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Daily Papers

byAK and the research community

Oct 29

Submitted by

didiforhugface

InteractComp: Evaluating Search Agents With Ambiguous Queries

·
25 authors

Submitted by

taesiri

Tongyi DeepResearch Technical Report

AlibabaTongyiLab

4

Submitted by

callanwu

AgentFold: Long-Horizon Web Agents with Proactive Context Management

AlibabaTongyiLab

Submitted by

sinwang

RoboOmni: Proactive Robot Manipulation in Omni-modal Context

fnlp

OpenMOSS (SII, Fudan NLP)

Submitted by

taesiri

Game-TARS: Pretrained Foundation Models for Scalable Generalist Multimodal Game Agents

ByteDance

8

Submitted by

Bitterdhg

Uniform Discrete Diffusion with Metric Path for Video Generation

BAAI

Beijing Academy of Artificial Intelligence

Submitted by

CH3COOK

From Spatial to Actions: Grounding Vision-Language-Action Model in Spatial Foundation Priors

ByteDance-Seed

1

Submitted by

yueqis

Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents

·
21 authors

Submitted by

callanwu

Repurposing Synthetic Data for Fine-grained Search Agent Supervision

AlibabaTongyiLab

Submitted by

taesiri

OSWorld-MCP: Benchmarking MCP Tool Invocation In Computer-Use Agents

AlibabaTongyiLab

Submitted by

callanwu

AgentFrontier: Expanding the Capability Frontier of LLM Agents with ZPD-Guided Data Synthesis

AlibabaTongyiLab

Submitted by

callanwu

ParallelMuse: Agentic Parallel Thinking for Deep Information Seeking

AlibabaTongyiLab

Submitted by

callanwu

WebLeaper: Empowering Efficiency and Efficacy in WebAgent via Enabling Info-Rich Seeking

AlibabaTongyiLab

Submitted by

KaiiWuu1993

Group Relative Attention Guidance for Image Editing

Kwai-Kolors

Kolors Team, Kuaishou Technology

Submitted by

huanyu112

Latent Sketchpad: Sketching Visual Thoughts to Elicit Multimodal Reasoning in MLLMs

microsoft

Submitted by

yuanshengni

VisCoder2: Building Multi-Language Visualization Coding Agents

TIGER-Lab

Submitted by

windchimeran

Batch Speculative Decoding Done Right

Pennsylvania State University

Submitted by

weilllllls

Routing Matters in MoE: Scaling Diffusion Transformers with Explicit Routing Guidance

AlibabaTongyiLab

Submitted by

WooooDyy

Critique-RL: Training Language Models for Critiquing through Two-Stage Reinforcement Learning

FudanNLP

Submitted by

LiuZH-19

STAR-Bench: Probing Deep Spatio-Temporal Reasoning as Audio 4D Intelligence

internlm

Intern Large Models

Submitted by

alexhsu

ATLAS: Adaptive Transfer Scaling Laws for Multilingual Pretraining, Finetuning, and Decoding the Curse of Multilinguality

google

Submitted by

derenlei

Beyond Reasoning Gains: Mitigating General Capabilities Forgetting in Large Reasoning Models

1

Submitted by

zhihefang

UltraHR-100K: Enhancing UHR Image Synthesis with A Large-Scale High-Quality Dataset

nanjinguniv

Nanjing University

1

Submitted by

spermwhale

SPICE: Self-Play In Corpus Environments Improves Reasoning

Submitted by

catherinearnett

Global PIQA: Evaluating Physical Commonsense Reasoning Across 100+ Languages and Cultures

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338 authors

1

Submitted by

hhua2

Latent Chain-of-Thought for Visual Reasoning

·
8 authors

Submitted by

xypkent

VisJudge-Bench: Aesthetics and Quality Assessment of Visualizations

·
11 authors

Submitted by

haoyiq114

MMPersuade: A Dataset and Evaluation Framework for Multimodal Persuasion

Salesforce

1

Submitted by

Bingguang

FunReason-MT Technical Report: Overcoming the Complexity Barrier in Multi-Turn Function Calling

inclusionAI

1

Submitted by

taesiri

Rethinking Visual Intelligence: Insights from Video Pretraining

·
7 authors

Submitted by

taesiri

ReplicationBench: Can AI Agents Replicate Astrophysics Research Papers?

·
13 authors

Submitted by

ungersboeck

SAO-Instruct: Free-form Audio Editing using Natural Language Instructions

disco-eth

Submitted by

lairgiyassir

ATOM: AdapTive and OptiMized dynamic temporal knowledge graph construction using LLMs

·
5 authors

Submitted by

XUANMINGZHANG

Generalization or Memorization: Dynamic Decoding for Mode Steering

stanfordnlp

Submitted by

AuWang

PartNeXt: A Next-Generation Dataset for Fine-Grained and Hierarchical 3D Part Understanding

·
7 authors

Submitted by

leduckhai

S-Chain: Structured Visual Chain-of-Thought For Medicine

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24 authors

Submitted by

ahn1376

Optimize Any Topology: A Foundation Model for Shape- and Resolution-Free Structural Topology Optimization

1

Submitted by

zxbsmk

GRPO-Guard: Mitigating Implicit Over-Optimization in Flow Matching via Regulated Clipping

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13 authors

1

Submitted by

shufanshen

VL-SAE: Interpreting and Enhancing Vision-Language Alignment with a Unified Concept Set

UCAS

ucas

Submitted by

datalyes

PatenTEB: A Comprehensive Benchmark and Model Family for Patent Text Embedding

·
2 authors

1

Submitted by

aashiqmuhamed

Beyond Understanding: Evaluating the Pragmatic Gap in LLMs' Cultural Processing of Figurative Language

cmu-lti