Imagen de Portada

\texttt{R$^\textbf{2}$AI}: Towards Resistant and Resilient AI in an Evolving World

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Sun, Youbang, Wang, Xiang, Fu, Jie, Lu, Chaochao, Zhou, Bowen
Formato:	Preprint
Publicado:	2025
Materias:	Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Towards AI-$45^{\circ}$ Law: A Roadmap to Trustworthy AGI
por: Yang, Chao, et al.
Publicado: (2024)

Finite-Time Analysis of Stochastic Nonconvex Nonsmooth Optimization on the Riemannian Manifolds
por: Sahinoglu, Emre, et al.
Publicado: (2025)

Robust Analysis for Resilient AI System
por: Wang, Yu, et al.
Publicado: (2025)

Towards a Unified View of Large Language Model Post-Training
por: Lv, Xingtai, et al.
Publicado: (2025)

Local Linear Convergence of Infeasible Optimization with Orthogonal Constraints
por: Sun, Youbang, et al.
Publicado: (2024)

Retraction-Free Decentralized Non-convex Optimization with Orthogonal Constraints
por: Sun, Youbang, et al.
Publicado: (2024)

Text2Struct: A Machine Learning Pipeline for Mining Structured Data from Text
por: Zhou, Chaochao, et al.
Publicado: (2022)

A Self-Evolving AI Agent System for Climate Science
por: Guo, Zijie, et al.
Publicado: (2025)

Co-Evolving Latent Action World Models
por: Wang, Yucen, et al.
Publicado: (2025)

$\textbf{S}^2$IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting
por: Pan, Zijie, et al.
Publicado: (2024)

Generative AI Meets Future Cities: Towards an Era of Autonomous Urban Intelligence
por: Wang, Dongjie, et al.
Publicado: (2023)

Linear Convergence of Independent Natural Policy Gradient in Games with Entropy Regularization
por: Sun, Youbang, et al.
Publicado: (2024)

$\textbf{Only-IF}$:Revealing the Decisive Effect of Instruction Diversity on Generalization
por: Zhang, Dylan, et al.
Publicado: (2024)

Improving LoRA in Privacy-preserving Federated Learning
por: Sun, Youbang, et al.
Publicado: (2024)

Self-ReSET: Learning to Self-Recover from Unsafe Reasoning Trajectories
por: Zhang, Dongcheng, et al.
Publicado: (2026)

ClawArena: Benchmarking AI Agents in Evolving Information Environments
por: Ji, Haonian, et al.
Publicado: (2026)

$\texttt{MoE-RBench}$: Towards Building Reliable Language Models with Sparse Mixture-of-Experts
por: Chen, Guanjie, et al.
Publicado: (2024)

$\texttt{AMEND++}$: Benchmarking Eligibility Criteria Amendments in Clinical Trials
por: Das, Trisha, et al.
Publicado: (2026)

$π_\texttt{RL}$: Online RL Fine-tuning for Flow-based Vision-Language-Action Models
por: Chen, Kang, et al.
Publicado: (2025)

$\texttt{dattri}$: A Library for Efficient Data Attribution
por: Deng, Junwei, et al.
Publicado: (2024)

SafeCoT: Improving VLM Safety with Minimal Reasoning
por: Ma, Jiachen, et al.
Publicado: (2025)

Position: Towards Resilience Against Adversarial Examples
por: Dai, Sihui, et al.
Publicado: (2024)

$\texttt{lrnnx}$: A library for Linear RNNs
por: Bania, Karan, et al.
Publicado: (2026)

Is the Information Bottleneck Robust Enough? Towards Label-Noise Resistant Information Bottleneck Learning
por: Huang, Yi, et al.
Publicado: (2025)

A Neighbor-Searching Discrepancy-based Drift Detection Scheme for Learning Evolving Data
por: Gu, Feng, et al.
Publicado: (2024)

Paraphrasing Attack Resilience of Various AI-Generated Text Detection Methods
por: Shportko, Andrii, et al.
Publicado: (2026)

Thinking as Emergence: How AI Begins to Think in Response, Resistance, and Relationship
por: Molchanova, Olena, et al.
Publicado: (2025)

Towards a Medical AI Scientist
por: Wu, Hongtao, et al.
Publicado: (2026)

ADARL: Adaptive Low-Rank Structures for Robust Policy Learning under Uncertainty
por: Li, Chenliang, et al.
Publicado: (2025)

Learning Locally Adaptive Metrics that Enhance Structural Representation with $\texttt{LAMINAR}$
por: Kleiber, Christian, et al.
Publicado: (2024)

Agentic AI-RAN: Enabling Intent-Driven, Explainable and Self-Evolving Open RAN Intelligence
por: He, Zhizhou, et al.
Publicado: (2026)

LeanTutor: Towards a Verified AI Mathematical Proof Tutor
por: Patel, Manooshree, et al.
Publicado: (2026)

LINA: Learning INterventions Adaptively for Physical Alignment and Generalization in Diffusion Models
por: Yu, Shu, et al.
Publicado: (2025)

ML-Master: Towards AI-for-AI via Integration of Exploration and Reasoning
por: Liu, Zexi, et al.
Publicado: (2025)

A User's Guide to $\texttt{KSig}$: GPU-Accelerated Computation of the Signature Kernel
por: Tóth, Csaba, et al.
Publicado: (2025)

Edge General Intelligence Through World Models and Agentic AI: Fundamentals, Solutions, and Challenges
por: Zhao, Changyuan, et al.
Publicado: (2025)

Generalized Incremental Learning under Concept Drift across Evolving Data Streams
por: Yu, En, et al.
Publicado: (2025)

From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery
por: Wei, Jiaqi, et al.
Publicado: (2025)

$\texttt{SEM-CTRL}$: Semantically Controlled Decoding
por: Albinhassan, Mohammad, et al.
Publicado: (2025)

Co-Evolving Policy Distillation
por: Gu, Naibin, et al.
Publicado: (2026)