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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。
STAR-Magic Mutation: Even More Efficient Analog Rotation Gates for Early Fault-Tolerant Quantum Computer
LLM Router: Prefill is All You Need
TRAP: Hijacking VLA CoT-Reasoning via Adversarial Patches
Sparse but Critical: A Token-Level Analysis of Distributional Shifts in RLVR Fine-Tuning of LLMs
Planning over MAPF Agent Dependencies via Multi-Dependency PIBT
Light-by-light scattering at three loops in massless QCD and QED: amplitudes and cross sections
Object Pose Transformer: Unifying Unseen Object Pose Estimation
Choosing the phase for the spin-weighted spheroidal functions
GSEM: Graph-based Self-Evolving Memory for Experience Augmented Clinical Reasoning
Active Inference for Physical AI Agents -- An Engineering Perspective
A Multidisciplinary AI Board for Multimodal Dementia Characterization and Risk Assessment
FluidWorld: Reaction-Diffusion Dynamics as a Predictive Substrate for World Models
RubricRAG: Towards Interpretable and Reliable LLM Evaluation via Domain Knowledge Retrieval for Rubric Generation
Know3D: Prompting 3D Generation with Knowledge from Vision-Language Models
MSR-HuBERT: Self-supervised Pre-training for Adaptation to Multiple Sampling Rates
SelfTTS: cross-speaker style transfer through explicit embedding disentanglement and self-refinement using self-augmentation
Synchronization-dissipation dynamics in the cardiorespiratory system
When Models Judge Themselves: Unsupervised Self-Evolution for Multimodal Reasoning
RealMaster: Lifting Rendered Scenes into Photorealistic Video
AVO: Agentic Variation Operators for Autonomous Evolutionary Search
GameplayQA: A Benchmarking Framework for Decision-Dense POV-Synced Multi-Video Understanding of 3D Virtual Agents
Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?
Efficient Universal Perception Encoder
SkillRouter: Retrieve-and-Rerank Skill Selection for LLM Agents at Scale
Latent-WAM: Latent World Action Modeling for End-to-End Autonomous Driving
MCLR: Improving Conditional Modeling in Visual Generative Models via Inter-Class Likelihood-Ratio Maximization and Establishing the Equivalence between Classifier-Free Guidance and Alignment Objectives
UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience
OneSearch-V2: The Latent Reasoning Enhanced Self-distillation Generative Search Framework
OmniWeaving: Towards Unified Video Generation with Free-form Composition and Reasoning
Bilevel Autoresearch: Meta-Autoresearching Itself