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Daily Papers

byAK and the research community

May 19

Submitted by

AaronHuangWei

LongLive-2.0: An NVFP4 Parallel Infrastructure for Long Video Generation

nvidia

Submitted by

CoreloneH

Lance: Unified Multimodal Modeling by Multi-Task Synergy

bytedance-research

bytedance-research

Submitted by

ldkong

AI for Auto-Research: Roadmap & User Guide

·
20 authors

Submitted by

kkakkkka

KVPO: ODE-Native GRPO for Autoregressive Video Alignment via KV Semantic Exploration

THU1911

Tsinghua University

Submitted by

B3rrYang

Code-as-Room: Generating 3D Rooms from Top-Down View Images via Agentic Code Synthesis

Submitted by

XingtaiHF

Post-Trained MoE Can Skip Half Experts via Self-Distillation

THU1911

Tsinghua University

Submitted by

CheeryLJH

OProver: A Unified Framework for Agentic Formal Theorem Proving

m-a-p

Multimodal Art Projection

Submitted by

hongyi-liu

SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution

IAAR-Shanghai

Memtensor Research Group

Submitted by

jjihwannn

LiteFrame: Efficient Vision Encoders Unlock Frame Scaling in Video LLMs

deepmind

Submitted by

ZhishanQ

Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models

University of Illinois Chicago

Submitted by

youuor7r

Where Should Diffusion Enter a Language Model? Geometry-Guided Hidden-State Replacement

HOLILAB

1

Submitted by

yizecheng

Model-Adaptive Tool Necessity Reveals the Knowing-Doing Gap in LLM Tool Use

UMaryland

University of Maryland

Submitted by

yfdeng10

StableVLA: Towards Robust Vision-Language-Action Models without Extra Data

PekingUniversity

Peking University

Submitted by

jiwonsong

CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection

SNU-VLSI

Seoul National University VLSI Lab

Submitted by

iforgott

From Runnable to Shippable: Multi-Agent Test-Driven Development for Generating Full-Stack Web Applications from Requirements

CUHK-CSE

The Chinese University of Hong Kong

Submitted by

monster119120

Measuring Maximum Activations in Open Large Language Models

baidu

Submitted by

emozilla

Targeted Neuron Modulation via Contrastive Pair Search

NousResearch

Submitted by

monster119120

EndPrompt: Efficient Long-Context Extension via Terminal Anchoring

baidu

Submitted by

taesiri

AtlasVA: Self-Evolving Visual Skill Memory for Teacher-Free VLM Agents

·
6 authors

Submitted by

KOHbDS

FINESSE-Bench: A Hierarchical Benchmark Suite for Financial Domain Knowledge and Technical Analysis in Large Language Models

·
7 authors

1

Submitted by

milkkarten

Agent Bazaar: Enabling Economic Alignment in Multi-Agent Marketplaces

princetonu

Princeton University

1

Submitted by

taesiri

Incantation: Natural Language as the Action Interface for Multi-Entity Video World Models

·
14 authors

Submitted by

taesiri

Actionable World Representation

·
7 authors

Submitted by

taesiri

Code as Agent Harness

·
42 authors

Submitted by

ligongh

SNLP: Layer-Parallel Inference via Structured Newton Corrections

RedHatAI

Submitted by

ItsMaxNorm

SafeDiffusion-R1: Online Reward Steering for Safe Diffusion Post-Training

MBZUAI

Mohamed Bin Zayed University of Artificial Intelligence

Submitted by

QingchuanMa

A2RBench: An Automatic Paradigm for Formally Verifiable Abstract Reasoning Benchmark Generation

MAC-AutoML

1

Submitted by

pcr2120

Geometric Phase Transition Enables Extreme Hippocampal Memory Capacity

·
1 authors

Submitted by

mchraba

Monitoring the Internal Monologue: Probe Trajectories Reveal Reasoning Dynamics

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5 authors

1

Submitted by

Jerry999

MixSD: Mixed Contextual Self-Distillation for Knowledge Injection

CarnegieMellonU

Carnegie Mellon University

Submitted by

taesiri

AgentKernelArena: Generalization-Aware Benchmarking of GPU Kernel Optimization Agents

·
14 authors

Submitted by

arkimjh

GRASP: Learning to Ground Social Reasoning in Multi-Person Non-Verbal Interactions

UIUC-CS

University of Illinois at Urbana-Champaign

1