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575,626 papers

The Oversmoothing Fallacy: A Misguided Narrative in GNN Research

Moonjeong Park, Sunghyun Choi, Jaeseung Heo, Eunhyeok Park, Dongwoo Kim et al.

2025-06-05Misconceptions
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Neural Network Reprogrammability: A Unified Theme on Model Reprogramming, Prompt Tuning, and Prompt Instruction

Zesheng Ye, Chengyi Cai, Ruijiang Dong, Jianzhong Qi, Lei Feng et al.

2025-06-05
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Composing Agents to Minimize Worst-case Risk

Guruprerana Shabadi, Rajeev Alur

2025-06-05Fairness
PaperCode
Ignoring Directionality Leads to Compromised Graph Neural Network Explanations

Changsheng Sun, Xinke Li, Jin Song Dong

2025-06-05Decision Making
Paper
Communication Efficient Adaptive Model-Driven Quantum Federated Learning

Dev Gurung, Shiva Raj Pokhrel

2025-06-05Federated Learning
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Neural MJD: Neural Non-Stationary Merton Jump Diffusion for Time Series Prediction

Yuanpei Gao, Qi Yan, Yan Leng, Renjie Liao

2025-06-05Time Series PredictionTime Series
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HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training

Geon-Woo Kim, Junbo Li, Shashidhar Gandham, Omar Baldonado, Adithya Gangidi et al.

2025-06-05Large Language ModelLanguage Modelling
PaperCode
Hierarchical Implicit Neural Emulators

Ruoxi Jiang, Xiao Zhang, Karan Jakhar, Peter Y. Lu, Pedram Hassanzadeh et al.

2025-06-05
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Exploring Diffusion Transformer Designs via Grafting

Keshigeyan Chandrasegaran, Michael Poli, Daniel Y. Fu, Dongjun Kim, Lea M. Hadzic et al.

2025-06-05
PaperCode
Fast-DataShapley: Neural Modeling for Training Data Valuation

Haifeng Sun, Yu Xiong, Runze Wu, Xinyu Cai, Changjie Fan et al.

2025-06-05
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TreeRPO: Tree Relative Policy Optimization

Zhicheng Yang, Zhijiang Guo, Yinya Huang, Xiaodan Liang, Yiwei Wang et al.

2025-06-05Math
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TIMING: Temporality-Aware Integrated Gradients for Time Series Explanation

Hyeongwon Jang, Changhun Kim, Eunho Yang

2025-06-05Explainable Artificial Intelligence (XAI)Explainable artificial intelligenceTime Series
PaperCode
Was Residual Penalty and Neural Operators All We Needed for Solving Optimal Control Problems?

Oliver G. S. Lundqvist, Fabricio Oliveira

2025-06-05All
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UNO: Unlearning via Orthogonalization in Generative models

Pinak Mandal, Georg A. Gottwald

2025-06-05
PaperCode
Influence Functions for Edge Edits in Non-Convex Graph Neural Networks

Jaeseung Heo, Kyeongheung Yun, Seokwon Yoon, Moonjeong Park, Jungseul Ok et al.

2025-06-05Prediction
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Towards Better Generalization via Distributional Input Projection Network

Yifan Hao, Yanxin Lu, Xinwei Shen, Tong Zhang

2025-06-05
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NOBLE -- Neural Operator with Biologically-informed Latent Embeddings to Capture Experimental Variability in Biological Neuron Models

Luca Ghafourpour, Valentin Duruisseaux, Bahareh Tolooshams, Philip H. Wong, Costas A. Anastassiou et al.

2025-06-05
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Control Tax: The Price of Keeping AI in Check

Mikhail Terekhov, Zhen Ning David Liu, Caglar Gulcehre, Samuel Albanie

2025-06-05
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Truly Self-Improving Agents Require Intrinsic Metacognitive Learning

Tennison Liu, Mihaela van der Schaar

2025-06-05
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Mathematical Reasoning for Unmanned Aerial Vehicles: A RAG-Based Approach for Complex Arithmetic Reasoning

Mehdi Azarafza, Mojtaba Nayyeri, Faezeh Pasandideh, Steffen Staab, Achim Rettberg et al.

2025-06-05Trajectory PlanningMathematical ReasoningMath+3
PaperCode
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