StepAudio 2.5 Technical Report

SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research

Rethinking Cross-Layer Information Routing in Diffusion Transformers

Lens: Rethinking Training Efficiency for Foundational Text-to-Image Models

SkillOpt: Executive Strategy for Self-Evolving Agent Skills

CVEvolve: Autonomous Algorithm Discovery for Unstructured Scientific Data Processing

Poly-EPO: Training Exploratory Reasoning Models

MEMO: Memory as a Model

ACC: Compiling Agent Trajectories for Long-Context Training

Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps

$π$π-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows

Perception or Prejudice: Can MLLMs Go Beyond First Impressions of Personality?

TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation

DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards

Interactive Evaluation Requires a Design Science

ESI-BENCH: Towards Embodied Spatial Intelligence that Closes the Perception-Action Loop

Comparative Analysis of Military Detection Using Drone Imagery Across Multiple Visual Spectrums

Automated ICD Classification of Psychiatric Diagnoses: From Classical NLP to Large Language Models

Coordinated Optimal Power Quality Management in Distribution Systems Using The Residual Capacity of Community IBRs

EllipseLIO: Adaptive LiDAR Inertial Odometry with an Ellipsoid Representation

SMoA: Spectrum Modulation Adapter for Parameter-Efficient Fine-Tuning

Detecting Trojaned DNNs via Spectral Regression Analysis

The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity

Generative Recursive Reasoning

Safety Pretraining: Toward the Next Generation of Safe AI

RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards

When Vision Speaks for Sound

AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

Process Rewards with Learned Reliability

GoLongRL: Capability-Oriented Long Context Reinforcement Learning with Multitask Alignment

StepAudio 2.5 Technical Report

SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research

Rethinking Cross-Layer Information Routing in Diffusion Transformers

Lens: Rethinking Training Efficiency for Foundational Text-to-Image Models

SkillOpt: Executive Strategy for Self-Evolving Agent Skills

CVEvolve: Autonomous Algorithm Discovery for Unstructured Scientific Data Processing

Poly-EPO: Training Exploratory Reasoning Models

MEMO: Memory as a Model

ACC: Compiling Agent Trajectories for Long-Context Training

Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps

$π$π-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows

Perception or Prejudice: Can MLLMs Go Beyond First Impressions of Personality?

TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation

DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards

Interactive Evaluation Requires a Design Science

ESI-BENCH: Towards Embodied Spatial Intelligence that Closes the Perception-Action Loop

Comparative Analysis of Military Detection Using Drone Imagery Across Multiple Visual Spectrums

Automated ICD Classification of Psychiatric Diagnoses: From Classical NLP to Large Language Models

Coordinated Optimal Power Quality Management in Distribution Systems Using The Residual Capacity of Community IBRs

EllipseLIO: Adaptive LiDAR Inertial Odometry with an Ellipsoid Representation

SMoA: Spectrum Modulation Adapter for Parameter-Efficient Fine-Tuning

Detecting Trojaned DNNs via Spectral Regression Analysis

The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity

Generative Recursive Reasoning

Safety Pretraining: Toward the Next Generation of Safe AI

RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards

When Vision Speaks for Sound

AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

Process Rewards with Learned Reliability

GoLongRL: Capability-Oriented Long Context Reinforcement Learning with Multitask Alignment