IJCAI

Denoise-I2W: Mapping Images to Denoising Words for Accurate Zero-Shot Composed Image Retrieval

Yuanmin Tang, Jing Yu, Keke Gai, Jiamin Zhuang, Gaopeng Gou, Gang Xiong, Qi Wu

Comments This work was submitted to IJCAI 2024, with a score of weak accept and borderline accept

Predictive Accuracy-Based Active Learning for Medical Image Segmentation

Jun Shi, Shulan Ruan, Ziqi Zhu, Minfan Zhao, Hong An, Xudong Xue, Bing Yan

Comments 9 pages, 4 figures

Journal ref International Joint Conference on Artificial Intelligence (2024) 4885-4893

Evaluating Consistencies in LLM responses through a Semantic Clustering of Question Answering

Yanggyu Lee, Jihie Kim

Comments Accepted to the Trustworthy AI Workshop at IJCAI 2024

Constructive Interpolation and Concept-Based Beth Definability for Description Logics via Sequents

Tim S. Lyon, Jonas Karge

Comments Accepted to IJCAI 2024

PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting

Zeying Gong, Yujin Tang, Junwei Liang

Comments Code is available at: https://github.com/Zeying-Gong/PatchMixer. This paper has been accepted to The Sixth DSO Workshop at IJCAI-24

A Survey on Out-of-Distribution Evaluation of Neural NLP Models

Xinzhe Li, Ming Liu, Shang Gao, Wray Buntine

Journal ref IJCAI-2023

Graph Propagation Transformer for Graph Representation Learning

Zhe Chen, Hao Tan, Tao Wang, Tianrun Shen, Tong Lu, Qiuying Peng, Cheng Cheng, Yue Qi

Comments Accepted to IJCAI 2023

CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment

Kanglei Zhou, Junlin Li, Ruizhi Cai, Liyuan Wang, Xingxing Zhang, Xiaohui Liang

Comments Accepted by IJCAI 2024

Uncertainty-aware Evaluation of Time-Series Classification for Online Handwriting Recognition with Domain Shift

Andreas Klaß, Sven M. Lorenz, Martin W. Lauer-Schmaltz, David Rügamer, Bernd Bischl, Christopher Mutschler, Felix Ott

Journal ref 2022 IJCAI-ECAI First International Workshop on Spatio-Temporal Reasoning and Learning (STRL)

Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting

Haotian Gao, Renhe Jiang, Zheng Dong, Jinliang Deng, Yuxin Ma, Xuan Song

Comments Accepted at IJCAI-2024 Main Track

Semi-supervised Domain Adaptation in Graph Transfer Learning

Ziyue Qiao, Xiao Luo, Meng Xiao, Hao Dong, Yuanchun Zhou, Hui Xiong

Comments Accepted by IJCAI 2023

Find Rhinos without Finding Rhinos: Active Learning with Multimodal Imagery of South African Rhino Habitats

Lucia Gordon, Nikhil Behari, Samuel Collier, Elizabeth Bondi-Kelly, Jackson A. Killian, Catherine Ressijac, Peter Boucher, Andrew Davies, Milind Tambe

Comments 9 pages, 9 figures, IJCAI 2023 Special Track on AI for Good

Journal ref Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. AI for Good. Pages 5977-5985. 2023

EvaNet: Elevation-Guided Flood Extent Mapping on Earth Imagery (Extended Version)

Mirza Tanzim Sami, Da Yan, Saugat Adhikari, Lyuheng Yuan, Jiao Han, Zhe Jiang, Jalal Khalil, Yang Zhou

Comments Published at the International Joint Conference on Artificial Intelligence (IJCAI, 2024)

Denial-of-Service or Fine-Grained Control: Towards Flexible Model Poisoning Attacks on Federated Learning

Hangtao Zhang, Zeming Yao, Leo Yu Zhang, Shengshan Hu, Chao Chen, Alan Liew, Zhetao Li

Comments Accepted by IJCAI 2024

Couples can be tractable: New algorithms and hardness results for the Hospitals / Residents problem with Couples

Gergely Csáji, David Manlove, Iain McBride, James Trimble

Comments A previous version of the paper appeared in the Proceedings of IJCAI 2024: the 33rd International Joint Conference on Artificial Intelligence

Computation and Complexity of Preference Inference Based on Hierarchical Models

Nic Wilson, Anne-Marie George, Barry O'Sullivan

Comments Longer Version of IJCAI'15 publication https://www.ijcai.org/Proceedings/15/Papers/461.pdf

KALE: An Artwork Image Captioning System Augmented with Heterogeneous Graph

Yanbei Jiang, Krista A. Ehinger, Jey Han Lau

Comments Accepted at IJCAI 2024

ADESSE: Advice Explanations in Complex Repeated Decision-Making Environments

Sören Schleibaum, Lu Feng, Sarit Kraus, Jörg P. Müller

Journal ref Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (2024)

Temporal Graph ODEs for Irregularly-Sampled Time Series

Alessio Gravina, Daniele Zambon, Davide Bacciu, Cesare Alippi

Comments Preprint. Accepted at IJCAI 2024

Functional Graph Convolutional Networks: A unified multi-task and multi-modal learning framework to facilitate health and social-care insights

Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, Cécile Rousseau, Alessandra Pascale, John Dinsmore

Journal ref IJCAI 2024

Joint Input and Output Coordination for Class-Incremental Learning

Shuai Wang, Yibing Zhan, Yong Luo, Han Hu, Wei Yu, Yonggang Wen, Dacheng Tao

Comments 11 pages, 4 figues. Accepted by IJCAI 2024

Vision-fused Attack: Advancing Aggressive and Stealthy Adversarial Text against Neural Machine Translation

Yanni Xue, Haojie Hao, Jiakai Wang, Qiang Sheng, Renshuai Tao, Yu Liang, Pu Feng, Xianglong Liu

Comments IJCAI 2024

Meta-Learning for Unsupervised Outlier Detection with Optimal Transport

Prabhant Singh, Joaquin Vanschoren

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

Improved Parallel Algorithm for Non-Monotone Submodular Maximization under Knapsack Constraint

Tan D. Tran, Canh V. Pham, Dung T. K. Ha, Phuong N. H. Pham

Comments In Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI), Main Track

A Survey on Efficient Federated Learning Methods for Foundation Model Training

Herbert Woisetschläger, Alexander Isenko, Shiqiang Wang, Ruben Mayer, Hans-Arno Jacobsen

Comments Accepted for publication at IJCAI 2024. Please cite the published paper via https://doi.org/10.24963/ijcai.2024/919

The Transformation Logics

Alessandro Ronca

Comments Extended version with appendix of a paper with the same title that appears in the proceedings of IJCAI 2024

Efficient Event Stream Super-Resolution with Recursive Multi-Branch Fusion

Quanmin Liang, Zhilin Huang, Xiawu Zheng, Feidiao Yang, Jun Peng, Kai Huang, Yonghong Tian

Journal ref International Joint Conference on Artificial Intelligence 2024

ESP-PCT: Enhanced VR Semantic Performance through Efficient Compression of Temporal and Spatial Redundancies in Point Cloud Transformers

Luoyu Mei, Shuai Wang, Yun Cheng, Ruofeng Liu, Zhimeng Yin, Wenchao Jiang, Shuai Wang, Wei Gong

Journal ref Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, IJCAI 2024

From 2D to 3D: AISG-SLA Visual Localization Challenge

Jialin Gao, Bill Ong, Darld Lwi, Zhen Hao Ng, Xun Wei Yee, Mun-Thye Mak, Wee Siong Ng, See-Kiong Ng, Hui Ying Teo, Victor Khoo, Georg Bökman, Johan Edstedt, Kirill Brodt, Clémentin Boittiaux, Maxime Ferrera, Stepan Konev

Journal ref Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence Demo Track (2024) 8661-8664

Mirror contrastive loss based sliding window transformer for subject-independent motor imagery based EEG signal recognition

Jing Luo, Qi Mao, Weiwei Shi, Zhenghao Shi, Xiaofan Wang, Xiaofeng Lu, Xinhong Hei

Comments This paper has been accepted by the Fourth International Workshop on Human Brain and Artificial Intelligence, joint workshop of the 33rd International Joint Conference on Artificial Intelligence, Jeju Island, South Korea, from August 3rd to August 9th, 2024