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575,626 papers

Boosting Gradient Leakage Attacks: Data Reconstruction in Realistic FL Settings

Mingyuan Fan, Fuyi Wang, Cen Chen, Jianying Zhou

2025-06-10Federated Learning
Paper
Online Learning-guided Learning Rate Adaptation via Gradient Alignment

Ruichen Jiang, Ali Kavis, Aryan Mokhtari

2025-06-10
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Improved Scaling Laws in Linear Regression via Data Reuse

Licong Lin, Jingfeng Wu, Peter L. Bartlett

2025-06-10regression
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Learning to Hear Broken Motors: Signature-Guided Data Augmentation for Induction-Motor Diagnostics

Saraa Ali, Aleksandr Khizhik, Stepan Svirin, Artem Ryzhikov, Denis Derkach et al.

2025-06-10Data AugmentationDiagnostic
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FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion

Fred Xu, Song Jiang, Zijie Huang, Xiao Luo, Shichang Zhang et al.

2025-06-10Representation Learning
Paper
Network Threat Detection: Addressing Class Imbalanced Data with Deep Forest

Jiaqi Chen, Rongbin Ye

2025-06-10Malware Detection
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AlphaFold Database Debiasing for Robust Inverse Folding

Cheng Tan, Zhenxiao Cao, Zhangyang Gao, Siyuan Li, Yufei Huang et al.

2025-06-10Protein Design
Paper
NysAct: A Scalable Preconditioned Gradient Descent using Nystrom Approximation

Hyunseok Seung, Jaewoo Lee, Hyunsuk Ko

2025-06-10
PaperCode
An Adaptive Method Stabilizing Activations for Enhanced Generalization

Hyunseok Seung, Jaewoo Lee, Hyunsuk Ko

2025-06-10Image Classification
PaperCode
Differentially Private Relational Learning with Entity-level Privacy Guarantees

Yinan Huang, Haoteng Yin, Eli Chien, Rongzhe Wei, Pan Li et al.

2025-06-10Relational Reasoning
PaperCode
Dynamical System Optimization

Emo Todorov

2025-06-10Reinforcement Learningreinforcement-learning
Paper
A Simple Analysis of Discretization Error in Diffusion Models

Juhyeok Choi, Chenglin Fan

2025-06-10Denoising
Paper
Why Masking Diffusion Works: Condition on the Jump Schedule for Improved Discrete Diffusion

Alan N. Amin, Nate Gruver, Andrew Gordon Wilson

2025-06-10
PaperCode
Private Evolution Converges

Tomás González, Giulia Fanti, Aaditya Ramdas

2025-06-10Synthetic Data Generation
Paper
H$^2$GFM: Towards unifying Homogeneity and Heterogeneity on Text-Attributed Graphs

Trung-Kien Nguyen, Heng Ping, Shixuan Li, Peiyu Zhang, Nikos Kanakaris et al.

2025-06-10Graph Learning
Paper
e3: Learning to Explore Enables Extrapolation of Test-Time Compute for LLMs

Amrith Setlur, Matthew Y. R. Yang, Charlie Snell, Jeremy Greer, Ian Wu et al.

2025-06-10
Paper
SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning

Xiao Liang, Zhong-Zhi Li, Yeyun Gong, Yang Wang, Hengyuan Zhang et al.

2025-06-10MathMathematical Problem-SolvingKnowledge Distillation
PaperCode
Step-Audio-AQAA: a Fully End-to-End Expressive Large Audio Language Model

Ailin Huang, Bingxin Li, Bruce Wang, Boyong Wu, Chao Yan et al.

2025-06-10Speech SynthesisLanguage Modelling
PaperCode
EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial Statements

Issa Sugiura, Takashi Ishida, Taro Makino, Chieko Tazuke, Takanori Nakagawa et al.

2025-06-10Binary ClassificationLarge Language ModelFraud Detection
PaperCode
Approaching Dialogue State Tracking via Aligning Speech Encoders and LLMs

Šimon Sedláček, Bolaji Yusuf, Ján Švec, Pradyoth Hegde, Santosh Kesiraju et al.

2025-06-10Dialogue State Tracking
Paper
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