IJCAI

Hacking Task Confounder in Meta-Learning

Jingyao Wang, Yi Ren, Zeen Song, Jianqi Zhang, Changwen Zheng, Wenwen Qiang

Comments Accepted by IJCAI 2024, 9 pages, 5 figures, 4 tables

Protecting Split Learning by Potential Energy Loss

Fei Zheng, Chaochao Chen, Lingjuan Lyu, Xinyi Fu, Xing Fu, Weiqiang Wang, Xiaolin Zheng, Jianwei Yin

Comments Accepted by IJCAI 2024

Enhancing Sustainable Urban Mobility Prediction with Telecom Data: A Spatio-Temporal Framework Approach

ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu

Comments 8 Figures, 5 Tables. Just accepted by IJCAI (to appear)

MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models

Yixiao Zhang, Yukara Ikemiya, Gus Xia, Naoki Murata, Marco A. Martínez-Ramírez, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon

Comments Accepted to IJCAI 2024

Policy Space Response Oracles: A Survey

Ariyan Bighashdel, Yongzhao Wang, Stephen McAleer, Rahul Savani, Frans A. Oliehoek

Comments Ariyan Bighashdel and Yongzhao Wang contributed equally

Journal ref The 33rd International Joint Conference on Artificial Intelligence, 2024

Large Language Model as a Policy Teacher for Training Reinforcement Learning Agents

Zihao Zhou, Bin Hu, Chenyang Zhao, Pu Zhang, Bin Liu

Comments Accepted and Published by IJCAI 2024

FactCHD: Benchmarking Fact-Conflicting Hallucination Detection

Xiang Chen, Duanzheng Song, Honghao Gui, Chenxi Wang, Ningyu Zhang, Yong Jiang, Fei Huang, Chengfei Lv, Dan Zhang, Huajun Chen

Comments IJCAI 2024

Continual Multimodal Knowledge Graph Construction

Xiang Chen, Jintian Zhang, Xiaohan Wang, Ningyu Zhang, Tongtong Wu, Yuxiang Wang, Yongheng Wang, Huajun Chen

Comments IJCAI 2024

Reframing Spatial Reasoning Evaluation in Language Models: A Real-World Simulation Benchmark for Qualitative Reasoning

Fangjun Li, David C. Hogg, Anthony G. Cohn

Comments Camera-Ready version for IJCAI 2024

AI-Olympics: Exploring the Generalization of Agents through Open Competitions

Chen Wang, Yan Song, Shuai Wu, Sa Wu, Ruizhi Zhang, Shu Lin, Haifeng Zhang

Comments IJCAI 2024 Demo Track Paper

A Behavior-Aware Approach for Deep Reinforcement Learning in Non-stationary Environments without Known Change Points

Zihe Liu, Jie Lu, Guangquan Zhang, Junyu Xuan

Comments Accepted by IJCAI 2024

Enabling Sustainable Freight Forwarding Network via Collaborative Games

Pang-Jin Tan, Shih-Fen Cheng, Richard Chen

Comments Accepted to the 33rd International Joint Conference on Artificial Intelligence (IJCAI-24)

End-to-End Real-World Polyphonic Piano Audio-to-Score Transcription with Hierarchical Decoding

Wei Zeng, Xian He, Ye Wang

Comments 8 pages, 5 figures, accepted by IJCAI 2024 - AI, Arts & Creativity Track

Detecting AI-Generated Sentences in Human-AI Collaborative Hybrid Texts: Challenges, Strategies, and Insights

Zijie Zeng, Shiqi Liu, Lele Sha, Zhuang Li, Kaixun Yang, Sannyuya Liu, Dragan Gašević, Guanliang Chen

Comments Camera-Ready version of our IJCAI 2024 accepted paper (Special Track: AI and Social Good)

ECR-Chain: Advancing Generative Language Models to Better Emotion-Cause Reasoners through Reasoning Chains

Zhaopei Huang, Jinming Zhao, Qin Jin

Comments Accepted by IJCAI 2024

FLDM-VTON: Faithful Latent Diffusion Model for Virtual Try-on

Chenhui Wang, Tao Chen, Zhihao Chen, Zhizhong Huang, Taoran Jiang, Qi Wang, Hongming Shan

Comments Accepted by IJCAI 2024

TFWT: Tabular Feature Weighting with Transformer

Xinhao Zhang, Zaitian Wang, Lu Jiang, Wanfu Gao, Pengfei Wang, Kunpeng Liu

Comments Accepted by IJCAI 2024

Getting More by Knowing Less: Bayesian Incentive Compatible Mechanisms for Fair Division

Vasilis Gkatzelis, Alexandros Psomas, Xizhi Tan, Paritosh Verma

Comments IJCAI 2024, 27 pages

LeMeViT: Efficient Vision Transformer with Learnable Meta Tokens for Remote Sensing Image Interpretation

Wentao Jiang, Jing Zhang, Di Wang, Qiming Zhang, Zengmao Wang, Bo Du

Comments Accepted by IJCAI'2024. The code is available at https://github.com/ViTAE-Transformer/LeMeViT

Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation

Xingyu Wu, Yan Zhong, Jibin Wu, Bingbing Jiang, Kay Chen Tan

Comments Accepted by IJCAI 2024

Perception-Inspired Graph Convolution for Music Understanding Tasks

Emmanouil Karystinaios, Francesco Foscarin, Gerhard Widmer

Comments Accepted at the 33rd International Joint Conference on Artificial Intelligence (IJCAI-24)

Mechanisms that play a game, not toss a coin

Toby Walsh

Comments To appear in Proceedings of IJCAI 2024

vMFER: Von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement

Yiwen Zhu, Jinyi Liu, Wenya Wei, Qianyi Fu, Yujing Hu, Zhou Fang, Bo An, Jianye Hao, Tangjie Lv, Changjie Fan

Comments Accepted by IJCAI 2024, with appendix

Anytime Sorting Algorithms (Extended Version)

Emma Caizergues, François Durand, Fabien Mathieu

Comments 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024), Aug 2024, Jeju City, Jeju Island, South Korea

Total Variation Distance for Product Distributions is $\#\mathsf{P}$-Complete

Arnab Bhattacharyya, Sutanu Gayen, Kuldeep S. Meel, Dimitrios Myrisiotis, A. Pavan, N. V. Vinodchandran

Comments 5 pages. An extended version of this paper appeared in the proceedings of IJCAI 2023, under the title "On approximating total variation distance" (see https://www.ijcai.org/proceedings/2023/387 and arXiv:2206.07209)

Minimizing Weighted Counterfactual Regret with Optimistic Online Mirror Descent

Hang Xu, Kai Li, Bingyun Liu, Haobo Fu, Qiang Fu, Junliang Xing, Jian Cheng

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

PiShield: A PyTorch Package for Learning with Requirements

Mihaela Cătălina Stoian, Alex Tatomir, Thomas Lukasiewicz, Eleonora Giunchiglia

Comments Demo paper, accepted at IJCAI 2024

FastSAG: Towards Fast Non-Autoregressive Singing Accompaniment Generation

Jianyi Chen, Wei Xue, Xu Tan, Zhen Ye, Qifeng Liu, Yike Guo

Comments IJCAI 2024

Learning Generalized Policies for Fully Observable Non-Deterministic Planning Domains

Till Hofmann, Hector Geffner

Comments presented at IJCAI'24

Shadow-Free Membership Inference Attacks: Recommender Systems Are More Vulnerable Than You Thought

Xiaoxiao Chi, Xuyun Zhang, Yan Wang, Lianyong Qi, Amin Beheshti, Xiaolong Xu, Kim-Kwang Raymond Choo, Shuo Wang, Hongsheng Hu

Comments This paper has been accepted by IJCAI-24