Every paper with a summary

Every arXiv paper Paperlayer has summarized so far. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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26,221 to 26,280 of 117,001

Action-to-Action Flow Matching
Jindou Jia, Gen Li, Xiangyu Chen +5
cs.ROcs.AIarXiv:2602.07322v22026
Probe with Participation Trophies: Random-Reward RL as a Probe of LLM Capability
Yu Mao, Lei Yu, Zining Zhu +6
cs.CLarXiv:2610.01066v12026
Principled Synthetic Data Enables the First Scaling Laws for LLMs in Recommendation
Benyu Zhang, Qiang Zhang, Jianpeng Cheng +10
cs.IRcs.AIarXiv:2602.07298v32026
A Missing Piece for Trustworthy AI Reviewers: From Benchmarking Rhetorical Robustness to SciCore Review
Chenguang Wang, Ming Li, Chengrui Fan +4
cs.CLarXiv:2609.39027v12026
Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM
Sainbayar Sukhbaatar, Olga Golovneva, Vasu Sharma +8
cs.CLcs.AIarXiv:2403.07816v12024
Hermes: Learning Contextual Reasoning Unlocks Test-Time Scaling
Xinyu Li, Mononito Goswami, Hao Liu +5
cs.LGcs.AIcs.CLarXiv:2609.38332v12026
Teaching Large Language Models to Reason with Reinforcement Learning
Alex Havrilla, Yuqing Du, Sharath Chandra Raparthy +6
cs.LGarXiv:2403.04642v12024
AREX-2: Advancing Self-Improving Agents through Long-Horizon Reflective Tasks
Hongjin Qian, Chaofan Li, Kun Luo +11
cs.AIarXiv:2609.38288v12026
Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping
Lucas Lehnert, Sainbayar Sukhbaatar, DiJia Su +4
cs.AIarXiv:2402.14083v22024
HelixWorld: A Real-time Interactive Audio-Visual World Model
Lei Ke, Jiahao Pan, Zeyue Tian +13
cs.CVarXiv:2609.38123v12026
Locas: Your Models are Principled Initializers of Locally-Supported Parametric Memories
Sidi Lu, Zhenwen Liang, Dongyang Ma +3
cs.CLarXiv:2602.05085v12026
Code-Aware Prompting: A study of Coverage Guided Test Generation in Regression Setting using LLM
Gabriel Ryan, Siddhartha Jain, Mingyue Shang +4
cs.SEcs.LGarXiv:2402.00097v22024
Online Tree Caching
Marcin Bienkowski, Jan Marcinkowski, Maciej Pacut +3
cs.DScs.NIarXiv:1602.08563v32016
Classifying Radio Galaxies with Convolutional Neural Network
Arun Aniyan, Kshitij Thorat
astro-ph.IMarXiv:1705.03413v12017
AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent
Yinyi Luo, Yiqiao Jin, Weichen Yu +6
cs.AIcs.MAarXiv:2602.03955v32026
When to Call an LLM: A Confidence-Gated Hybrid for Cost-Effective Emotion Recognition in Conversational AI
Sai Babu Udayagiri, Arjun Chouhan, Ravisekhar Kanagala +1
cs.AIarXiv:2609.17977v12026
Deep Learning Latency Attacks and Defenses: A Cross-Domain Survey of Availability Threats
Zonghua Gu, Zeyu Gao, Amin Saremi +1
cs.CRarXiv:2609.36732v12026
Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations
Hakan Inan, Kartikeya Upasani, Jianfeng Chi +8
cs.CLcs.AIarXiv:2312.06674v12023
MLExpert: Towards a Generalist Agentic Model for Autonomous Machine Learning Engineering
Shangheng Du, Jinxin Shi, Shuaiyu Zhang +7
cs.AIcs.CLcs.LGarXiv:2610.22344v12026
A Multiarmed Bandit Approach for LTE-U/Wi-Fi Coexistence in a Multicell Scenario
Iago Diógenes do Rego, José M. de Castro Neto, Sildolfo F. G. Neto +4
cs.NIarXiv:2610.20222v12026
RLAnything: Forge Environment, Policy, and Reward Model in Completely Dynamic RL System
Yinjie Wang, Tianbao Xie, Ke Shen +2
cs.LGcs.AIcs.CLarXiv:2602.02488v12026
Scaling transformer neural networks for skillful and reliable medium-range weather forecasting
Tung Nguyen, Rohan Shah, Hritik Bansal +6
physics.ao-phcs.AIcs.LGarXiv:2312.03876v22023
An RL View of OPD: Least Square Policy Distillation for Sample-Efficient LLM Reasoning
Shangzhe Li, Yuxiao Yang, Tianrun Yu +4
cs.LGarXiv:2609.35505v12026
ECO: Quantized Training without Full-Precision Master Weights
Mahdi Nikdan, Amir Zandieh, Dan Alistarh +1
cs.CLcs.AIcs.LGarXiv:2601.22101v12026
Risk-Controlled DFT Selection for Machine-Learned Interatomic Potentials
Kun Ryu, Yeo Jin Jung, Shyue Ping Ong +2
stat.MLcs.LGarXiv:2610.19630v12026
Integrating Remote Attestation with Transport Layer Security
Thomas Knauth, Michael Steiner, Somnath Chakrabarti +3
cs.CRarXiv:1801.05863v22018
LLaTTE: Scaling Laws for Multi-Stage Sequence Modeling in Large-Scale Ads Recommendation
Lee Xiong, Zhirong Chen, Rahul Mayuranath +17
cs.IRcs.AIcs.LGarXiv:2601.20083v12026
What Makes World Action Models Generalize? An Empirical Study of Test-Time Future Modeling
Renping Zhou, Zanlin Ni, Zihao Fan +8
cs.CVcs.ROarXiv:2609.34981v12026
DAPFAM: A Domain-Aware Family-level Dataset to benchmark cross domain patent retrieval
Iliass Ayaou, Denis Cavallucci, Hicham Chibane
cs.CLcs.IRarXiv:2506.22141v22025
Paying Less Generalization Tax: A Cross-Domain Generalization Study of RL Training for LLM Agents
Zhihan Liu, Lin Guan, Yixin Nie +6
cs.AIcs.LGarXiv:2601.18217v12026
Complexity Barriers to State Preparation in Quantum Approximate Optimization
Stuart Hadfield
quant-phcs.CCarXiv:2609.31520v12026
SafeNom: Data-Aware Microservice Policies
Karuna Grewal, P. Brighten Godfrey, Justin Hsu
cs.PLcs.NIarXiv:2609.30394v12026
InternVLA-A1: Unifying Understanding, Generation and Action for Robotic Manipulation
Junhao Cai, Zetao Cai, Jiafei Cao +39
cs.ROarXiv:2601.02456v22026
DueList: A Theory of Lists with Combinators for SMT Solvers
Pierre Goutagny, Aymeric Fromherz, Raphaël Monat
cs.PLarXiv:2609.29962v12026
Evaluating Parameter Efficient Methods for RLVR
Qingyu Yin, Yulun Wu, Zhennan Shen +6
cs.LGarXiv:2512.23165v22025
Rufus-Air: An Open LLM Post-Training Recipe
Chia-Yuan Chang, Renyuan Cheng, Rui Feng +19
cs.CLcs.AIcs.LGarXiv:2609.29421v12026
Kling-Omni Technical Report
Kling Team, Jialu Chen, Yuanzheng Ci +65
cs.CVarXiv:2512.16776v12025
Beyond Repeated Sampling: Learning Search Policies for LLM Reasoning
Ismail Labiad, Matthieu Kowalski, Marc Schoenauer +2
cs.CLcs.AIarXiv:2609.26704v12026
When EOS Tokens Disagree: Understanding Length Inflation in On-Policy Distillation
Yuxiao Yang, Tianrun Yu, Shangzhe Li +6
cs.LGarXiv:2609.20511v12026
MMGR: Multi-Modal Generative Reasoning Benchmark and Evaluation
Zefan Cai, Haoyi Qiu, Tianyi Ma +13
cs.CLcs.CVarXiv:2512.14691v32025
WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models
Chenyuan Yang, Yinlin Deng, Runyu Lu +4
cs.SEcs.LGcs.PLarXiv:2310.15991v32023
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity
Cunxiang Wang, Xiaoze Liu, Yuanhao Yue +13
cs.CLarXiv:2310.07521v32023
Self-Evolving Memory for Generative Recommendation
Xinyu Lin, Zhuosong Jiang, Zixiao Suo +12
cs.IRcs.AIarXiv:2609.15598v12026
BenchChecker: Assessing the Credibility of Bug-Fixing Benchmarks for LLMs
Di Wu, Xu He, Shu Wang +1
cs.SEarXiv:2610.19447v12026
Reinforced Self-Training (ReST) for Language Modeling
Caglar Gulcehre, Tom Le Paine, Srivatsan Srinivasan +11
cs.CLcs.LGarXiv:2308.08998v22023
El Agente Potente: High-Throughput Agentic Atomistic Simulations
Tsz Wai Ko, Jiaru Bai, Thomas Swanick +6
cs.AIphysics.chem-pharXiv:2609.14840v12026
Scientific Exploration of Challenging Planetary Analog Environments with a Team of Legged Robots
Philip Arm, Gabriel Waibel, Jan Preisig +8
cs.ROeess.SYarXiv:2307.10079v12023
Runtime Monitoring of Supermartingale Certificates
Mirco Giacobbe, Thomas A. Henzinger, Konstantin Kueffner +2
cs.AIcs.SYeess.SYarXiv:2610.19701v12026
Nonparametric weighted stochastic block models
Tiago P. Peixoto
stat.MLphysics.data-anphysics.soc-pharXiv:1708.01432v42017
Closing the Loop: Bidirectional Fully Encrypted Protocols
Baigang Chen, Nicholas Hopper
cs.CRarXiv:2609.17397v12026
TextDefense: Adversarial Text Detection based on Word Importance Entropy
Lujia Shen, Xuhong Zhang, Shouling Ji +4
cs.CLcs.AIcs.CRarXiv:2302.05892v12023
SimWorld: An Open-ended Realistic Simulator for Autonomous Agents in Physical and Social Worlds
Jiawei Ren, Yan Zhuang, Xiaokang Ye +20
cs.AIarXiv:2512.01078v22025
Implementation strategies in phonopy and phono3py
Atsushi Togo, Laurent Chaput, Terumasa Tadano +1
cond-mat.mtrl-sciarXiv:2301.05784v12023
A Two-Mirror Faceted Projection System for EUV Lithography
Vasiliy A. Es'kin, Egor V. Ivanov, Olga V. Martynova
physics.opticscs.LGphysics.app-pharXiv:2609.11299v12026
Can Large Language Models Reason About Complex Execution Paths? An Empirical Study on Python
Wenhan Wang, Kaibo Liu, Zeyu Sun +4
cs.SEarXiv:2511.18288v22025
KuaiRP Series Role-playing Models Technical Report
Yipeng Wang, Ziwei Zhang, Jiahui Zhang +2
cs.AIcs.CLarXiv:2609.11127v12026
RynnVLA-002: A Unified Vision-Language-Action and World Model
Jun Cen, Siteng Huang, Yuqian Yuan +11
cs.ROarXiv:2511.17502v32025
Evaluating Scaffolding-Oriented Multi-Agent Large Language Model System for Clinical Interview Training
Luming Yang, Haoxian Liu, Siqing Li +4
cs.MAcs.AIcs.HCarXiv:2609.10939v12026
A Survey of Graph Neural Networks for Social Recommender Systems
Kartik Sharma, Yeon-Chang Lee, Sivagami Nambi +4
cs.SIcs.IRcs.LGarXiv:2212.04481v32022
SAM 3: Segment Anything with Concepts
Nicolas Carion, Laura Gustafson, Yuan-Ting Hu +35
cs.CVcs.AIarXiv:2511.16719v22025

Every paper with a summary

Action-to-Action Flow Matching

Probe with Participation Trophies: Random-Reward RL as a Probe of LLM Capability

Principled Synthetic Data Enables the First Scaling Laws for LLMs in Recommendation

A Missing Piece for Trustworthy AI Reviewers: From Benchmarking Rhetorical Robustness to SciCore Review

Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM

Hermes: Learning Contextual Reasoning Unlocks Test-Time Scaling

Teaching Large Language Models to Reason with Reinforcement Learning

AREX-2: Advancing Self-Improving Agents through Long-Horizon Reflective Tasks

Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping

HelixWorld: A Real-time Interactive Audio-Visual World Model

Locas: Your Models are Principled Initializers of Locally-Supported Parametric Memories

Code-Aware Prompting: A study of Coverage Guided Test Generation in Regression Setting using LLM

Online Tree Caching

Classifying Radio Galaxies with Convolutional Neural Network

AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent

When to Call an LLM: A Confidence-Gated Hybrid for Cost-Effective Emotion Recognition in Conversational AI

Deep Learning Latency Attacks and Defenses: A Cross-Domain Survey of Availability Threats

Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

MLExpert: Towards a Generalist Agentic Model for Autonomous Machine Learning Engineering

A Multiarmed Bandit Approach for LTE-U/Wi-Fi Coexistence in a Multicell Scenario

RLAnything: Forge Environment, Policy, and Reward Model in Completely Dynamic RL System

Scaling transformer neural networks for skillful and reliable medium-range weather forecasting

An RL View of OPD: Least Square Policy Distillation for Sample-Efficient LLM Reasoning

ECO: Quantized Training without Full-Precision Master Weights

Risk-Controlled DFT Selection for Machine-Learned Interatomic Potentials

Integrating Remote Attestation with Transport Layer Security

LLaTTE: Scaling Laws for Multi-Stage Sequence Modeling in Large-Scale Ads Recommendation

What Makes World Action Models Generalize? An Empirical Study of Test-Time Future Modeling

DAPFAM: A Domain-Aware Family-level Dataset to benchmark cross domain patent retrieval

Paying Less Generalization Tax: A Cross-Domain Generalization Study of RL Training for LLM Agents

Complexity Barriers to State Preparation in Quantum Approximate Optimization

SafeNom: Data-Aware Microservice Policies

InternVLA-A1: Unifying Understanding, Generation and Action for Robotic Manipulation

DueList: A Theory of Lists with Combinators for SMT Solvers

Evaluating Parameter Efficient Methods for RLVR

Rufus-Air: An Open LLM Post-Training Recipe

Kling-Omni Technical Report

Beyond Repeated Sampling: Learning Search Policies for LLM Reasoning

When EOS Tokens Disagree: Understanding Length Inflation in On-Policy Distillation

MMGR: Multi-Modal Generative Reasoning Benchmark and Evaluation

WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models

Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity

Self-Evolving Memory for Generative Recommendation

BenchChecker: Assessing the Credibility of Bug-Fixing Benchmarks for LLMs

Reinforced Self-Training (ReST) for Language Modeling

El Agente Potente: High-Throughput Agentic Atomistic Simulations

Scientific Exploration of Challenging Planetary Analog Environments with a Team of Legged Robots

Runtime Monitoring of Supermartingale Certificates

Nonparametric weighted stochastic block models

Closing the Loop: Bidirectional Fully Encrypted Protocols

TextDefense: Adversarial Text Detection based on Word Importance Entropy

SimWorld: An Open-ended Realistic Simulator for Autonomous Agents in Physical and Social Worlds

Implementation strategies in phonopy and phono3py

A Two-Mirror Faceted Projection System for EUV Lithography

Can Large Language Models Reason About Complex Execution Paths? An Empirical Study on Python

KuaiRP Series Role-playing Models Technical Report

RynnVLA-002: A Unified Vision-Language-Action and World Model

Evaluating Scaffolding-Oriented Multi-Agent Large Language Model System for Clinical Interview Training

A Survey of Graph Neural Networks for Social Recommender Systems

SAM 3: Segment Anything with Concepts