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Daily Papers

byAK and the research community

Aug 5

Submitted by

KhanCold

MerchantBench: Benchmarking LLM Agents for Long-Term Coherence in E-Commerce Operations

alibabagroup

Submitted by

taesiri

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion

jingdong1

Submitted by

fyv587

AURORA-LM: Autoencoding Unified Representation for Continuous-Latent Diffusion Language Modeling

nanjinguniv

Nanjing University

Submitted by

taesiri

Hunyuan3D-Buffalo 1.0: A Unified Multimodal Model for Scalable 3D Generation, Understanding, and Editing

Tencent-Hunyuan

Tencent Hunyuan

1

Submitted by

CostaliyA

Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent

·
20 authors

1

Submitted by

fcthebrave

Knowledge-Geometry Decoupling: Refreshable Pretrained Transfer for Streaming Recommendation

Personalized&Inclusive Intelligence Research

Submitted by

yaya234

PCSD: Persistent Consistency for Self-Distillation in Agentic Reinforcement Learning

BIT

Beijing Institute of Technology

1

Submitted by

taesiri

PAST-Bench: Benchmarking the Foundations of Recursive Self-Improvement in Personal Agents

princetonu

Princeton University

Submitted by

ldkong

Quo Vadis, World Modeling?

Shanghai-AI-Laboratory

Shanghai AI Laboratory

Submitted by

simingfu

Any-OPD: Heterogeneous On-Policy Distillation for Flow-Matching Models via Representation-Space Bridging

jingdong1

Submitted by

DogNeverSleep

OmniPack: Unified Token Compression for Efficient Omni-modal Large Language Models

·
13 authors

Submitted by

yyyou

LLaDA MoE v2: Scaling Mixture-of-Experts Diffusion Language Models

GSAI-ML

Submitted by

LiuzhipengUCAS

CAPEval: A Decoupled Caption Evaluation across Understanding and Generation

·
3 authors

Submitted by

Zonghao2025

SkillJack: Persistent Skill Backdoors in Self-Evolving Agents

tencent

Submitted by

chestnutlzj

UniWorld-Design: From Pixel Generation to Layer-Native Design

PekingUniversity

Peking University

1

Submitted by

ChangleQu

TurnSight: Turn-Level Hindsight Self-Distillation for Tool-Integrated Reasoning

RUC

Renmin University of China

Submitted by

hyf015

GROVE: Growing and Reasoning over Temporally Stratified Memory from Streaming Video Experience

·
10 authors

Submitted by

imamnurby

ExplainBench: Evaluating Code Explanations from Agents

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4 authors

Submitted by

Blancokkk

ContinualSkillBench: Can LLM Agents Truly Evolve Their Capabilities?

PekingUniversity

Peking University

Submitted by

zhaoyian01

MiniWorld: Democratizing the Training of Video World Models from Scratch

PekingUniversity

Peking University

Submitted by

yonglixiang

When Agents Learn to Be You: Benchmarking Privacy Leakage, Impersonation Risk, and Defenses in Persona Skills

·
7 authors

Submitted by

SivanSX

Decoding Children's Gait Behavior

PediaMedAI

Submitted by

XUANMINGZHANG

Are the Financial Reasoning from LLMs Credible? A Real World Test over Long-Horizon Statements

Qwen

Submitted by

wangmingxinthu

Push-Wiper: Toward General-Purpose Robotic Cleaning across Varied Stains and Surfaces with Segmented Pushing Trajectories

Tsinghua University

Submitted by

wangmingxinthu

ST-WAM: Semantic-Temporal World Action Model for Robust Manipulation under Visual Distribution Shifts

Tsinghua University

Submitted by

T-Jack

PosterMELD: Multi-Agent Paper-to-Poster Generation for Controllable Design Diversity with Editable Print-Ready Outputs

·
6 authors

Submitted by

higokri

RestoreKV: Recovering Full-Cache Behavior Under Aggressive Query-Agnostic KV Cache Eviction

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3 authors

1

Submitted by

yonghyunk1m

Multi-Task Multi-Frame Visual Piano Transcription

PianoVAM

Submitted by

cschroeder

When Attention Goes Blind: Numerical Failure in ALiBi Positional Encodings

coral-nlp

CORAL NLP Research

Submitted by

fmk99

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation

Tsinghua University

Submitted by

gagan3012

ChronoLens: Measuring Language Change Across Time, Languages, and Linguistic Levels

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4 authors

Submitted by

xuehang

CURV: Enhancing Chart Understanding Through Curriculum Visual Grounded Reasoning

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9 authors