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• Metric-Agnostic Continual Learning for Sustainable Group Fairness

  Heng Lian, Chen Zhao, Zhong Chen, Xingquan Zhu, My T. Thai, Yi He

  18648-18657

  2025-04-11

• TTA-FedDG: Leveraging Test-Time Adaptation to Address Federated Domain Generalization

  Haoyuan Liang, Xinyu Zhang, Shilei Cao, Guowen Li, Juepeng Zheng

  18658-18666

  2025-04-11

• GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning

  Jianqing Liang, Xinkai Wei, Min Chen, Zhiqiang Wang, Jiye Liang

  18667-18675

  2025-04-11

• Label Noise Correction via Fuzzy Learning Machine

  Jiye Liang, Yixiao Li, Junbiao Cui

  18676-18683

  2025-04-11

• MoLE:Decoding by Mixture of Layer Experts Alleviates Hallucination in Large Vision-Language Models

  Tian Liang, Yuetian Du, Jing Huang, Ming Kong, Luyuan Chen, Yadong Li, Siye Chen, Qiang Zhu

  18684-18692

  2025-04-11

• Towards Scalable and Deep Graph Neural Networks via Noise Masking

  Yuxuan Liang, Wentao Zhang, Zeang Sheng, Ling Yang, Quanqing Xu, Jiawei Jiang, Yunhai Tong, Bin Cui

  18693-18701

  2025-04-11

• Till the Layers Collapse: Compressing a Deep Neural Network Through the Lenses of Batch Normalization Layers.

  Zhu Liao, Nour Hezbri, Victor Quétu, Van-Tam Nguyen, Enzo Tartaglione

  18702-18710

  2025-04-11

• Learning Local Neighborhoods of Non-Gaussian Graphical Models

  Sarah Liaw, Rebecca Morrison, Youssef Marzouk, Ricardo Baptista

  18711-18718

  2025-04-11

• Convergence Analysis of Federated Learning Methods Using Backward Error Analysis

  Jinwoo Lim, Suhyun Kim, Soo-Mook Moon

  18719-18727

  2025-04-11

• Efficient Reinforcement Learning in Probabilistic Reward Machines

  Xiaofeng Lin, Xuezhou Zhang

  18728-18736

  2025-04-11

• Local Causal Discovery Without Causal Sufficiency

  Zhaolong Ling, Jiale Yu, Yiwen Zhang, Debo Cheng, Peng Zhou, Xingyu Wu, Bingbing Jiang, Kui Yu

  18737-18745

  2025-04-11

• Graph Agent Network: Empowering Nodes with Inference Capabilities for Adversarial Resilience

  Ao Liu, Wenshan Li, Tao Li, Beibei Li, Guangquan Xu, Pan Zhou, Wengang Ma, Hanyuan Huang

  18746-18753

  2025-04-11

• Grimm: A Plug-and-Play Perturbation Rectifier for Graph Neural Networks Defending Against Poisoning Attacks

  Ao Liu, Wenshan Li, Beibei Li, Wengang Ma, Tao Li, Pan Zhou

  18754-18762

  2025-04-11

• Subgraph Aggregation for Out-of-Distribution Generalization on Graphs

  Bowen Liu, Haoyang Li, Shuning Wang, Shuo Nie, Shanghang Zhang

  18763-18771

  2025-04-11

• An Enhanced Levenberg--Marquardt Method via Gram Reduction

  Chengchang Liu, Luo Luo, John C.S. Lui

  18772-18779

  2025-04-11

• TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment

  Chenxi Liu, Qianxiong Xu, Hao Miao, Sun Yang, Lingzheng Zhang, Cheng Long, Ziyue Li, Rui Zhao

  18780-18788

  2025-04-11

• Pareto Set Learning for Multi-Objective Reinforcement Learning

  Erlong Liu, Yu-Chang Wu, Xiaobin Huang, Chengrui Gao, Ren-Jian Wang, Ke Xue, Chao Qian

  18789-18797

  2025-04-11

• Asymmetric Learning for Spectral Graph Neural Networks

  Fangbing Liu, Qing Wang

  18798-18806

  2025-04-11

• Uncertainty-Aware Contrastive Learning with Hard Negative Sampling for Code Search Tasks

  Han Liu, Jiaqing Zhan, Qin Zhang

  18807-18815

  2025-04-11

• Learning Disentangled Equivariant Representation for Explicitly Controllable 3D Molecule Generation

  Haoran Liu, Youzhi Luo, Tianxiao Li, James Caverlee, Martin Renqiang Min

  18816-18824

  2025-04-11

• LiD-FL: Towards List-Decodable Federated Learning

  Hong Liu, Liren Shan, Han Bao, Ronghui You, Yuhao Yi, Jiancheng Lv

  18825-18833

  2025-04-11

• Learning Cross-Domain Representations for Transferable Drug Perturbations on Single-Cell Transcriptional Responses

  Hui Liu, Shikai Jin

  18834-18842

  2025-04-11

• Reducing AUV Energy Consumption Through Dynamic Sensor Directions Switching via Deep Reinforcement Learning

  Jiawei Liu, Yuanbo Xu, Shanshan Song, Lu Jiang

  18843-18851

  2025-04-11

• KPL: Training-Free Medical Knowledge Mining of Vision-Language Models

  Jiaxiang Liu, Tianxiang Hu, Jiawei Du, Ruiyuan Zhang, Joey Tianyi Zhou, Zuozhu Liu

  18852-18860

  2025-04-11

• TimeCHEAT: A Channel Harmony Strategy for Irregularly Sampled Multivariate Time Series Analysis

  Jiexi Liu, Meng Cao, Songcan Chen

  18861-18869

  2025-04-11