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Daily Papers

byAK and the research community

Oct 7

Submitted by

Nothing2Say

Rethinking Cross-Tokenizer On-Policy Distillation: From Alignment Coverage to Supervision Reliability

·
7 authors

1

Submitted by

JohnZhan

DuoMatching: Joint-Marginal Distribution Matching for Few-Step Video Generation

ByteDance

Submitted by

tuidan

TRACE: Rollout-Guided Quantization-Aware Training for FP4 Reinforcement Learning of MoE Language Models

Qwen

1

Submitted by

Qing145

EVISKILL: Grounding Skill Evolution in Replayable Evidence

JLU-Deep

DEEP Group at Jilin University

Submitted by

danielhzlin

From Evidence to Action: How Tool-Using Agents Fail

NationalUniversityofSingapore

National University of Singapore

Submitted by

DongkiKim

AutoSciBench: Autonomous Benchmark Generation for Evaluating Scientific Agents

Genentech

1

Submitted by

lshig96

Taming VLAs under Robot Execution Errors: Self-Compensation and Stress Testing

POSTECH

Pohang University of Science and Technology

2

Submitted by

Benyou

HuatuoGPT-3: RL-Only Domain Adaptation from Base Models

CUHKSZ

Chinese University of Hong Kong, Shenzhen

Submitted by

Jam1e3

World Action Learning via Interaction-Centric Spectral Latent Guidance

The Hong Kong University of Science and Technology

1

Submitted by

zgzxy001

Selection-Based Structured Reasoning: Toward Efficient Multimodal Search Agents

CarnegieMellonU

Carnegie Mellon University

Submitted by

ekinderman

UNREAL: Unifying Retrieval and Long-Context with a Single Model

nvidia

1

Submitted by

enrico-protom

AGO AI Quality Gate: Evidence-First Release Decisions for Retrieval-Augmented Generation

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6 authors

1

Submitted by

taesiri

EmbodiedSmith: Scaling Embodied Data through Recursive Self-Improvement Flywheel in Simulation

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16 authors

Submitted by

YihuaiHong

Making LLMs Say What They Think: Measuring and Improving CoT-Interpretability Alignment

newyorkuniversity

New York University

Submitted by

shizhuo2

MiniCorp: The Last Mile of the AI Agent Firm

microsoft

Submitted by

dzxagent

GUI-HARVEST: Self-Improving GUI Agents through Evidence-Driven Harness Evolution

The Chinese University of Hongkong,Shenzhen

Submitted by

gunho1123

SlimWise: Decoupling Expert Pruning Across Prefill and Decode for Efficient MoE Serving

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6 authors

1

Submitted by

IdanAchi

Adaptive Latent Capacity for World Models

Arm

1

Submitted by

HollowMan6

NeMo-DCR: Bit-Exact Delta-Compressed Refit for Scalable Agentic RL at Trillion-Parameter Scale

nvidia

Submitted by

sam121796

DiVeR: Decision-Critical Verifier Learning for VLA Test-Time Scaling

MicrosoftResearch

Microsoft Research

Submitted by

qiusizhan

Understanding and Enhancing Backdoor Persistency in LLM Agent Post-Training

UIUC-CS

University of Illinois at Urbana-Champaign

Submitted by

Kyudan

Hiding Tool Latency in On-Device Cascaded Voice Agent through Speculative Execution

Qualcomm-AI-Research

Qualcomm AI Research

Submitted by

yoomee-cho

Accent Analogy Guidance: More Speaker Similarity at Equal Accent in Cross-Lingual Voice Cloning

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2 authors

Submitted by

jason-moon

Harness-Aware Distillation for Small Language Model Agents

kaist-ai

Submitted by

taesiri

DistScene: Object-to-Scene Distillation for 3D Scene Generation

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9 authors

Submitted by

Sarim-Hash

AdvSim2Real : Training Web Agents Against Adaptive Prompt Injection in a Web World Model

MBZUAI

Mohamed Bin Zayed University of Artificial Intelligence

Submitted by

yuuxia

Personal-Agent Mediated Recommendation with Cross-Platform User History

meta

Submitted by

zhouzhenghong-gt

ALIVE: Interaction-Aligned Object Insertion for First-Frame-Guided Video Editing

university-of-rochester

University of Rochester

Submitted by

Kyudan

HiPLEX: Hierarchical Policy Factorization for Full Duplex Speech Language Models

Qualcomm-AI-Research

Qualcomm AI Research

Submitted by

HaoyuHuang2

Towards In-Parameter Memory Augmentation for Large Language Models

Submitted by

jaehong31

Attacca: Goal-Directed Control under State Continuity for Long-Horizon Embodied Agents

nanyang-technological-university-singapore

Nanyang Technological University Singapore

Submitted by

benni23

Judged Useless, Queried Anyway: Tool-Using Agents Rarely Turn Their Own Evidence Judgments into Stopping Decisions

nanyang-technological-university-singapore

Nanyang Technological University Singapore

Submitted by

domejiraphon

Building Rome from a Single Image

·
8 authors

Submitted by

AllenJin

Harness Engineering for Software Engineering via Modular Executable Dev-Primitives

·
4 authors

Submitted by

omer11a

Learning to Read the Contextual Tokens in Diffusion Transformers

tau

Tel Aviv University

Submitted by

zhangdd24

Learning Discriminative Geometry for Drifting Models

·
4 authors

Submitted by

chenfeng1271

HLA: Expressive Hybrid Linear Attention via Chunk-Wise Dynamic Mixing

Monash University

Submitted by

shreshthsaini

JLD: Perceptual Distance Through A Jacobian Lens

·
3 authors

Submitted by

shreshthsaini

MEND: RL For Flow Models via Proximal Velocity Matching

UTEXAS

University of Texas at Austin

Submitted by

taesiri

VeriFine: Scaling Verification for Self-Improvement in Embodied Reasoning

nvidia

Submitted by

taesiri

World Models' Last Exam in Physics

·
11 authors

Submitted by

turhancan97

WildMatch: Weakly Supervised Image Matcher Adaptation for Wildlife Re-Identification

·
6 authors

Submitted by

antoineedy

DAEDALUS: Bootstrapping Agent Memory from Self-Generated Tasks

illuin

Illuin Technology

Submitted by

jarmstrong001

Source Identification Is Not Fitness Testing: Measuring the Limits of Synthetic-Data Attribution

·
1 authors

1

Submitted by

wrecka

CtrlCache: Accelerating Interactive Video World Models with Control-Aware Caching

·
5 authors

Submitted by

Yoniel

ConEx: Human-Interpretable Saliency Maps via Concept-Aware Attribution

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4 authors