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Daily Papers

byAK and the research community

Jun 12

Submitted by

zhengli1013

InterleaveThinker: Reinforcing Agentic Interleaved Generation

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7 authors

Submitted by

cmhungsteve

SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning

nvidia

Submitted by

zhiyuanhucs

EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments

MIT

Massachusetts Institute of Technology

Submitted by

namespace-ERI

FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents

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12 authors

Submitted by

taesiri

LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories

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18 authors

Submitted by

wanlilll

WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces

microsoft

Submitted by

MoonKuun

N-GRPO: Embedding-Level Neighbor Mixing for Enhanced Policy Optimization

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4 authors

Submitted by

Jiaqi-hkust

Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding?

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9 authors

Submitted by

taesiri

MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level Test-Time Scaling

MiniMaxAI

Submitted by

utopiar

MoVerse: Real-Time Video World Modeling with Panoramic Gaussian Scaffold

Orange-Team

Submitted by

pianzhikuang

Visual Para-Thinker++: A Single-Policy Multi-Agent Framework for Visual Reasoning

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7 authors

Submitted by

pianzhikuang

SG-OPD: Sign-Gated On-Policy Distillation via Sign-Consistency Gating and Phased Teacher Sampling

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6 authors

Submitted by

xw27

HarnessBridge: Learnable Bidirectional Controller for LLM Agent Harness

UCLA

University of California, Los Angeles

Submitted by

amyxx2001

EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery

THU-KEG

Knowledge Engineer Group @ Tsinghua University

Submitted by

taesiri

VideoMDM: Towards 3D Human Motion Generation From 2D Supervision

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4 authors

Submitted by

taesiri

Surflo: Consistent 3D Surface Flow Model with Global State

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6 authors

Submitted by

LeoYML

Evoflux: Inference-Time Evolution of Executable Tool Workflows for Compact Agents

ibm-research

Submitted by

Krystalan

EvoBrowseComp: Benchmarking Search Agents on Evolving Knowledge

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5 authors

Submitted by

EasonFan

Demystifying Hidden-State Recurrence: Switchable Latent Reasoning with On-Policy Reinforcement Learning

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9 authors

Submitted by

pangly

MaskAlign: Token-Subset Representation Alignment for Efficient Diffusion Training

Submitted by

tayalmanan

MuJoCo-Drones-Gym: A GPU-Accelerated Multi-Drone Simulator for Control and Reinforcement Learning

tau-intelligence

TAU Intelligence

Submitted by

taesiri

WEAVER, Better, Faster, Longer: An Effective World Model for Robotic Manipulation

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5 authors