IJCAI

Game Theory Meets Large Language Models: A Systematic Survey with Taxonomy and New Frontiers

Haoran Sun, Yusen Wu, Peng Wang, Wei Chen, Yukun Cheng, Xiaotie Deng, Xu Chu

机构 * CFCS, School of Computer Science, Peking University（计算机科学系，北京大学） ； School of Business, Jiangnan University（商学院，江南大学） ； Microsoft Research Asia（微软亚洲研究院） 纠错

Comments A shorter conference version is published in IJCAI 2025, titled 'Game Theory Meets Large Language Models: A Systematic Survey'

SketchAgent: Generating Structured Diagrams from Hand-Drawn Sketches

Cheng Tan, Qi Chen, Jingxuan Wei, Gaowei Wu, Zhangyang Gao, Siyuan Li, Bihui Yu, Ruifeng Guo, Stan Z. Li

机构 * Westlake University（西湖大学） ； Zhejiang University（浙江大学） ； University of Chinese Academy of Sciences（中国科学院大学） 纠错

Comments Accepted by IJCAI 2025

Knowledge Editing for Multi-Hop Question Answering Using Semantic Analysis

Dominic Simon, Rickard Ewetz

机构 * University of Florida（佛罗里达大学） 纠错

Comments 14 pages, 15 figures, pre-print of paper accepted to IJCAI 2025

KnowRA: Knowledge Retrieval Augmented Method for Document-level Relation Extraction with Comprehensive Reasoning Abilities

Chengcheng Mai, Yuxiang Wang, Ziyu Gong, Hanxiang Wang, Yihua Huang

机构 * Nanjing Normal University, School of Computer Science and Electronic Informatics（南京师范大学计算机科学与电子信息学院） ； State Key Laboratory for Novel Software Technology at Nanjing University（南京大学新型软件技术国家重点实验室） ； Nanjing University, School of Computer Science（南京大学计算机科学学院） 纠错

Comments This work has been accepted by IJCAI 2025 (CCF A)

Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction

Hong Wang, Yuexiang Li, Deyu Meng, Yefeng Zheng

Comments https://github.com/hongwang01/ACDNet

Journal ref the 31st International Joint Conference on Artificial Intelligence 2022

FGeo-HyperGNet: Geometric Problem Solving Integrating FormalGeo Symbolic System and Hypergraph Neural Network

Xiaokai Zhang, Yang Li, Na Zhu, Cheng Qin, Zhenbing Zeng, Tuo Leng

机构 * School of Computer Engineering and Science, Shanghai University（上海大学计算机工程与科学学院） ； School of Future Technology, Shanghai University（上海大学未来技术学院） ； College of Sciences, Shanghai University（上海大学理学院） 纠错

Comments Accepted by IJCAI 2025

Zero-Shot Machine Unlearning with Proxy Adversarial Data Generation

Huiqiang Chen, Tianqing Zhu, Xin Yu, Wanlei Zhou

机构 * University of Queensland（昆士兰大学） ； City University of Macau（澳门城市大学） ； University of Technology Sydney（悉尼科技大学） 纠错

Comments Accepted by IJCAI 2025

Journal ref The 34th International Joint Conference on Artificial Intelligence 2025

Finding Uncommon Ground: A Human-Centered Model for Extrospective Explanations

Laura Spillner, Nima Zargham, Mihai Pomarlan, Robert Porzel, Rainer Malaka

机构 * Digital Media Lab, TZI, University of Bremen（不莱梅大学数字媒体实验室，TZI，不莱梅大学） ； Linguistics Department, Univserity of Bremen（不莱梅大学语言学系） 纠错

Comments Presented at the IJCAI 2023 Workshop on Explainable Artificial Intelligence (XAI)

UniCT Depth: Event-Image Fusion Based Monocular Depth Estimation with Convolution-Compensated ViT Dual SA Block

Luoxi Jing, Dianxi Shi, Zhe Liu, Songchang Jin, Chunping Qiu, Ziteng Qiao, Yuxian Li, Jianqiang Xia

机构 * School of Computer Science, Peking University（北京大学计算机科学系） ； Intelligent Game and Decision Lab (IGDL)（智能游戏与决策实验室） ； College of Computer, National University of Defense Technology（国防科技大学计算机学院） ； School of Computer Science, Shanghai Jiao Tong University（上海交通大学计算机科学系） 纠错

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

MemeBLIP2: A novel lightweight multimodal system to detect harmful memes

Jiaqi Liu, Ran Tong, Aowei Shen, Shuzheng Li, Changlin Yang, Lisha Xu

机构 * Mathematics and Statistics Department, University of Texas at Dallas（德克萨斯大学达拉斯分校数学与统计学系） 纠错

Comments 11 pages, 3 figures. Accepted at the First Workshop on Multimodal Knowledge and Language Modeling (MKLM), IJCAI-25

Towards Inclusive NLP: Assessing Compressed Multilingual Transformers across Diverse Language Benchmarks

Maitha Alshehhi, Ahmed Sharshar, Mohsen Guizani

机构 * Mohamed bin Zayed University of Artificial Intelligence（Mohamed bin Zayed人工智能大学） 纠错

Comments Published in the 3rd International Workshop on Generalizing from Limited Resources in the Open World. Workshop at International Joint Conference on Artificial Intelligence (IJCAI) 2025

Language-Conditioned Open-Vocabulary Mobile Manipulation with Pretrained Models

Shen Tan, Dong Zhou, Xiangyu Shao, Junqiao Wang, Guanghui Sun

机构 * Harbin Institute of Technology（哈尔滨工业大学） 纠错

Comments IJCAI 2025

Trusted Multi-view Learning under Noisy Supervision

Yilin Zhang, Cai Xu, Han Jiang, Ziyu Guan, Wei Zhao, Xiaofei He, Murat Sensoy

机构 * School of Computer Science and Technology, Xidian University（西安电子科技大学计算机科学与技术学院） ； State Key Laboratory of CAD&CG, Zhejiang University（浙江大学计算机辅助设计与图形学国家重点实验室） ； Amazon Alexa AI（亚马逊Alexa人工智能） 纠错

Comments v2 12 pages, accepted at IJCAI 2024; v3 is currently under review

Interpreting CFD Surrogates through Sparse Autoencoders

Yeping Hu, Shusen Liu

机构 * Lawrence Livermore National Laboratory（劳伦斯利弗莫尔国家实验室） 纠错

Comments Accepted by IJCAI 2025 Workshop on Explainable Artificial Intelligence (XAI)

A Unifying Framework for Semiring-Based Constraint Logic Programming With Negation (full version)

Jeroen Spaans, Jesse Heyninck

机构 * Open Universiteit（开放大学） ； University of Cape Town（开普敦大学） 纠错

Comments Full version, including proofs and appendices, of paper accepted at IJCAI 2025

Empowering LLMs with Logical Reasoning: A Comprehensive Survey

Fengxiang Cheng, Haoxuan Li, Fenrong Liu, Robert van Rooij, Kun Zhang, Zhouchen Lin

机构 * Institute for Logic, Language and Computation, University of Amsterdam（阿姆斯特丹大学逻辑、语言与计算研究所） ； Center for Data Science, Peking University（北京大学数据科学中心） ； Tsinghua-UvA JRC for Logic, Department of Philosophy, Tsinghua University（清华大学哲学系） ； Machine Learning Department, MBZUAI（MBZUAI机器学习部门） ； Department of Philosophy, CMU（卡内基梅隆大学哲学系） ； State Key Lab of General AI, School of Intelligence Science and Technology, Peking University（北京大学人工智能通用实验室） ； Institute for Artificial Intelligence, Peking University（北京大学人工智能研究所） ； Pazhou Laboratory (Huangpu), Guangzhou（广州黄埔实验室） 纠错

Comments Accepted by IJCAI 2025 (Survey Track)

New Algorithms for #2-SAT and #3-SAT

Junqiang Peng, Zimo Sheng, Mingyu Xiao

Comments Accepted by IJCAI 2025

Strategyproofness and Monotone Allocation of Auction in Social Networks

Yuhang Guo, Dong Hao, Bin Li, Mingyu Xiao, Bakh Khoussainov

机构 * SCSE, University of Electronic Science and Technology of China（电子科技大学信息与通信工程学院） ； AI-HSS, University of Electronic Science and Technology of China（电子科技大学人工智能与社会科学学院） ； SCSE, Nanjing University of Science and Technology（南京理工大学信息工程学院） ； University of New South Wales（新南威尔士大学） 纠错

Comments Accepted by IJCAI 2025

More Efforts Towards Fixed-Parameter Approximability of Multiwinner Rules

Sushmita Gupta, Pallavi Jain, Souvik Saha, Saket Saurabh, Anannya Upasana

Comments To appear in the Proceedings of the 34th International Joint Conference on Artificial Intelligence (IJCAI 2025)

Exploiting Label Skewness for Spiking Neural Networks in Federated Learning

Di Yu, Xin Du, Linshan Jiang, Huijing Zhang, Shuiguang Deng

机构 * Zhejiang University（浙江大学） ； National University of Singapore（新加坡国立大学） 纠错

Comments This work has been accepted on the International Joint Conference on Artificial Intelligence 2025

Bridging Local and Global Knowledge via Transformer in Board Games

Yan-Ru Ju, Tai-Lin Wu, Chung-Chin Shih, Ti-Rong Wu

机构 * Institute of Information Science, Academia Sinica, Taiwan（Academia Sinica 信息科学研究所） 纠错

Comments Accepted by the Thirty-Fourth International Joint Conferences on Artificial Intelligence (IJCAI-25)

Speech-Forensics: Towards Comprehensive Synthetic Speech Dataset Establishment and Analysis

Zhoulin Ji, Chenhao Lin, Hang Wang, Chao Shen

机构 * School of Software Engineering, Xi’an Jiaotong University（软件工程学院，西安交通大学） ； School of Cyber Science and Engineering, Xi’an Jiaotong University（网络科学与工程学院，西安交通大学） ； School of Automation Science and Engineering, Xi’an Jiaotong University（自动化科学与工程学院，西安交通大学） ； Department of Computing, The Hong Kong Polytechnic University（计算学院，香港理工大学） 纠错

Comments IJCAI 2024

Journal ref Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, IJCAI-24, 2024, pp. 413-421

Partially Observable Reference Policy Programming: Solving POMDPs Sans Numerical Optimisation

Edward Kim, Hanna Kurniawati

机构 * Australian National University（澳大利亚国立大学） 纠错

Comments 8 pages, 2 tables, 3 figures. To be presented at International Joint Conference on Artificial Intelligence 2025

Block Circulant Adapter for Large Language Models

Xinyu Ding, Meiqi Wang, Siyu Liao, Zhongfeng Wang

机构 * Sun Yat-sen University（中山大学） 纠错

Comments to appear in Proceedings of the 2025 International Joint Conference on Artificial Intelligence (IJCAI-2025)

Parameter-Efficient Fine-Tuning with Circulant and Diagonal Vectors

Xinyu Ding, Lexuan Chen, Siyu Liao, Zhongfeng Wang

机构 * Sun Yat-sen University（中山大学） 纠错

Comments to appear in Proceedings of the 2025 International Joint Conference on Artificial Intelligence (IJCAI-2025)

On the Learning with Augmented Class via Forests

Fan Xu, Wuyang Chen, Wei Gao

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

Comments Accepted by IJCAI 2025

AdvGrasp: Adversarial Attacks on Robotic Grasping from a Physical Perspective

Xiaofei Wang, Mingliang Han, Tianyu Hao, Cegang Li, Yunbo Zhao, Keke Tang

机构 * Department of Automation, University of Science and Technology of China（中国科学技术大学自动化系） ； SmartMore Corporation（SmartMore公司） ； Cyberspace Institute of Advanced Technology, Guangzhou University（广州大学网络空间技术研究院） ； 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 IJCAI'2025

EyeSeg: An Uncertainty-Aware Eye Segmentation Framework for AR/VR

Zhengyuan Peng, Jianqing Xu, Shen Li, Jiazhen Ji, Yuge Huang, Jingyun Zhang, Jinmin Li, Shouhong Ding, Rizen Guo, Xin Tan, Lizhuang Ma

机构 * Shanghai Jiao Tong University（上海交通大学） ； Tencent（腾讯） ； National University of Singapore（新加坡国立大学） ； Tsinghua University（清华大学） ； East China Normal University（华东师范大学） 纠错

Comments Accepted to IJCAI

Instantiation-based Formalization of Logical Reasoning Tasks using Language Models and Logical Solvers

Mohammad Raza, Natasa Milic-Frayling

Comments IJCAI 2025

HGMP:Heterogeneous Graph Multi-Task Prompt Learning

Pengfei Jiao, Jialong Ni, Di Jin, Xuan Guo, Huan Liu, Hongjiang Chen, Yanxian Bi

机构 * School of Cyberspace Security,Hangzhou Dianzi University（杭州电子科技大学网络安全学院） ； College of Intelligence and Computing,Tianjin University（天津大学智能与计算学院） ； CETC Academy of Electronics and Information Technology Group,China Academy of Electronic and Information Technology（中国电子科技集团信息科技研究院） 纠错

Comments The 25th International Joint Conference on Artificial Intelligence (IJCAI-25)