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告别冗长 PDF，一文读懂最新顶会与核心期刊的创新价值。
Lectures on Analytic Geometry
Toward a Community Roadmap for High Energy Physics and Artificial Intelligence in China and Beyond
Agentic AI Systems Should Be Designed as Marginal Token Allocators
AniMatrix: An Anime Video Generation Model that Thinks in Art, Not Physics
VideoNet: A Large-Scale Dataset for Domain-Specific Action Recognition
Hallucinations Undermine Trust; Metacognition is a Way Forward
Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems
Multi-Scale Gaussian-Language Map for Zero-shot Embodied Navigation and Reasoning
Foundations of Riemannian Geometry for Riemannian Optimization: A Monograph with Detailed Derivations
OGPO: Sample Efficient Full-Finetuning of Generative Control Policies
Skills-Coach: A Self-Evolving Skill Optimizer via Training-Free GRPO
Learning Reactive Dexterous Grasping via Hierarchical Task-Space RL Planning and Joint-Space QP Control
A Theory of Saddle Escape in Deep Nonlinear Networks
UniCorrn: Unified Correspondence Transformer Across 2D and 3D
OmniEncoder: See, Hear, and Feel Continuous Motion Like Humans With One Encoder
VOFA: Visual Object Goal Pushing with Force-Adaptive Control for Humanoids
The Fate of Nucleated Black Holes in de Sitter Quantum Gravity
Odysseus: Scaling VLMs to 100+ Turn Decision-Making in Games via Reinforcement Learning
MotuBrain: An Advanced World Action Model for Robot Control
Foundation-Model-Based Agents in Industrial Automation: Purposes, Capabilities, and Open Challenges
Unified Map Prior Encoder for Mapping and Planning
Mixture Prototype Flow Matching for Open-Set Supervised Anomaly Detection
Linear-Time Global Visual Modeling without Explicit Attention
Omni-Fake: Benchmarking Unified Multimodal Social Media Deepfake Detection
Training Non-Differentiable Networks via Optimal Transport
Position: agentic AI orchestration should be Bayes-consistent
DGPO: Distribution Guided Policy Optimization for Fine Grained Credit Assignment
Nora: Normalized Orthogonal Row Alignment for Scalable Matrix Optimizer
Minimum lifetime of a black hole
Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning