会议文集


文集名AAAI Technical Tracks (Machine Learning II)
会议名39th AAAI Conference on Artificial Intelligence (AAAI-25), 37th Conference on Innovative Applications of Artificial Intelligence (IAAI-25), 15th Symposium on Educational Advances in Artificial Intelligence (EAAI-25)
中译名《第三十九届AAAI人工智能会议，第三十七届人工智能创新应用会议，第十五届人工智能教育进展讨论会，卷16-2》
机构Association for the Advancement of Artificial Intelligence (AAAI)
会议日期25 February - 4 March 2025
会议地点Philadelphia, Pennsylvania, USA
出版年2025
馆藏号358204


题名作者出版年
Exploring Vacant Classes in Label-Skewed Federated LearningKuangpu Guo; Yuhe Ding; Jian Liang; Zilei Wang; Ran He; Tieniu Tan2025
A New Federated Learning Framework Against Gradient Inversion AttacksPengxin Guo; Shuang Zeng; Wenhao Chen; Xiaodan Zhang; Weihong Ren; Yuyin Zhou; Liangqiong Qu2025
Federated Causally Invariant Feature LearningXianjie Guo; Kui Yu; Lizhen Cui; Han Yu; Xiaoxiao Li2025
Bridging the Gap for Test-Time Multimodal Sentiment AnalysisZirun Guo; Tao Jin; Wenlong Xu; Wang Lin; Yangyang Wu2025
A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal AdapterZirun Guo; Xize Cheng; Yangyang Wu; Tao Jin2025
CFDM: Contrastive Fusion and Disambiguation for Multi-View Partial-Label LearningQiuru Hai; Yongjian Deng; Yuena Lin; Zheng Li; Zhen Yang; Gengyu Lyu2025
Who's the (Multi-)Fairest of Them All: Rethinking Interpolation-Based Data Augmentation Through the Lens of MulticalibrationKarina Halevy; Karly Hou; Charumathi Badrinath2025
Diffusion Model Patching via Mixture-of-PromptsSeokil Ham; Sangmin Woo; Jin-Young Kim; Hyojun Go; Byeongjun Park; Changick Kim2025
RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised LearningHaorong Han; Jidong Yuan; Chixuan Wei; Zhongyang Yu2025
DrugHash: Hashing Based Contrastive Learning for Virtual ScreeningJin Han; Yun Hong; Wu-Jun Li2025
Scalable Acceleration for Classification-Based Derivative-Free OptimizationTianyi Han; Jingya Li; Zhipeng Guo; Yuan Jin2025
Content-Aware Balanced Spectrum Encoding in Masked Modeling for Time Series ClassificationYudong Han; Haocong Wang; Yupeng Hu; Yongshun Gong; Xuemeng Song; Weili Guan2025
Uncertainty-Aware Global-View Reconstruction for Multi-View Multi-Label Feature SelectionPingting Hao; Kunpeng Liu; Wanfu Gao2025
DCHM: Dynamic Collaboration of Heterogeneous Models Through Isomerism Learning in a Blockchain-Powered Federated Learning FrameworkZhihao Hao; Bob Zhang; Haisheng Li2025
FedAA: A Reinforcement Learning Perspective on Adaptive Aggregation for Fair and Robust Federated LearningJialuo He; Wei Chen; Xiaojin Zhang2025
Geolocation Representation from Large Language Models are Generic Enhancers for Spatio-Temporal LearningJunlin He; Tong Nie; Wei Ma2025
GLAM: Global-Local Variation Awareness in Mamba-based World ModelQian He; Wenqi Liang; Chunhui Hao; Gan Sun; Jiandong Tian2025
Gradient-Based Sample Selection for Black-Box Universal Domain AdaptationQiuyan He; Minghua Deng2025
MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image SynthesisWanggui He; Siming Fu; Mushui Liu; Xierui Wang; Wenyi Xiao; Fangxun Shu; Yi Wang; Lei Zhang; Zhelun Yu; Haoyuan Li; Ziwei Huang; Leilei Gan; Hao Jiang2025
Target Semantics Clustering via Text Representations for Robust Universal Domain AdaptationWeinan He; Zilei Wang; Yixin Zhang2025
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