IJCAI2020. SOLO copyright holder is IJCAI (International Joint Conferences on Artificial Intelligence)

Flow-Based Network Creation Games

Hagen Echzell, Tobias Friedrich, Pascal Lenzner, Anna Melnichenko

Comments To appear at the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020)

Recurrent Relational Memory Network for Unsupervised Image Captioning

Dan Guo, Yang Wang, Peipei Song, Meng Wang

Comments Appearing at IJCAI 2020

Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep Neural Networks

Jinghui Chen, Dongruo Zhou, Yiqi Tang, Ziyan Yang, Yuan Cao, Quanquan Gu

Comments 17 pages, 4 figures, 4 tables. In IJCAI 2020

Recovering Accurate Labeling Information from Partially Valid Data for Effective Multi-Label Learning

Ximing Li, Yang Wang

Comments Appeared at IJCAI 2020

Unsupervised Vehicle Re-identification with Progressive Adaptation

Jinjia Peng, Yang Wang, Huibing Wang, Zhao Zhang, Xianping Fu, Meng Wang

Comments Appearing at IJCAI 2020

A Complete Characterization of Projectivity for Statistical Relational Models

Manfred Jaeger, Oliver Schulte

Comments Extended version (with proof appendix) of paper that is too appear in Proceedings of IJCAI 2020

Cross-denoising Network against Corrupted Labels in Medical Image Segmentation with Domain Shift

Qinming Zhang, Luyan Liu, Kai Ma, Cheng Zhuo, Yefeng Zheng

Comments Accepted by IJCAI 2020

Convolutional Gaussian Embeddings for Personalized Recommendation with Uncertainty

Junyang Jiang, Deqing Yang, Yanghua Xiao, Chenlu Shen

Journal ref IJCAI 2019

SVRG for Policy Evaluation with Fewer Gradient Evaluations

Zilun Peng, Ahmed Touati, Pascal Vincent, Doina Precup

Comments Short version of the paper is published in the proceedings of the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI2020)

Opinion Maximization in Social Trust Networks

Pinghua Xu, Wenbin Hu, Jia Wu, Weiwei Liu

Comments Accepted by IJCAI 2020. SOLE copyright holder is IJCAI (international Joint Conferences on Artificial Intelligence)

Aligning with Heterogeneous Preferences for Kidney Exchange

Rachel Freedman

Comments Presented at the IJCAI-PRICAI 2020 Workshop on Artificial Intelligence Safety

Exploiting Visual Semantic Reasoning for Video-Text Retrieval

Zerun Feng, Zhimin Zeng, Caili Guo, Zheng Li

Comments Accepted by IJCAI 2020. SOLE copyright holder is IJCAI (International Joint Conferences on Artificial Intelligence), all rights reserved. http://static.ijcai.org/2020-accepted_papers.html

The Social Contract for AI

Mirka Snyder Caron, Abhishek Gupta

Comments Accepted paper for presentation at the IJCAI 2019 AI for Social Good workshop