On the Reuse Bias in Off-Policy Reinforcement Learning
Journal ref IJCAI 2023
期刊&会议
IJCAI
International Joint Conference on Artificial Intelligence · 会议 · Artificial Intelligence
Towards Safe Reinforcement Learning via Constraining Conditional Value-at-Risk
Journal ref IJCAI 2022
What Can We Learn From MIMO Graph Convolutions?
机构 * Artificial Intelligence, TU Dortmund University（图腾大学人工智能系） ； Lamarr Insitute for ML and AI, TU Dortmund University（拉马尔机器学习与人工智能研究所）
Comments IJCAI 2025
Constrained Preferential Bayesian Optimization and Its Application in Banner Ad Design
机构 * Hakuhodo DY Holdings Inc.（Hakuhodo DY控股公司） ； National Institute of Advanced Industrial Science and Technology (AIST)（国家先进工业科学与技术研究院）
Comments 17 pages, 15 figures
Journal ref IJCAI 2025
ImputeINR: Time Series Imputation via Implicit Neural Representations for Disease Diagnosis with Missing Data
机构 * Zhejiang Key Laboratory of Accessible Perception and Intelligent Systems, College of Computer Science, Zhejiang University（浙江可感知与智能系统重点实验室，计算机科学学院，浙江大学） ； The Zhejiang University-University of Illinois Urbana-Champaign Institute（浙江大学-伊利诺伊大学厄巴纳-香槟分校联合研究所）
Comments Accepted by IJCAI 2025
A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning
Comments Accepted to the 34th International Joint Conference on Artificial Intelligence (IJCAI 2025)
Inconsistency Handling in DatalogMTL
机构 * Université de Bordeaux, CNRS, Bordeaux INP, LaBRI, UMR 5800（波尔多大学、法国国家科学研究中心、波尔多INP、LaBRI、UMR 5800） ； DI ENS, ENS, CNRS, PSL University & Inria（ENS DI、ENS、法国国家科学研究中心、巴黎 sciences et lettres 大学及Inria） ； University of Paderborn（帕德博恩大学）
Comments This is an extended version of a paper appearing at the 34th International Joint Conference on Artificial Intelligence (IJCAI 2025). 24 pages
Advancing Community Detection with Graph Convolutional Neural Networks: Bridging Topological and Attributive Cohesion
机构 * Victoria University of Wellington（维多利亚大学） ； Goldenset Collective（Goldenset集体） ； School of Computer Science, Beijing University of Posts and Telecommunications（北京邮电大学计算机学院）
Comments This paper has been accepted by IJCAI (International Joint Conference on Artificial Intelligence) 2025
Variety-Seeking Jump Games on Graphs
Comments IJCAI 2025
Zero-shot Quantization: A Comprehensive Survey
机构 * Department of Computer Science and Engineering, Seoul National University（首尔国立大学计算机科学与工程系） ； Interdisciplinary Program in Artificial Intelligence, Seoul National University（首尔国立大学人工智能跨学科项目）
Comments IJCAI 2025 Survey Track
The Core of Approval-Based Committee Elections with Few Seats
Comments Full version of the paper to appear in the proceedings of IJCAI 2025. The title has changed to be more descriptive
Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization
机构 * Gaoling School of Artificial Intelligence, Renmin University of China（中国人民大学北京校区人工智能学院） ； Beijing Key Laboratory of Research on Large Models and Intelligent Governance（北京大型模型与智能治理研究重点实验室） ； BAAI（北京人工智能研究院） ； XiaoMi（小米公司） ； Engineering Research Center of Next-Generation Intelligent Search and Recommendation, MOE（教育部下一代智能搜索与推荐工程技术研究中心）
Comments IJCAI 2025
S-EPOA: Overcoming the Indistinguishability of Segments with Skill-Driven Preference-Based Reinforcement Learning
机构 * Department of Automation, Tsinghua University（清华大学自动化系） ； Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所）
Comments IJCAI 2025
Optimized View and Geometry Distillation from Multi-view Diffuser
Comments IJCAI 2025. Project page: https://youjiazhang.github.io/USD/
Noise Optimized Conditional Diffusion for Domain Adaptation
机构 * School of Aeronautics and Astronautics, Shanghai Jiao Tong University, Shanghai, China（上海交通大学航空宇航学院） ； LIRIS, CNRS UMR 5205, Ecole Centrale de Lyon, France（法国里尔研究所） ； Institut Universitaire de France (IUF), France（法国国家科学研究中心（IUF））
Comments 9 pages, 4 figures This work has been accepted by the International Joint Conference on Artificial Intelligence (IJCAI 2025)
Journal ref IJCAI 2025
BinMetric: A Comprehensive Binary Analysis Benchmark for Large Language Models
Comments 23 pages, 5 figures, to be published in IJCAI 2025
Hybrid Local Causal Discovery
机构 * School of Computer Science and Technology, Anhui University（安徽大学计算机科学与技术学院） ； University of South Australia（澳大利亚南岸大学） ； School of Hong Kong Polytechnic University, Department of Computing（香港理工大学计算机学院） ； School of Computer Science and Information Technology, Hefei University of Technology（合肥工业大学计算机科学与信息技术学院）
Comments This paper has been accepted for publication in the Proceedings of the 34th International Joint Conference on Artificial Intelligence (IJCAI 2025)
First-Order Coalition Logic
Comments This is an extended version of the paper with the same title that appears in the proceedings of IJCAI 2025. This version contains a technical appendix with proof details that, for space reasons, do not appear in the IJCAI 2025 version
Beyond Patterns: Harnessing Causal Logic for Autonomous Driving Trajectory Prediction
机构 * University of Macau（澳门大学） ； The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州））
Journal ref IJCAI 2025
An Improved Algorithm for a Bipartite Traveling Tournament in Interleague Sports Scheduling
Comments A preliminary version of this article was presented at IJCAI 2024
Multimodal Fake News Detection: MFND Dataset and Shallow-Deep Multitask Learning
机构 * School of Artificial Intelligence, Hebei University of Technology（河北工业大学人工智能学院） ； School of Computing and Information Technology, Great Bay University（大湾大学计算与信息学院） ； Guangdong Provincial Key Laboratory of Intelligent Information Processing & Shenzhen Key Laboratory of Media Security, Shenzhen University（广东省智能信息处理重点实验室 & 深圳市媒体安全重点实验室） ； Dongguan Key Laboratory for Intelligence and Information Technology（东莞智能信息科技重点实验室）
Comments Accepted by IJCAI 2025
Dyn-D$^2$P: Dynamic Differentially Private Decentralized Learning with Provable Utility Guarantee
机构 * Zhejiang University（浙江大学） ； Qilu University of Technology（齐鲁工业大学）
Comments This paper has been accepted by the 34th International Joint Conference on Artificial Intelligence(IJCAI 2025)
Exploring Multimodal Foundation AI and Expert-in-the-Loop for Sustainable Management of Wild Salmon Fisheries in Indigenous Rivers
机构 * Simon Fraser University（西蒙弗雷泽大学） ； McGill University（麦吉尔大学） ； The University of Hong Kong（香港大学） ； Wild Salmon Center（野生鲑鱼中心） ； Pacific Salmon Foundation（太平洋鲑鱼基金会） ； Haida Fisheries Program（海达渔业计划）
Comments 10 pages, accepted by IJCAI 2025, AI and Social Good Track
ReplayCAD: Generative Diffusion Replay for Continual Anomaly Detection
机构 * South China University of Technology（华南理工大学） ； China United Network Communications Corporation Limited Guangdong Branch（中国联合网络通信集团有限公司广东分公司） ； Pazhou Laboratory（琶洲实验室） ； Guangdong University of Technology（广东工业大学）
Comments Accepted by IJCAI 2025
On Definite Iterated Belief Revision with Belief Algebras
机构 * School of Mathematics, Southwest Jiaotong University, China（数学学院，西南交通大学） ； School of Computing and Artificial Intelligence, Southwest Jiaotong University, China（计算与人工智能学院，西南交通大学） ； LIRMM UMR 5506, University of Montpellier & CNRS, France（蒙彼利埃大学及CNRS LIRMM研究中心）
Comments 10 pages. Extended version of an accepted IJCAI 2025 paper
NSF-MAP: Neurosymbolic Multimodal Fusion for Robust and Interpretable Anomaly Prediction in Assembly Pipelines
机构 * Artificial Intelligence Institute, University of South Carolina（南卡罗来纳大学人工智能研究所） ； Clemson Composites Center, Clemson University（克莱姆森大学复合材料中心） ； Intelligent Circuits, Architectures and Systems Lab, University of South Carolina（南卡罗来纳大学智能电路、架构和系统实验室）
Comments 9 pages, 7 figures, 2 tables, IJCAI 2025 (International Joint Conferences on Artificial Intelligence) Special Track on AI4Tech: AI Enabling Critical Technologies
Responsibility Gap in Collective Decision Making
机构 * University of Southampton（南安普顿大学） ； Lafayette College（拉法叶学院）
Comments full version of an IJCAI-25 paper
Collaborative Multi-LoRA Experts with Achievement-based Multi-Tasks Loss for Unified Multimodal Information Extraction
机构 * School of Software Engineering, South China University of Technology, Guangzhou, China（华南理工大学软件学院） ； Key Laboratory of Big Data and Intelligent Robot (SCUT), MOE of China（大数据与智能机器人重点实验室） ； Department of Computing, The Hong Kong Polytechnic University, Hong Kong, China（香港理工大学计算机系） ； School of Electrical Engineering, Guangxi University, Nanning, China（广西大学电气工程学院） ； Department of Biostatistics & Health Informatics, King’s College London, London, United Kingdom（伦敦国王学院生物统计与健康信息学系）
Comments Accepted by IJCAI 2025
Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization
机构 * School of Software, Shandong University, China（山东大学软件学院） ； AIM Lab, Faculty of Engineering, Monash University, Clayton, VIC, Australia（墨尔本大学工程学院人工智能实验室） ； School of information and Electronics, Beijing Institute of Technology, China（北京理工大学信息与电子学院） ； College of Computing and Data Science, Nanyang Technological University, Singapore（南洋理工大学计算与数据科学学院）
Comments IJCAI-25 Accepted
Distance Preservation Games
Comments Accepted at IJCAI 2025
