IJCAI

Human Action CLIPs: Detecting AI-generated Human Motion

Matyas Bohacek, Hany Farid

机构 * Google（谷歌） ； Stanford University（斯坦福大学） ； University of California, Berkeley（加州大学伯克利分校） 纠错

Journal ref Workshop on Deepfake Detection, Localization and Interpretability @ IJCAI 2025

UniMoT: Unified Molecule-Text Language Model with Discrete Token Representation

Shuhan Guo, Yatao Bian, Ruibing Wang, Nan Yin, Zhen Wang, Quanming Yao

机构 * Tsinghua University（清华大学） ； Tencent AI Lab（腾讯AI实验室） ； Northwestern Polytechnical University（西北工业大学） ； Hong Kong University of Science and Technology（香港科技大学） 纠错

Comments IJCAI 2025

Improving Prediction Certainty Estimation for Reliable Early Exiting via Null Space Projection

Jianing He, Qi Zhang, Duoqian Miao, Yi Kun, Shufeng Hao, Hongyun Zhang, Zhihua Wei

机构 * Tongji University（同济大学） ； North China Institute of Computing Technology（华北计算技术研究所） ； Taiyuan University of Technology（太原理工大学） 纠错

Comments IJCAI 2025, 9 pages

Synthesizing Composite Hierarchical Structure from Symbolic Music Corpora

Ilana Shapiro, Ruanqianqian Huang, Zachary Novack, Cheng-i Wang, Hao-Wen Dong, Taylor Berg-Kirkpatrick, Shlomo Dubnov, Sorin Lerner

机构 * University of California, San Diego, CA, USA（加州大学圣迭戈分校） ； AudioShake, Oakland, CA, USA（AudioShake） 纠错

Comments In Proceedings of the 34th International Joint Conference on Artificial Intelligence (IJCAI '25), Montreal, Canada, August 2025

Fair Distribution of Delivery Orders

Hadi Hosseini, Shivika Narang, Tomasz Wąs

Comments A preliminary version appears in the 33rd International Joint Conference on Artificial Intelligence (IJCAI)

Reward Models in Deep Reinforcement Learning: A Survey

Rui Yu, Shenghua Wan, Yucen Wang, Chen-Xiao Gao, Le Gan, Zongzhang Zhang, De-Chuan Zhan

机构 * National Key Laboratory for Novel Software Technology, Nanjing University, China（国家新型软件技术关键实验室，南京大学，中国） ； School of Artificial Intelligence, Nanjing University, China（人工智能学院，南京大学，中国） 纠错

Comments IJCAI 2025 Survey Track (To Appear)

Early Prediction of Multiple Sclerosis Disability Progression via Multimodal Foundation Model Benchmarks

Maxime Usdin, Lito Kriara, Licinio Craveiro

机构 * Genentech, Inc（基因泰克公司） ； F. Hoffmann-La Roche Ltd（Hoffmann-La Roche公司） 纠错

Comments Accepted to IJCAI 2025

Vision Transformers for End-to-End Quark-Gluon Jet Classification from Calorimeter Images

Md Abrar Jahin, Shahriar Soudeep, Arian Rahman Aditta, M. F. Mridha, Nafiz Fahad, Md. Jakir Hossen

机构 * University of Southern California American International University-Bangladesh Khulna University of Engineering \& Technology Multimedia University 纠错

Comments Accepted in Third International Workshop on Generalizing from Limited Resources in the Open World Workshop at International Joint Conference on Artificial Intelligence (IJCAI) 2025

Think Twice before Adaptation: Improving Adaptability of DeepFake Detection via Online Test-Time Adaptation

Hong-Hanh Nguyen-Le, Van-Tuan Tran, Dinh-Thuc Nguyen, Nhien-An Le-Khac

机构 * University College Dublin（都柏林大学学院） ； Trinity College Dublin（都柏林三一学院） ； University of Science（科学大学） 纠错

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

MSVIT: Improving Spiking Vision Transformer Using Multi-scale Attention Fusion

Wei Hua, Chenlin Zhou, Jibin Wu, Yansong Chua, Yangyang Shu

机构 * China Nanhu Academy of Electronics and Information Technology（中国南湖电子信息技术研究院） ； University of Chinese Academy of Sciences（中国科学院大学） ； The Hong Kong Polytechnic University（香港理工大学） ； School of Systems and Computing, The University of New South Wales（新南威尔士大学系统与计算学院） 纠错

Comments 11pages, 2figures, accepted by IJCAI'25 (34th International Joint Conference on Artificial Intelligence)

ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models

Guangtao Zheng, Wenqian Ye, Aidong Zhang

机构 * University of Virginia（弗吉尼亚大学） 纠错

Comments Accepted to IJCAI 2025

Computing the Schulze Method for Large-Scale Preference Data Sets

Theresa Csar, Martin Lackner, Reinhard Pichler

Comments This is an updated version of the original 2018 IJCAI conference publication. It corrects the P-completeness proof for the ranked pairs method

Dividing Conflicting Items Fairly

Ayumi Igarashi, Pasin Manurangsi, Hirotaka Yoneda

Comments 22 pages, full version of accepted IJCAI-25 paper

Quality-aware Masked Diffusion Transformer for Enhanced Music Generation

Chang Li, Ruoyu Wang, Lijuan Liu, Jun Du, Yixuan Sun, Zilu Guo, Zhenrong Zhang, Yuan Jiang, Jianqing Gao, Feng Ma

机构 * University of Science & Technology of China（中国科学技术大学） ； iFlytek AI Research（iFlytek人工智能研究院） 纠错

Comments IJCAI

Efficient Online Decision Tree Learning with Active Feature Acquisition

Arman Rahbar, Ziyu Ye, Yuxin Chen, Morteza Haghir Chehreghani

机构 * Chalmers University of Technology（查尔姆斯理工大学） ； University of Chicago（芝加哥大学） 纠错

Journal ref Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI 2023), Main Track, Pages 4163-4171

Active Multimodal Distillation for Few-shot Action Recognition

Weijia Feng, Yichen Zhu, Ruojia Zhang, Chenyang Wang, Fei Ma, Xiaobao Wang, Xiaobai Li

机构 * College of Computer and Information Engineering, Tianjin Normal University（天津师范大学计算机与信息工程学院） ； College of Computer Science and Software Engineering, Shenzhen University（深圳大学计算机科学与软件工程学院） ； Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ)（广东人工智能与数字经济实验室（深圳）） ； College of Intelligence and Computing, Tianjin University（天津大学智能科学与计算学院） ； The State Key Laboratory of Blockchain and Data Security, Zhejiang University（浙江省区块链与数据安全国家重点实验室） ； Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security, Hangzhou（杭州高新技术区（滨江）区块链与数据安全研究院） 纠错

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

Towards Fine-Grained Emotion Understanding via Skeleton-Based Micro-Gesture Recognition

Hao Xu, Lechao Cheng, Yaxiong Wang, Shengeng Tang, Zhun Zhong

机构 * Hefei University of Technology, No. 485, Danxia Road, Shushan District, Hefei, 230601, China（合肥工业大学） 纠错

Comments MiGA@IJCAI25: International IJCAI Workshop on 3rd Human Behavior Analysis for Emotion Understanding, August 29, 2025, Guangzhou, China

Device-Cloud Collaborative Correction for On-Device Recommendation

Tianyu Zhan, Shengyu Zhang, Zheqi Lv, Jieming Zhu, Jiwei Li, Fan Wu, Fei Wu

Comments To be published in IJCAI-2025

Nested Named-Entity Recognition on Vietnamese COVID-19: Dataset and Experiments

Ngoc C. Lê, Hai-Chung Nguyen-Phung, Thu-Huong Pham Thi, Hue Vu, Phuong-Thao Nguyen Thi, Thu-Thuy Tran, Hong-Nhung Le Thi, Thuy-Duong Nguyen-Thi, Thanh-Huy Nguyen

机构 * School of Applied Mathematics and Informatics, Hanoi University of Science and Technology（1 工程数学与信息学院，河内科学技术大学） ； Financial Deep Mind（2 财务深度智能） ； National Economics University（3 国家经济大学） ； Faculty of Information Technology, Hanoi Open University（4 信息学院，河内开放大学） 纠错

Comments 8 pages. AI4SG-21 The 3rd Workshop on Artificial Intelligence for Social Good at IJCAI 2021

Fast Second-Order Online Kernel Learning through Incremental Matrix Sketching and Decomposition

Dongxie Wen, Xiao Zhang, Zhewei Wei, Chenping Hou, Shuai Li, Weinan Zhang

机构 * Gaoling School of Artificial Intelligence, Renmin University of China（中国人民大学人工智能学院） 纠错

Comments Accepted by IJCAI 2025

Brain-Inspired Stepwise Patch Merging for Vision Transformers

Yonghao Yu, Dongcheng Zhao, Guobin Shen, Yiting Dong, Yi Zeng

机构 * School of Artificial Intelligence, University of Chinese Academy of Sciences（中国科学院大学人工智能学院） ； Brain-inspired Cognitive AI Lab, Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所脑启发认知人工智能实验室） ； State Key Laboratory of Brain Cognition and Brain-inspired Intelligence Technology（脑认知与脑启发智能技术国家重点实验室） ； School of Future Technology, University of Chinese Academy of Sciences（中国科学院大学未来技术学院） ； Center for Long-term AI（长期人工智能中心） 纠错

Comments Accepted by IJCAI 2025

Stochasticity-aware No-Reference Point Cloud Quality Assessment

Songlin Fan, Wei Gao, Zhineng Chen, Ge Li, Guoqing Liu, Qicheng Wang

机构 * Guangdong Provincial Key Laboratory of Ultra High Definition Immersive Media Technology, Shenzhen Graduate School, Peking University（广东超高清沉浸媒体技术重点实验室，北京大学深圳研究生院） ； School of Computer Science, Fudan University（复旦大学计算机学院） ； China Mobile Shanghai ICT Co., Ltd（中国移动上海ICT公司） ； Youiia Innov Tech Co., Ltd（Youiia创新科技有限公司） 纠错

Comments Accepted to IJCAI 2025

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers

Mengisti Berihu Girmay, Felix Möhrle

Comments Accepted at IJCAI 2024, Explainable AI Workshop

WDMIR: Wavelet-Driven Multimodal Intent Recognition

Weiyin Gong, Kai Zhang, Yanghai Zhang, Qi Liu, Xinjie Sun, Junyu Lu, Linbo Zhu

机构 * State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China（中国科学技术大学认知智能国家重点实验室） ； School of Computer Science, Liupanshui Normal University（黎平师范学院计算机科学学院） ； Institute of Artificial Intelligence, Hefei Comprehensive National Science Center（合肥综合性国家科学中心人工智能研究院） 纠错

Comments Accepted at IJCAI 2025, 9pages, 6figures

Equitable Mechanism Design for Facility Location

Toby Walsh

机构 * AI Institute, UNSW Sydney（人工智能研究院，新南威尔士大学悉尼分校） 纠错

Comments To appear in Proceedings of IJCAI 2025

STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation

Yiming Wang, Hao Peng, Senzhang Wang, Haohua Du, Chunyang Liu, Jia Wu, Guanlin Wu

机构 * School of Cyber Science and Technology, Beihang University（北航信息科学与技术学院） ； Hangzhou Innovation Institute of BUAA, Hangzhou, China（北京航空航天大学杭州创新研究院） ； Department of Computer Science and Technology, Shantou University（汕头大学计算机科学与技术学院） ； School of Computer Science and Engineering, Central South University（中南大学计算机科学与工程学院） ； Department of Computing, Macquarie University（麦考瑞大学计算机学院） ； National University of Defense Technology, Changsha, China（国防科技大学） 纠错

Comments 10 pages, 5 figures, 3 tables. Extended version of paper accepted at IJCAI 2025

Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration

Long Peng, Xin Di, Zhanfeng Feng, Wenbo Li, Renjing Pei, Yang Wang, Xueyang Fu, Yang Cao, Zheng-Jun Zha

机构 * University of Science and Technology of China（中国科学技术大学） ； Huawei Noah’s Ark Lab（华为诺亚实验室） 纠错

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

Integration of Old and New Knowledge for Generalized Intent Discovery: A Consistency-driven Prototype-Prompting Framework

Xiao Wei, Xiaobao Wang, Ning Zhuang, Chenyang Wang, Longbiao Wang, Jianwu dang

机构 * Tianjin Key Laboratory of Cognitive Computing and Application, College of Intelligence and Computing, Tianjin University（天津认知计算与应用重点实验室，智能计算学院，天津大学） ； Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ)（广东人工智能与数字经济实验室（深圳）） ； Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences（深圳先进技术研究院，中国科学院） ； College of Computer Science and Software Engineering, Shenzhen University（计算机科学与软件工程学院，深圳大学） ； Huiyan Technology (Tianjin) Co., Ltd（慧研科技（天津）有限公司） 纠错

Comments 9 pages, 2 figures, 7 tables, IJCAI 2025

HeTa: Relation-wise Heterogeneous Graph Foundation Attack Model

Yuling Wang, Zihui Chen, Pengfei Jiao, Xiao Wang

机构 * School of Cyberspace, Hangzhou Dianzi University（电子科技大学信息学院） ； Data Security Governance Zhejiang Engineering Research Center, Hangzhou Dianzi University（浙江省数据安全治理工程研究中心） ； Beihang University（北航） 纠错

Comments Accepted by IJCAI 2025

Hybrid Mesh-Gaussian Representation for Efficient Indoor Scene Reconstruction

Binxiao Huang, Zhihao Li, Shiyong Liu, Xiao Tang, Jiajun Tang, Jiaqi Lin, Yuxin Cheng, Zhenyu Chen, Xiaofei Wu, Ngai Wong

机构 * The University of Hong Kong（香港大学） ； Huawei Technologies Ltd（华为技术有限公司） ； Peking University（北京大学） ； Tsinghua University（清华大学） 纠错

Journal ref IJCAI-2025