IJCAI

Evaluating the overall sensitivity of saliency-based explanation methods

Harshinee Sriram, Cristina Conati

Comments Accepted to the IJCAI-XAI 2023 workshop

Fixing Knockout Tournaments With Seeds

Pasin Manurangsi, Warut Suksompong

Comments Appears in the 31st International Joint Conference on Artificial Intelligence (IJCAI), 2022

Journal ref Discrete Applied Mathematics, 339:21-35 (2023)

OptIForest: Optimal Isolation Forest for Anomaly Detection

Haolong Xiang, Xuyun Zhang, Hongsheng Hu, Lianyong Qi, Wanchun Dou, Mark Dras, Amin Beheshti, Xiaolong Xu

Comments This paper has been accepted by International Joint Conference on Artificial Intelligence (IJCAI-23)

Transferable Curricula through Difficulty Conditioned Generators

Sidney Tio, Pradeep Varakantham

Comments IJCAI'23

Instruct-FinGPT: Financial Sentiment Analysis by Instruction Tuning of General-Purpose Large Language Models

Boyu Zhang, Hongyang Yang, Xiao-Yang Liu

Comments FinLLM Symposium at IJCAI 2023

Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities

Chuang Liu, Yibing Zhan, Jia Wu, Chang Li, Bo Du, Wenbin Hu, Tongliang Liu, Dacheng Tao

Comments 11 pages, 2 figures. Accepted by IJCAI Survey Track 2023

Co-Certificate Learning with SAT Modulo Symmetries

Markus Kirchweger, Tomáš Peitl, Stefan Szeider

Comments To appear in the Proceedings of IJCAI 2023, the 32nd International Joint Conference on Artificial Intelligence, August 19-25, 2023, Macao, S.A.R. This update fixes a formatting glitch with references

Fair Division of Indivisible Goods: Recent Progress and Open Questions

Georgios Amanatidis, Haris Aziz, Georgios Birmpas, Aris Filos-Ratsikas, Bo Li, Hervé Moulin, Alexandros A. Voudouris, Xiaowei Wu

Comments This survey unifies and extends preliminary versions that appeared in IJCAI 2022 (arXiv:2202.07551) and SIGecom Exchanges (arXiv:2202.08713). It has been accepted for publication to the journal of Artificial Intelligence (AIJ)

Towards Theory-based Moral AI: Moral AI with Aggregating Models Based on Normative Ethical Theory

Masashi Takeshita, Rzepka Rafal, Kenji Araki

Comments Accepted IJCAI 2023 Workshop of Ethics and Trust in Human-AI Collaboration: Socio-Technical Approaches (EthAIcs 2023)

Stability and Generalization of lp-Regularized Stochastic Learning for GCN

Shiyu Liu, Linsen Wei, Shaogao Lv, Ming Li

Comments Accepted to IJCAI 2023

IID-GAN: an IID Sampling Perspective for Regularizing Mode Collapse

Yang Li, Liangliang Shi, Junchi Yan

Comments Accepted in IJCAI 2023

On Orderings of Probability Vectors and Unsupervised Performance Estimation

Muhammad Maaz, Rui Qiao, Yiheng Zhou, Renxian Zhang

Comments IJCAI 2023 Workshop on Generalizing from Limited Resources in the Open World

Decoding the Underlying Meaning of Multimodal Hateful Memes

Ming Shan Hee, Wen-Haw Chong, Roy Ka-Wei Lee

Comments 9 pages. Accepted by IJCAI 2023

The #DNN-Verification Problem: Counting Unsafe Inputs for Deep Neural Networks

Luca Marzari, Davide Corsi, Ferdinando Cicalese, Alessandro Farinelli

Comments Accepted in the International Joint Conference on Artificial Intelligence (IJCAI), 2023. [Marzari and Corsi contributed equally]

Deep Learning with Logical Constraints

Eleonora Giunchiglia, Mihaela Catalina Stoian, Thomas Lukasiewicz

Comments Survey paper. IJCAI 2022

Adaptive Fake Audio Detection with Low-Rank Model Squeezing

Xiaohui Zhang, Jiangyan Yi, Jianhua Tao, Chenlong Wang, Le Xu, Ruibo Fu

Journal ref DADA workshop on IJCAI 2023

Robustness and Generalization Performance of Deep Learning Models on Cyber-Physical Systems: A Comparative Study

Alexander Windmann, Henrik Steude, Oliver Niggemann

Comments Accepted at the IJCAI 2023 Workshop of Artificial Intelligence for Time Series Analysis (AI4TS)

Incentive-Compatible Selection for One or Two Influentials

Yuxin Zhao, Yao Zhang, Dengji Zhao

Comments To Appear on IJCAI 2023

EaSyGuide : ESG Issue Identification Framework leveraging Abilities of Generative Large Language Models

Hanwool Lee, Jonghyun Choi, Sohyeon Kwon, Sungbum Jung

Comments Accepted at The IJCAI-2023 Workshop On Financial Technology and Natural Language Processing (FinNLP)

Scalable Communication for Multi-Agent Reinforcement Learning via Transformer-Based Email Mechanism

Xudong Guo, Daming Shi, Wenhui Fan

Comments Accepted by IJCAI 2023

Mimicking the Thinking Process for Emotion Recognition in Conversation with Prompts and Paraphrasing

Ting Zhang, Zhuang Chen, Ming Zhong, Tieyun Qian

Comments Accepted to IJCAI 2023, AI and Social Good track

Doubly Stochastic Graph-based Non-autoregressive Reaction Prediction

Ziqiao Meng, Peilin Zhao, Yang Yu, Irwin King

Comments Accepted by IJCAI 2023

Low-rank Adaptation Method for Wav2vec2-based Fake Audio Detection

Chenglong Wang, Jiangyan Yi, Xiaohui Zhang, Jianhua Tao, Le Xu, Ruibo Fu

Comments 6pages

Journal ref IJCAI 2023 Workshop on Deepfake Audio Detection and Analysis

DenseDINO: Boosting Dense Self-Supervised Learning with Token-Based Point-Level Consistency

Yike Yuan, Xinghe Fu, Yunlong Yu, Xi Li

Comments IJCAI 2023 accepted

Learning Gaussian Mixture Representations for Tensor Time Series Forecasting

Jiewen Deng, Jinliang Deng, Renhe Jiang, Xuan Song

Comments Accepted by IJCAI 2023 Main Track

Continuous-Time Graph Learning for Cascade Popularity Prediction

Xiaodong Lu, Shuo Ji, Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu

Comments 9 pages, 5 figures, IJCAI 2023

DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models

Shitong Shao, Xiaohan Yuan, Zhen Huang, Ziming Qiu, Shuai Wang, Kevin Zhou

Comments Accepted by IJCAI workshop (1st International Workshop on Generalizing from Limited Resources in the Open World). pre-version was rejected by MICCAI

Video Diffusion Models with Local-Global Context Guidance

Siyuan Yang, Lu Zhang, Yu Liu, Zhizhuo Jiang, You He

Comments Accepted for publication at IJCAI 2023. To appear

Q&A: Query-Based Representation Learning for Multi-Track Symbolic Music re-Arrangement

Jingwei Zhao, Gus Xia, Ye Wang

Comments Accepted by IJCAI 2023 Special Track for AI the Arts and Creativity

VGOS: Voxel Grid Optimization for View Synthesis from Sparse Inputs

Jiakai Sun, Zhanjie Zhang, Jiafu Chen, Guangyuan Li, Boyan Ji, Lei Zhao, Wei Xing, Huaizhong Lin

Comments IJCAI 2023 Accepted (Main Track)