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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。
OpenSearch-VL: An Open Recipe for Frontier Multimodal Search Agents
LongSeeker: Elastic Context Orchestration for Long-Horizon Search Agents
Text Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement
The Impossibility Triangle of Long-Context Modeling
Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction
DFPO: Scaling Value Modeling via Distributional Flow towards Robust and Generalizable LLM Post-Training
From SFT to RL: Demystifying the Post-Training Pipeline for LLM-based Vulnerability Detection
PaddleOCR-VL-1.5: Towards a Multi-Task 0.9B VLM for Robust In-the-Wild Document Parsing
Shape anisotropy governs organization of active rods: Swarming, turbulence, flocking, and jamming.
Real-world study of first-line immunotherapy combined with chemoradiotherapy in esophageal squamous cell carcinoma
Multi-Agent Collaboration Mechanisms: A Survey of LLMs
Speculative Speculative Decoding
Design and Analysis of a Closed-Loop Emotion Regulation System Based on Multimodal Affective Computing and Emotional Markov Chain
Hidden Markov model-based speech emotion recognition
Shape anisotropy governs organization of active rods: Swarming, turbulence, flocking, and jamming.
Shape anisotropy governs organization of active rods: Swarming, turbulence, flocking, and jamming.
nature machine intelligence Article
AutoProteinEngine: A Large Language Model Driven Agent Framework for Multimodal AutoML in Protein Engineering
Uncertain Multimodal Intention and Emotion Understanding in the Wild
Deeper detection limits in astronomical imaging using self-supervised spatiotemporal denoising
RLDX-1 Technical Report
C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection
Bi-Level Prompt Optimization for Multimodal LLM-as-a-Judge
文化传媒上市公司ESG实践及绩效评价研究——以芒果超媒为例_刘倩
Evaluation in EEG Emotion Recognition: State-of-the-Art Review and Unified Framework
Cross-Domain EEG-Based Emotion Recognition with Contrastive Learning
企业评价体系的管理实践特征与乡村振兴分析——以新华传媒和三维通信为例_韩宜辰
SAGE: Benchmarking and Improving Retrieval for Deep Research Agents
Statistical Detection of Potentially Fabricated Data
Nature Reviews Urology