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Daily Papers

byAK and the research community

Jun 11

Submitted by

shwu

Redesign Mixture-of-Experts Routers with Manifold Power Iteration

·
4 authors

Submitted by

namespace-ERI

Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

RUC-NLPIR

NLPIR Lab @ RUC

Submitted by

hankaixyz

Claw-SWE-Bench: A Benchmark for Evaluating OpenClaw-style Agent Harnesses on Coding Tasks

TokenRhythm

Submitted by

jinzhuoran

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application

China666

Chinese Academy of Sciences

Submitted by

Orion-Cai

Beyond Scalar Rewards by Internalizing Reasoning into Score Distributions

Tongyi-MAI

1

Submitted by

weipang142857

TRL-Bench: Standardizing Cross-Paradigm Representation-Level Evaluation of Tabular Encoders

CUHKSZ

Chinese University of Hong Kong, Shenzhen

Submitted by

chaofanma

Reason, Then Re-reason: Cross-view Revisiting Improves Spatial Reasoning

SJTU

Shanghai Jiao Tong University

Submitted by

GuoxinChen

DeNovoSWE: Scaling Long-Horizon Environments for Generating Entire Repositories from Scratch

AweAI-Team

Submitted by

Chedan86

World Pilot: Steering Vision-Language-Action Models with World-Action Priors

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7 authors

Submitted by

anamariarobertap

On Subquadratic Architectures: From Applications to Principles

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9 authors

Submitted by

zzzhr97

ComBench: A Benchmark for Rigorous Proof Reasoning and Constructive Realization in Olympiad-Level Combinatorics

Simplified-Reasoning

Simplified Reasoning

Submitted by

yitong42

Grammar-Constrained Decoding Can Jailbreak LLMs into Generating Malicious Code

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3 authors

Submitted by

taesiri

InternVideo3: Agentify Foundation Models with Multimodal Contextual Reasoning

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13 authors

Submitted by

taesiri

Breaking Entropy Bounds: Accelerating RL Training via MTP with Rejection Sampling

Qwen

2

Submitted by

FeijiangHan

ICA Lens: Interpreting Language Models Without Training Another Dictionary

EEEAILab

Effective, Efficient, and Explainable AI Lab

Submitted by

gfyddha

TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning

tencent

1

Submitted by

shiyingcheng

EvoTrainer: Co-Evolving LLM Policies and Training Harnesses for Autonomous Agentic Reinforcement Learning

AlibabaTongyiLab

Submitted by

xiangh

Verifiable Environments Are LEGO Bricks: Recursive Composition for Reasoning Generalization

Qwen

Submitted by

taesiri

Embodied-R1.5: Evolving Physical Intelligence via Embodied Foundation Models

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23 authors

Submitted by

taesiri

World Model Self-Distillation: Training World Models to Solve General Tasks

cvg-unibe

Computer Vision Group @ University of Bern

Submitted by

ItayElam

Breaking the Bubble: Asynchronous Pipeline Parallel Training with Bounded Weight Inconsistency

Technion

Technion Israel institute of technology

Submitted by

liofoil

POISE: Position-Aware Undetectable Skill Injection on LLM Agents

UIC-AI-lab

University of Illinois Chicago

Submitted by

jinymusim

Fine-tuning Multi-modal LLMs with ART: Art-based Reinforcement Training

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4 authors

Submitted by

AmirMaEl

Time-Series Foundation Model Embeddings for Remaining Useful Life Estimation

friedrich alexander university

1

Submitted by

taesiri

i1: A Simple and Fully Open Recipe for Strong Text-to-Image Models

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7 authors

Submitted by

mario-sanz

Large Language Models Are Overconfident in Their Own Responses

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3 authors

1

Submitted by

bebr2

Adaptive Multi-Resolution Procedural Knowledge Compression for Large Language Models

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8 authors

Submitted by

joanitolopo

Lius: Translation Model Based Instructional Lingustic Using Continual Instruction Tuning In Kupang Malay

haimmifenapah

Submitted by

nbharaths

τ-Rec: A Verifiable Benchmark for Agentic Recommender Systems

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2 authors

Submitted by

danesed

FlowLet: Conditional 3D Brain MRI Synthesis using Wavelet Flow Matching

sisinflab-ai

Submitted by

Gaetan10

Distilling LLM Feedback for Lean Theorem Proving

metaresearch

1