new

Get trending papers in your email inbox once a day!

Get trending papers in your email inbox!

Daily Papers

byAK and the research community

Jan 27

Submitted by

weizhoudb

Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs

SJTU

Shanghai Jiao Tong University

Submitted by

mhjiang0408

daVinci-Dev: Agent-native Mid-training for Software Engineering

GAIR

Submitted by

zptu

The Script is All You Need: An Agentic Framework for Long-Horizon Dialogue-to-Cinematic Video Generation

Tencent-Hunyuan

Tencent Hunyuan

Submitted by

LHL3341

Scientific Image Synthesis: Benchmarking, Methodologies, and Downstream Utility

SJTU

Shanghai Jiao Tong University

Submitted by

ZetangForward

Elastic Attention: Test-time Adaptive Sparsity Ratios for Efficient Transformers

SUDA

Soochow University

Submitted by

LanguageBind

iFSQ: Improving FSQ for Image Generation with 1 Line of Code

Tencent-Hunyuan

Tencent Hunyuan

Submitted by

Knykny

Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability

2

Submitted by

taesiri

Self-Refining Video Sampling

·
6 authors

Submitted by

frontierai

VIBEVOICE-ASR Technical Report

microsoft

Submitted by

AdinaY

DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints

Qwen

Qwen

Submitted by

yumeow122

CGPT: Cluster-Guided Partial Tables with LLM-Generated Supervision for Table Retrieval

NchuNLPLab

NCHU Natural Language Processing Lab

Submitted by

yumeow122

STAR: Semantic Table Representation with Header-Aware Clustering and Adaptive Weighted Fusion

NchuNLPLab

NCHU Natural Language Processing Lab

Submitted by

lgmeta

Paying Less Generalization Tax: A Cross-Domain Generalization Study of RL Training for LLM Agents

metaresearch

Submitted by

charlesdj

AR-Omni: A Unified Autoregressive Model for Any-to-Any Generation

ModalityDance

Submitted by

ParadiseYu

TSRBench: A Comprehensive Multi-task Multi-modal Time Series Reasoning Benchmark for Generalist Models

UMCP

University of Maryland College Park

Submitted by

taesiri

SAGE: Steerable Agentic Data Generation for Deep Search with Execution Feedback

google

Submitted by

taesiri

Agentic Very Long Video Understanding

metaresearch

Submitted by

HakHan

DRPG (Decompose, Retrieve, Plan, Generate): An Agentic Framework for Academic Rebuttal

·
4 authors

Submitted by

jongwoopark7978

IVRA: Improving Visual-Token Relations for Robot Action Policy with Training-Free Hint-Based Guidance

·
6 authors

2

Submitted by

tiantiaf

End-to-End Joint ASR and Speaker Role Diarization with Child-Adult Interactions

·
5 authors

Submitted by

taesiri

SkyReels-V3 Technique Report

Skywork

Submitted by

SP2001

Least-Loaded Expert Parallelism: Load Balancing An Imbalanced Mixture-of-Experts

Salesforce

2

Submitted by

HongruCai

One Adapts to Any: Meta Reward Modeling for Personalized LLM Alignment

ModalityDance

Submitted by

lirt1231

Yunjue Agent Tech Report: A Fully Reproducible, Zero-Start In-Situ Self-Evolving Agent System for Open-Ended Tasks

YunjueTech

Yunjue Technology

Submitted by

cherubicxn

Masked Depth Modeling for Spatial Perception

robbyant

Submitted by

zhifeichen097

A Mechanistic View on Video Generation as World Models: State and Dynamics

Submitted by

hankaixyz

Diffusion In Diffusion: Reclaiming Global Coherence in Semi-Autoregressive Diffusion

huawei-noah

HUAWEI Noah's Ark Lab

3

Submitted by

taesiri

UI Remix: Supporting UI Design Through Interactive Example Retrieval and Remixing

·
5 authors

Submitted by

rifqifarhansyah

PingPong: A Natural Benchmark for Multi-Turn Code-Switching Dialogues

·
9 authors

2

Submitted by

becktepe

Plug-and-Play Benchmarking of Reinforcement Learning Algorithms for Large-Scale Flow Control

safe-autonomous-systems

Safe Autonomous Systems @ TU Dortmund University

Submitted by

smilestruggler

The Side Effects of Being Smart: Safety Risks in MLLMs' Multi-Image Reasoning

thu-coai

Conversational AI (CoAI) group from Tsinghua University

Submitted by

plll123

Less Is More -- Until It Breaks: Security Pitfalls of Vision Token Compression in Large Vision-Language Models

·
6 authors

2

Submitted by

sileod

MortalMATH: Evaluating the Conflict Between Reasoning Objectives and Emergency Contexts

INRIA

Institut National de Recherche en Informatique et en Automatique

Submitted by

xyzeng2000

HalluGuard: Demystifying Data-Driven and Reasoning-Driven Hallucinations in LLMs

·
7 authors

2

Submitted by

Jize1

RouteMoA: Dynamic Routing without Pre-Inference Boosts Efficient Mixture-of-Agents

·
12 authors

2

Submitted by

ItamarZ

TensorLens: End-to-End Transformer Analysis via High-Order Attention Tensors

tau

Tel Aviv University

2

Submitted by

oodgnas

Fast KVzip: Efficient and Accurate LLM Inference with Gated KV Eviction

naver-ai

Submitted by

ethanning

Agentic Search in the Wild: Intents and Trajectory Dynamics from 14M+ Real Search Requests

CarnegieMellonU

Carnegie Mellon University

Submitted by

mrdbourke

C-RADIOv4 (Tech Report)

·
7 authors

Submitted by

xiaolul2

Interp3D: Correspondence-aware Interpolation for Generative Textured 3D Morphing

·
7 authors