Blog
告别冗长 PDF，一文读懂最新顶会与核心期刊的创新价值。
SoK: Robustness in Large Language Models against Jailbreak Attacks
When Life Gives You BC, Make Q-functions: Extracting Q-values from Behavior Cloning for On-Robot Reinforcement Learning
TrajRAG: Retrieving Geometric-Semantic Experience for Zero-Shot Object Navigation
Quantum gravitational contrast in creating Schrödinger cat state
Workspace-Bench 1.0: Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies
AgentTrust: Runtime Safety Evaluation and Interception for AI Agent Tool Use
de Sitter Vacua & pUniverses
New Exponential and Polynomial $ξ$-attractors
ReflectDrive-2: Reinforcement-Learning-Aligned Self-Editing for Discrete Diffusion Driving
TabEmbed: Benchmarking and Learning Generalist Embeddings for Tabular Understanding
Mitigating Classical Resource Costs in Quantum Error Correction via Generalized qLDPC Predecoding
Beyond Static Best-of-N: Bayesian List-wise Alignment for LLM-based Recommendation
Galactic Amnesia: The Information Washout of the Milky Way Merger History
VLMaxxing through FrameMogging Training-Free Anti-Recomputation for Video Vision-Language Models
D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models
Continuous Latent Diffusion Language Model
MARBLE: Multi-Aspect Reward Balance for Diffusion RL
A Case-Driven Multi-Agent Framework for E-Commerce Search Relevance
From Baby Universes to Narain Moduli: Topological Boundary Averaging in SymTFTs
The Missing Evaluation Axis: What 10,000 Student Submissions Reveal About AI Tutor Effectiveness
X-Voice: Enabling Everyone to Speak 30 Languages via Zero-Shot Cross-Lingual Voice Cloning
Baby Universe in a Coupled SYK Model
EvoLM: Self-Evolving Language Models through Co-Evolved Discriminative Rubrics
When to Trust Imagination: Adaptive Action Execution for World Action Models
Continuous-Time Distribution Matching for Few-Step Diffusion Distillation
Lecture Notes on Statistical Physics and Neural Networks
ViTok-v2: Scaling Native Resolution Auto-Encoders to 5 Billion Parameters
AI Co-Mathematician: Accelerating Mathematicians with Agentic AI
ActCam: Zero-Shot Joint Camera and 3D Motion Control for Video Generation
A Quantum Singularity Theorem for the Evaporating Black Hole