Conferences · eligible papers

AAAI

2021–2025 確定版

AAAI 公式サイト ↗

AI (General)

2024 · 2,331 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. 2024 · AAAI

    Envy-Free House Allocation under Uncertain Preferences

    Haris Aziz, Isaiah Iliffe, Bo Li, Angus Ritossa, Ankang Sun, Mashbat Suzuki

    AI (General)

    日本大学: 関与なし(対象大学)

  2. 2024 · AAAI

    Episodic Return Decomposition by Difference of Implicitly Assigned Sub-trajectory Reward

    Haoxin Lin, Hongqiu Wu, Jiaji Zhang, Yihao Sun, Junyin Ye, Yang Yu

    AI (General)

    日本大学: 関与なし(対象大学)

  3. 2024 · AAAI

    Equity-Transformer: Solving NP-Hard Min-Max Routing Problems as Sequential Generation with Equity Context

    Jiwoo Son, Minsu Kim, Sanghyeok Choi, Hyeonah Kim, Jinkyoo Park

    AI (General)

    日本大学: 関与なし(対象大学)

  4. 2024 · AAAI

    EulerMormer: Robust Eulerian Motion Magnification via Dynamic Filtering within Transformer

    Fei Wang, Dan Guo, Kun Li, Meng Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  5. 2024 · AAAI

    Evaluate Geometry of Radiance Fields with Low-Frequency Color Prior

    Qihang Fang, Yafei Song, Keqiang Li, Li Shen, Huaiyu Wu, Gang Xiong, Liefeng Bo

    AI (General)

    日本大学: 関与なし(対象大学)

  6. 2024 · AAAI

    Every Node Is Different: Dynamically Fusing Self-Supervised Tasks for Attributed Graph Clustering

    Pengfei Zhu, Qian Wang, Yu Wang, Jialu Li, Qinghua Hu

    AI (General)

    日本大学: 関与なし(対象大学)

  7. 2024 · AAAI

    Everything2Motion: Synchronizing Diverse Inputs via a Unified Framework for Human Motion Synthesis

    Zhaoxin Fan, Longbin Ji, Pengxin Xu, Fan Shen, Kai Chen

    AI (General)

    日本大学: 関与なし(対象大学)

  8. 2024 · AAAI

    Evidential Uncertainty-Guided Mitochondria Segmentation for 3D EM Images

    Ruohua Shi, Lingyu Duan, Tiejun Huang, Tingting Jiang

    AI (General)

    日本大学: 関与なし(対象大学)

  9. 2024 · AAAI

    Evolving Parameterized Prompt Memory for Continual Learning

    Muhammad Rifki Kurniawan, Xiang Song, Zhiheng Ma, Yuhang He, Yihong Gong, Yang Qi, Xing Wei

    AI (General)

    日本大学: 関与なし(対象大学)

  10. 2024 · AAAI

    Exact ASP Counting with Compact Encodings

    Mohimenul Kabir, Supratik Chakraborty, Kuldeep S. Meel

    AI (General)

    日本大学: 関与なし(対象大学)

  11. 2024 · AAAI

    Exact Algorithms and Lowerbounds for Multiagent Path Finding: Power of Treelike Topology

    Foivos Fioravantes, Dušan Knop, Jan Matyáš Křištan, Nikolaos Melissinos, Michal Opler

    AI (General)

    日本大学: 関与なし(対象大学)

  12. 2024 · AAAI

    Exact Inference for Continuous-Time Gaussian Process Dynamics

    Katharina Ensinger, Nicholas Tagliapietra, Sebastian Ziesche, Sebastian Trimpe

    AI (General)

    日本大学: 関与なし(対象大学)

  13. 2024 · AAAI

    Exact Policy Recovery in Offline RL with Both Heavy-Tailed Rewards and Data Corruption

    Yiding Chen, Xuezhou Zhang, Qiaomin Xie, Xiaojin Zhu

    AI (General)

    日本大学: 関与なし(対象大学)

  14. 2024 · AAAI

    Exact, Fast and Expressive Poisson Point Processes via Squared Neural Families

    Russell Tsuchida, Cheng Soon Ong, Dino Sejdinovic

    AI (General)

    日本大学: 関与なし(対象大学)

  15. 2024 · AAAI

    Existence Is Chaos: Enhancing 3D Human Motion Prediction with Uncertainty Consideration

    Zhihao Wang, Yulin Zhou, Ningyu Zhang, Xiaosong Yang, Jun Xiao, Zhao Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  16. 2024 · AAAI

    ExpCLIP: Bridging Text and Facial Expressions via Semantic Alignment

    Yicheng Zhong, Huawei Wei, Peiji Yang, Zhisheng Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  17. 2024 · AAAI

    Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization

    Jiyoung Kim, Kyuhong Shim, Insu Lee, Byonghyo Shim

    AI (General)

    日本大学: 関与なし(対象大学)

  18. 2024 · AAAI

    ExpeL: LLM Agents Are Experiential Learners

    Andrew Zhao, Daniel Huang, Quentin Xu, Matthieu Lin, Yong-Jin Liu, Gao Huang

    AI (General)

    日本大学: 関与なし(対象大学)

  19. 2024 · AAAI

    Expediting Contrastive Language-Image Pretraining via Self-Distilled Encoders

    Bumsoo Kim, Jinhyung Kim, Yeonsik Jo, Seung Hwan Kim

    AI (General)

    日本大学: 関与なし(対象大学)

  20. 2024 · AAAI

    Explainable Origin-Destination Crowd Flow Interpolation via Variational Multi-Modal Recurrent Graph Auto-Encoder

    Qiang Zhou, Xinjiang Lu, Jingjing Gu, Zhe Zheng, Bo Jin, Jingbo Zhou

    AI (General)

    日本大学: 関与なし(対象大学)

  21. 2024 · AAAI

    Explaining Generalization Power of a DNN Using Interactive Concepts

    Huilin Zhou, Hao Zhang, Huiqi Deng, Dongrui Liu, Wen Shen, Shih-Han Chan, Quanshi Zhang

    AI (General)

    日本大学: 関与なし(対象大学)

  22. 2024 · AAAI

    Explaining Reinforcement Learning Agents through Counterfactual Action Outcomes

    Yotam Amitai, Yael Septon, Ofra Amir

    AI (General)

    日本大学: 関与なし(対象大学)

  23. 2024 · AAAI

    Explicit Visual Prompts for Visual Object Tracking

    Liangtao Shi, Bineng Zhong, Qihua Liang, Ning Li, Shengping Zhang, Xianxian Li

    AI (General)

    日本大学: 関与なし(対象大学)

  24. 2024 · AAAI

    Explicitly Perceiving and Preserving the Local Geometric Structures for 3D Point Cloud Attack

    Daizong Liu, Wei Hu

    AI (General)

    日本大学: 関与なし(対象大学)

  25. 2024 · AAAI

    Exploiting Auxiliary Caption for Video Grounding

    Hongxiang Li, Meng Cao, Xuxin Cheng, Yaowei Li, Zhihong Zhu, Yuexian Zou

    AI (General)

    日本大学: 関与なし(対象大学)

  26. 2024 · AAAI

    Exploiting Discrepancy in Feature Statistic for Out-of-Distribution Detection

    Xiaoyuan Guan, Jiankang Chen, Shenshen Bu, Yuren Zhou, Wei-Shi Zheng, Ruixuan Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  27. 2024 · AAAI

    Exploiting Geometry for Treatment Effect Estimation via Optimal Transport

    Yuguang Yan, Zeqin Yang, Weilin Chen, Ruichu Cai, Zhifeng Hao, Michael Kwok-Po Ng

    AI (General)

    日本大学: 関与なし(対象大学)

  28. 2024 · AAAI

    Exploiting Label Skews in Federated Learning with Model Concatenation

    Yiqun Diao, Qinbin Li, Bingsheng He

    AI (General)

    日本大学: 関与なし(対象大学)

  29. 2024 · AAAI

    Exploiting Polarized Material Cues for Robust Car Detection

    Wen Dong, Haiyang Mei, Ziqi Wei, Ao Jin, Sen Qiu, Qiang Zhang, Xin Yang

    AI (General)

    日本大学: 関与なし(対象大学)

  30. 2024 · AAAI

    Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN Training

    Xi Chen, Chang Gao, Zuowen Wang, Longbiao Cheng, Sheng Zhou, Shih-Chii Liu, Tobi Delbruck

    AI (General)

    日本大学: 関与なし(対象大学)

  31. 2024 · AAAI

    Exploiting the Social-Like Prior in Transformer for Visual Reasoning

    Yudong Han, Yupeng Hu, Xuemeng Song, Haoyu Tang, Mingzhu Xu, Liqiang Nie

    AI (General)

    日本大学: 関与なし(対象大学)

  32. 2024 · AAAI

    Explore 3D Dance Generation via Reward Model from Automatically-Ranked Demonstrations

    Zilin Wang, Haolin Zhuang, Lu Li, Yinmin Zhang, Junjie Zhong, Jun Chen, Yu Yang, Boshi Tang, Zhiyong Wu

    AI (General)

    日本大学: 早稲田大学

  33. 2024 · AAAI

    Exploring Base-Class Suppression with Prior Guidance for Bias-Free One-Shot Object Detection

    Wenwen Zhang, Yun Hu, Hangguan Shan, Eryun Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  34. 2024 · AAAI

    Exploring Channel-Aware Typical Features for Out-of-Distribution Detection

    Rundong He, Yue Yuan, Zhongyi Han, Fan Wang, Wan Su, Yilong Yin, Tongliang Liu, Yongshun Gong

    AI (General)

    日本大学: 関与なし(対象大学)

  35. 2024 · AAAI

    Exploring Diverse Representations for Open Set Recognition

    Yu Wang, Junxian Mu, Pengfei Zhu, Qinghua Hu

    AI (General)

    日本大学: 関与なし(対象大学)

  36. 2024 · AAAI

    Exploring Domain Incremental Video Highlights Detection with the LiveFood Benchmark

    Sen Pei, Shixiong Xu, Xiaojie Jin

    AI (General)

    日本大学: 関与なし(対象大学)

  37. 2024 · AAAI

    Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models

    Dingzirui Wang, Longxu Dou, Wenbin Zhang, Junyu Zeng, Wanxiang Che

    AI (General)

    日本大学: 関与なし(対象大学)

  38. 2024 · AAAI

    Exploring Gradient Explosion in Generative Adversarial Imitation Learning: A Probabilistic Perspective

    Wanying Wang, Yichen Zhu, Yirui Zhou, Chaomin Shen, Jian Tang, Zhiyuan Xu, Yaxin Peng, Yangchun Zhang

    AI (General)

    日本大学: 関与なし(対象大学)

  39. 2024 · AAAI

    Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations

    Likang Wu, Zhaopeng Qiu, Zhi Zheng, Hengshu Zhu, Enhong Chen

    AI (General)

    日本大学: 関与なし(対象大学)

  40. 2024 · AAAI

    Exploring One-Shot Semi-supervised Federated Learning with Pre-trained Diffusion Models

    Mingzhao Yang, Shangchao Su, Bin Li, Xiangyang Xue

    AI (General)

    日本大学: 関与なし(対象大学)

  41. 2024 · AAAI

    Exploring Post-training Quantization in LLMs from Comprehensive Study to Low Rank Compensation

    Zhewei Yao, Xiaoxia Wu, Cheng Li, Stephen Youn, Yuxiong He

    AI (General)

    日本大学: 関与なし(対象大学)

  42. 2024 · AAAI

    Exploring Self- and Cross-Triplet Correlations for Human-Object Interaction Detection

    Weibo Jiang, Weihong Ren, Jiandong Tian, Liangqiong Qu, Zhiyong Wang, Honghai Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  43. 2024 · AAAI

    Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction

    Senqiao Yang, Jiarui Wu, Jiaming Liu, Xiaoqi Li, Qizhe Zhang, Mingjie Pan, Yulu Gan, Zehui Chen, Shanghang Zhang

    AI (General)

    日本大学: 関与なし(対象大学)

  44. 2024 · AAAI

    Exploring Temporal Feature Correlation for Efficient and Stable Video Semantic Segmentation

    Matthieu Lin, Jenny Sheng, Yubin Hu, Yangguang Li, Lu Qi, Andrew Zhao, Gao Huang, Yong-Jin Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  45. 2024 · AAAI

    Exploring Transformer Extrapolation

    Zhen Qin, Yiran Zhong, Hui Deng

    AI (General)

    日本大学: 関与なし(対象大学)

  46. 2024 · AAAI

    Exponential Hardness of Optimization from the Locality in Quantum Neural Networks

    Hao-Kai Zhang, Chengkai Zhu, Geng Liu, Xin Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  47. 2024 · AAAI

    Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection

    Zhongjie Ba, Qingyu Liu, Zhenguang Liu, Shuang Wu, Feng Lin, Li Lu, Kui Ren

    AI (General)

    日本大学: 関与なし(対象大学)

  48. 2024 · AAAI

    Expressive Forecasting of 3D Whole-Body Human Motions

    Pengxiang Ding, Qiongjie Cui, Haofan Wang, Min Zhang, Mengyuan Liu, Donglin Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  49. 2024 · AAAI

    Expressive Multi-Agent Communication via Identity-Aware Learning

    Wei Du, Shifei Ding, Lili Guo, Jian Zhang, Ling Ding

    AI (General)

    日本大学: 関与なし(対象大学)

  50. 2024 · AAAI

    FACL-Attack: Frequency-Aware Contrastive Learning for Transferable Adversarial Attacks

    Hunmin Yang, Jongoh Jeong, Kuk-Jin Yoon

    AI (General)

    日本大学: 関与なし(対象大学)

  51. 2024 · AAAI

    FAVOR: Full-Body AR-Driven Virtual Object Rearrangement Guided by Instruction Text

    Kailin Li, Lixin Yang, Zenan Lin, Jian Xu, Xinyu Zhan, Yifei Zhao, Pengxiang Zhu, Wenxiong Kang, Kejian Wu, Cewu Lu

    AI (General)

    日本大学: 関与なし(対象大学)

  52. 2024 · AAAI

    FD3D: Exploiting Foreground Depth Map for Feature-Supervised Monocular 3D Object Detection

    Zizhang Wu, Yuanzhu Gan, Yunzhe Wu, Ruihao Wang, Xiaoquan Wang, Jian Pu

    AI (General)

    日本大学: 関与なし(対象大学)

  53. 2024 · AAAI

    FFT-Based Dynamic Token Mixer for Vision

    Yuki Tatsunami, Masato Taki

    AI (General)

    日本大学: 立教大学

  54. 2024 · AAAI

    FG-EmoTalk: Talking Head Video Generation with Fine-Grained Controllable Facial Expressions

    Zhaoxu Sun, Yuze Xuan, Fang Liu, Yang Xiang

    AI (General)

    日本大学: 関与なし(対象大学)

  55. 2024 · AAAI

    FLAME: A Small Language Model for Spreadsheet Formulas

    Harshit Joshi, Abishai Ebenezer, José Cambronero Sanchez, Sumit Gulwani, Aditya Kanade, Vu Le, Ivan Radiček, Gust Verbruggen

    AI (General)

    日本大学: 関与なし(対象大学)

  56. 2024 · AAAI

    FM-OV3D: Foundation Model-Based Cross-Modal Knowledge Blending for Open-Vocabulary 3D Detection

    Dongmei Zhang, Chang Li, Renrui Zhang, Shenghao Xie, Wei Xue, Xiaodong Xie, Shanghang Zhang

    AI (General)

    日本大学: 関与なし(対象大学)

  57. 2024 · AAAI

    FMRNet: Image Deraining via Frequency Mutual Revision

    Kui Jiang, Junjun Jiang, Xianming Liu, Xin Xu, Xianzheng Ma

    AI (General)

    日本大学: 関与なし(対象大学)

  58. 2024 · AAAI

    FPRF: Feed-Forward Photorealistic Style Transfer of Large-Scale 3D Neural Radiance Fields

    GeonU Kim, Kim Youwang, Tae-Hyun Oh

    AI (General)

    日本大学: 関与なし(対象大学)

  59. 2024 · AAAI

    FRED: Towards a Full Rotation-Equivariance in Aerial Image Object Detection

    Chanho Lee, Jinsu Son, Hyounguk Shon, Yunho Jeon, Junmo Kim

    AI (General)

    日本大学: 関与なし(対象大学)

  60. 2024 · AAAI

    FRIH: Fine-Grained Region-Aware Image Harmonization

    Jinlong Peng, Zekun Luo, Liang Liu, Boshen Zhang

    AI (General)

    日本大学: 関与なし(対象大学)

  61. 2024 · AAAI

    FT-GAN: Fine-Grained Tune Modeling for Chinese Opera Synthesis

    Meizhen Zheng, Peng Bai, Xiaodong Shi, Xun Zhou, Yiting Yan

    AI (General)

    日本大学: 関与なし(対象大学)

  62. 2024 · AAAI

    FaceCoresetNet: Differentiable Coresets for Face Set Recognition

    Gil Shapira, Yosi Keller

    AI (General)

    日本大学: 関与なし(対象大学)

  63. 2024 · AAAI

    FaceRSA: RSA-Aware Facial Identity Cryptography Framework

    Zhongyi Zhang, Tianyi Wei, Wenbo Zhou, Hanqing Zhao, Weiming Zhang, Nenghai Yu

    AI (General)

    日本大学: 関与なし(対象大学)

  64. 2024 · AAAI

    FacetCRS: Multi-Faceted Preference Learning for Pricking Filter Bubbles in Conversational Recommender System

    Yongsen Zheng, Ziliang Chen, Jinghui Qin, Liang Lin

    AI (General)

    日本大学: 関与なし(対象大学)

  65. 2024 · AAAI

    Fact-Driven Logical Reasoning for Machine Reading Comprehension

    Siru Ouyang, Zhuosheng Zhang, Hai Zhao

    AI (General)

    日本大学: 関与なし(対象大学)

  66. 2024 · AAAI

    Factored Online Planning in Many-Agent POMDPs

    Maris F. L. Galesloot, Thiago D. Simão, Sebastian Junges, Nils Jansen

    AI (General)

    日本大学: 関与なし(対象大学)

  67. 2024 · AAAI

    Factorized Diffusion Autoencoder for Unsupervised Disentangled Representation Learning

    Ancong Wu, Wei-Shi Zheng

    AI (General)

    日本大学: 関与なし(対象大学)

  68. 2024 · AAAI

    Factorized Explainer for Graph Neural Networks

    Rundong Huang, Farhad Shirani, Dongsheng Luo

    AI (General)

    日本大学: 関与なし(対象大学)

  69. 2024 · AAAI

    Fair Allocation of Items in Multiple Regions

    Houyu Zhou, Tianze Wei, Biaoshuai Tao, Minming Li

    AI (General)

    日本大学: 関与なし(対象大学)

  70. 2024 · AAAI

    Fair Lotteries for Participatory Budgeting

    Haris Aziz, Xinhang Lu, Mashbat Suzuki, Jeremy Vollen, Toby Walsh

    AI (General)

    日本大学: 関与なし(対象大学)

  71. 2024 · AAAI

    Fair Participation via Sequential Policies

    Reilly Raab, Ross Boczar, Maryam Fazel, Yang Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  72. 2024 · AAAI

    FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization

    Cheng Yang, Jixi Liu, Yunhe Yan, Chuan Shi

    AI (General)

    日本大学: 関与なし(対象大学)

  73. 2024 · AAAI

    FairTrade: Achieving Pareto-Optimal Trade-Offs between Balanced Accuracy and Fairness in Federated Learning

    Maryam Badar, Sandipan Sikdar, Wolfgang Nejdl, Marco Fisichella

    AI (General)

    日本大学: 関与なし(対象大学)

  74. 2024 · AAAI

    FairWASP: Fast and Optimal Fair Wasserstein Pre-processing

    Zikai Xiong, Niccolò Dalmasso, Alan Mishler, Vamsi K. Potluru, Tucker Balch, Manuela Veloso

    AI (General)

    日本大学: 関与なし(対象大学)

  75. 2024 · AAAI

    Fairness under Covariate Shift: Improving Fairness-Accuracy Tradeoff with Few Unlabeled Test Samples

    Shreyas Havaldar, Jatin Chauhan, Karthikeyan Shanmugam, Jay Nandy, Aravindan Raghuveer

    AI (General)

    日本大学: 関与なし(対象大学)

  76. 2024 · AAAI

    Fairness without Demographics through Shared Latent Space-Based Debiasing

    Rashidul Islam, Huiyuan Chen, Yiwei Cai

    AI (General)

    日本大学: 関与なし(対象大学)

  77. 2024 · AAAI

    Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals

    Patrick Altmeyer, Mojtaba Farmanbar, Arie van Deursen, Cynthia C. S. Liem

    AI (General)

    日本大学: 関与なし(対象大学)

  78. 2024 · AAAI

    Far3D: Expanding the Horizon for Surround-View 3D Object Detection

    Xiaohui Jiang, Shuailin Li, Yingfei Liu, Shihao Wang, Fan Jia, Tiancai Wang, Lijin Han, Xiangyu Zhang

    AI (General)

    日本大学: 関与なし(対象大学)

  79. 2024 · AAAI

    FashionERN: Enhance-and-Refine Network for Composed Fashion Image Retrieval

    Yanzhe Chen, Huasong Zhong, Xiangteng He, Yuxin Peng, Jiahuan Zhou, Lele Cheng

    AI (General)

    日本大学: 関与なし(対象大学)

  80. 2024 · AAAI

    Fast Inter-frame Motion Prediction for Compressed Dynamic Point Cloud Attribute Enhancement

    Wang Liu, Wei Gao, Xingming Mu

    AI (General)

    日本大学: 関与なし(対象大学)

  81. 2024 · AAAI

    Fast Machine Unlearning without Retraining through Selective Synaptic Dampening

    Jack Foster, Stefan Schoepf, Alexandra Brintrup

    AI (General)

    日本大学: 関与なし(対象大学)

  82. 2024 · AAAI

    Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes

    Ruihao Gong, Yang Yong, Zining Wang, Jinyang Guo, Xiuying Wei, Yuqing Ma, Xianglong Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  83. 2024 · AAAI

    Faster Stochastic Variance Reduction Methods for Compositional MiniMax Optimization

    Jin Liu, Xiaokang Pan, Junwen Duan, Hong-Dong Li, Youqi Li, Zhe Qu

    AI (General)

    日本大学: 関与なし(対象大学)

  84. 2024 · AAAI

    FeatWalk: Enhancing Few-Shot Classification through Local View Leveraging

    Dalong Chen, Jianjia Zhang, Wei-Shi Zheng, Ruixuan Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  85. 2024 · AAAI

    Feature Distribution Matching by Optimal Transport for Effective and Robust Coreset Selection

    Weiwei Xiao, Yongyong Chen, Qiben Shan, Yaowei Wang, Jingyong Su

    AI (General)

    日本大学: 関与なし(対象大学)

  86. 2024 · AAAI

    Feature Fusion from Head to Tail for Long-Tailed Visual Recognition

    Mengke Li, Zhikai HU, Yang Lu, Weichao Lan, Yiu-ming Cheung, Hui Huang

    AI (General)

    日本大学: 関与なし(対象大学)

  87. 2024 · AAAI

    Feature Transportation Improves Graph Neural Networks

    Moshe Eliasof, Eldad Haber, Eran Treister

    AI (General)

    日本大学: 関与なし(対象大学)

  88. 2024 · AAAI

    Fed-QSSL: A Framework for Personalized Federated Learning under Bitwidth and Data Heterogeneity

    Yiyue Chen, Haris Vikalo, Chianing Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  89. 2024 · AAAI

    FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise

    Nannan Wu, Zhaobin Sun, Zengqiang Yan, Li Yu

    AI (General)

    日本大学: 関与なし(対象大学)

  90. 2024 · AAAI

    FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update

    Ji Liu, Juncheng Jia, Tianshi Che, Chao Huo, Jiaxiang Ren, Yang Zhou, Huaiyu Dai, Dejing Dou

    AI (General)

    日本大学: 関与なし(対象大学)

  91. 2024 · AAAI

    FedCD: Federated Semi-Supervised Learning with Class Awareness Balance via Dual Teachers

    Yuzhi Liu, Huisi Wu, Jing Qin

    AI (General)

    日本大学: 関与なし(対象大学)

  92. 2024 · AAAI

    FedCSL: A Scalable and Accurate Approach to Federated Causal Structure Learning

    Xianjie Guo, Kui Yu, Lin Liu, Jiuyong Li

    AI (General)

    日本大学: 関与なし(対象大学)

  93. 2024 · AAAI

    FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants

    Shanli Tan, Hao Cheng, Xiaohu Wu, Han Yu, Tiantian He, Yew Soon Ong, Chongjun Wang, Xiaofeng Tao

    AI (General)

    日本大学: 関与なし(対象大学)

  94. 2024 · AAAI

    FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning

    Haokun Chen, Yao Zhang, Denis Krompass, Jindong Gu, Volker Tresp

    AI (General)

    日本大学: 関与なし(対象大学)

  95. 2024 · AAAI

    FedDiv: Collaborative Noise Filtering for Federated Learning with Noisy Labels

    Jichang Li, Guanbin Li, Hui Cheng, Zicheng Liao, Yizhou Yu

    AI (General)

    日本大学: 関与なし(対象大学)

  96. 2024 · AAAI

    FedFixer: Mitigating Heterogeneous Label Noise in Federated Learning

    Xinyuan Ji, Zhaowei Zhu, Wei Xi, Olga Gadyatskaya, Zilong Song, Yong Cai, Yang Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  97. 2024 · AAAI

    FedGCR: Achieving Performance and Fairness for Federated Learning with Distinct Client Types via Group Customization and Reweighting

    Shu-Ling Cheng, Chin-Yuan Yeh, Ting-An Chen, Eliana Pastor, Ming-Syan Chen

    AI (General)

    日本大学: 関与なし(対象大学)

  98. 2024 · AAAI

    FedLF: Layer-Wise Fair Federated Learning

    Zibin Pan, Chi Li, Fangchen Yu, Shuyi Wang, Haijin Wang, Xiaoying Tang, Junhua Zhao

    AI (General)

    日本大学: 関与なし(対象大学)

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