IJCAI

A More Accurate Approximation of Activation Function with Few Spikes Neurons

Dayena Jeong, Jaewoo Park, Jeonghee Jo, Jongkil Park, Jaewook Kim, Hyun Jae Jang, Suyoun Lee, Seongsik Park

Comments IJCAI Workshop on Human Brain and Artificial Intelligence (HBAI) 2024

AVIN-Chat: An Audio-Visual Interactive Chatbot System with Emotional State Tuning

Chanhyuk Park, Jungbin Cho, Junwan Kim, Seongmin Lee, Jungsu Kim, Sanghoon Lee

Journal ref Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI) Demo Track. 8763-8766 (2024)

Emergence of Social Norms in Generative Agent Societies: Principles and Architecture

Siyue Ren, Zhiyao Cui, Ruiqi Song, Zhen Wang, Shuyue Hu

Comments Published as a conference paper at IJCAI 2024

Ten Words Only Still Help: Improving Black-Box AI-Generated Text Detection via Proxy-Guided Efficient Re-Sampling

Yuhui Shi, Qiang Sheng, Juan Cao, Hao Mi, Beizhe Hu, Danding Wang

Comments 13 pages, 6 figures, 7 tables

Journal ref IJCAI 2024

Enhancing Analogical Reasoning in the Abstraction and Reasoning Corpus via Model-Based RL

Jihwan Lee, Woochang Sim, Sejin Kim, Sundong Kim

Comments Accepted to IJCAI 2024 IARML Workshop

A Comprehensive Survey of Cross-Domain Policy Transfer for Embodied Agents

Haoyi Niu, Jianming Hu, Guyue Zhou, Xianyuan Zhan

Comments IJCAI 2024

When Fairness Meets Privacy: Exploring Privacy Threats in Fair Binary Classifiers via Membership Inference Attacks

Huan Tian, Guangsheng Zhang, Bo Liu, Tianqing Zhu, Ming Ding, Wanlei Zhou

Comments Accepted by IJCAI 2024

Exploiting Conjugate Label Information for Multi-Instance Partial-Label Learning

Wei Tang, Weijia Zhang, Min-Ling Zhang

Comments Accepted at IJCAI 2024. The code can be found at https://github.com/tangw-seu/ELIMIPL

A Survey on Cross-Domain Sequential Recommendation

Shu Chen, Zitao Xu, Weike Pan, Qiang Yang, Zhong Ming

Comments Accepted to the IJCAI 2024 Survey Track

Journal ref The Thirty-Third International Joint Conference on Artificial Intelligence Survey Track. 2024. Pages 7989-7998

Learning Causally Disentangled Representations via the Principle of Independent Causal Mechanisms

Aneesh Komanduri, Yongkai Wu, Feng Chen, Xintao Wu

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

Fair Division with Two-Sided Preferences

Ayumi Igarashi, Yasushi Kawase, Warut Suksompong, Hanna Sumita

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

Journal ref Games and Economic Behavior, 147:268-287 (2024)

Incentives in Social Decision Schemes with Pairwise Comparison Preferences

Felix Brandt, Patrick Lederer, Warut Suksompong

Comments A preliminary version appeared in the 31st International Joint Conference on Artificial Intelligence (IJCAI), 2022. The current version is significantly extended

Journal ref Games and Economic Behavior, 142:266-291 (2023)

Joint Hypergraph Rewiring and Memory-Augmented Forecasting Techniques in Digital Twin Technology

Sagar Srinivas Sakhinana, Krishna Sai Sudhir Aripirala, Shivam Gupta, Venkataramana Runkana

Comments Paper accepted at AI for Digital Twins and Cyber-Physical Applications Workshop, International Joint Conferences on Artificial Intelligence(IJCAI-23). arXiv admin note: text overlap with arXiv:2408.12409

Multi-Source Knowledge-Based Hybrid Neural Framework for Time Series Representation Learning

Sagar Srinivas Sakhinana, Krishna Sai Sudhir Aripirala, Shivam Gupta, Venkataramana Runkana

Comments Paper is accepted at Knowledge-Based Compositional Generalization Workshop, International Joint Conferences on Artificial Intelligence(IJCAI-23)

Pareto Inverse Reinforcement Learning for Diverse Expert Policy Generation

Woo Kyung Kim, Minjong Yoo, Honguk Woo

Comments 13 pages, 7 figures; Accepted for International Joint Conference on Artificial Intelligence (IJCAI) 2024; Published version

SZTU-CMU at MER2024: Improving Emotion-LLaMA with Conv-Attention for Multimodal Emotion Recognition

Zebang Cheng, Shuyuan Tu, Dawei Huang, Minghan Li, Xiaojiang Peng, Zhi-Qi Cheng, Alexander G. Hauptmann

Comments Ranked 1st in MER24@IJCAI and MRAC24@ACM MM (MER-NOISE & MER-OV (self-evaluated))

Runtime Analysis of Single- and Multi-Objective Evolutionary Algorithms for Chance Constrained Optimization Problems with Normally Distributed Random Variables

Frank Neumann, Carsten Witt

Comments Conference version appeared at IJCAI 2022, journal version in Evolutionary Computation

Offline Policy Learning via Skill-step Abstraction for Long-horizon Goal-Conditioned Tasks

Donghoon Kim, Minjong Yoo, Honguk Woo

Comments 9 pages, 4 figures, International Joint Conference on Artificial Intelligence 2024, Published version

Recent Advances in End-to-End Simultaneous Speech Translation

Xiaoqian Liu, Guoqiang Hu, Yangfan Du, Erfeng He, Yingfeng Luo, Chen Xu, Tong Xiao, Jingbo Zhu

Comments Accepted by IJCAI 2024

Contextual Importance and Utility in Python: New Functionality and Insights with the py-ciu Package

Kary Främling

Comments In Proceedings of XAI 2024 Workshop of 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024), Jeju, South Corea

Improved Evolutionary Algorithms for Submodular Maximization with Cost Constraints

Yanhui Zhu, Samik Basu, A Pavan

Comments IJCAI 2024; 24 pages; including appendix

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

MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization

Gunjan Balde, Soumyadeep Roy, Mainack Mondal, Niloy Ganguly

Comments 13 pages, Accepted to the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024 (Main) Track

Journal ref Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence Main Track (IJCAI 2024). Pages 6180-6188

Enhancing Cooperation through Selective Interaction and Long-term Experiences in Multi-Agent Reinforcement Learning

Tianyu Ren, Xiao-Jun Zeng

Comments Accepted at IJCAI 2024 (33rd International Joint Conference on Artificial Intelligence - Jeju)

Journal ref IJCAI (2024) 193-201;

It Ain't That Bad: Understanding the Mysterious Performance Drop in OOD Generalization for Generative Transformer Models

Xingcheng Xu, Zihao Pan, Haipeng Zhang, Yanqing Yang

Comments Proceedings of the 33rd International Joint Conference on Artificial Intelligence (IJCAI-24)

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

Detector Collapse: Physical-World Backdooring Object Detection to Catastrophic Overload or Blindness in Autonomous Driving

Hangtao Zhang, Shengshan Hu, Yichen Wang, Leo Yu Zhang, Ziqi Zhou, Xianlong Wang, Yanjun Zhang, Chao Chen

Comments Accepted to IJCAI 2024

Interaction as Explanation: A User Interaction-based Method for Explaining Image Classification Models

Hyeonggeun Yun

Comments IJCAI 2024 (International Joint Conference on Artificial Intelligence 2024) Workshop on Explainable Artificial Intelligence (XAI)

Unified Unsupervised Salient Object Detection via Knowledge Transfer

Yao Yuan, Wutao Liu, Pan Gao, Qun Dai, Jie Qin

Comments Accepted by IJCAI 2024

Controlling Neural Style Transfer with Deep Reinforcement Learning

Chengming Feng, Jing Hu, Xin Wang, Shu Hu, Bin Zhu, Xi Wu, Hongtu Zhu, Siwei Lyu

Comments Accepted by IJCAI 2023. The contributions of Chengming Feng and Jing Hu to this paper were equal. arXiv admin note: substantial text overlap with arXiv:2309.13672

Recent Advances in Predictive Modeling with Electronic Health Records

Jiaqi Wang, Junyu Luo, Muchao Ye, Xiaochen Wang, Yuan Zhong, Aofei Chang, Guanjie Huang, Ziyi Yin, Cao Xiao, Jimeng Sun, Fenglong Ma

Comments This paper has been accepted by IJCAI 24 Survey Track

NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning

Nathaniel Weir, Peter Clark, Benjamin Van Durme

Comments Published at IJCAI 2024