IJCAI

Contextual Sprint Classification in Soccer Based on Deep Learning

Hyunsung Kim, Gun-Hee Joe, Jinsung Yoon, Sang-Ki Ko

Comments Accepted at IJCAI 2024 Workshop on Intelligent Technologies for Precision Sports Science (IT4PSS 2024)

What is Best for Students, Numerical Scores or Letter Grades?

Evi Micha, Shreyas Sekar, Nisarg Shah

Comments Accepted to IJCAI 2024

A Survey of Robotic Language Grounding: Tradeoffs between Symbols and Embeddings

Vanya Cohen, Jason Xinyu Liu, Raymond Mooney, Stefanie Tellex, David Watkins

Comments IJCAI 2024 Survey Track

Manipulating Embeddings of Stable Diffusion Prompts

Niklas Deckers, Julia Peters, Martin Potthast

Comments IJCAI 2024 camera ready version

Game Transformations That Preserve Nash Equilibria or Best-Response Sets

Emanuel Tewolde, Vincent Conitzer

Comments Long version of the paper that got accepted to the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI 2024). 28 pages, 1 figures

SVFormer: A Direct Training Spiking Transformer for Efficient Video Action Recognition

Liutao Yu, Liwei Huang, Chenlin Zhou, Han Zhang, Zhengyu Ma, Huihui Zhou, Yonghong Tian

Comments Accepted by IJCAI 2024 workshop - Human Brain and Artificial Intelligence

Are Logistic Models Really Interpretable?

Danial Dervovic, Freddy Lécué, Nicolás Marchesotti, Daniele Magazzeni

Comments 36 pages, 5 Figures. Extended version of paper accepted to IJCAI 2024. arXiv admin note: substantial text overlap with arXiv:2211.06360

Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching

Zhuoran Li, Chunming Hu, Junfan Chen, Zhijun Chen, Xiaohui Guo, Richong Zhang

Comments 9 pages, 5 figures, 6 tables. Accepted by International Joint Conference on Artificial Intelligence (IJCAI 2024)

A Survey of Data-Efficient Graph Learning

Wei Ju, Siyu Yi, Yifan Wang, Qingqing Long, Junyu Luo, Zhiping Xiao, Ming Zhang

Comments Accepted by Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI 2024)

A Neural Column Generation Approach to the Vehicle Routing Problem with Two-Dimensional Loading and Last-In-First-Out Constraints

Yifan Xia, Xiangyi Zhang

Comments Accepted by International Joint Conference on Artificial Intelligence (IJCAI 2024)

Cross-Problem Learning for Solving Vehicle Routing Problems

Zhuoyi Lin, Yaoxin Wu, Bangjian Zhou, Zhiguang Cao, Wen Song, Yingqian Zhang, Senthilnath Jayavelu

Comments Accepted by IJCAI'24

Capturing Knowledge Graphs and Rules with Octagon Embeddings

Victor Charpenay, Steven Schockaert

Comments Accepted for IJCAI 2024

On the Feasibility of Fidelity$^-$ for Graph Pruning

Yong-Min Shin, Won-Yong Shin

Comments 6 pages, 3 figures, 2 tables; IJCAI Workshop on Explainable AI (XAI 2024) (to appear) (Please cite our workshop version.)

SpoT-Mamba: Learning Long-Range Dependency on Spatio-Temporal Graphs with Selective State Spaces

Jinhyeok Choi, Heehyeon Kim, Minhyeong An, Joyce Jiyoung Whang

Comments 6 pages, 2 figures, 3 tables. Spatio-Temporal Reasoning and Learning (STRL) Workshop at the 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024)

X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner

Haoyuan Jiang, Ziyue Li, Hua Wei, Xuantang Xiong, Jingqing Ruan, Jiaming Lu, Hangyu Mao, Rui Zhao

Comments Accepted by IJCAI 2024

Scientific Opinion Summarization: Paper Meta-review Generation Dataset, Methods, and Evaluation

Qi Zeng, Mankeerat Sidhu, Ansel Blume, Hou Pong Chan, Lu Wang, Heng Ji

Comments IJCAI 2024 AI4Research Workshop

Approximate Envy-Freeness in Graphical Cake Cutting

Sheung Man Yuen, Warut Suksompong

Comments Appears in the 32nd International Joint Conference on Artificial Intelligence (IJCAI), 2023

Journal ref Discrete Applied Mathematics, 357:112-131 (2024)

On The Pursuit of EFX for Chores: Non-Existence and Approximations

Vasilis Christoforidis, Christodoulos Santorinaios

Comments To appear at IJCAI 2024

Knowledge Graph in Astronomical Research with Large Language Models: Quantifying Driving Forces in Interdisciplinary Scientific Discovery

Zechang Sun, Yuan-Sen Ting, Yaobo Liang, Nan Duan, Song Huang, Zheng Cai

Comments An interactive version of the knowledge graph is made publicly available at https://astrokg.github.io/. Accepted to IJCAI 2024 AI4Research Workshop. Comments are welcome

Privacy-preserving Quantification of Non-IID Degree in Federated Learning

Yuping Yan, Yizhi Wang, Yingchao Yu, Yaochu Jin

Comments 8 pages, 8 figures, FL@FM-IJCAI'24

Heterogeneous Federated Learning with Convolutional and Spiking Neural Networks

Yingchao Yu, Yuping Yan, Jisong Cai, Yaochu Jin

Comments 8 pages, 5 figures, FL@FM-IJCAI'24

ELF-UA: Efficient Label-Free User Adaptation in Gaze Estimation

Yong Wu, Yang Wang, Sanqing Qu, Zhijun Li, Guang Chen

Comments This paper has been accepted by IJCAI'24

Parameterized Algorithms for Kidney Exchange

Arnab Maiti, Palash Dey

Comments 20 pages, appeared as an extended abstract in AAMAS 2022 and full paper in IJCAI 2022

Two-Stage Facility Location Games with Strategic Clients and Facilities

Simon Krogmann, Pascal Lenzner, Louise Molitor, Alexander Skopalik

Comments full version of the article at the 30th International Joint Conference on Artificial Intelligence (IJCAI-2021)

Enhancing Psychotherapy Counseling: A Data Augmentation Pipeline Leveraging Large Language Models for Counseling Conversations

Jun-Woo Kim, Ji-Eun Han, Jun-Seok Koh, Hyeon-Tae Seo, Du-Seong Chang

Comments IJCAI 2024 AI4Research workshop

False Sense of Security in Explainable Artificial Intelligence (XAI)

Neo Christopher Chung, Hongkyou Chung, Hearim Lee, Lennart Brocki, Hongbeom Chung, George Dyer

Comments AI Governance Workshop at the 2024 International Joint Conference on Artificial Intelligence (IJCAI)

Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations

Nima Hosseini Dashtbayaz, Ghazal Farhani, Boyu Wang, Charles X. Ling

Comments Accepted at IJCAI 2024. V2: Corrected typos

MuChin: A Chinese Colloquial Description Benchmark for Evaluating Language Models in the Field of Music

Zihao Wang, Shuyu Li, Tao Zhang, Qi Wang, Pengfei Yu, Jinyang Luo, Yan Liu, Ming Xi, Kejun Zhang

Comments Accepted by International Joint Conference on Artificial Intelligence 2024 (IJCAI 2024)

Strategic Resource Selection with Homophilic Agents

Jonathan Gadea Harder, Simon Krogmann, Pascal Lenzner, Alexander Skopalik

Comments full version of the article at the 32nd International Joint Conference on Artificial Intelligence (IJCAI-2023)

Wearable Sensor-Based Few-Shot Continual Learning on Hand Gestures for Motor-Impaired Individuals via Latent Embedding Exploitation

Riyad Bin Rafiq, Weishi Shi, Mark V. Albert

Comments Accepted at AI for Social Good track of IJCAI 2024 (the 33rd International Joint Conference on Artificial Intelligence), 14 pages, 11 figures