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• ParZC: Parametric Zero-Cost Proxies for Efficient NAS

  Peijie Dong, Lujun Li, Zhenheng Tang, Xiang Liu, Zimian Wei, Qiang Wang, Xiaowen Chu

  16327-16335

  2025-04-11

• Rebalancing Multi-Label Class-Incremental Learning

  Kaile Du, Yifan Zhou, Fan Lyu, Yuyang Li, Junzhou Xie, Yixi Shen, Fuyuan Hu, Guangcan Liu

  16372-16380

  2025-04-11

• Learning Nash Equilibrium of Markov Potential Games with a Shared Constraint via Primal-Dual Optimization

  Songtao Feng, Michael Dorothy, Jie Fu

  16577-16585

  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

• Discrete Curvature Graph Information Bottleneck

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

  16666-16673

  2025-04-11

• Scalable Decentralized Algorithms for Online Personalized Mean Estimation

  Franco Galante, Giovanni Neglia, Emilio Leonardi

  16699-16707

  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

• Out-of-Distribution Detection with Prototypical Outlier Proxy

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

  16835-16843

  2025-04-11

• Efficient Graph Bandit Learning with Side-Observations and Switching Constraints

  Xueping Gong, Jiheng Zhang

  16871-16879

  2025-04-11

• RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning

  Haorong Han, Jidong Yuan, Chixuan Wei, Zhongyang Yu

  17032-17040

  2025-04-11

• Scalable Acceleration for Classification-Based Derivative-Free Optimization

  Tianyi Han, Jingya Li, Zhipeng Guo, Yuan Jin

  17050-17058

  2025-04-11

• Target Semantics Clustering via Text Representations for Robust Universal Domain Adaptation

  Weinan He, Zilei Wang, Yixin Zhang

  17132-17140

  2025-04-11

• Generalization Analysis for Deep Contrastive Representation Learning

  Nong Minh Hieu, Antoine Ledent, Yunwen Lei, Cheng Yeaw Ku

  17186-17194

  2025-04-11

• KernelMatmul: Scaling Gaussian Processes to Large Time Series

  Tilman Hoffbauer, Holger H. Hoos, Jakob Bossek

  17223-17230

  2025-04-11

• Structural Entropy Guided Unsupervised Graph Out-Of-Distribution Detection

  Yue Hou, He Zhu, Ruomei Liu, Yingke Su, Jinxiang Xia, Junran Wu, Ke Xu

  17258-17266

  2025-04-11

• Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection

  Wen-Chao Hu, Wang-Zhou Dai, Yuan Jiang, Zhi-Hua Zhou

  17333-17341

  2025-04-11

• Multi-view Evidential Learning-based Medical Image Segmentation

  Chao Huang, Yushu Shi, Waikeung Wong, Chengliang Liu, Wei Wang, Zhihua Wang, Jie Wen

  17386-17394

  2025-04-11

• GBRIP: Granular Ball Representation for Imbalanced Partial Label Learning

  Jintao Huang, Yiu-ming Cheung, Chi-man Vong, Wenbin Qian

  17431-17439

  2025-04-11

• GapMatch: Bridging Instance and Model Perturbations for Enhanced Semi-Supervised Medical Image Segmentation

  Wei Huang, Lei Zhang, Zizhou Wang, Yan Wang

  17458-17466

  2025-04-11

• TIME-FS: Joint Learning of Tensorial Incomplete Multi-View Unsupervised Feature Selection and Missing-View Imputation

  Yanyong Huang, Minghui Lu, Wei Huang, Xiuwen Yi, Tianrui Li

  17503-17510

  2025-04-11

• Geodesic Flow Kernels for Semi-Supervised Learning on Mixed-Variable Tabular Dataset

  Yoontae Hwang, Yongjae Lee

  17537-17545

  2025-04-11

• FedCFA: Alleviating Simpson’s Paradox in Model Aggregation with Counterfactual Federated Learning

  Zhonghua Jiang, Jimin Xu, Shengyu Zhang, Tao Shen, Jiwei Li, Kun Kuang, Haibin Cai, Fei Wu

  17662-17670

  2025-04-11

• Learning Complexity of Gradient Descent and Conjugate Gradient Algorithms

  Xianqi Jiao, Jia Liu, Zhiping Chen

  17671-17679

  2025-04-11

• Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation

  HyunGi Kim, Siwon Kim, Jisoo Mok, Sungroh Yoon

  17868-17876

  2025-04-11

• Salient Frequency-aware Exemplar Compression for Resource-constrained Online Continual Learning

  Junsu Kim, Suhyun Kim

  17895-17903

  2025-04-11