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Daily Papers

byAK and the research community

Jan 15

Submitted by

wukeming11

DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation

Infinity-AILab

Submitted by

Huacan-Wang

Controlled Self-Evolution for Algorithmic Code Optimization

QuantaAlpha

Submitted by

VentureZJ

MAXS: Meta-Adaptive Exploration with LLM Agents

XianJiaotongUniversity

Xi'an Jiaotong University

Submitted by

VentureZJ

A^3-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation

XianJiaotongUniversity

Xi'an Jiaotong University

Submitted by

ystluffy

Distribution-Aligned Sequence Distillation for Superior Long-CoT Reasoning

Alibaba-Apsara

Alibaba Cloud Apsara Lab

Submitted by

jasper0314-huang

Fast-ThinkAct: Efficient Vision-Language-Action Reasoning via Verbalizable Latent Planning

nvidia

2

Submitted by

taesiri

EvoFSM: Controllable Self-Evolution for Deep Research with Finite State Machines

QuantaAlpha

Submitted by

CharlesChen2023

SkinFlow: Efficient Information Transmission for Open Dermatological Diagnosis via Dynamic Visual Encoding and Staged RL

baichuan-inc

Baichuan Intelligent Technology

Submitted by

fengran

OpenDecoder: Open Large Language Model Decoding to Incorporate Document Quality in RAG

UniversitedeMontreal

Université de Montréal

2

Submitted by

taesiri

OpenVoxel: Training-Free Grouping and Captioning Voxels for Open-Vocabulary 3D Scene Understanding

nvidia

Submitted by

taesiri

TranslateGemma Technical Report

google

Submitted by

WYRipple

ExpSeek: Self-Triggered Experience Seeking for Web Agents

AlibabaTongyiLab

Submitted by

yyyang

FocusUI: Efficient UI Grounding via Position-Preserving Visual Token Selection

showlab

Submitted by

Coder-AN

Are LLMs Vulnerable to Preference-Undermining Attacks (PUA)? A Factorial Analysis Methodology for Diagnosing the Trade-off between Preference Alignment and Real-World Validity

·
6 authors

Submitted by

jwanglvy

Imagine-then-Plan: Agent Learning from Adaptive Lookahead with World Models

·
5 authors

2

Submitted by

taesiri

Efficient Camera-Controlled Video Generation of Static Scenes via Sparse Diffusion and 3D Rendering

·
4 authors

Submitted by

pcr2120

Geometric Stability: The Missing Axis of Representations

·
1 authors

Submitted by

taesiri

The AI Hippocampus: How Far are We From Human Memory?

·
15 authors

Submitted by

HuskyDoge

Flow Equivariant World Models: Memory for Partially Observed Dynamic Environments

·
5 authors

Submitted by

lingjie23

No More Stale Feedback: Co-Evolving Critics for Open-World Agent Learning

·
10 authors

Submitted by

Aman

DPWriter: Reinforcement Learning with Diverse Planning Branching for Creative Writing

·
9 authors

Submitted by

charlesdj

Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning

ModalityDance

Submitted by

SII-Molu

SCALER:Synthetic Scalable Adaptive Learning Environment for Reasoning

·
5 authors

Submitted by

yfdeng10

Focal Guidance: Unlocking Controllability from Semantic-Weak Layers in Video Diffusion Models

·
6 authors

2

Submitted by

lsliwko

Cluster Workload Allocation: Semantic Soft Affinity Using Natural Language Processing

·
2 authors

2

Submitted by

benediktnlp

sui-1: Grounded and Verifiable Long-Form Summarization

ellamind

2

Submitted by

Aragoner

SampoNLP: A Self-Referential Toolkit for Morphological Analysis of Subword Tokenizers

·
3 authors

2