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Daily Papers

byAK and the research community

Sep 2

Submitted by

EmpathYang

StudentSim: Training LLM-based Student Simulators

MicrosoftResearch

Microsoft Research

Submitted by

taesiri

Qwen-Drive-1.0: An Initial Step towards a Vision-Language Foundation Model for Autonomous Driving

Qwen

2

Submitted by

CheeryLJH

SMELT: Scaling Laws for Compute-Matched MoE Looped Transformers

ByteDance-Seed

Submitted by

taesiri

UI-Venus-2 Technical Report

antgroup

Submitted by

INV-WZQ

H3-World: Turning Language Understanding into World Control

·
5 authors

Submitted by

fenglinglwb

ZimaBlue: Evolving Generalizable World Action Models through Scalable Video Pre-training

JoyFutureAcademy

Joy Future Academy

Submitted by

kenkaneki

From Production Traffic to Post-Training: Building a Self-Hosted LLM That Covers the Corporate Request Mix

t-tech

2

Submitted by

jueunkim

Hi-Q: Hierarchical Evidence-guided Query Refinement for Multi-Hop Question Answering

POSTECH

Pohang University of Science and Technology

1

Submitted by

gwkrsrch

Evaluating Multimodal LLMs as Generalist Vision-Language-Action Agents for Drone Control: Commanding, Approaching, Tracking and Searching

naver-hyperclovax

Submitted by

craigwu

Uncovering Understanding-Generation Synergy in Native Unified Multimodal Models: From Representation, Task to System

·
6 authors

Submitted by

Mingzh21

Safin-1: Safety from Within through Memory-Native State Evolution

Shanghai-AI-Laboratory

Shanghai AI Laboratory

Submitted by

amitsaha

AgentJudgeBench: A Multi-Difficulty Benchmark for Evaluating LLM Judges on Agentic Tool-Calling

ServiceNow-AI

Submitted by

dingyii

DiagEvo: Diagnosis-Guided Self-Evolution via Hierarchical Error Memory

meituan-longcat

1

Submitted by

taesiri

Harness-of-Harness: Multi-Day Autonomous Software Development with Continual Improvement

·
9 authors

Submitted by

231sm

EM^2Mem: Event-Centric Multimodal Memory for Large Language Models

zjunlp

Submitted by

Liusc2020

Agents in the Large: Perception-Centered Architecture for Persistent Agents

Fudan-University

Fudan University

1

Submitted by

yuntian-deng

Control-Data Flow Separation: Stable Prompt Optimization in Multi-Agent LLMs

UWaterloo

University of Waterloo

Submitted by

Xuerui2312

InternReviewer & InternAdvocate: Objective Reward and Evaluation for Agentic Reinforcement Learning in Peer Review and Rebuttal

Shanghai-AI-Laboratory

Shanghai AI Laboratory

1

Submitted by

Frinkleko

E-Commerce Bench: Evaluating LLM Agents on Long-Horizon Autonomous Business Operation

Qwen

Submitted by

salimkh97

Adapting Without Gradients: Affine Statistics Transport and What Its Certificate Can Tell You

Talan

Submitted by

mbur

Recursive Criticality of AI Self-Improvement

·
1 authors

Submitted by

JeonghyeokDo

ReFlowSET: Representation-Aligned Latent Flow Matching for SAR-to-EO Image Translation

Submitted by

wanng

Learning Where Outcomes Change:Credit-Addressable Reasoning for Multimodal Geometry

IIGroup

Tsinghua IIGroup

1

Submitted by

sukriramli

The Mechanics of Democratic Dominance: A System Dynamics Paradigm for Dynamic Consent Engineering

·
1 authors

Submitted by

miladrzh

Token-Efficient Data Reasoning Agents via Adaptive Structuring of Unstructured Data

Harvard

Harvard University

1

Submitted by

MrSunshy

DramaChain Bench: An End-to-End Benchmark for Short-Drama Generation

Tencent-Hunyuan

Tencent Hunyuan

1