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Daily Papers

byAK and the research community

Aug 31

Submitted by

CokeWang

LoopArena: Benchmarking Models as Runtime Controllers for Loop Engineering

GD-ML

Submitted by

Hangrui-Xu

DART-SD: Diamond-topology Aware Retrieval and Tuning for Self-Distillation of Multi-Turn Tool-Calling Agents

ByteDance

1

Submitted by

Senqiao

Beyond Data Scaling: Representation-Centric Continued Pre-training for Vision-Language-Action Models

StarVLA

Star Vision Language Action Models

Submitted by

GeminiLight

Agentic Artifact Creation: Systems, Evaluation, Principles, and Opportunities

Hong Kong University of Science and Technology(GuangZhou)

Submitted by

manchery

Code as Worlds: Agentic Discovery of Executable World Representations for Physical Reasoning

MirroS-Lab

Submitted by

ChuGyouk

J-Zero: Unified Challenger--Solver--Judge Co-Evolution from Zero Data

kaist-ai

Submitted by

qian43

Revisiting Local Context for Long-Horizon Streaming 3D Reconstruction

acvlab

Alibaba AMAP CV Lab

Submitted by

harryleafchen

Puro-2B: Poor Lab's Qwen2-1.5B Trained on RTX 5090 within $5090

thu-pacman

PACMAN Group, Tsinghua University

Submitted by

Yixuan-Ding-ZJU

LayerRecall: A State-Conditioned Memory Router for Long-Horizon Consistency in Video Generation

zju

Zhejiang University

Submitted by

Junrulu

ContextPilot: Teaching Agents for Proactive Context Management via Fine-grained RL

tencent

Submitted by

leesangoh

Act with Intent: Distilling Behavior Intent for Vision-Language-Action Models

POSTECH

Pohang University of Science and Technology

Submitted by

yifAI

Fast Weight Attention for Continual Learning

·
11 authors

Submitted by

Hanoona

Locate Anything in Videos: Rethinking Efficient Generative Spatio-Temporal Video Grounding

MBZUAI

Mohamed Bin Zayed University of Artificial Intelligence

Submitted by

Junrulu

Blind Men and the Elephant: Probing the Epistemic Myopia of LLMs under Long-Tail Divergent Knowledge

tencent

Submitted by

DongyangChen

Paint What You See: Benchmarking Dexterous Visual Tool Use in Multimodal Agents

Submitted by

yushaohan

StepGuard: Learning Step-Level Guardrails with Scalable Supervision and Safety-Utility Balancing

AI45Research

Submitted by

AlexiaJM

Sliding-window beats linear attention

microsoft

Submitted by

chenguolin

Ring Forcing: Towards Precise Long-Term Memory for Autoregressive Video Diffusion

·
9 authors

1

Submitted by

lastdefiance20

PonderPounce: A Pretrained MLLM as an Episode Context Engine for Robot Control

maum-ai

Submitted by

taesiri

Video Generative Models as Geometry Learner

·
5 authors

Submitted by

dotvignesh

StarHarness: Evolving Harnesses with Stratified Search for Enterprise Environments

ServiceNow-AI

1

Submitted by

taesiri

Rubric-to-Code Credit Assignment for Reinforcement Learning

antgroup

Submitted by

TanmaySah

EvoUndo: Recoverability-Constrained Self-Evolution for LLM Agent Harnesses

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4 authors

1

Submitted by

nobrand

Language Chain in Alignment: Cross-lingual Ranking Preference Optimization

nlpai-lab

NLP & AI - Korea University

Submitted by

dukesun99

GGSS: Geodesic-Gated Spherical Steering for Inference-Time Debiasing of Generative Vision-Language Models

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4 authors

Submitted by

xiuyuz

LMSM: LLM Security Framework Inspired by Linux Security Modules

NationalUniversityofSingapore

National University of Singapore

Submitted by

wind342

Training, learning and inference: unified dynamics of neural systems

·
1 authors

Submitted by

chnln

Acquire, Repair, Preserve: A Diagnosis-Guided Post-Training Recipe for Small-Model Dialogue Game Agents

cs-nlp-uu

NLP Group at Utrecht University

Submitted by

Stone-Chern

Generative Semantic Scene Completion

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2 authors

Submitted by

MLukauskas

Lost in Compression: A Controlled Cross-Lingual Audit of Extractive Prompt Compressors

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1 authors

Submitted by

AnirbanSaha

Ask or Answer: A Decision Framework for Multi-Turn Health Misinformation Intervention

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6 authors