IJCAI

SGAT4PASS: Spherical Geometry-Aware Transformer for PAnoramic Semantic Segmentation

Xuewei Li, Tao Wu, Zhongang Qi, Gaoang Wang, Ying Shan, Xi Li

Comments Accepted by IJCAI 2023

Enriching Phrases with Coupled Pixel and Object Contexts for Panoptic Narrative Grounding

Tianrui Hui, Zihan Ding, Junshi Huang, Xiaoming Wei, Xiaolin Wei, Jiao Dai, Jizhong Han, Si Liu

Comments Accepted by IJCAI 2023. Since the PNG benchmark adopts a different data partition manner from ours, we update the experimental results on the things/stuff/singulars/plurals subsets based on the PNG's code

Intent-aware Recommendation via Disentangled Graph Contrastive Learning

Yuling Wang, Xiao Wang, Xiangzhou Huang, Yanhua Yu, Haoyang Li, Mengdi Zhang, Zirui Guo, Wei Wu

Comments Accepted by IJCAI 2023

Journal ref [C]//Proceedings of the 32th international joint conference on artificial intelligence. 2023: 2343-2351

HIP Network: Historical Information Passing Network for Extrapolation Reasoning on Temporal Knowledge Graph

Yongquan He, Peng Zhang, Luchen Liu, Qi Liang, Wenyuan Zhang, Chuang Zhang

Comments 7 pages, 3 figures

Journal ref IJCAI (2021) 1915-1921

Improving Neural-based Classification with Logical Background Knowledge

Arthur Ledaguenel, Céline Hudelot, Mostepha Khouadjia

Comments 9 pages, 3 figures, submitted to IJCAI 2024

A Survey on Extractive Knowledge Graph Summarization: Applications, Approaches, Evaluation, and Future Directions

Xiaxia Wang, Gong Cheng

Comments 9 pages, 13 figures, submitted to the IJCAI 2024 Survey Track

Multi-view Feature Augmentation with Adaptive Class Activation Mapping

Xiang Gao, Yingjie Tian, Zhiquan Qi

Comments An arxiv version of the paper published in Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21). See https://www.ijcai.org/proceedings/2021/94

Journal ref Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence. Main Track. 2021. Pages 678-684

I Will Have Order! Optimizing Orders for Fair Reviewer Assignment

Justin Payan, Yair Zick

Comments 41 pages, 8 figures, extends initial version published at IJCAI 2022

An All Deep System for Badminton Game Analysis

Po-Yung Chou, Yu-Chun Lo, Bo-Zheng Xie, Cheng-Hung Lin, Yu-Yung Kao

Comments Golden Award for IJCAI CoachAI Challenge 2023: Team NTNUEE AIoTLab

Optimal Decision Tree Policies for Markov Decision Processes

Daniël Vos, Sicco Verwer

Journal ref Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence Main Track, 5457-5465 (2023)

Complete Instances Mining for Weakly Supervised Instance Segmentation

Zecheng Li, Zening Zeng, Yuqi Liang, Jin-Gang Yu

Comments 7 pages

Journal ref Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence(IJCAI 2023). Main Track. Pages 1142-1150

HireVAE: An Online and Adaptive Factor Model Based on Hierarchical and Regime-Switch VAE

Zikai Wei, Anyi Rao, Bo Dai, Dahua Lin

Comments Accepted to IJCAI 2023

Learning Calibrated Uncertainties for Domain Shift: A Distributionally Robust Learning Approach

Haoxuan Wang, Zhiding Yu, Yisong Yue, Anima Anandkumar, Anqi Liu, Junchi Yan

Comments IJCAI 2023

PACE: A Pragmatic Agent for Enhancing Communication Efficiency Using Large Language Models

Jiaxuan Li, Minxi Yang, Dahua Gao, Wenlong Xu, Guangming Shi

Comments 11 pages,11 figures, submitted to IJCAI 2024

Neuro-Symbolic Learning of Answer Set Programs from Raw Data

Daniel Cunnington, Mark Law, Jorge Lobo, Alessandra Russo

Comments Accepted to IJCAI 2023

From Words to Molecules: A Survey of Large Language Models in Chemistry

Chang Liao, Yemin Yu, Yu Mei, Ying Wei

Comments Submitted to IJCAI 2024 survey track

Sequential Attention Source Identification Based on Feature Representation

Dongpeng Hou, Zhen Wang, Chao Gao, Xuelong Li

Journal ref Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI-23), 4794-4802, 2023

Reducing Communication for Split Learning by Randomized Top-k Sparsification

Fei Zheng, Chaochao Chen, Lingjuan Lyu, Binhui Yao

Comments Accepted by IJCAI 2023

Journal ref IJCAI 2023

DengueNet: Dengue Prediction using Spatiotemporal Satellite Imagery for Resource-Limited Countries

Kuan-Ting Kuo, Dana Moukheiber, Sebastian Cajas Ordonez, David Restrepo, Atika Rahman Paddo, Tsung-Yu Chen, Lama Moukheiber, Mira Moukheiber, Sulaiman Moukheiber, Saptarshi Purkayastha, Po-Chih Kuo, Leo Anthony Celi

Comments Published at the IJCAI 2023 Workshop on Bridge-AI: from Climate Change to Health Equity (BridgeAICCHE)., Macao, S.A.R

Statistically Significant Concept-based Explanation of Image Classifiers via Model Knockoffs

Kaiwen Xu, Kazuto Fukuchi, Youhei Akimoto, Jun Sakuma

Comments Accepted to IJCAI'23

Journal ref Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI 2023

Assessing the Interpretability of Programmatic Policies with Large Language Models

Zahra Bashir, Michael Bowling, Levi H. S. Lelis

Comments This paper is under-review for IJCAI. The main file is arxiv.tex and I have a supplementary_materials.tex file as well

When Votes Change and Committees Should (Not)

Robert Bredereck, Till Fluschnik, Andrzej Kaczmarczyk

Comments Published in the Proceedings of IJCAI-22

Explainable Reinforcement Learning via a Causal World Model

Zhongwei Yu, Jingqing Ruan, Dengpeng Xing

Comments Accepted by IJCAI 2023

BET: Explaining Deep Reinforcement Learning through The Error-Prone Decisions

Xiao Liu, Jie Zhao, Wubing Chen, Mao Tan, Yongxing Su

Comments This is an early version of a paper that submitted to IJCAI 2024 8 pages, 4 figures and 1 table

Is Last Layer Re-Training Truly Sufficient for Robustness to Spurious Correlations?

Phuong Quynh Le, Jörg Schlötterer, Christin Seifert

Comments Accepted at IJCAI Workshop on XAI 2023

JEPOO: Highly Accurate Joint Estimation of Pitch, Onset and Offset for Music Information Retrieval

Haojie Wei, Jun Yuan, Rui Zhang, Yueguo Chen, Gang Wang

Comments This paper has been accepted by IJCAI 2023; 11 pages, 6 figures

Towards Robust GAN-generated Image Detection: a Multi-view Completion Representation

Chi Liu, Tianqing Zhu, Sheng Shen, Wanlei Zhou

Comments Accepted to IJCAI 2023

From Statistical Relational to Neurosymbolic Artificial Intelligence: a Survey

Giuseppe Marra, Sebastijan Dumančić, Robin Manhaeve, Luc De Raedt

Comments To appear in Artificial Intelligence. Shorter version at IJCAI 2020 survey track, https://www.ijcai.org/proceedings/2020/0688.pdf

Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning

Thomy Phan, Thomas Gabor, Robert Müller, Christoph Roch, Claudia Linnhoff-Popien

Comments Accepted to IJCAI 2019. arXiv admin note: substantial text overlap with arXiv:1905.04020

GreenFlow: A Computation Allocation Framework for Building Environmentally Sound Recommendation System

Xingyu Lu, Zhining Liu, Yanchu Guan, Hongxuan Zhang, Chenyi Zhuang, Wenqi Ma, Yize Tan, Jinjie Gu, Guannan Zhang

Journal ref Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence AI for Good. Pages 6103-6111