Conferences · eligible papers

AAAI

2022–2026 LIVE

AAAI 公式サイト ↗

AI (General)

2026 · 4,149 papers

このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。

  1. 2026 · AAAI

    FD-MAGRPO: Functionality-Driven Multi-Agent Group Relative Policy Optimization for Analog-LDO Sizing

    Haoning Jiang, Han Wu, Zhuoli Ouyang, Ziheng Wang, Tinghuan Chen, Junmin Jiang

    AI (General)

    日本大学: 関与なし(対象大学)

  2. 2026 · AAAI

    FDC-Ground: Improving GRPO for GUI Grounding via Exponential Rewards and Fact-Aligned Pruning

    Xiangjian Zeng, Wenjing Li, Qingqiang Wu, Liang Zhang

    AI (General)

    日本大学: 関与なし(対象大学)

  3. 2026 · AAAI

    FDP: A Frequency-Decomposition Preprocessing Pipeline for Unsupervised Anomaly Detection in Brain MRI

    Hao Li, Zhenfeng Zhuang, Jingyu Lin, Yu Liu, Yifei Chen, Qiong Peng, Lequan Yu, Liansheng Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  4. 2026 · AAAI

    FGD-Align: Pluralistic Alignment for Large Language Models via Fuzzy Group Decision-Making

    Weihang Pan, Zhengxu Yu, Yong Wu, Xun Liang, Zhongming Jin, Qiang Fu, Penghui Shang, Binbin Lin, Xiaofei He, Jieping Ye

    AI (General)

    日本大学: 関与なし(対象大学)

  5. 2026 · AAAI

    FGM-HD: Boosting Generation Diversity of Fractal Generative Models through Hausdorff Dimension Induction

    Haowei Zhang, Yuanpei Zhao, Ji-Zhe Zhou, Mao Li

    AI (General)

    日本大学: 関与なし(対象大学)

  6. 2026 · AAAI

    FGNet: Leveraging Feature-Guided Attention to Refine SAM2 for 3D EM Neuron Segmentation

    Zhenghua Li, Hang Chen, Zihao Sun, Kai Li, Xiaolin Hu

    AI (General)

    日本大学: 関与なし(対象大学)

  7. 2026 · AAAI

    FIA-Edit: Frequency-Interactive Attention for Efficient and High-Fidelity Inversion-Free Text-Guided Image Editing

    Kaixiang Yang, Boyang Shen, Xin Li, Yuchen Dai, Yuxuan Luo, Yueran Ma, Wei Fang, Qiang Li, Zhiwei Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  8. 2026 · AAAI

    FILTER: A Framework for Defending Against Backdoor Attacks in Vertical Federated Learning

    Zhanyi Hu, Cen Chen, Yanhao Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  9. 2026 · AAAI

    FIND: A Simple Yet Effective Baseline for Diffusion-Generated Image Detection

    Jie Li, Yingying Feng, Chi Xie, Jie Hu, Lei Tan, Jiayi Ji

    AI (General)

    日本大学: 関与なし(対象大学)

  10. 2026 · AAAI

    FINE: Factorized Multimodal Sentiment Analysis via Mutual INformation Estimation

    Yadong Liu, Shangfei Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  11. 2026 · AAAI

    FIRM-MoE:Fine-GrainedExpert Decomposition for Resource-Adaptive MoE Inference

    Keyu Chen, Qihang Zhou, Bin Qian, Zhenyu Wen, Wenchao Meng, Shibo He

    AI (General)

    日本大学: 関与なし(対象大学)

  12. 2026 · AAAI

    FIXME: Towards End-to-End Benchmarking of LLM-Aided Design Verification

    Gwok-Waa Wan, SamZaak Wong, Shengchu Su, Chenxu Niu, Ning Wang, Xinlai Wan, Qixiang Chen, Mengnv Xing, Jingyi Zhang, Jianmin Ye, Yubo Wang, Rongchang Song, Tao Ni, Qiang Xu, Nan Guan, Zhe Jiang, Xi Wang, Yong Chen, Jun Yang

    AI (General)

    日本大学: 関与なし(対象大学)

  13. 2026 · AAAI

    FLAG-4D: Flow-Guided Local-Global Dual-Deformation Model for 4D Reconstruction

    Guan Yuan Tan, Ngoc Tuan Vu, Arghya Pal, Sailaja Rajanala, Raphael C W Phan, Mettu Srinivas, Chee-Ming Ting

    AI (General)

    日本大学: 関与なし(対象大学)

  14. 2026 · AAAI

    FLRQ: Faster LLM Quantization with Flexible Low-Rank Matrix Sketching

    Hongyaoxing Gu, Lijuan Hu, Shuzi Niu, Fangfang Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  15. 2026 · AAAI

    FP=XINT: Representing Neural Networks via Low-Bit Series Basis Functions

    Boyang Zhang, Daning Cheng, Yunquan Zhang, Jiake Tian, Jing Li, Fangming Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  16. 2026 · AAAI

    FPT Approximation Algorithms for TSP on Non-Metric Graphs

    Jingyang Zhao, Zimo Sheng, Mingyu Xiao

    AI (General)

    日本大学: 関与なし(対象大学)

  17. 2026 · AAAI

    FQ-PETR: Fully Quantized Position Embedding Transformation for Multi-View 3D Object Detection

    Jiangyong Yu, Changyong Shu, Sifan Zhou, Zichen Yu, Xing Hu, Dawei Yang

    AI (General)

    日本大学: 関与なし(対象大学)

  18. 2026 · AAAI

    FRBAT: Conditionally-Visible Physical Backdoor Attack via Fluorescence

    Yalun Wu, Liu Liu, Endong Tong, Yingxiao Xiang, Xiaoting Lyu, Zhen Han, Jiqiang Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  19. 2026 · AAAI

    FRoD: Full-Rank Efficient Fine-Tuning with Rotational Degrees for Fast Convergence

    Guoan Wan, Tianyu Chen, Fangzheng Feng, Haoyi Zhou, Runhua Xu

    AI (General)

    日本大学: 関与なし(対象大学)

  20. 2026 · AAAI

    FT-MoE: Sustainable-learning Mixture of Experts for Fault-Tolerant Computing

    Wenjing Xiao, Wenhao Song, Miaojiang Chen, Min Chen

    AI (General)

    日本大学: 関与なし(対象大学)

  21. 2026 · AAAI

    FT-NCFM: An Influence-Aware Data Distillation Framework for Efficient VLA Models

    Kewei Chen, Yayu Long, Shuai Li, Mingsheng Shang

    AI (General)

    日本大学: 関与なし(対象大学)

  22. 2026 · AAAI

    FUSE: Fine-Grained and Semantic-Aware Learning for Unified Image Understanding and Generation

    Peng Zhang, Wanggui He, Mushui Liu, Wenyi Xiao, Siyu Zou, Yuan Li, Xingjian Wang, Guanghao Zhang, Yanpeng Liu, Weilong Dai, Jinlong Liu, Shuyi Ying, Ruikai Zhou, Yunlong Yu, Yubo Tao, Hai Lin, Hao Jiang

    AI (General)

    日本大学: 関与なし(対象大学)

  23. 2026 · AAAI

    FUSION: Dataset Pruning via Fusing Uncertainty with Structural Information for Optimal Neural Training in Crystal Property Prediction

    Xiean Wang, Pin Chen, Liqin Tan, Yutong Lu, Qingsong Zou

    AI (General)

    日本大学: 関与なし(対象大学)

  24. 2026 · AAAI

    FVNet: Harnessing Liquid Neural Dynamics for Lightweight Visual Representation

    Zhenzhe Hou, Xiaohui Chu, Runze Hu, Yang Li, Yutao Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  25. 2026 · AAAI

    FaNe: Towards Fine-Grained Cross-Modal Contrast with False-Negative Reduction and Text-Conditioned Sparse Attention

    Peng Zhang, Zhihui Lai, Wenting Chen, Xu Wu, Heng Kong

    AI (General)

    日本大学: 関与なし(対象大学)

  26. 2026 · AAAI

    FaceShield: Explainable Face Anti-Spoofing with Multimodal Large Language Models

    Hongyang Wang, Yichen Shi, Zhuofu Tao, Yuhao Gao, Liepiao Zhang, Xun Lin, Jun Feng, Xiaochen Yuan, Zitong Yu, Xiaochun Cao

    AI (General)

    日本大学: 関与なし(対象大学)

  27. 2026 · AAAI

    Facial Dynamics in Video: Instruction Tuning for Improved Facial Expression Perception and Contextual Awareness

    Jiaxing Zhao, Boyuan Sun, Xiang Chen, Xihan Wei

    AI (General)

    日本大学: 関与なし(対象大学)

  28. 2026 · AAAI

    Facial-R1: Aligning Reasoning and Recognition for Facial Emotion Analysis

    Jiulong Wu, Yucheng Shen, Lingyong Yan, Haixin Sun, Deguo Xia, Jizhou Huang, Min Cao

    AI (General)

    日本大学: 関与なし(対象大学)

  29. 2026 · AAAI

    Facilitating Early Maladaptive Schema–Guided Polite and Empathetic Psychotherapeutic Support: An LLM-Driven MoE-RL-Based Dialogue System

    Priyanshu Priya, Asif Ekbal

    AI (General)

    日本大学: 関与なし(対象大学)

  30. 2026 · AAAI

    Facility Location for Congesting Commuters and Generalizing the Cost-Distance Problem

    Thanasis Lianeas, Marios Mertzanidis, Aikaterini Nikolidaki

    AI (General)

    日本大学: 関与なし(対象大学)

  31. 2026 · AAAI

    Fact2Fiction: Targeted Poisoning Attack to Agentic Fact-checking System

    Haorui He, Yupeng Li, Bin Benjamin Zhu, Dacheng Wen, Reynold Cheng, Francis C. M. Lau

    AI (General)

    日本大学: 関与なし(対象大学)

  32. 2026 · AAAI

    Factorization-in-Loop:Proximal Fill-in Minimization for Sparse Matrix Reordering

    Ziwei Li, Shuzi Niu, Tao Yuan, Huiyuan Li, Wenjia Wu

    AI (General)

    日本大学: 関与なし(対象大学)

  33. 2026 · AAAI

    Failure Localization in Multi-Agent Code Generation via Knowledge-Guided and Transferable Reasoning

    Mingyang Geng, Shanzhi Gu, Zhipeng Liu, Chuanfu Xu, Zhaoyang Qu, Haotian Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  34. 2026 · AAAI

    Failures to Surface Harmful Contents in Video Large Language Models

    Yuxin Cao, Wei Song, Derui Wang, Jingling Xue, Jin Song Dong

    AI (General)

    日本大学: 関与なし(対象大学)

  35. 2026 · AAAI

    Fair Algorithms with Probing for Multi-Agent Multi-Armed Bandits

    Tianyi Xu, Jiaxin Liu, Nicholas Mattei, Zizhan Zheng

    AI (General)

    日本大学: 関与なし(対象大学)

  36. 2026 · AAAI

    Fair Allocation of Indivisible Goods with Variable Groups

    Paul Gölz, Ayumi Igarashi, Pasin Manurangsi, Warut Suksompong

    AI (General)

    日本大学: 東京大学

  37. 2026 · AAAI

    Fair Bayesian Data Selection via Generalized Discrepancy Measures

    Yixuan Zhang, Jiabin Luo, Zhenggang Wang, Feng Zhou, Quyu Kong

    AI (General)

    日本大学: 関与なし(対象大学)

  38. 2026 · AAAI

    Fair Diffusion Auctions

    Zixin Gu, Yaoxin Ge, Yao Zhang, Dengji Zhao

    AI (General)

    日本大学: 九州大学

  39. 2026 · AAAI

    Fair Division Among Couples and Small Groups

    Paul Gölz, Hannane Yaghoubizade

    AI (General)

    日本大学: 関与なし(対象大学)

  40. 2026 · AAAI

    Fair Domain Generalization: An Information-Theoretic View

    Tangzheng Lian, Guanyu Hu, Dimitrios Kollias, Xinyu Yang, Oya Celiktutan

    AI (General)

    日本大学: 関与なし(対象大学)

  41. 2026 · AAAI

    Fair Facial Attribute Recognition via Group-Decoupled Vision Transformer with Mask-Guided Correlation Suppression

    Huichang Huang, Kunchi Li, Si Chen, Da-Han Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  42. 2026 · AAAI

    Fair Incentives for Early Arrival in 0-1 Cooperative Games

    Yaoxin Ge, Yao Zhang, Dengji Zhao

    AI (General)

    日本大学: 九州大学

  43. 2026 · AAAI

    Fair Model-based Clustering

    Jinwon Park, Kunwoong Kim, Jihu Lee, Yongdai Kim

    AI (General)

    日本大学: 関与なし(対象大学)

  44. 2026 · AAAI

    Fair Societies: Algorithms for House Allocations

    Hadi Hosseini, Sanjukta Roy, Aditi Sethia

    AI (General)

    日本大学: 関与なし(対象大学)

  45. 2026 · AAAI

    Fair and Efficient Balanced Allocation for Indivisible Goods

    Yasushi Kawase, Ryoga Mahara

    AI (General)

    日本大学: 東京大学

  46. 2026 · AAAI

    FairGC: Fostering Individual and Group Fairness for Deep Graph Clustering

    Haodong Zhang, Xinyue Wang, Tao Ren, Yifan Wang, Siyu Yi, Fanchun Meng, Zeyu Ma, Qingqing Long, Wei Ju

    AI (General)

    日本大学: 関与なし(対象大学)

  47. 2026 · AAAI

    FairGSE: Fairness-Aware Graph Neural Network Without High False Positive Rates

    Zhenqiang Ye, Jinjie Lu, Tianlong Gu, Fengrui Hao, Xuemin Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  48. 2026 · AAAI

    Fairness Aware Reinforcement Learning via Proximal Policy Optimization

    Gabriele La Malfa, Jie M. Zhang, Michael Luck, Elizabeth Black

    AI (General)

    日本大学: 関与なし(対象大学)

  49. 2026 · AAAI

    Fairness Perceptions of Large Language Models

    Benjamin Cookson, Soroush Ebadian, Nisarg Shah

    AI (General)

    日本大学: 関与なし(対象大学)

  50. 2026 · AAAI

    Fairness and Stability for Shared Resource Allocation Problems

    Jiazhu Fang, Qizhi Fang, Minming Li, Wenjing Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  51. 2026 · AAAI

    Fairness in Repeated Matching: A Maximin Perspective

    Eugene Lim, Tzeh Yuan Neoh, Nicholas Teh

    AI (General)

    日本大学: 関与なし(対象大学)

  52. 2026 · AAAI

    Fairness in the Multi-Secretary Problem

    Georgios Papasotiropoulos, Zein Pishbin

    AI (General)

    日本大学: 関与なし(対象大学)

  53. 2026 · AAAI

    Fairness-Aware Design for Contextual Experiments: Guaranteeing Reliability and Equity in Heterogeneous Subgroups

    Guangyan Gan, Ling Zhang, Yanhua Cheng, Yongxiang Tang, Kaiyuan Li, Xialong Liu, Peng Jiang

    AI (General)

    日本大学: 関与なし(対象大学)

  54. 2026 · AAAI

    Faithful in Steps: Improving Generalization and Citation in RAG via Query Decomposition

    Yue Liu, Zhongying Ru, Shimin Di, Jipeng Zhang, Ruiyuan Zhang, Xiaofang Zhou

    AI (General)

    日本大学: 関与なし(対象大学)

  55. 2026 · AAAI

    False Positives Matter: Multidimensional Localization Evaluation and Training-Free Explainable Adversarial Patch Defense

    Lihua Jing, Rui Wang, Jinwen Zhong, Runbo Li, Zixuan Zhu

    AI (General)

    日本大学: 関与なし(対象大学)

  56. 2026 · AAAI

    FantasyHSI: Video-Generation-Centric 4D Human Synthesis in Any Scene Through a Graph-Based Multi-Agent Framework

    Lingzhou Mu, Wang Qiang, Fan Jiang, Mengchao Wang, Mu Xu, Kai Zhang

    AI (General)

    日本大学: 関与なし(対象大学)

  57. 2026 · AAAI

    FantasyStyle: Controllable Stylized Distillation for 3D Gaussian Splatting

    Yitong Yang, Yinglin Wang, Changshuo Wang, Huajie Wang, Shuting He

    AI (General)

    日本大学: 関与なし(対象大学)

  58. 2026 · AAAI

    FantasyTalking2: Timestep-Layer Adaptive Preference Optimization for Audio-Driven Portrait Animation

    Mengchao Wang, Wang Qiang, Fan Jiang, Mu Xu

    AI (General)

    日本大学: 関与なし(対象大学)

  59. 2026 · AAAI

    Fashion Microscope: Pixel-Level Attribute Perception via Optimal Transport and Neural Semantic Aggregation

    Shuili Zhang, Hongzhang Mu, Jiawei Sheng, Qianqian Tong, Wenyuan Zhang, Quangang Li, Tingwen Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  60. 2026 · AAAI

    FashionMAC: Deformation-Free Fashion Image Generation with Fine-Grained Model Appearance Customization

    Rong Zhang, Jinxiao Li, Jingnan Wang, Zhiwen Zuo, Jianfeng Dong, Wei Li, Chi Wang, Weiwei Xu, Xun Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  61. 2026 · AAAI

    Fast Conformal Prediction Using Conditional Interquantile Intervals

    Naixin Guo, Rui Luo, Zhixin Zhou

    AI (General)

    日本大学: 関与なし(対象大学)

  62. 2026 · AAAI

    Fast Guaranteed Robust Local-Smooth Principal Component Separation

    Mingdi Hu, Hailin Wang, Shuaijiang Li, Kexin Shi, Jiangjun Peng

    AI (General)

    日本大学: 関与なし(対象大学)

  63. 2026 · AAAI

    Fast Multi-view Consistent 3D Editing with Video Priors

    Liyi Chen, Ruihuang Li, Guowen Zhang, Pengfei Wang, Lei Zhang

    AI (General)

    日本大学: 関与なし(対象大学)

  64. 2026 · AAAI

    FastAnimate: Towards Learnable Template Construction and Pose Deformation for Fast 3D Human Avatar Animation

    Jian Shu, Nanjie Yao, Gangjian Zhang, Junlong Ren, Yu Feng, Hao Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  65. 2026 · AAAI

    FastDriveVLA: Efficient End-to-End Driving via Plug-and-Play Reconstruction-based Token Pruning

    Jiajun Cao, Qizhe Zhang, Peidong Jia, Xuhui Zhao, Bo Lan, Xiaoan Zhang, Lizhuo, Xiaobao Wei, Sixiang Chen, Liyun Li, Xianming Liu, Ming Lu, Yang Wang, Shanghang Zhang

    AI (General)

    日本大学: 関与なし(対象大学)

  66. 2026 · AAAI

    FastFLUX: Pruning FLUX with Block-wise Replacement and Sandwich Training

    Fuhan Cai, Yong Guo, Jie Li, Wenbo Li, Jian Chen, Xiangzhong Fang

    AI (General)

    日本大学: 関与なし(対象大学)

  67. 2026 · AAAI

    Faster Certified Symmetry Breaking Using Orders with Auxiliary Variables

    Markus Anders, Bart Bogaerts, Benjamin Bogø, Arthur Gontier, Wietze Koops, Ciaran McCreesh, Magnus O. Myreen, Jakob Nordström, Andy Oertel, Adrian Rebola-Pardo, Yong Kiam Tan

    AI (General)

    日本大学: 関与なし(対象大学)

  68. 2026 · AAAI

    Faster Game Solving via Asymmetry of Step Sizes

    Linjian Meng, Tianpei Yang, Youzhi Zhang, Zhenxing Ge, Yang Gao

    AI (General)

    日本大学: 関与なし(対象大学)

  69. 2026 · AAAI

    Faster Game Solving via Hyperparameter Schedules

    Naifeng Zhang, Stephen Marcus McAleer, Tuomas Sandholm

    AI (General)

    日本大学: 関与なし(対象大学)

  70. 2026 · AAAI

    Faster Symmetry Breaking Constraints for Abstract Structures

    Özgür Akgün, Mun See Chang, Ian P. Gent, Christopher Jefferson

    AI (General)

    日本大学: 関与なし(対象大学)

  71. 2026 · AAAI

    Fault Diagnosis of Irregular Sequences by Adjoint Learning in Continuous-Time Model Space

    Xiren Zhou, Chuyang Wei, Ao Chen, Shikang Liu, Xiangyu Wang, Huanhuan Chen

    AI (General)

    日本大学: 関与なし(対象大学)

  72. 2026 · AAAI

    FeTS: A Feature-Aware Framework for Time Series Forecasting

    Le Wang, Jianyong Chen, Songbai Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  73. 2026 · AAAI

    Feature Attribution for Human Sensing with Radio Signals

    Shuokang Huang, Julie McCann

    AI (General)

    日本大学: 関与なし(対象大学)

  74. 2026 · AAAI

    Feature Integration Spaces: Joint Training Reveals Dual Encoding in Neural Network Representations

    Omar Claflin

    AI (General)

    日本大学: 関与なし(対象大学)

  75. 2026 · AAAI

    Feature-Aware One-Shot Federated Learning via Hierarchical Token Sequences

    Shudong Liu, Hanwen Zhang, Xiuling Wang, Yuesheng Zhu, Guibo Luo

    AI (General)

    日本大学: 関与なし(対象大学)

  76. 2026 · AAAI

    Feature-Centric Unsupervised Node Representation Learning Without Homophily Assumption

    Sunwoo Kim, Soo Yong Lee, Kyungho Kim, Hyunjin Hwang, Jaemin Yoo, Kijung Shin

    AI (General)

    日本大学: 関与なし(対象大学)

  77. 2026 · AAAI

    FedALT: Federated Fine-Tuning Through Adaptive Local Training with Rest-of-World LoRA

    Jieming Bian, Lei Wang, Letian Zhang, Jie Xu

    AI (General)

    日本大学: 関与なし(対象大学)

  78. 2026 · AAAI

    FedARKS: Federated Aggregation via Robust and Discriminative Knowledge Selection and Integration for Person Re-identification

    Xin Xu, Binchang Ma, Zhixi Yu, Wei Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  79. 2026 · AAAI

    FedAU2: Attribute Unlearning for User-Level Federated Recommender Systems with Adaptive and Robust Adversarial Training

    Yuyuan Li, Junjie Fang, Fengyuan Yu, Xichun Sheng, Tianyu Du, Xuyang Teng, Shaowei Jiang, Linbo Jiang, Jianan Lin, Chaochao Chen

    AI (General)

    日本大学: 関与なし(対象大学)

  80. 2026 · AAAI

    FedAdamW: A Communication-Efficient Optimizer with Convergence and Generalization Guarantees for Federated Large Models

    Junkang Liu, Fanhua Shang, Hongying Liu, Yuxuan Tian, Yuanyuan Liu, Jin Liu, Kewen Zhu, Zhouchen Lin

    AI (General)

    日本大学: 関与なし(対象大学)

  81. 2026 · AAAI

    FedBRICK: Structural Bias Aware Heterogeneous Foundation Model Federated Tuning

    Yuhang Zhang, Xianda Wang, Wei Sun, Jiaxuan Chen, Fangxin Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  82. 2026 · AAAI

    FedCD: Towards Consolidated Distillation for Heterogeneous Federated Learning

    Yichen Li, Hang Su, Huifa Li, Haolin Yang, Xinlin Zhuang, Haochen Xue, Haozhao Wang, Imran Razzak

    AI (General)

    日本大学: 関与なし(対象大学)

  83. 2026 · AAAI

    FedCure: Mitigating Participation Bias in Semi-Asynchronous Federated Learning with Non-IID Data

    Yue Chen, Jianfeng Lu, Shuqin Cao, Wei Wang, Gang Li, Guanghui Wen

    AI (General)

    日本大学: 関与なし(対象大学)

  84. 2026 · AAAI

    FedDNA: DNA Sequence Reconstruction via Deep Evidential Learning and Personalized Federated Aggregation

    Haiyan Lin, Qi Shen, Fei Zhu, Zixuan Qin, Liu Yang, Yuping Duan

    AI (General)

    日本大学: 関与なし(対象大学)

  85. 2026 · AAAI

    FedGRPO: Privately Optimizing Foundation Models with Group-Relative Rewards from Domain Clients

    Gongxi Zhu, Hanlin Gu, Lixin Fan, Qiang Yang, Yuxing Han

    AI (General)

    日本大学: 関与なし(対象大学)

  86. 2026 · AAAI

    FedLAGC: Towards High Performance System-Heterogeneous Federated Learning via Layer-Adaptive Submodel Extraction and Gradient Correction

    Qing Hu, Tianchi Liao, Shuyi Wu, Lei Yang, Chuan Chen

    AI (General)

    日本大学: 関与なし(対象大学)

  87. 2026 · AAAI

    FedMerge: Federated Model Merging for Personalization

    Shutong Chen, Tianyi Zhou, Guodong Long, Jing Jiang, Chengqi Zhang

    AI (General)

    日本大学: 関与なし(対象大学)

  88. 2026 · AAAI

    FedPKDA: Personalized Federated Learning with Privacy-Preserving Knowledge Dynamic Alignment

    Moxuan Zeng, Wenxuan Tu, Yuanyi Chen, Yiying Wang, Miao Yu, Xiangyan Tang, Jieren Cheng

    AI (General)

    日本大学: 関与なし(対象大学)

  89. 2026 · AAAI

    FedPM: Federated Learning Using Second-order Optimization with Preconditioned Mixing of Local Parameters

    Hiro Ishii, Kenta Niwa, Hiroshi Sawada, Akinori Fujino, Noboru Harada, Rio Yokota

    AI (General)

    日本大学: 東京科学大学

  90. 2026 · AAAI

    FedP²EFT: Federated Learning to Personalize PEFT for Multilingual LLMs

    Royson Lee, Minyoung Kim, Fady Rezk, Rui Li, Stylianos I. Venieris, Timothy Hospedales

    AI (General)

    日本大学: 関与なし(対象大学)

  91. 2026 · AAAI

    FedRNC: Addressing Spatio-Temporal Label Misalignment in Federated Noisy Class-Incremental Learning

    Xingwei Huang, Zhaobin Sun, Junjie Shi, Xin Yang, Zengqiang Yan

    AI (General)

    日本大学: 関与なし(対象大学)

  92. 2026 · AAAI

    FedSDA: Federated Stain Distribution Alignment for Non-IID Histopathological Image Classification

    Cheng-Chang Tsai, Kai-Wen Cheng, Chun-Shien Lu

    AI (General)

    日本大学: 関与なし(対象大学)

  93. 2026 · AAAI

    FedSDWC: Federated Synergistic Dual-Representation Weak Causal Learning for OOD

    Zhenyuan Huang, Hui Zhang, Wenzhong Tang, Haijun Yang

    AI (General)

    日本大学: 関与なし(対象大学)

  94. 2026 · AAAI

    FedSEA-LLaMA: A Secure, Efficient and Adaptive Federated Splitting Framework for Large Language Models

    Zishuai Zhang, Hainan Zhang, Weihua Li, Qinnan Zhang, Jin Dong, Yongxin Tong, Zhiming Zheng

    AI (General)

    日本大学: 関与なし(対象大学)

  95. 2026 · AAAI

    FedShard: Federated Unlearning with Efficiency Fairness and Performance Fairness

    Siyuan Wen, Meng Zhang, Yang Yang, Ningning Ding

    AI (General)

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  98. 2026 · AAAI

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  100. 2026 · AAAI

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    AI (General)

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