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MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI

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Projective Pruning for Decoupling Weights投影剪枝用于权重解耦
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
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deleteChu, Tommy; Kovalenko, Alexander
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Prompting without Panic: Attribute-Aware, Zero-Shot, Test-Time Calibration无恐慌提示：属性感知、零样本、测试时间校准
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
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deleteHebbalaguppe, Ramya; Kandar, Tamoghno; Nagpal, Abhinav; Arora, Chetan
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BatMan-CLR: Making Few-Shots Meta-learners Resilient Against Label NoiseBatMan-CLR：使小样本元学习器能够抵抗标签噪声
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
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deleteGaljaard, Jeroen M.; Birke, Robert; Perez, Juan F.; Chen, Lydia Y.
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Spectral Distribution Alignment for Enhanced Generalization in Regression回归中增强泛化能力的谱分布对齐
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
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deleteGuo, Kaiyu; Wang, Zijian; Lovell, Brian C.; Baktashmotlagh, Mahsa
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Learning from Stochastic Teacher Representations Using Student-Guided Knowledge Distillation利用学生引导的知识蒸馏学习随机教师表示
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
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deleteAslam, Muhammad Haseeb; Martinez, Clara; Pedersoli, Marco; Koerich, Alessandro Lameiras; Etemad, Ali; Granger, Eric
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Continual Visual Reinforcement Learning with A Life-Long World Model
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
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deletePan, Minting; Zhang, Wendong; Chen, Geng; Zhu, Xiangming; Gao, Siyu; Wang, Yunbo; Yang, Xiaokang
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Generalization of Compositional Tasks with Logical Specification via Implicit Planning通过隐式规划实现具有逻辑规范的组合任务泛化
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
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deleteXu, Duo; Fekri, Faramarz
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Subgraph Gaussian Embedding Contrast for Self-supervised Graph Representation Learning子图高斯嵌入对比用于自监督图表示学习
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
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deleteXie, Shifeng; Einizade, Aref; Giraldo, Jhony H.
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Collaborative Value Function Estimation Under Model Mismatch: A Federated Temporal Difference Analysis模型失配下的协同值函数估计：一种联邦时序差分分析
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
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deleteBeikmohammadil, Ali; Khirirat, Sarit; Richtarik, Peter; Magnusson, Sindri
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De Novo Molecular Design Enabled by Direct Preference Optimization and Curriculum Learning通过直接偏好优化和课程学习实现的从头分子设计
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
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deleteHou, Junyu
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Leveraging Gradient Information for Out-of-Domain Performance Estimations利用梯度信息进行跨领域性能估计
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
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deleteKhramtsova, Ekaterina; Baktashmotlagh, Mahsa; Zuccon, Guido; Wang, Xi; Salzmann, Mathieu
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Efficient and Generalized End-to-End Autonomous Driving System with Latent Deep Reinforcement Learning and Demonstrations
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
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deleteTang, Zuojin; Chen, Xiaoyu; Li, Yongqiang; Chen, Jianyu
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Beyond the Visible: Multispectral Vision-Language Learning for Earth Observation超越可见光：面向地球观测的多光谱视觉-语言学习
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
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deleteMarimo, Clive Tinashe; Blumenstiel, Benedikt; Nitsche, Maximilian; Jakubik, Johannes; Brunschwiler, Thomas
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Hybrid Cross-Domain Robust Reinforcement Learning混合跨域鲁棒强化学习
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
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deleteLinh Le Pham Van; Minh Hoang Nguyen; Le, Hung; Hung The Tran; Gupta, Sunil
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Viability of Future Actions: Robust Safety in Reinforcement Learning via Entropy Regularization未来动作的可行性：通过熵正则化实现强化学习中的鲁棒安全
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
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deleteMassiani, Pierre-Francois; von Rohr, Alexander; Haverbeck, Lukas; Trimpe, Sebastian
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UCB-Driven Utility Function Search for Multi-objective Reinforcement LearningUCB驱动的多目标强化学习效用函数搜索
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
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deleteShi, Yucheng; Lynch, David; Agapitos, Alexandros
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Transformer with Sparse Adaptive Mask for Network Dismantling具有稀疏自适应掩码的变压器网络解构
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
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deleteLiu, Yu; Hu, Fanghao; Huang, Haojun; Wang, Bang
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Fine-Tune Smarter, Not Harder: Parameter-Efficient Fine-Tuning for Geospatial Foundation Models
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
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deleteEscofet, Francesc Marti; Blumenstiel, Benedikt; Scheibenreif, Linus; Fraccaro, Paolo; Schindler, Konrad
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Improving Temporal Knowledge Graph Reasoning with Hierarchical Semantic-Aware Contrastive Learning通过分层语义感知对比学习提升时序知识图谱推理
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
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deletePang, Renning; Liu, Yao; Gan, Yanglei; Dai, Tingting; Wang, Yashen; Shi, Xiaojun; Lan, Tian; Liu, Qiao
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Unified Framework for Pre-trained Neural Network Compression via Decomposition and Optimized Rank Selection通过分解和优化秩选择实现预训练神经网络压缩的统一框架
deleteMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
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deleteAghababaei-Harandi, Ali; Amini, Massih-Reza
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