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Daily Papers

byAK and the research community

Feb 11

Submitted by

YoungXuan

OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration

Qwen

Qwen

1

Submitted by

taesiri

Code2World: A GUI World Model via Renderable Code Generation

GD-ML

Submitted by

zhangxgu

UI-Venus-1.5 Technical Report

inclusionAI

Submitted by

yangzhi1

Chain of Mindset: Reasoning with Adaptive Cognitive Modes

QuantaAlpha

Submitted by

richardxp888

SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

UNC-ChapelHill

University of North Carolina at Chapel Hill

Submitted by

Elliott

P1-VL: Bridging Visual Perception and Scientific Reasoning in Physics Olympiads

Submitted by

ChilleD

Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning

Snowflake

Submitted by

Singhoo

Prism: Spectral-Aware Block-Sparse Attention

OpenMOSS-Team

Submitted by

Jeryi

DLLM-Searcher: Adapting Diffusion Large Language Model for Search Agents

RUC

Renmin University of China

Submitted by

taesiri

Olaf-World: Orienting Latent Actions for Video World Modeling

·
4 authors

Submitted by

vztu

Agent Banana: High-Fidelity Image Editing with Agentic Thinking and Tooling

TexasAMUniversity

Texas A&M University

Submitted by

YCZhou

Condition Errors Refinement in Autoregressive Image Generation with Diffusion Loss

JordanLee7677888

University of Macau

1

Submitted by

Daechul

SCALE: Self-uncertainty Conditioned Adaptive Looking and Execution for Vision-Language-Action Models

SeoulNatlUniv

Seoul National University

1

Submitted by

Wiley085

BagelVLA: Enhancing Long-Horizon Manipulation via Interleaved Vision-Language-Action Generation

·
12 authors

Submitted by

taesiri

VLA-JEPA: Enhancing Vision-Language-Action Model with Latent World Model

·
9 authors

Submitted by

langfeng01

Dr. MAS: Stable Reinforcement Learning for Multi-Agent LLM Systems

NanyangTechnologicalUniversity

Nanyang Technological University

Submitted by

maverickrzw

VideoWorld 2: Learning Transferable Knowledge from Real-world Videos

ByteDance-Seed

Submitted by

animawang

ScaleEnv: Scaling Environment Synthesis from Scratch for Generalist Interactive Tool-Use Agent Training

meituan-longcat

1

Submitted by

crazyofapple

Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning

HIT-TMG

Submitted by

quickjkee

Rethinking Global Text Conditioning in Diffusion Transformers

·
9 authors

Submitted by

SiweiWu

Large-Scale Terminal Agentic Trajectory Generation from Dockerized Environments

·
11 authors

Submitted by

shaulov

TokenTrim: Inference-Time Token Pruning for Autoregressive Long Video Generation

·
4 authors

Submitted by

taesiri

Covo-Audio Technical Report

tencent

Submitted by

ma-xu

Fine-T2I: An Open, Large-Scale, and Diverse Dataset for High-Quality T2I Fine-Tuning

Northeastern

Northeastern University

Submitted by

mikeweii

ANCHOR: Branch-Point Data Generation for GUI Agents

yale-nlp

2

Submitted by

taesiri

SAGE: Scalable Agentic 3D Scene Generation for Embodied AI

nvidia

Submitted by

xxxllz

TreeCUA: Efficiently Scaling GUI Automation with Tree-Structured Verifiable Evolution

·
9 authors

Submitted by

yucornetto

Autoregressive Image Generation with Masked Bit Modeling

Amazon-FAR

Amazon Frontier AI & Robotics

Submitted by

DeyangKong

OPE: Overcoming Information Saturation in Parallel Thinking via Outline-Guided Path Exploration

·
10 authors

1

Submitted by

greeky

TodoEvolve: Learning to Architect Agent Planning Systems

·
8 authors

Submitted by

YanzhengXiang

Stop the Flip-Flop: Context-Preserving Verification for Fast Revocable Diffusion Decoding

KingsCollegeLondon

King's College London

1

Submitted by

linYD0718

Stable Velocity: A Variance Perspective on Flow Matching

·
8 authors

Submitted by

ordavids1

From Directions to Regions: Decomposing Activations in Language Models via Local Geometry

·
6 authors

Submitted by

neodymium6

On the Optimal Reasoning Length for RL-Trained Language Models

·
3 authors

1

Submitted by

Tuwhy

Learning Self-Correction in Vision-Language Models via Rollout Augmentation

·
4 authors

Submitted by

p-song1

Steer2Adapt: Dynamically Composing Steering Vectors Elicits Efficient Adaptation of LLMs

UIUC-CS

University of Illinois at Urbana-Champaign

1

Submitted by

BennoKrojer

LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs

McGill-NLP

McGill NLP Group

1

Submitted by

Aman015

Learning on the Manifold: Unlocking Standard Diffusion Transformers with Representation Encoders

JohnsHopkins

Johns Hopkins University

Submitted by

CoffeeGitta

LLMs Encode Their Failures: Predicting Success from Pre-Generation Activations

·
4 authors

Submitted by

Jarrodbarnes

Surprisal-Guided Selection: Compute-Optimal Test-Time Strategies for Execution-Grounded Code Generation

·
1 authors

1

Submitted by

liuqa

VISTA-Bench: Do Vision-Language Models Really Understand Visualized Text as Well as Pure Text?

·
9 authors

Submitted by

pratinavsetharya

C-ΔΘ: Circuit-Restricted Weight Arithmetic for Selective Refusal

Lexsi

1

Submitted by

Chikap421

Temporal Pair Consistency for Variance-Reduced Flow Matching

·
2 authors

1

Submitted by

yurun-chen

SafePred: A Predictive Guardrail for Computer-Using Agents via World Models

Zhejiang University

Submitted by

alokabhishek

SHARP: Social Harm Analysis via Risk Profiles for Measuring Inequities in Large Language Models

·
3 authors

1

Submitted by

Cloudy1225

Bridging Academia and Industry: A Comprehensive Benchmark for Attributed Graph Clustering

antgroup

Submitted by

Shengran

Learning to Continually Learn via Meta-learning Agentic Memory Designs

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3 authors