TRIP: A Nonparametric Test to Diagnose Biased Feature Importance Scores
机构 * Wesleyan University（韦斯利安大学）
Comments Accepted at the Workshop on Explainable Artificial Intelligence (XAI) at IJCAI 2025
期刊&会议
IJCAI
International Joint Conference on Artificial Intelligence · 会议 · Artificial Intelligence
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval
机构 * Visual Intelligence Research Laboratories, NEC Corporation（NEC公司视觉智能研究实验室） ； Graduate School of Information Sciences, Tohoku University（东北大学信息科学研究生院） ； RIKEN Center for AIP（理化学研究所AIP研究中心）
Comments IJCAI 2025. Code: https://github.com/NEC-N-SOGI/msdpp
Q-Detection: A Quantum-Classical Hybrid Poisoning Attack Detection Method
机构 * School of Cyber Science and Technology, Shenzhen Campus of Sun Yat-sen University（中山大学计算机科学与技术学院（深圳校区））
Comments IJCAI 2025 Main Conference Accepted Paper
Many-Task Federated Fine-Tuning via Unified Task Vectors
机构 * Eindhoven University of Technology（埃因霍温理工大学）
Comments 10 pages, 6 figures, accepted in FedGenAI-IJCAI 2025
Fine-tuning Multimodal Transformers on Edge: A Parallel Split Learning Approach
机构 * Eindhoven University of Technology（埃因霍温理工大学）
Comments 10 pages, 5 figures, accepted to FedGenAI-IJCAI 2025
CodeMirage: Hallucinations in Code Generated by Large Language Models
机构 * University of Surrey（萨里大学） ； JP Morgan AI Research（摩根大通AI研究）
Comments Accepted at AutoMates @ IJCAI 2024
Prompt-Free Conditional Diffusion for Multi-object Image Augmentation
机构 * Northwestern Polytechnical University（西北工业大学） ； Xi’an University of Posts & Telecommunications（西安邮电大学）
Comments Accepted at IJCAI 2025
From General Relation Patterns to Task-Specific Decision-Making in Continual Multi-Agent Coordination
Comments IJCAI 2025 Accepted
City-Level Foreign Direct Investment Prediction with Tabular Learning on Judicial Data
机构 * School of Computer Science and Engineering, Southeast University, Nanjing, China（东南大学计算机科学与工程学院） ； Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications (Southeast University), Ministry of Education, China（新一代人工智能技术及其交叉应用关键实验室（东南大学）） ； School of Law, Southeast University, Nanjing, China（东南大学法学院）
Comments 9 pages, accepted by IJCAI 2025
SOSAE: Self-Organizing Sparse AutoEncoder
机构 * Nanyang Technological University（南洋理工大学） ； Continental Automotive Singapore
Comments Accepted at IJCAI-DSO Workshop 2024
ARMR: Adaptively Responsive Network for Medication Recommendation
机构 * School of Computer Science and Engineering, Southeast University, Nanjing, China（东南大学计算机科学与工程学院） ； Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications (Southeast University), Ministry of Education, China（新一代人工智能技术及其交叉应用关键实验室（东南大学）） ； The First Affiliated Hospital with Nanjing Medical University (JiangSu Province Hospital), Nanjing, China（南京医科大学第一附属医院（江苏省人民医院））
Comments 9 pages, accepted by IJCAI 2025
Answer Set Programming Modulo Theories and Reasoning about Continuous Changes
机构 * School of Computing, Informatics and Decision Systems Engineering（计算、信息与决策系统工程学院） ； Arizona State University（亚利桑那州立大学）
Comments In Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), pages 990-996, 2013
Consistency-Aware Padding for Incomplete Multi-Modal Alignment Clustering Based on Self-Repellent Greedy Anchor Search
机构 * School of Software Technology, Dalian University of Technology（大连理工大学软件学院）
Comments Accepted at IJCAI 2025. 9 pages, 3 figures
In-Context Meta LoRA Generation
机构 * The Hong Kong Polytechnic University（香港理工大学） ； Tsinghua University（清华大学） ； Beijing Institute for General Artificial Intelligence (BIGAI)（北京通用人工智能研究院） ； University of Trento（特伦托大学） ； University of Copenhagen（哥本哈根大学） ； Peking University（北京大学）
Comments Accepted by IJCAI 2025
Spotlighting Partially Visible Cinematic Language for Video-to-Audio Generation via Self-distillation
机构 * School of Computer Science, Wuhan University（武汉大学计算机学院）
Comments Accepted by IJCAI 2025
Agent Ideate: A Framework for Product Idea Generation from Patents Using Agentic AI
机构 * TCS Research, Hyderabad, India（塔塔咨询服务研究中心，印度海得拉巴） ； IIIT Hyderabad（IIIT海得拉巴）
Comments AgentScen Workshop, IJCAI 2025
Non-collective Calibrating Strategy for Time Series Forecasting
机构 * Ocean University of China（中国海洋大学） ； Southwest Jiaotong University（西南交通大学） ； JD Intelligent Cities Research（京东智能城市研究院） ； JD iCity, JD Technology, China（京东i城，京东科技，中国） ； Beijing Key Laboratory of Traffic Data Mining and Embodied Intelligence（北京交通数据挖掘与具身智能重点实验室）
Comments Accepted by IJCAI 2025
A Review on Zeroing Neural Networks
Comments This is what we submitted to IJCAI 2023. Maybe we will update this paper in the future
Grounding Creativity in Physics: A Brief Survey of Physical Priors in AIGC
Comments Accepted by IJCAI 2025 Survey Track
METEOR: Melody-aware Texture-controllable Symbolic Orchestral Music Generation via Transformer VAE
机构 * Univ. Lille, CNRS, Inria, Centrale Lille, UMR 9189 CRIStAL（里尔大学、法国国家科学研究中心、法国国家信息与自动化研究所、里尔中央理工大学、UMR 9189 CRIStAL） ； National Taiwan University（台湾国立台湾大学）
Comments Accepted to 34rd International Joint Conference on Artificial Intelligence (IJCAI 2025) - AI, Arts and Creativity Special Track. Demo: https://dinhviettoanle.github.io/meteor
Exploring Semantic Masked Autoencoder for Self-supervised Point Cloud Understanding
机构 * University of Science and Technology of China（中国科学技术大学） ； Deep Space Exploration Lab（深空探测实验室）
Comments Accepted by IJCAI 2025
Dual-Perspective United Transformer for Object Segmentation in Optical Remote Sensing Images
机构 * PCA Lab, Nanjing University of Science and Technology（南京理工大学光电信息科学与工程学院） ； 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）
Comments Accepted by IJCAI 2025
StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment
机构 * Samsung（三星） ； Korea University（韩国大学） ； General Robotics（通用机器人） ； KAIST（韩国科学技术院）
Comments IJCAI 2025; Code is available at https://github.com/alinlab/StarFT
Beyond Fixed Length: Bucket Pre-training is All You Need
机构 * Harbin Institute of Technology（哈尔滨工业大学） ； Du Xiaoman Financial Technology（杜晓曼金融科技） ； Tianjin University（天津大学）
Comments 8 pages, 5 figures, 3 tables. Accetped by IJCAI 2025
Antibody Design and Optimization with Multi-scale Equivariant Graph Diffusion Models for Accurate Complex Antigen Binding
机构 * School of Computer Science, Wuhan University, Wuhan, China（武汉大学计算机学院） ； Department of Computing, Macquarie University, Sydney, Australia（麦考瑞大学计算机系） ； Wuhan University Shenzhen Research Institute, Shenzhen, China（武汉大学深圳研究院）
Comments 9 pages, 4 figures, accepted at IJCAI 2025
COLUR: Confidence-Oriented Learning, Unlearning and Relearning with Noisy-Label Data for Model Restoration and Refinement
机构 * Shanghai Jiao Tong University（上海交通大学） ； Tongji University（同济大学） ； Macquarie University（麦考瑞大学） ； Shanghai Ballsnow Intelligent Technology Co. Ltd（上海Ballsnov智能技术有限公司）
Comments IJCAI 2025
Recalling The Forgotten Class Memberships: Unlearned Models Can Be Noisy Labelers to Leak Privacy
机构 * Shanghai Jiao Tong University（上海交通大学） ； Tongji University（同济大学） ； Macquarie University（麦考瑞大学） ； Shanghai Ballsnow Intelligent Technology Co. Ltd（上海Ballsnow智能科技有限公司）
Comments IJCAI 2025
Probing the Embedding Space of Transformers via Minimal Token Perturbations
机构 * TAIES Group, HPES Lab, Barcelona Supercomputing Center (BSC)（TAIES小组、HPES实验室、巴塞罗那超级计算中心）
Comments IJCAI 2025 Workshop on Explainable Artificial Intelligence
Cause-Effect Driven Optimization for Robust Medical Visual Question Answering with Language Biases
机构 * Beijing Institute of Technology（北京理工大学） ； Harbin Institute of Technology（哈尔滨工业大学） ； Guangdong University of Technology（广东工业大学）
Comments Accepted at IJCAI 2025
Reflective Verbal Reward Design for Pluralistic Alignment
机构 * University of Waterloo（滑铁卢大学）
Comments 9 pages, 3 figures, accepted to the IJCAI 2025 Human-Centred AI track. Project repository at: https://osf.io/8yxf2/
