IJCAI

DeepFeatIoT: Unifying Deep Learned, Randomized, and LLM Features for Enhanced IoT Time Series Sensor Data Classification in Smart Industries

Muhammad Sakib Khan Inan, Kewen Liao

机构 * School of Information Technology, Deakin University（信息科技学院，德肯大学） 纠错

Comments Accepted for publication at IJCAI 2025

Journal ref Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence (IJCAI-25), 2025

Finite Groundings for ASP with Functions: A Journey through Consistency

Lukas Gerlach, David Carral, Markus Hecher

机构 * Knowledge-Based Systems Group, TU Dresden（图腾大学达姆施塔特分校知识系统小组） ； LIRMM, Inria, University of Montpellier, CNRS（里尔毫米研究所、法国国家信息与自动化技术研究院、蒙彼利埃大学、国家科学研究中心） ； Massachusetts Institute of Technology（麻省理工学院） 纠错

Comments to be published at IJCAI 2024

From Documents to Database: Failure Modes for Industrial Assets

Duygu Kabakci-Zorlu, Fabio Lorenzi, John Sheehan, Karol Lynch, Bradley Eck

机构 * IBM Research Europe（IBM欧洲研究院） 纠错

Comments 7 pages, 4 figures. Artificial Intelligence for Knowledge Acquisition & Management (AI4KAM) Workshop @ IJCAI 2025

Advanced Financial Reasoning at Scale: A Comprehensive Evaluation of Large Language Models on CFA Level III

Pranam Shetty, Abhisek Upadhayaya, Parth Mitesh Shah, Srikanth Jagabathula, Shilpi Nayak, Anna Joo Fee

机构 * Rochester Institute of Technology（罗切斯特理工学院） ； GoodFin, Inc（GoodFin公司） ； New York University（纽约大学） 纠错

Comments Accepted at FinLLM @ IJCAI 2025

See What I Mean? CUE: A Cognitive Model of Understanding Explanations

Tobias Labarta, Nhi Hoang, Katharina Weitz, Wojciech Samek, Sebastian Lapuschkin, Leander Weber

机构 * Fraunhofer Heinrich Hertz Institute（弗劳恩霍夫海因里希·赫兹研究所） ； Technische Universität Berlin（柏林技术大学） ； BIFOLD – Berlin Institute for the Foundations of Learning and Data（柏林学习与数据基础研究所） ； Centre of eXplainable Artificial Intelligence, Technological University Dublin（可解释人工智能中心，都柏林技术大学） 纠错

Comments 10 pages, 5 figures (main text), 4 tables, 455-participant user study

Journal ref IJCAI 2025 Workshop on Explainable Artificial Intelligence (XAI), Montreal, Canada, August 2025

GarmentDiffusion: 3D Garment Sewing Pattern Generation with Multimodal Diffusion Transformers

Xinyu Li, Qi Yao, Yuanda Wang

机构 * Shenfu Research（沈孚研究所） ； Zhejiang University（浙江大学） 纠错

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

Tsururu: A Python-based Time Series Forecasting Strategies Library

Alina Kostromina, Kseniia Kuvshinova, Aleksandr Yugay, Andrey Savchenko, Dmitry Simakov

机构 * Sber AI Lab（Sber AI实验室） ； Sber ； Skoltech ； MIPT ； ISP RAS Research Center for Trusted Artificial Intelligence（俄罗斯科学院可信人工智能研究中心） 纠错

Comments Accepted at IJCAI'25 Demo Track

KP-PINNs: Kernel Packet Accelerated Physics Informed Neural Networks

Siyuan Yang, Cheng Song, Zhilu Lai, Wenjia Wang

机构 * Data Science and Analytics, The Hong Kong University of Science and Technology (Guangzhou)（数据科学与分析，香港科学与技术大学（广州）） ； Internet of Things, The Hong Kong University of Science and Technology (Guangzhou)（物联网，香港科学与技术大学（广州）） ； Department of CEE, The Hong Kong University of Science and Technology（工程学院，香港科学与技术大学） 纠错

Comments Accepted to IJCAI 2025

Journal ref IJCAI 2025. Main Track. Pages 7904-7912

Language-Based Bayesian Optimization Research Assistant (BORA)

Abdoulatif Cissé, Xenophon Evangelopoulos, Vladimir V. Gusev, Andrew I. Cooper

机构 * Department of Chemistry, University of Liverpool, England, UK（利物浦大学化学系） ； Leverhulme Research Centre for Functional Materials Design, University of Liverpool, England, UK（利物浦大学功能材料设计研究所以） ； Department of Computer Science, University of Liverpool, England, UK（利物浦大学计算机科学系） 纠错

Journal ref IJCAI-25: Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, pp. 4967-4975 (2025)

HypBO: Accelerating Black-Box Scientific Experiments Using Experts' Hypotheses

Abdoulatif Cisse, Xenophon Evangelopoulos, Sam Carruthers, Vladimir V. Gusev, Andrew I. Cooper

Journal ref IJCAI-24: Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, Main Track, pp. 3881-3889 (2024)

Multi-Modal Interpretability for Enhanced Localization in Vision-Language Models

Muhammad Imran, Yugyung Lee

机构 * Computer Science, School of Science and Engineering, University of Missouri - Kansas City（计算机科学系，科学与工程学院，密苏里大学-堪萨斯城分校） 纠错

Comments 8 pages, 6 figures, 3 tables

Journal ref Non-Archival track - The First Workshop on Multimodal Knowledge and Language Modeling IJCAI 2025 Workshop, August 16, 2025 IJCAI 2025 Workshop, August 16, 2025 Room 516B, Palais des congrès, Montreal, Canada

Rule-Based Error Detection and Correction to Operationalize Movement Trajectory Classification

Bowen Xi, Kevin Scaria, Divyagna Bavikadi, Paulo Shakarian

机构 * Arizona State University（亚利桑那州立大学） ； Syracuse University（Syracuse大学） 纠错

Comments Presented at 4th International Workshop on Spatio-Temporal Reasoning and Learning (STRL 2025) at the 34th International Joint Conference on Artificial Intelligence

Morphology-optimized Multi-Scale Fusion: Combining Local Artifacts and Mesoscopic Semantics for Deepfake Detection and Localization

Chao Shuai, Gaojian Wang, Kun Pan, Tong Wu, Fanli Jin, Haohan Tan, Mengxiang Li, Zhenguang Liu, Feng Lin, Kui Ren

机构 * The State Key Laboratory of Blockchain and Data Security（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（杭州高新技术区（滨江）区块链与数据安全研究院） 纠错

Comments The 3rd Place, IJCAI 2025 Workshop on Deepfake Detection, Localization, and Interpretability

Multimodal Regression for Enzyme Turnover Rates Prediction

Bozhen Hu, Cheng Tan, Siyuan Li, Jiangbin Zheng, Sizhe Qiu, Jun Xia, Stan Z. Li

机构 * AI Division, School of Engineering, Westlake University（西拉丘学院人工智能系，西湖大学） ； Zhejiang University（浙江大学） ； Oxford University（牛津大学） 纠错

Comments 9 pages, 5 figures. This paper was withdrawn from the IJCAI 2025 proceedings due to the lack of participation in the conference and presentation

Asymptotic Analysis of Weighted Fair Division

Pasin Manurangsi, Warut Suksompong, Tomohiko Yokoyama

Comments Appears in the 34th International Joint Conference on Artificial Intelligence (IJCAI), 2025

Journal ref Theoretical Computer Science, 1054:115533 (2025)

Incentivizing Safer Actions in Policy Optimization for Constrained Reinforcement Learning

Somnath Hazra, Pallab Dasgupta, Soumyajit Dey

机构 * Indian Institute of Technology Kharagpur（印度理工学院克拉格浦尔分校） ； Synopsys（Synopsys公司） 纠错

Comments 11 pages, Accepted to the 34th International Joint Conference on Artificial Intelligence (IJCAI) 2025, Main Track

Learning What Matters: Causal Time Series Modeling for Arctic Sea Ice Prediction

Emam Hossain, Md Osman Gani

机构 * Department of Information Systems, University of Maryland Baltimore County（信息系统系，马里兰大学巴尔的摩县分校） 纠错

Comments Accepted and presented at the AI4TS Workshop @ IJCAI 2025 (non-archival)

MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning

Jiexia Ye, Weiqi Zhang, Ziyue Li, Jia Li, Meng Zhao, Fugee Tsung

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） ； The Hong Kong University of Science and Technology（香港科技大学） ； Technical University of Munich（慕尼黑技术大学） ； Columbia University（哥伦比亚大学） 纠错

Comments 9 pages, 6 figure, 3 tables

Journal ref IJCAI 2025 main conference

Causal Sensitivity Identification using Generative Learning

Soma Bandyopadhyay, Sudeshna Sarkar

机构 * TCS Research, TATA Consultancy Services Limited（Tata 咨询服务有限公司研究部） ； Department of Computer Science and Engineering, IIT Kharagpur（印度Kharagpur理工学院计算机科学与工程系） 纠错

Comments 11 pages, 7 figures, Accepted at the IJCAI 2025 Workshop on Causal Learning for Recommendation Systems (CLRS). [OpenReview link: https://openreview.net/pdf?id=f5cR7BzBSx ]

GPI-Net: Gestalt-Guided Parallel Interaction Network via Orthogonal Geometric Consistency for Robust Point Cloud Registration

Weikang Gu, Mingyue Han, Li Xue, Heng Dong, Changcai Yang, Riqing Chen, Lifang Wei

机构 * College of Computer and Information Science, Fujian Agriculture and Forestry University（福建农业林业大学计算机与信息科学学院） ； School of Computing and Information Science, Fuzhou Institute of Technology（福州理工大学计算机与信息科学学院） 纠错

Comments 9 pages, 4 figures. Accepted to IJCAI 2025

Speeding Up Hyper-Heuristics With Markov-Chain Operator Selection and the Only-Worsening Acceptance Operator

Abderrahim Bendahi, Benjamin Doerr, Adrien Fradin, Johannes F. Lutzeyer

Comments Distinguished paper award at IJCAI 2025

CaresAI at BioCreative IX Track 1 -- LLM for Biomedical QA

Reem Abdel-Salam, Mary Adewunmi, Modinat A. Abayomi

机构 * Cairo University, Faculty of Engineering, Computer Engineering Department（开罗大学工程学院计算机工程系） ； Menzies School of Health Research, Charles Darwin University, NT, Australia（梅恩兹健康研究学院，查尔斯达尔文大学，澳大利亚NT） ； Department of Biology, Boston College, Massachusetts, USA（生物学系，波士顿学院，马萨诸塞州，美国） ； Peoples' Friendship University of Russia (RUDN University)（俄罗斯人民友谊大学（RUDN大学）） ； Joint Institute for Nuclear Research（联合核研究中心） ； Vrije Universiteit Amsterdam（阿姆斯特丹自由大学） ； University of Skövde（斯德哥尔摩大学） 纠错

Comments Proceedings of the BioCreative IX Challenge and Workshop (BC9): Large Language Models for Clinical and Biomedical NLP at the International Joint Conference on Artificial Intelligence (IJCAI), Montreal, Canada, 2025

DANCE: Resource-Efficient Neural Architecture Search with Data-Aware and Continuous Adaptation

Maolin Wang, Tianshuo Wei, Sheng Zhang, Ruocheng Guo, Wanyu Wang, Shanshan Ye, Lixin Zou, Xuetao Wei, Xiangyu Zhao

机构 * City University of Hong Kong（香港城市大学） ； Australian Artificial Intelligence Institute, University of Technology Sydney（澳大利亚人工智能研究所，悉尼技术大学） ； Wuhan University（武汉大学） ； Southern University of Science and Technology（南方科技大学） 纠错

Comments Accepted by IJCAI 2025

Visual Perturbation and Adaptive Hard Negative Contrastive Learning for Compositional Reasoning in Vision-Language Models

Xin Huang, Ruibin Li, Tong Jia, Wei Zheng, Ya Wang

机构 * School of Artificial Intelligence and Software Engineering, Nanyang Normal University, Henan, China（人工智能与软件工程学院，南阳师范学院，河南） ； Institute for Artificial Intelligence, Peking University, Beijing, China（人工智能研究院，北京大学，北京） ； Collaborative Innovation Center of Intelligent Explosion-proof Equipment, Henan, China（智能防爆设备协同创新中心，河南） 纠错

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

Approximate Lifted Model Construction

Malte Luttermann, Jan Speller, Marcel Gehrke, Tanya Braun, Ralf Möller, Mattis Hartwig

Comments Extended version of paper accepted to the Proceedings of the 34th International Joint Conference on Artificial Intelligence (IJCAI-2025)

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions

Courtney Ford, Mark T. Keane

机构 * Research Ireland CRT in Machine Learning, University College Dublin, Ireland（爱尔兰研究爱尔兰机器学习CRT研究所，都柏林大学学院，爱尔兰） ； School of Computer Science, University College Dublin, Ireland（计算机科学学院，都柏林大学学院，爱尔兰） ； Insight Centre for Data Analytics, University College Dublin, Ireland（数据分析洞察中心，都柏林大学学院，爱尔兰） 纠错

Comments 7 pages, 5 figures, 1 table. Accepted at IJCAI 2025 Workshop on User-Aligned Assessment of Adaptive AI Systems

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection

Weiqi Yan, Lvhai Chen, Shengchuan Zhang, Yan Zhang, Liujuan Cao

机构 * Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University（中国教育部多媒体可信感知与高效计算重点实验室，厦门大学） 纠错

Comments Accepted by IJCAI 2025

Interaction-Data-guided Conditional Instrumental Variables for Debiasing Recommender Systems

Zhirong Huang, Debo Cheng, Jiuyong Li, Lin Liu, Guangquan Lu, Shichao Zhang

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 Computer Science and Technology, Hainan University（海南大学计算机科学与技术学院） ； UniSA STEM, University of South Australia（南澳大利亚大学UniSA STEM） 纠错

Comments Accepted at IJCAI 2025

Optimizing the Design of an Artificial Pancreas to Improve Diabetes Management

Ashok Khanna, Olivier Francon, Risto Miikkulainen

机构 * Georgia Institute of Technology（佐治亚理工学院） ； Cognizant AI Lab（Cognizant AI实验室） ； The University of Texas at Austin（德克萨斯大学奥斯汀分校） 纠错

Journal ref Proceedings of the IJCAI workshop on Advanced Neural Systems for Next-Generation Biomedical Intelligence, 2025

TULIP: Adapting Open-Source Large Language Models for Underrepresented Languages and Specialized Financial Tasks

İrem Demirtaş, Burak Payzun, Seçil Arslan

机构 * Data Science & AI, Prometeia SPA（数据科学与人工智能，Prometeia公司） 纠错

Comments IJCAI 2025 - FinLLM Workshop