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Daily Papers

byAK and the research community

Feb 6

Submitted by

liufanfanlff

Length-Unbiased Sequence Policy Optimization: Revealing and Controlling Response Length Variation in RLVR

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6 authors

Submitted by

ShuoChen20

Context Forcing: Consistent Autoregressive Video Generation with Long Context

TIGER-Lab

Submitted by

yangxue

RISE-Video: Can Video Generators Decode Implicit World Rules?

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12 authors

Submitted by

taesiri

ProAct: Agentic Lookahead in Interactive Environments

Tencent-Hunyuan

Tencent Hunyuan

Submitted by

PeterV09

Dr. Kernel: Reinforcement Learning Done Right for Triton Kernel Generations

HKUST NLP Group

Submitted by

zhouenyu04

Steering LLMs via Scalable Interactive Oversight

nex-agi

Submitted by

Vilin97

Semantic Search over 9 Million Mathematical Theorems

uw-math-ai

University of Washington Math AI Lab

Submitted by

ShawnYing

Retrieval-Infused Reasoning Sandbox: A Benchmark for Decoupling Retrieval and Reasoning Capabilities

ByteDance-Seed

Submitted by

Steven-Shaobo

Grounding and Enhancing Informativeness and Utility in Dataset Distillation

SJTU

Shanghai Jiao Tong University

Submitted by

xusirui

InterPrior: Scaling Generative Control for Physics-Based Human-Object Interactions

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7 authors

Submitted by

shilinyan

SwimBird: Eliciting Switchable Reasoning Mode in Hybrid Autoregressive MLLMs

Accio-Lab

Submitted by

HughieHu

SAGE: Benchmarking and Improving Retrieval for Deep Research Agents

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5 authors

Submitted by

Baolin

Reinforcement World Model Learning for LLM-based Agents

MicrosoftResearch

Microsoft Research

Submitted by

vincentleebang

Reinforced Attention Learning

google

Submitted by

Xiaoye08

LatentMem: Customizing Latent Memory for Multi-Agent Systems

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9 authors

Submitted by

menik1126

V-Retrver: Evidence-Driven Agentic Reasoning for Universal Multimodal Retrieval

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9 authors

Submitted by

taesiri

BABE: Biology Arena BEnchmark

ByteDance-Seed

Submitted by

yangzhi1

Spider-Sense: Intrinsic Risk Sensing for Efficient Agent Defense with Hierarchical Adaptive Screening

AIFin-Lab

Submitted by

Jimlkh

Breaking the Static Graph: Context-Aware Traversal for Robust Retrieval-Augmented Generation

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7 authors

1

Submitted by

taesiri

Late-to-Early Training: LET LLMs Learn Earlier, So Faster and Better

ByteDance-Seed

Submitted by

hba123

Multi-Task GRPO: Reliable LLM Reasoning Across Tasks

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8 authors

Submitted by

Harahan

Light Forcing: Accelerating Autoregressive Video Diffusion via Sparse Attention

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6 authors

Submitted by

taesiri

Pathwise Test-Time Correction for Autoregressive Long Video Generation

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10 authors

Submitted by

taesiri

FastVMT: Eliminating Redundancy in Video Motion Transfer

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12 authors

Submitted by

RayY

Do Vision-Language Models Respect Contextual Integrity in Location Disclosure?

GeorgiaTech

Georgia Institute of Technology

Submitted by

Dongchao

UniAudio 2.0: A Unified Audio Language Model with Text-Aligned Factorized Audio Tokenization

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6 authors

Submitted by

tytyt

Adaptive 1D Video Diffusion Autoencoder

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6 authors

Submitted by

lucadellalib

Beyond Fixed Frames: Dynamic Character-Aligned Speech Tokenization

MilaQuebec

Mila – Quebec Artificial Intelligence Institute

Submitted by

Kavanavnlp

PhysicsAgentABM: Physics-Guided Generative Agent-Based Modeling

Virginia Polytechnic Institute and State University

Submitted by

melisa

Accurate Failure Prediction in Agents Does Not Imply Effective Failure Prevention

Writer

Submitted by

abhishek9909

Assessing Domain-Level Susceptibility to Emergent Misalignment from Narrow Finetuning

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6 authors

1