IJCAI

Efficient Quantum Approximate $k$NN Algorithm via Granular-Ball Computing

Shuyin Xia, Xiaojiang Tian, Suzhen Yuan, Jeremiah D. Deng

机构 * School of Artificial Intelligence, Chongqing University of Posts and Telecommunications（重庆邮电大学人工智能学院） ； School of Electronic Science and Engineering, Chongqing University of Posts and Telecommunications（重庆邮电大学电子科学与工程学院） ； Key Laboratory of Big Data Intelligent Computing, Chongqing University of Posts and Telecommunications（重庆邮电大学大数据智能计算重点实验室） ； School of Computing, University of Otago（奥塔哥大学计算机学院） 纠错

Comments 8 pages; 7 figure; accepted by IJCAI 2025

Multi-Sourced Compositional Generalization in Visual Question Answering

Chuanhao Li, Wenbo Ye, Zhen Li, Yuwei Wu, Yunde Jia

机构 * Beijing Key Laboratory of Intelligent Information Technology, School of Computer Science & Technology, Beijing Institute of Technology, China（北京智能信息科技重点实验室，计算机科学与技术学院，北京理工大学，中国） ； Guangdong Laboratory of Machine Perception and Intelligent Computing, Shenzhen MSU-BIT University, China（广东机器感知与智能计算实验室，深圳MSU-BIT大学，中国） 纠错

Comments Accepted by IJCAI 2025

Performance Guaranteed Poisoning Attacks in Federated Learning: A Sliding Mode Approach

Huazi Pan, Yanjun Zhang, Leo Yu Zhang, Scott Adams, Abbas Kouzani, Suiyang Khoo

机构 * Deakin University（德肯大学） ； University of Technology Sydney（技术悉尼大学） ； Griffith University（格里菲斯大学） 纠错

Comments This paper is to appear in IJCAI 2025, code available at: https://github.com/Halsey777/FedSA

Neuromorphic Sequential Arena: A Benchmark for Neuromorphic Temporal Processing

Xinyi Chen, Chenxiang Ma, Yujie Wu, Kay Chen Tan, Jibin Wu

Comments Accepted at 34th International Joint Conference on Artificial Intelligence (IJCAI 2025)

Concentrate on Weakness: Mining Hard Prototypes for Few-Shot Medical Image Segmentation

Jianchao Jiang, Haofeng Zhang

机构 * School of Computer Science and Engineering, Nanjing University of Science and Technology, China（计算机科学与工程学院，南京理工大学） 纠错

Comments 12 pages, 9 figures, 9 tables, accepted by IJCAI 2025

Eye-See-You: Reverse Pass-Through VR and Head Avatars

Ankan Dash, Jingyi Gu, Guiling Wang, Chen Chen

机构 * New Jersey Institute of Technology（新泽西理工学院） ； University of Central Florida（佛罗里达中央大学） 纠错

Comments 34th International Joint Conference on Artificial Intelligence, IJCAI 2025

Shaping Shared Languages: Human and Large Language Models' Inductive Biases in Emergent Communication

Tom Kouwenhoven, Max Peeperkorn, Roy de Kleijn, Tessa Verhoef

机构 * Leiden Institute of Advanced Computer Science, Leiden University, Netherlands（莱顿高级计算机科学研究所，莱顿大学，荷兰） ； School of Computing, University of Kent, United Kingdom（计算学院，肯特大学，英国） ； Cognitive Psychology Unit, Institute of Psychology, Leiden, the Netherlands（认知心理学单元，心理学研究所，莱顿，荷兰） 纠错

Comments Presented at IJCAI 2025 (Human-centred AI Track)

Leveraging Large Language Models for Active Merchant Non-player Characters

Byungjun Kim, Minju Kim, Dayeon Seo, Bugeun Kim

机构 * Department of Artificial Intelligence, Chung-Ang University（人工智能系， Chung-Ang 大学） 纠错

Comments Accepted to IJCAI 2025

Scan-and-Print: Patch-level Data Summarization and Augmentation for Content-aware Layout Generation in Poster Design

HsiaoYuan Hsu, Yuxin Peng

机构 * Wangxuan Institute of Computer Technology, Peking University（北京大学计算机技术研究院） 纠错

Comments Accepted to IJCAI 2025 (AI, Arts and Creativity). Project page is at https://thekinsley.github.io/Scan-and-Print/

An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks

Jinyan Wang, Liu Yang, Yuecen Wei, Jiaxuan Si, Chenhao Guo, Qingyun Sun, Xianxian Li, Xingcheng Fu

机构 * Key Lab of Education Blockchain and Intelligent Technology, Ministry of Education, Guangxi Normal University（教育区块链与智能技术重点实验室，教育部，广西师范大学） ； Guangxi Key Lab of Multi-Source Information Mining and Security, Guangxi Normal University（广西多源信息挖掘与安全重点实验室，广西师范大学） ； School of Software, Beihang University（北京航空航天大学软件学院） ； SKLCCSE, School of Computer Science and Engineering, Beihang University（SKLCCSE，北京航空航天大学计算机科学与工程学院） 纠错

Comments Accepted by the 34th International Joint Conference on Artificial Intelligence (IJCAI-25)

K-Buffers: A Plug-in Method for Enhancing Neural Fields with Multiple Buffers

Haofan Ren, Zunjie Zhu, Xiang Chen, Ming Lu, Rongfeng Lu, Chenggang Yan

机构 * Hangzhou Dianzi University（杭州电子科技大学） ； Intel Labs China（英特尔中国实验室） 纠错

Comments 15 pages, 9 figures, IJCAI 2025

Imitation Learning via Focused Satisficing

Rushit N. Shah, Nikolaos Agadakos, Synthia Sasulski, Ali Farajzadeh, Sanjiban Choudhury, Brian Ziebart

机构 * Department of Computer Science, University of Illinois Chicago（伊利诺伊大学芝加哥分校计算机科学系） ； Department of Computer Science, Cornell University（康奈尔大学计算机科学系） 纠错

Comments Accepted for publication at the 34th International Joint Conference on Artificial Intelligence (IJCAI 2025)

SepALM: Audio Language Models Are Error Correctors for Robust Speech Separation

Zhaoxi Mu, Xinyu Yang, Gang Wang

机构 * Xi’an Jiaotong University（西安交通大学） 纠错

Comments Appears in IJCAI 2025

ScreenAgent: A Vision Language Model-driven Computer Control Agent

Runliang Niu, Jindong Li, Shiqi Wang, Yali Fu, Xiyu Hu, Xueyuan Leng, He Kong, Yi Chang, Qi Wang

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

Efficient Algorithms for Electing Successive Committees

Pallavi Jain, Andrzej Kaczmarczyk

机构 * Indian Institute of Technology, Jodhpur, India（印度理工学院，朱道普尔分校） ； Department of Computer Science, The University of Chicago（计算机科学系，芝加哥大学） 纠错

Comments 18 pages; 3 figures, accepted for publication in IJCAI-25

Temporal Consistency Constrained Transferable Adversarial Attacks with Background Mixup for Action Recognition

Ping Li, Jianan Ni, Bo Pang

Comments Accepted in IJCAI'25

Resolving Conflicting Evidence in Automated Fact-Checking: A Study on Retrieval-Augmented LLMs

Ziyu Ge, Yuhao Wu, Daniel Wai Kit Chin, Roy Ka-Wei Lee, Rui Cao

Comments Camera-ready for IJCAI 2025, AI and Social Good

Solving MDPs with LTLf+ and PPLTL+ Temporal Objectives

Giuseppe De Giacomo, Yong Li, Sven Schewe, Christoph Weinhuber, Pian Yu

Comments Accepted by IJCAI 2025, the 34th International Joint Conference on Artificial Intelligence

NeuBM: Mitigating Model Bias in Graph Neural Networks through Neutral Input Calibration

Jiawei Gu, Ziyue Qiao, Xiao Luo

机构 * School of Computing and Information Technology, Great Bay University（大海湾大学计算机与信息学院） ； Dongguan Key Laboratory for Intelligence and Information Technology（东莞智能与信息科技重点实验室） ； Department of Computer Science, University of California, Los Angeles（加州大学洛杉矶分校计算机科学系） 纠错

Comments Accepted to IJCAI 2025

SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps

Jiawei Gu, Ziyue Qiao, Zechao Li

机构 * School of Computer Science and Engineering, Nanjing University of Science and Technology（南京理工大学计算机科学与工程学院） ； School of Computing and Information Technology, Great Bay University（大湾大学计算与信息科技学院） ； Dongguan Key Laboratory for Intelligence and Information Technology（东莞智能与信息技术重点实验室） 纠错

Comments Accepted to IJCAI 2025

Towards Comprehensive and Prerequisite-Free Explainer for Graph Neural Networks

Han Zhang, Yan Wang, Guanfeng Liu, Pengfei Ding, Huaxiong Wang, Kwok-Yan Lam

机构 * Macquarie University（麦考瑞大学） ； Nanyang Technological University（南洋理工大学） 纠错

Comments Accepted by IJCAI 2025 AI4Tech Track

FBQuant: FeedBack Quantization for Large Language Models

Yijiang Liu, Hengyu Fang, Liulu He, Rongyu Zhang, Yichuan Bai, Yuan Du, Li Du

Comments Accepted to IJCAI 2025

Flow Matching based Sequential Recommender Model

Feng Liu, Lixin Zou, Xiangyu Zhao, Min Tang, Liming Dong, Dan Luo, Xiangyang Luo, Chenliang Li

Comments 11 pages, 8 figures, IJCAI 2025 Accepted Work

FLARE: A Framework for Stellar Flare Forecasting using Stellar Physical Properties and Historical Records

Bingke Zhu, Xiaoxiao Wang, Minghui Jia, Yihan Tao, Xiao Kong, Ali Luo, Yingying Chen, Ming Tang, Jinqiao Wang

机构 * Foundation Model Research Center, Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所基础模型研究中心） ； CAS Key Laboratory of Optical Astronomy, National Astronomical Observatories（中国科学院国家天文台光学天文重点实验室） ； Zidong Taichu (Beijing) Technology Co., Ltd.（智控（北京）科技有限公司） 纠错

Comments Accepted by IJCAI 2025

Efficient Differentiable Approximation of Generalized Low-rank Regularization

Naiqi Li, Yuqiu Xie, Peiyuan Liu, Tao Dai, Yong Jiang, Shu-Tao Xia

机构 * Tsinghua Shenzhen International Graduate School（清华大学深圳国际研究生院） ； Shenzhen University（深圳大学） 纠错

Comments Accepted by IJCAI-25

Beyond Symmetry in Repeated Games with Restarts

Henry Fleischmann, Kiriaki Fragkia, Ratip Emin Berker

Comments 20 pages, 1 figure; main body to be published in Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence (IJCAI-25), Montreal, Canada, 2025

FreqMoE: Dynamic Frequency Enhancement for Neural PDE Solvers

Tianyu Chen, Haoyi Zhou, Ying Li, Hao Wang, Zhenzhe Zhang, Tianchen Zhu, Shanghang Zhang, Jianxin Li

机构 * IJCAI–25 Formatting Instructions（IJCAI–25 格式说明） 纠错

Comments Accepted by IJCAI 2025

Reliable Disentanglement Multi-view Learning Against View Adversarial Attacks

Xuyang Wang, Siyuan Duan, Qizhi Li, Guiduo Duan, Yuan Sun, Dezhong Peng

机构 * College of Computer Science, Sichuan University（四川大学计算机学院） ； Laboratory of Intelligent Collaborative Computing, University of Electronic Science and Technology of China（电子科技大学智能协同计算实验室） ； National Key Laboratory of Fundamental Algorithms and Models for Engineering Numerical Simulation, Sichuan University（四川省工程数值模拟基础算法与模型重点实验室） ； Tianfu Jincheng Laboratory（天府锦城实验室） ； Sichuan National Innovation New Vision UHD Video Technology Co., Ltd.（四川省创新新视野UHD视频技术有限公司） 纠错

Comments 11 pages, 11 figures, accepted by IJCAI 2025

A Survey of Pathology Foundation Model: Progress and Future Directions

Conghao Xiong, Hao Chen, Joseph J. Y. Sung

机构 * Department of Computer Science and Engineering, The Chinese University of Hong Kong（香港中文大学计算机科学与工程系） ； Department of Computer Science and Engineering and Department of Chemical and Biological Engineering, The Hong Kong University of Science and Technology（香港理工大学计算机科学与工程系和化学及生物工程系） ； Lee Kong Chian School of Medicine, Nanyang Technological University（南洋理工大学李科钦医学院） 纠错

Comments Accepted to IJCAI 2025 Survey Track, 10 Pages

Boosting Few-Shot Open-Set Object Detection via Prompt Learning and Robust Decision Boundary

Zhaowei Wu, Binyi Su, Qichuan Geng, Hua Zhang, Zhong Zhou

机构 * State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, China（虚拟现实技术与系统国家重点实验室，北京航空航天大学） ； The School of Artificial Intelligence and Data Science, Hebei University of Technology, China（人工智能与数据科学学院，河北工业大学） ； China Xiongan Group Digital City Technology Co., Ltd.（雄安集团数字城市技术有限公司） ； Information Engineering College, Capital Normal University, China（信息工程学院，首都师范大学） ； Institute of Information Engineering, Chinese Academy of Sciences（信息工程研究所，中国科学院） ； Zhongguancun Laboratory, Beijing, China（中关村实验室，北京） 纠错

Comments Accepted to IJCAI 2025