IJCAI

Data Complexity in Expressive Description Logics With Path Expressions

Bartosz Bednarczyk

Comments Accepted to IJCAI 2024. A version with the appendix will appear soon

WeatherGNN: Exploiting Meteo- and Spatial-Dependencies for Local Numerical Weather Prediction Bias-Correction

Binqing Wu, Weiqi Chen, Wengwei Wang, Bingqing Peng, Liang Sun, Ling Chen

Comments IJCAI 2024

Using Reinforcement Learning for the Three-Dimensional Loading Capacitated Vehicle Routing Problem

Stefan Schoepf, Stephen Mak, Julian Senoner, Liming Xu, Netland Torbjörn, Alexandra Brintrup

Comments Presented at the IJCAI 2023 Workshop on Search and Planning with Complex Objectives (WoSePCO)

Peptide Vaccine Design by Evolutionary Multi-Objective Optimization

Dan-Xuan Liu, Yi-Heng Xu, Chao Qian

Comments This paper has appeared at IJCAI'24

FusionINN: Decomposable Image Fusion for Brain Tumor Monitoring

Nishant Kumar, Ziyan Tao, Jaikirat Singh, Yang Li, Peiwen Sun, Binghui Zhao, Stefan Gumhold

Comments Accepted at IJCAI Workshop 2024. Source code available at https://github.com/nish03/FusionINN

No Regularization is Needed: An Efficient and Effective Model for Incomplete Label Distribution Learning

Xiang Li, Songcan Chen

Comments 9 pages, 4 figures

Journal ref The 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024)

Using Deep Learning to Find the Next Unicorn: A Practical Synthesis

Lele Cao, Vilhelm von Ehrenheim, Sebastian Krakowski, Xiaoxue Li, Alexandra Lutz

Comments A condensed version is published by IJCAI 2024 Workshop on FinNLP and Muffin (48 pages, 18 figures). ACL Link: https://aclanthology.org/2023.finnlp-1.6

Denoising-Aware Contrastive Learning for Noisy Time Series

Shuang Zhou, Daochen Zha, Xiao Shen, Xiao Huang, Rui Zhang, Fu-Lai Chung

Comments Accepted to 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024)

Extremal Separation Problems for Temporal Instance Queries

Jean Christoph Jung, Vladislav Ryzhikov, Frank Wolter, Michael Zakharyaschev

Comments Accepted for IJCAI 2024

TimewarpVAE: Simultaneous Time-Warping and Representation Learning of Trajectories

Travers Rhodes, Daniel D. Lee

Comments Artificial Intelligence for Time Series Analysis (AI4TS): Theory, Algorithms, and Applications Workshop at IJCAI '24

MultifacetEval: Multifaceted Evaluation to Probe LLMs in Mastering Medical Knowledge

Yuxuan Zhou, Xien Liu, Chen Ning, Ji Wu

Comments Accepted by IJCAI 2024

By Fair Means or Foul: Quantifying Collusion in a Market Simulation with Deep Reinforcement Learning

Michael Schlechtinger, Damaris Kosack, Franz Krause, Heiko Paulheim

Comments Preprint for IJCAI 2024

Graph Neural Networks for Brain Graph Learning: A Survey

Xuexiong Luo, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Quan Z. Sheng, David McAlpine, Paul Sowman, Alexis Giral, Philip S. Yu

Comments 9 pages, 2 figures, IJCAI-2024

Why Only Text: Empowering Vision-and-Language Navigation with Multi-modal Prompts

Haodong Hong, Sen Wang, Zi Huang, Qi Wu, Jiajun Liu

Comments IJCAI 2024

A Toolbox for Supporting Research on AI in Water Distribution Networks

André Artelt, Marios S. Kyriakou, Stelios G. Vrachimis, Demetrios G. Eliades, Barbara Hammer, Marios M. Polycarpou

Comments Accepted at the Workshop on Artificial Intelligence for Critical Infrastructure (AI4CI 2024) @ IJCAI'24 , Jeju Island, South Korea

Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation

Yaohua Liu, Jiaxin Gao, Xuan Liu, Xianghao Jiao, Xin Fan, Risheng Liu

Comments Accepted by IJCAI 2024. 10 pages

Position Debiasing Fine-Tuning for Causal Perception in Long-Term Dialogue

Shixuan Fan, Wei Wei, Wendi Li, Xian-Ling Mao, Wenfeng Xie, Dangyang Chen

Comments Accepted to IJCAI 2024

Improving Pseudo Labels with Global-Local Denoising Framework for Cross-lingual Named Entity Recognition

Zhuojun Ding, Wei Wei, Xiaoye Qu, Dangyang Chen

Comments Accepted by IJCAI 2024

DANCE: Dual-View Distribution Alignment for Dataset Condensation

Hansong Zhang, Shikun Li, Fanzhao Lin, Weiping Wang, Zhenxing Qian, Shiming Ge

Comments This work has been accepted by IJCAI-24

Computing Optimal Equilibria in Repeated Games with Restarts

Ratip Emin Berker, Vincent Conitzer

Comments 13 pages, 2 figures, main body to be published in Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI-24), Jeju, South Korea, 2024

Explore Internal and External Similarity for Single Image Deraining with Graph Neural Networks

Cong Wang, Wei Wang, Chengjin Yu, Jie Mu

Comments IJCAI-24; Project Page: https://github.com/supersupercong/MSGNN

Robust Reward Placement under Uncertainty

Petros Petsinis, Kaichen Zhang, Andreas Pavlogiannis, Jingbo Zhou, Panagiotis Karras

Comments Accepted for publication in IJCAI 2024

Redefining Contributions: Shapley-Driven Federated Learning

Nurbek Tastan, Samar Fares, Toluwani Aremu, Samuel Horvath, Karthik Nandakumar

Comments Accepted by IJCAI 2024

Boosting Model Resilience via Implicit Adversarial Data Augmentation

Xiaoling Zhou, Wei Ye, Zhemg Lee, Rui Xie, Shikun Zhang

Comments 9 pages, 6 figures, accepted by IJCAI 2024

Improving Paratope and Epitope Prediction by Multi-Modal Contrastive Learning and Interaction Informativeness Estimation

Zhiwei Wang, Yongkang Wang, Wen Zhang

Comments This paper is accepted by IJCAI 2024

Cross-Talk Reduction

Zhong-Qiu Wang, Anurag Kumar, Shinji Watanabe

Comments in International Joint Conference on Artificial Intelligence (IJCAI), 2024

Estimating before Debiasing: A Bayesian Approach to Detaching Prior Bias in Federated Semi-Supervised Learning

Guogang Zhu, Xuefeng Liu, Xinghao Wu, Shaojie Tang, Chao Tang, Jianwei Niu, Hao Su

Comments Accepted by IJCAI 2024

Predicting Parking Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach

Huaiwu Zhang, Yutong Xia, Siru Zhong, Kun Wang, Zekun Tong, Qingsong Wen, Roger Zimmermann, Yuxuan Liang

Comments Accepted by IJCAI 2024 (Multi-Year Track On AI And Social Good with ~20% acceptance rate)

Musical Phrase Segmentation via Grammatical Induction

Reed Perkins, Dan Ventura

Comments Extended version of a paper appearing in the proceedings of IJCAI 2024 that includes additional material in an appendix. Please cite the IJCAI version

Journal ref Proceedings of the International Joint Conference on Artificial Intelligence, 2024

Beyond the Limits: A Survey of Techniques to Extend the Context Length in Large Language Models

Xindi Wang, Mahsa Salmani, Parsa Omidi, Xiangyu Ren, Mehdi Rezagholizadeh, Armaghan Eshaghi

Comments Accepted to IJCAI 2024 Survey Track -- camera-ready version