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Daily Papers

byAK and the research community

Aug 13

Submitted by

WenhaoWang

Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill

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9 authors

Submitted by

dongdongunique

OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution

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9 authors

Submitted by

chengq9

AI4AI at Test-Time: Strong-to-Weak Capability Transfer via Harnesses

UIUC-CS

University of Illinois at Urbana-Champaign

Submitted by

Ningyu

Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence

zjunlp

Submitted by

stevettt

SkillZip: Contract-Preserving Graph Compression for Scalable Agent Skill Libraries

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7 authors

3

Submitted by

Elliott

Can LLM Agents Stick to the Script? A Benchmark for Long-Horizon Consistency in Interactive Narratives

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9 authors

Submitted by

taesiri

StateFlow: Building, Evolving, and Accessing 3D World States for Previsualization

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14 authors

Submitted by

Seokhyun01

Self-Geometry: GT-Free and Plug-and-Play Test-Time Adaptation for Geometrically Consistent 3D Vision Foundation Models

Chung-AngUniversity

Chung-Ang University

Submitted by

WDong

Self-Evolving Embodied Agents via Skill-Harness Evolution

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8 authors

1

Submitted by

HigherHu

From Synthesis to Removal: Physics-Grounded Reflection Simulation and Diffusion-Based Video Dereflection

xiaomi-research

Xiaomi Research

Submitted by

MurrayTom

ToolHazard: Scaling Adversarial Environments for Security Evaluation and Alignment of LLM-based Agents

PekingUniversity

Peking University

Submitted by

zhwang

The Illusion of Visual Tool-Use: A Causal Audit of Thinking with Images

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4 authors

Submitted by

billhuang2001

Persistent Recursive Worlds Enable Autonomous Software Evolution

PolyUHK

The Hong Kong Polytechnic University

Submitted by

jaehong31

Simplex Relaxation for Discrete Diffusion

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7 authors

Submitted by

WenhaoWang

Agent Safety Should Be a Runtime Contract

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4 authors

Submitted by

taesiri

AutoWorldModel-Bench: A State-Centric Benchmark for Automated World-Model Research

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5 authors

Submitted by

hchoi256

MBA: Multimodal Benchmark and Agents for Real-World Business Ideation

kaist-ai

Submitted by

wetsoledrysoul

Parameter Exploration for RLVR via Variational Learning

BayesRL

Submitted by

BukaByaka

Poor Man's Agentic Modeling: Simulating Large LLM-Agent Societies on a Laptop

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1 authors

Submitted by

ryhara

Hand Visibility Detector: Per-Keypoint Visibility Estimation for Hands

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6 authors

Submitted by

josefchen

Ready Cohorts: Bounding GPU Opportunity and Avoiding Host Round Trips in LLM-Agent Control

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1 authors

Submitted by

CASIA-IVAer

NeuPAT: Neuron-aware Plasticity Allocation Tuning for Language-Preserving MLLMs

CASIA-IVA-Lab

Submitted by

CASIA-IVAer

AtlasVLA: Persistent World-Ego State Modeling for Vision-Language-Action Models

CASIA-IVA-Lab