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• The Surprising Effectiveness of Infinite-Width NTKs for Characterizing and Improving Model Training

  Joshua DeOliveira, Walter Gerych, Elke Rundensteiner

  16262-16270

  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

• Contrastive Auxiliary Learning with Structure Transformation for Heterogeneous Graphs

  Wei Du, Hongmin Sun, Hang Gao, Gaoyang Li, Ying Li

  16399-16407

  2025-04-11

• Information-Theoretic Generative Clustering of Documents

  Xin Du, Kumiko Tanaka-Ishii

  16408-16417

  2025-04-11

• OAC: Output-adaptive Calibration for Accurate Post-training Quantization

  Ali Edalati, Alireza Ghaffari, Mahsa Ghazvini Nejad, Lu Hou, Boxing Chen, Masoud Asgharian, Vahid Partovi Nia

  16453-16461

  2025-04-11

• OmniMark: Efficient and Scalable Latent Diffusion Model Fingerprinting

  Jianwei Fei, Yunshu Dai, Zhihua Xia, Fangjun Huang, Jiantao Zhou

  16550-16558

  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

• 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

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

  Eloy Geenjaar, Lie Lu

  16781-16789

  2025-04-11

• ADELA: Accelerating Evolutionary Design of Machine Learning Pipelines with the Accompanying Surrogate Model

  Yang Gu, Jian Cao, Hengyu You, Nengjun Zhu, Shiyou Qian

  16915-16923

  2025-04-11

• Heterogeneous Graph Neural Network on Semantic Tree

  Mingyu Guan, Jack W Stokes, Qinlong Luo, Fuchen Liu, Purvanshi Mehta, Elnaz Nouri, Taesoo Kim

  16924-16932

  2025-04-11

• Capture Global Feature Statistics for One-Shot Federated Learning

  Zenghao Guan, Yucan Zhou, Xiaoyan Gu

  16942-16950

  2025-04-11

• Exploring Vacant Classes in Label-Skewed Federated Learning

  Kuangpu Guo, Yuhe Ding, Jian Liang, Zilei Wang, Ran He, Tieniu Tan

  16960-16968

  2025-04-11

• FedAA: A Reinforcement Learning Perspective on Adaptive Aggregation for Fair and Robust Federated Learning

  Jialuo He, Wei Chen, Xiaojin Zhang

  17085-17093

  2025-04-11

• DeepSN: A Sheaf Neural Framework for Influence Maximization

  Asela Hevapathige, Qing Wang, Ahad N. Zehmakan

  17177-17185

  2025-04-11

• An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding

  Dou Hu, Lingwei Wei, Wei Zhou, Songlin Hu

  17276-17286

  2025-04-11

• Large Language Model Meets Graph Neural Network in Knowledge Distillation

  Shengxiang Hu, Guobing Zou, Song Yang, Shiyi Lin, Yanglan Gan, Bofeng Zhang, Yixin Chen

  17295-17304

  2025-04-11

• Transfer Learning Meets Functional Linear Regression: No Negative Transfer Under Posterior Drift

  Xiaoyu Hu, Zhenhua Lin

  17351-17358

  2025-04-11

• Structural Entropy Guided Probabilistic Coding

  Xiang Huang, Hao Peng, Li Sun, Hui Lin, Chunyang Liu, Jiang Cao, Philip S. Yu

  17467-17475

  2025-04-11

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

  Yoontae Hwang, Yongjae Lee

  17537-17545

  2025-04-11

• IsUMap: Manifold Learning and Data Visualization Leveraging Vietoris-Rips Filtrations

  Parvaneh Joharinad, Hannaneh Fahimi, Lukas Silvester Barth, Janis Keck, Jürgen Jost

  17699-17706

  2025-04-11

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

  Junsu Kim, Suhyun Kim

  17895-17903

  2025-04-11

• CoffeeBoost: Gradient Boosting Native Conformal Inference for Bayesian Optimization

  Yuanhao Lai, Pengfei Zheng, Chenpeng Ji, Cheng Qiu, Tingkai Wang, Songhan Zhang, Zhengang Wang, Yunfei Du

  18017-18025

  2025-04-11

• HYBOOD: A Hybrid Generative Model for Out-of-Distribution Detection with Corruption Estimation

  Giwoong Lee, Jiseung Ahn, Jeongyeol Choe

  18101-18109

  2025-04-11

• Towards Trustable SHAP Scores

  Olivier Létoffé, Xuanxiang Huang, Joao Marques-Silva

  18198-18208

  2025-04-11