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Daily Papers

byAK and the research community

Aug 6

Submitted by

ruiye-sjtu

ABSeeker: Training Long-Horizon Search Agents via Answer-Backtracked Credit Assignment

SJTU

Shanghai Jiao Tong University

Submitted by

taesiri

ToolArtist: Tool-Using Unified Multimodal Models for Agentic Image Generation

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8 authors

Submitted by

Junlinh

Towards Physics of Multimodal Pretraining: Knowledge Flow, Modality Synergy, Early Unification, and Recipes

Submitted by

Yushi98

The Personalization Mirage: How LLMs Fabricate User Profiles, and Why Self-Monitoring Misleads

Submitted by

Ningyu

OneDayAgent: Towards a Long-Horizon Harness for Autonomous Agents

zjunlp

Submitted by

Lingaaaaaaa

Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning

princetonu

Princeton University

Submitted by

hiyouga

GDPevo: Evaluating Agent Self-Evolution on Real Business Tasks

PrismShadow

Submitted by

wwwyyy

Ego2Robot: Scalable Robot Data Synthesis from Egocentric Human Data

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15 authors

Submitted by

jenoj

When Teachers Mislead: Spurious-Signal-Aware On-Policy Distillation

ByteDance

Submitted by

Dasool

NOLLI: A Difficulty-Calibrated Puzzle Benchmark for Diagnosing the English-Korean Performance Gap

HAERAE-HUB

Submitted by

mistletoe111

AVE-Compass: Towards Holistic Evaluation for Audio-Video Editing Abilities

NJU-LINK

Submitted by

taesiri

HelloWorld: Enabling Socially Interactive Characters in Video World Models

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5 authors

Submitted by

taesiri

K-EXAONE 2.0 Technical Report

LGAI-EXAONE

Submitted by

Yushi98

When Memory Lies: An Empirical Study of Spatial Memory Staleness in VLM Agents

tencent

Submitted by

LZXzju

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance

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12 authors

1

Submitted by

DogNeverSleep

FocusMem: Factorizing Content, Readout, and Trust in Latent GUI Memory

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8 authors

Submitted by

KhanCold

SKILL-KD: Contrastive Skill Distillation for LLM Agents

Zhejiang University

Submitted by

MarcusGu

WorldCycle: Self-Verifiable Reinforcement Learning for Long-Horizon Video World Models

tencent

Submitted by

taesiri

OPD-V: Visual On-Policy Self-Distillation with Modality Balance

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8 authors

Submitted by

jiekeshi

Lossless Tensor Compression as Program Synthesis

SingaporeManagementUniversity

Singapore Management University

Submitted by

LPY

BridgeVLA++: A Data-Efficient, Generalizable, and Memory-Augmented Vision-Language-Action Framework for 3D Manipulation

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13 authors

Submitted by

simingfu

Poly-OPD: Heterogeneous Multi-Teacher On-Policy Distillation for Capability-Selectable Flow Models

jingdong1

Submitted by

Marblueocean

UniWorld-View: Large-Baseline View Synthesis via Video Diffusion Models

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6 authors

Submitted by

SecureLLMSys

Agent Against Agent: An Agentic System for Automatic Prompt Injection Red Teaming

Pennsylvania State University

Submitted by

xuehang

Consistency-Driven Co-Evolution for Self-Supervised Cross-Representation Learning

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6 authors

1

Submitted by

Goal-aweiluo

TriGlue: a Biology-Inspired Generative Model for Generating Molecular Glue-Induced Ternary Complex

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5 authors

Submitted by

zli12321

Recursive Synthesis for Long-Horizon Terminal Tasks

Tencent-Hunyuan

Tencent Hunyuan

Submitted by

TaeHoseong

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack

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2 authors

1

Submitted by

tomhu

Self-Evolving Coding Agents

NJUST1412

Nanjing University of Science and Technology

Submitted by

Rujun

FinanceHarness: Autonomous Financial Deep Research Framework

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11 authors

Submitted by

inorganicwriter

SIGNPOST-Bench: Benchmarking Text-Vision Conflict Resolution in Multimodal Large Language Models

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7 authors

Submitted by

drscotthawley

Helping Music Co-Creation Agents 'Listen' Well: Hierarchical Self-Supervised World Models for Understanding and Generation

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1 authors

1

Submitted by

sajjadanwar0

Resume Means Resume: A Machine-Checked Conformance Contract for Checkpoint, Interrupt, and Resume Semantics in Workflow Persistence Layers

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1 authors

1

Submitted by

hackwither

What AI Red-Team Evaluations Can and Cannot Prove