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• A Unifying Information-theoretic Perspective on Evaluating Generative Models

  Alexis Fox, Samarth Swarup, Abhijin Adiga

  16630-16638

  2025-04-11

• Frequency-Masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning

  En Fu, Yanyan Hu

  16639-16647

  2025-04-11

• Beyond Federated Prototype Learning: Learnable Semantic Anchors with Hyperspherical Contrast for Domain-Skewed Data

  Lele Fu, Sheng Huang, Yanyi Lai, Tianchi Liao, Chuanfu Zhang, Chuan Chen

  16648-16656

  2025-04-11

• Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning

  Xingbo Fu, Zihan Chen, Yinhan He, Song Wang, Binchi Zhang, Chen Chen, Jundong Li

  16657-16665

  2025-04-11

• Discrete Curvature Graph Information Bottleneck

  Xingcheng Fu, Jian Wang, Yisen Gao, Qingyun Sun, Haonan Yuan, Jianxin Li, Xianxian Li

  16666-16673

  2025-04-11

• Bi-Directional Multi-Scale Graph Dataset Condensation via Information Bottleneck

  Xingcheng Fu, Yisen Gao, Beining Yang, Yuxuan Wu, Haodong Qian, Qingyun Sun, Xianxian Li

  16674-16681

  2025-04-11

• HYGENE: A Diffusion-Based Hypergraph Generation Method

  Dorian Gailhard, Enzo Tartaglione, Lirida Naviner, Jhony H. Giraldo

  16682-16690

  2025-04-11

• Accurate Estimation of Feature Importance Faithfulness for Tree Models

  Mateusz Gajewski, Adam Karczmarz, Mateusz Rapicki, Piotr Sankowski

  16691-16698

  2025-04-11

• Scalable Decentralized Algorithms for Online Personalized Mean Estimation

  Franco Galante, Giovanni Neglia, Emilio Leonardi

  16699-16707

  2025-04-11

• QuARF: Quality-Adaptive Receptive Fields for Degraded Image Perception

  Fei Gao, Ying Zhou, Ziyun Li, Wenwang Han, Jiaqi Shi, Maoying Qiao, Jinlan Xu, Nannan Wang

  16708-16716

  2025-04-11

• Bootstrapping Heterogeneous Graph Representation Learning via Large Language Models: A Generalized Approach

  Hang Gao, Chenhao Zhang, Fengge Wu, Changwen Zheng, Junsuo Zhao, Huaping Liu

  16717-16726

  2025-04-11

• Auto-Regressive Moving Diffusion Models for Time Series Forecasting

  Jiaxin Gao, Qinglong Cao, Yuntian Chen

  16727-16735

  2025-04-11

• Multimodal Fusion Using Multi-View Domains for Data Heterogeneity in Federated Learning

  Min Gao, Haifeng Zheng, Xinxin Feng, Ran Tao

  16736-16744

  2025-04-11

• FLUE: Streamlined Uncertainty Estimation for Large Language Models

  Shiqi Gao, Tianxiang Gong, Zijie Lin, Runhua Xu, Haoyi Zhou, Jianxin Li

  16745-16753

  2025-04-11

• Asymmetric Reinforcing Against Multi-Modal Representation Bias

  Xiyuan Gao, Bing Cao, Pengfei Zhu, Nannan Wang, Qinghua Hu

  16754-16762

  2025-04-11

• Maintaining Fairness in Logit-based Knowledge Distillation for Class-Incremental Learning

  Zijian Gao, Shanhao Han, Xingxing Zhang, Kele Xu, Dulan Zhou, Xinjun Mao, Yong Dou, Huaimin Wang

  16763-16771

  2025-04-11

• Extracting Interpretable Task-Specific Circuits from Large Language Models for Faster Inference

  Jorge García-Carrasco, Alejandro Maté, Juan Trujillo

  16772-16780

  2025-04-11

• CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning

  Eloy Geenjaar, Lie Lu

  16781-16789

  2025-04-11

• Personalized Clustering via Targeted Representation Learning

  Xiwen Geng, Suyun Zhao, Yixin Yu, Borui Peng, Pan Du, Hong Chen, Cuiping Li, Mengdie Wang

  16790-16798

  2025-04-11

• Learning Physics Informed Neural ODEs with Partial Measurements

  Paul Ghanem, Ahmet Demirkaya, Tales Imbiriba, Alireza Ramezani, Zachary Danziger, Deniz Erdogmus

  16799-16807

  2025-04-11

• Auditing and Enforcing Conditional Fairness via Optimal Transport

  Mohsen Ghassemi, Alan Mishler, Niccolo Dalmasso, Luhao Zhang, Vamsi K. Potluru, Tucker Balch, Manuela Veloso

  16808-16816

  2025-04-11

• Queries, Representation & Detection: The Next 100 Model Fingerprinting Schemes

  Augustin Godinot, Erwan Le Merrer, Camilla Penzo, Francois Taiani, Gilles Tredan

  16817-16825

  2025-04-11

• An Optimal Transport-based Latent Mixer for Robust Multi-modal Learning

  Fengjiiao Gong, Angxiao Yue, Hongteng Xu

  16826-16834

  2025-04-11

• Out-of-Distribution Detection with Prototypical Outlier Proxy

  Mingrong Gong, Chaoqi Chen, Qingqiang Sun, Yue Wang, Hui Huang

  16835-16843

  2025-04-11

• Evolutionary Large Language Model for Automated Feature Transformation

  Nanxu Gong, Chandan K Reddy, Wangyang Ying, Haifeng Chen, Yanjie Fu

  16844-16852

  2025-04-11