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Position: Spectral GNNs Are Neither Spectral Nor Superior for Node 分类 (Classification)

Position: Spectral GNNs Are Neither Spectral Nor Superior for Node Classification

作者
Authors: Qin Jiang, Chengjia Wang, Michael Lones, Dongdong ... 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 511 📚 15

Communication-Efficient and Robust Multi-Modal Federated 学习 (Learning) via Latent-Space Consensus

Communication-Efficient and Robust Multi-Modal Federated Learning via Latent-Space Consensus

作者
Authors: Mohamed Badi, Chaouki Ben Issaid, Mehdi Bennis 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 244 📚 13

When Differential Privacy Meets Wireless Federated 学习 (Learning): An Improved 分析 (Analysis) for Priv...

When Differential Privacy Meets Wireless Federated Learning: An Improved Analysis for Privacy and Co...

作者
Authors: Chen Yaoling, Liang Hao, Tu Xiaotong 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 474 📚 24

SEM: Sparse Embedding Modulation for Post-Hoc Debiasing of Vision-Language 模型 (Model)s

SEM: Sparse Embedding Modulation for Post-Hoc Debiasing of Vision-Language Models

作者
Authors: Quentin Guimard, Federico Bartsch, Simone Caldarel... 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 476 📚 25

Towards Verifiable AI with Lightweight Cryptographic Proofs of 推断 (Inference)

Towards Verifiable AI with Lightweight Cryptographic Proofs of Inference

作者
Authors: Pranay Anchuri, Matteo Campanelli, Paul Cesaretti,... 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 271 📚 45

假想 - 有条件的查询重写用于决定实用检索

Hypothesis-Conditioned Query Rewriting for Decision-Useful Retrieval

作者
Authors: Hangeol Chang, Changsun Lee, Seungjoon Rho, Junho ... 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 447 📚 18

AgentDS Technical Report: Benchmarking the Future of Human-AI Collaboration in Domain-Specific 数据 (D...

AgentDS Technical Report: Benchmarking the Future of Human-AI Collaboration in Domain-Specific Data ...

作者
Authors: An Luo, Jin Du, Xun Xian, Robert Specht, Fangqiao ... 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 491 📚 47

遗憾有内生成本的竞争性资源分配准则

Regret Bounds for Competitive Resource Allocation with Endogenous Costs

作者
Authors: Rui Chai 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 402 📚 21

评价方块谜题中的游戏难度

Evaluating Game Difficulty in Tetris Block Puzzle

作者
Authors: Chun-Jui Wang, Jian-Ting Guo, Hung Guei, Chung-Chi... 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 140 📚 40

Foundations of Schrödinger Bridges for Generative 模型 (Model)ing

Foundations of Schrödinger Bridges for Generative Modeling

作者
Authors: Sophia Tang 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 337 📚 32

CRAFT: Aligning Diffusion 模型 (Model)s with Fine-Tuning Is Easier Than You Think

CRAFT: Aligning Diffusion Models with Fine-Tuning Is Easier Than You Think

作者
Authors: Zening Sun, Zhengpeng Xie, Lichen Bai, Shitong Sha... 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 382 📚 34

在图灵酒店订房间! 一种对称并分发的图灵测试,包含多种AI和人类

Book your room in the Turing Hotel! A symmetric and distributed Turing Test with multiple AIs and hu...

作者
Authors: Christian Di Maio, Tommaso Guidi, Luigi Quarantiel... 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 511 📚 6

Best-Of-Both-Worlds 多栖息地强盗:Condorcet和Borda目标下的Stochastic和Aversari优惠的统一算法

Best-of-Both-Worlds Multi-Dueling Bandits: Unified Algorithms for Stochastic and Adversarial Prefere...

作者
Authors: S. Akash, Pratik Gajane, Jawar Singh 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 250 📚 20

BVSIMC: 贝叶斯 (Bayesian) Variable Selection-Guided Inductive Matrix Completion for Improved and Interp...

BVSIMC: Bayesian Variable Selection-Guided Inductive Matrix Completion for Improved and Interpretabl...

作者
Authors: Sijian Fan, Liyan Xiong, Dayuan Wang, Guoshuai Cai... 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 336 📚 30

分布式发电厂监测异常检测解释性AI的平衡性能和公平性

Balancing Performance and Fairness in Explainable AI for Anomaly Detection in Distributed Power Plan...

作者
Authors: Corneille Niyonkuru, Marcellin Atemkeng, Gabin Max... 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 380 📚 49

Context Bootstrapped Reinforcement 学习 (Learning)

Context Bootstrapped Reinforcement Learning

作者
Authors: Saaket Agashe, Jayanth Srinivasa, Gaowen Liu, Rama... 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 406 📚 19

Entropy 轨迹形状预测 LLM 推理可靠性:对思维链中不确定性动态的诊断研究

Entropy trajectory shape predicts LLM reasoning reliability: A diagnostic study of uncertainty dynam...

作者
Authors: Xinghao Zhao 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 436 📚 31

PPI is the Difference Estimator: Recognizing the Survey Sampling Roots of 预测 (Prediction)-Powered 推断...

PPI is the Difference Estimator: Recognizing the Survey Sampling Roots of Prediction-Powered Inferen...

作者
Authors: Reagan Mozer 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 281 📚 5

建设卡尔胡宁-洛埃夫扩建工程的数字考虑

Numerical Considerations for the Construction of Karhunen-Loève Expansions

作者
Authors: Cosmin Safta, Habib N. Najm 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 129 📚 45

Hardness of High-Dimensional Linear 分类 (Classification)

Hardness of High-Dimensional Linear Classification

作者
Authors: Alexander Munteanu, Simon Omlor, Jeff M. Phillips 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 191 📚 3