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Daily Papers

byAK and the research community

May 14

Submitted by

EilamSha

MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image

Technion

Technion Israel institute of technology

Submitted by

anchen1011

MinT: Managed Infrastructure for Training and Serving Millions of LLMs

mindlab-research

Submitted by

taesiri

AnyFlow: Any-Step Video Diffusion Model with On-Policy Flow Map Distillation

nvidia

Submitted by

ZhaoweiWang

Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context

ByteDance-Seed

1

Submitted by

EilamSha

Predicting Decisions of AI Agents from Limited Interaction through Text-Tabular Modeling

Technion

Technion Israel institute of technology

Submitted by

lhjiang

Qwen-Image-VAE-2.0 Technical Report

Qwen

Submitted by

DogNeverSleep

Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward Modeling

·
10 authors

Submitted by

frog123123123123

TrackCraft3R: Repurposing Video Diffusion Transformers for Dense 3D Tracking

google

Submitted by

ttchungc

Many-Shot CoT-ICL: Making In-Context Learning Truly Learn

·
4 authors

Submitted by

VLyb

FrameSkip: Learning from Fewer but More Informative Frames in VLA Training

ZGCA

Zhongguancun Academy

Submitted by

1e12Leon

The DAWN of World-Action Interactive Models

COWARobot

Submitted by

Lakonik

Asymmetric Flow Models

StanfordUniversity

Stanford University

Submitted by

Yux1ang

Learning Agentic Policy from Action Guidance

·
9 authors

Submitted by

gasolsun

Retrieval is Cheap, Show Me the Code: Executable Multi-Hop Reasoning for Retrieval-Augmented Generation

UIUC-CS

University of Illinois at Urbana-Champaign

Submitted by

SteveZeyuZhang

PresentAgent-2: Towards Generalist Multimodal Presentation Agents

PekingUniversity

Peking University

Submitted by

Beckham808

RoboEvolve: Co-Evolving Planner-Simulator for Robotic Manipulation with Limited Data

·
5 authors

Submitted by

chiennv

Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion

·
6 authors

Submitted by

dj220001

HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution

·
5 authors

Submitted by

JaydenLu666

Offline Preference Optimization for Rectified Flow with Noise-Tracked Pairs

·
5 authors

Submitted by

lichangh20

Revisiting DAgger in the Era of LLM-Agents

GeorgiaTech

Georgia Institute of Technology

Submitted by

DhavalPatel

Results and Retrospective Analysis of the CODS 2025 AssetOpsBench Challenge

ibm-research

Submitted by

taesiri

MAP: A Map-then-Act Paradigm for Long-Horizon Interactive Agent Reasoning

·
9 authors

Submitted by

taesiri

Context Training with Active Information Seeking

deepmind

Submitted by

JZPeterPan

RealICU: Do LLM Agents Understand Long-Context ICU Data? A Benchmark Beyond Behavior Imitation

TUM

Technical University of Munich

Submitted by

yanggangu

FeatCal: Feature Calibration for Post-Merging Models

PolyUHK

The Hong Kong Polytechnic University

Submitted by

taesiri

AgentLens: Revealing The Lucky Pass Problem in SWE-Agent Evaluation

·
7 authors

Submitted by

taesiri

Visual Aesthetic Benchmark: Can Frontier Models Judge Beauty?

·
17 authors

Submitted by

Dominic789654

Position: LLM Inference Should Be Evaluated as Energy-to-Token Production

·
8 authors

1

Submitted by

XINLI1997

The Extrapolation Cliff in On-Policy Distillation of Near-Deterministic Structured Outputs

NanyangTechnologicalUniversity

Nanyang Technological University

1

Submitted by

dzigen

PersonalAI 2.0: Enhancing knowledge graph traversal/retrieval with planning mechanism for Personalized LLM Agents

skoltech

1

Submitted by

janaab

Vividh-ASR: A Complexity-Tiered Benchmark and Optimization Dynamics for Robust Indic Speech Recognition

adalat-ai

Submitted by

rohan2810

F-GRPO: Factorized Group-Relative Policy Optimization for Unified Candidate Generation and Ranking

McAuley-Lab

Submitted by

lainmn

Frequency Bias and OOD Generalization in Neural Operators under a Variable-Coefficient Wave Equation

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2 authors

Submitted by

shivamk3r

ShapeCodeBench: A Renewable Benchmark for Perception-to-Program Reconstruction of Synthetic Shape Scenes

·
1 authors

Submitted by

iiiiGray

MemReread: Enhancing Agentic Long-Context Reasoning via Memory-Guided Rereading

SUDA

Soochow University

Submitted by

teemosliang

From Pixels to Concepts: Do Segmentation Models Understand What They Segment?

hkuhk

The University of Hong Kong

Submitted by

ljjDL

SafeHarbor: Hierarchical Memory-Augmented Guardrail for LLM Agent Safety

Beihang

Beihang University

Submitted by

JackYoung27

WriteSAE: Sparse Autoencoders for Recurrent State

·
1 authors

Submitted by

YoussefAboelwafa

M2Retinexformer: Multi-Modal Retinexformer for Low-Light Image Enhancement

Alexandria-University

Alexandria University

Submitted by

gshbao

FAAST: Forward-Only Associative Learning via Closed-Form Fast Weights for Test-Time Supervised Adaptation

WestlakeNLP

Text Intelligence Lab of Westlake University