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575,626 papers

Bigger, Regularized, Categorical: High-Capacity Value Functions are Efficient Multi-Task Learners

Michal Nauman, Marek Cygan, Carmelo Sferrazza, Aviral Kumar, Pieter Abbeel et al.

2025-05-29Reinforcement LearningLanguage Modelling
Paper
CrossLinear: Plug-and-Play Cross-Correlation Embedding for Time Series Forecasting with Exogenous Variables

Pengfei Zhou, Yunlong Liu, Junli Liang, Qi Song, Xiangyang Li et al.

2025-05-29Time Series ForecastingTime Series
PaperCode
Weight Spectra Induced Efficient Model Adaptation

Chongjie Si, Xuankun Yang, Muqing Liu, Yadao Wang, Xiaokang Yang et al.

2025-05-29parameter-efficient fine-tuning
Paper
Learning to Search for Vehicle Routing with Multiple Time Windows

Kuan Xu, Zhiguang Cao, Chenlong Zheng, Linong Liu

2025-05-29Reinforcement Learningreinforcement-learning
Paper
MAP: Revisiting Weight Decomposition for Low-Rank Adaptation

Chongjie Si, Zhiyi Shi, Yadao Wang, Xiaokang Yang, Susanto Rahardja et al.

2025-05-29parameter-efficient fine-tuning
Paper
Equivariant Spherical Transformer for Efficient Molecular Modeling

Junyi An, Xinyu Lu, Chao Qu, Yunfei Shi, Peijia Lin et al.

2025-05-29
Paper
Gradient Boosting Decision Tree with LSTM for Investment Prediction

Chang Yu, Fang Liu, Jie Zhu, Shaobo Guo, Yifan Gao et al.

2025-05-29Stock Price Prediction
Paper
Multi-Modal Learning with Bayesian-Oriented Gradient Calibration

Peizheng Guo, Jingyao Wang, Huijie Guo, Jiangmeng Li, Chuxiong Sun et al.

2025-05-29
Paper
Loss-Guided Model Sharing and Local Learning Correction in Decentralized Federated Learning for Crop Disease Classification

Denis Mamba Kabala, Adel Hafiane, Laurent Bobelin, Raphael Canals

2025-05-29Federated LearningPrivacy Preserving
Paper
Composite Flow Matching for Reinforcement Learning with Shifted-Dynamics Data

Lingkai Kong, Haichuan Wang, Tonghan Wang, Guojun Xiong, Milind Tambe et al.

2025-05-29Reinforcement Learningreinforcement-learning
Paper
CDR-Agent: Intelligent Selection and Execution of Clinical Decision Rules Using Large Language Model Agents

Zhen Xiang, Aliyah R. Hsu, Austin V. Zane, Aaron E. Kornblith, Margaret J. Lin-Martore et al.

2025-05-29Decision MakingLarge Language ModelLanguage Modelling
PaperCode
DenoiseRotator: Enhance Pruning Robustness for LLMs via Importance Concentration

Tianteng Gu, Bei Liu, Bo Xiao, Ke Zeng, Jiacheng Liu et al.

2025-05-29
PaperCode
ProDiff: Prototype-Guided Diffusion for Minimal Information Trajectory Imputation

Tianci Bu, Le Zhou, Wenchuan Yang, Jianhong Mou, Kang Yang et al.

2025-05-29DenoisingImputation
PaperCode
From Theory to Application: Fine-Tuning Large EEG Model with Real-World Stress Data

Siwen Wang, Shitou Zhang, Wan-Lin Chen, Dung Truong, Tzyy-Ping Jung et al.

2025-05-29EEG
Paper
Bayesian Neural Scaling Laws Extrapolation with Prior-Fitted Networks

Dongwoo Lee, Dong Bok Lee, Steven Adriaensen, Juho Lee, Sung Ju Hwang et al.

2025-05-29Active Learning
PaperCode
An Empirical Study of Federated Prompt Learning for Vision Language Model

Zhihao Wang, Wenke Huang, Tian Chen, Zekun Shi, Guancheng Wan et al.

2025-05-29Federated LearningPrivacy PreservingLanguage Modelling
Paper
SCORPIO: Serving the Right Requests at the Right Time for Heterogeneous SLOs in LLM Inference

Yinghao Tang, Tingfeng Lan, Xiuqi Huang, Hui Lu, Wei Chen et al.

2025-05-29SchedulingLarge Language ModelManagement+1
Paper
$K^2$VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting

Xingjian Wu, Xiangfei Qiu, Hongfan Gao, Jilin Hu, Bin Yang et al.

2025-05-29Time Series ForecastingProbabilistic Time Series ForecastingDecision Making+1
PaperCode
Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations

Juwei Yue, Haikuo Li, Jiawei Sheng, XiaoDong Li, Taoyu Su et al.

2025-05-29
PaperCode
Scalable Complexity Control Facilitates Reasoning Ability of LLMs

Liangkai Hang, Junjie Yao, Zhiwei Bai, Tianyi Chen, Yang Chen et al.

2025-05-29
Paper
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