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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。
Deep Learning for Financial Time Series: A Large-Scale Benchmark of Risk-Adjusted Performance
Efficient RLVR Training via Weighted Mutual Information Data Selection
ArtLLM: Generating Articulated Assets via 3D LLM
LaSER: Internalizing Explicit Reasoning into Latent Space for Dense Retrieval
MedGPT-oss: Training a General-Purpose Vision-Language Model for Biomedicine
Recursive Models for Long-Horizon Reasoning
LAD-Drive: Bridging Language and Trajectory with Action-Aware Diffusion Transformers
RMBench: Memory-Dependent Robotic Manipulation Benchmark with Insights into Policy Design
MicroVerse: A Preliminary Exploration Toward a Micro-World Simulation
A Unified Explanation for JWST Little Red Dots and High-Redshift Low-Mass Disk-like Galaxies: Prolate Galaxies Viewed End-on vs Side-on
ReloQate: Transient Drift Detection and In-Situ Recalibration in Surface Code Quantum Error Correction
FastLightGen: Fast and Light Video Generation with Fewer Steps and Parameters
Adam Converges Without Any Modification On Update Rules
OnlineX: Unified Online 3D Reconstruction and Understanding with Active-to-Stable State Evolution
Temporal patterns of preferences through Wikipedia editing in different languages
U-VLM: Hierarchical Vision Language Modeling for Report Generation
RnG: A Unified Transformer for Complete 3D Modeling from Partial Observations
EvoX: Meta-Evolution for Automated Discovery
Agentic Code Reasoning
Schwinger--Keldysh formulation of electromagnetic leptogenesis in an EFT framework
UniTalking: A Unified Audio-Video Framework for Talking Portrait Generation
UniHM: Unified Dexterous Hand Manipulation with Vision Language Model
One-Token Verification for Reasoning Correctness Estimation
MLLM-4D: Towards Visual-based Spatial-Temporal Intelligence
Summer-22B: A Systematic Approach to Dataset Engineering and Training at Scale for Video Foundation Model
CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging
Mean-Flow based One-Step Vision-Language-Action
Reasoning Core: A Scalable Procedural Data Generation Suite for Symbolic Pre-training and Post-Training
DAM-VLA: A Dynamic Action Model-Based Vision-Language-Action Framework for Robot Manipulation
To Use or not to Use Muon: How Simplicity Bias in Optimizers Matters