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Moxia: A Trust-First Neuro-Symbolic Execution Architecture for Self-Explaining Mathematical Reasoning

Alessio Bruno

2026-11-08

Discovering formally verified quantum programs with AI

Sergey Shirobokov, Ben Jaderberg, Katerina Hristova, George Tsoukalas, Johannes Bausch, Eric Wieser, Francisco J. H. Heras, Nicholas C. Rubin, Guang Hao Low, Sébastien Racanière, Nenad Tomašev, Lei M. Zhang, James Watson, Tanuj Khattar, Aws Albarghouthi, Stavan Jain, Harun Khan, Leopoldo Sarra, Andrew W. Senior, Michael Broughton, Hussain Masoom, Sergio Boixo, Ryan Babbush, Swarat Chaudhuri, Pushmeet Kohli

2026-11-06

A Hardware-Trained Generative Quantum Eigensolver for Sample-Based Quantum Diagonalization of Organotin Hydroxides up to 70 Qubits

Kunal Kumar, Kimberlee Keithley, Toshiya Iwamori, Shu Kanno, Ikko Hamamura, Takao Kobayashi, Akira Koseki, Qi Gao, Naoki Yamamoto, Hiroshi Horii, Yuri Kobayashi, Borja Peropadre, Kouhei Nakaji, Toru Imai, Takayuki Osogami

2026-11-10

Special Lagrangian cones in Deep Learning

Tejas Kotwal, Govind Menon

2026-11-09

Causal Attention on CPU: A Cache-Aware and Load-Balanced Scheduling Kernel for Prefill

Kwun Fung Lau, Frost Mitchell, Kanya Mo, Emani Ashok

2026-10-28

ComplLLM: Fine-tuning LLMs to Discover Complementary Signals for Decision-making

Ziyang Guo, Yifan Wu, Jason Hartline, Kenneth Holstein, Jessica Hullman

2026-11-07

Representational Atoms in Neural Networks

Chenhui Hu, Pengfei Cao, Kang Liu, Jun Zhao

2026-11-10

Corralling AI Risks with Grassroots Contracts

Ehud Shapiro

2026-11-04

On k-nearest-neighbor regression in metric spaces

László Györfi, Vladimir G. Pestov, Harro Walk, Roi Weiss

2026-10-30

Benchmarking Machine-Learning Classifiers for Neoantigen Immunogenicity Prediction and the Limits of SHAP Interpretability

Ramon Gonzalez

2026-10-31

Differentially Private Covariate Balancing Causal Inference

Yuki Ohnishi, Jordan Awan

2026-10-29

BobFlow: Towards Human-Agent Collaborative Data Science Using Dataflows

Jiadong Bai, Yicong Huang, Chen Li

2026-11-04

Semantic-Enriched Latent Visual Reasoning

Tianrun Xu, Yue Sun, Qixun Wang, Jingyi Lu, Yuan Wang, Tianren Zhang, Longteng Guo, Fengyun Rao, Jing Lyu, Feng Chen, Jing Liu

2026-10-29

Enhanced MRI brain tumor detection using deep learning in conjunction with explainable AI SHAP based diverse and multi feature analysis

Asif Rahman, Maqsood Hayat, Nadeem Iqbal, Fawaz Khaled Alarfaj, Salem Alkhalaf, Fahad Alturise

2026-11-05

Robust and Efficient Continual Model Merging via Global Singular Subspace Separation and Restoration

Juncheol Shin, Byeongho Yu, Semin Kim, Eunhyeok Park

2026-11-07

Information-Theoretic Design of Sparse Autoencoder-Based Steering

Hirofumi Morise

2026-11-01

Hand-Object Contact Transition Detection in Egocentric Video

Huy Anh Nguyen, Chang Dong, Feras Dayoub, Minh Hoai

2026-11-10

Autonomous Quantum Measurement with Agentic AI

Eunbi Rha, Abhijatmedhi Chotrattanapituk, Mouyang Cheng, Chung-tao Chou, Shenyong Ye, Ashley S. Dale, Long Ju, Luqiao Liu, Mingda Li

2026-10-28

Differentiable Systematic Resampling for Variational Sequential Monte Carlo

Fredrik Cumlin, Saikat Chatterjee

2026-10-28

Discovery of Diverse and Realistic Financial Tail-Risk Using Generative Flow Networks

Adir Serruya, Gilad Katz

2026-10-28

What to randomize matters: a controlled study of volume, axis and representation in low-data molecular generation

Neerav Kaushal, Alisa Teige, Ajay MNV Penmatsa

2026-10-28

Discovering Jailbreaks via Curriculum of Models

Michał Burzyński, Noah T. Rossi, Shomit Basu, Andy Arditi

2026-10-28

Trustworthy Distributed Machine Learning in Cloud-Edge-IoT Systems: A Heterogeneity-Aware Survey of Security, Privacy, and Robustness

Long Dang, Ali Alfatemi, Kaiqi Xiong, Mohammed Aledhari, Abdellah Chehri, Shawqi Al-Maliki, Mohamed Rahouti

2026-10-28

Gold vs.~Translation: Are We Measuring Language, Knowledge, or Locality in Translated Benchmarks?

Klaudia-Doris Thellmann, Bernhard Stadler, Dan Saattrup Nielsen, Michael Färber, Jens Lehmann

2026-10-28

Loss is Not Behavior: A Unified Output-Space Analysis of Gradient-Based Machine Unlearning

Xingjian Zhao, Mohammad Mohammadi Amiri, Malik Magdon-Ismail

2026-10-28

A 211K Parameter Foundation Model: Genetic Prompting in Neural Cellular Automata

John Kalkhof, Niklas Ihm, Daniel Kirste, Anirban Mukhopadhyay

2026-10-28

Robust Active Learning for More Efficient and Reliable Paths to Optimal Design

Hayriye Pehlivan Solak, Francesco Di Fiore, Jeroen Wackers, Riccardo Pellegrini, Andrea Serani, Matteo Diez, Laura Mainini

2026-10-28

From Grind to Grasp

Peter Sunehag

2026-10-28

The Quine Test: How Much of a Model's Self Survives Its Own Description?

Bibin Babu, Ivan P. Yamshchikov, Aleksei Shpilman

2026-10-28

Real-Time Localisation of Dorsal Anatomical Regions on Dairy Cows in Commercial Rotary Parlours from RGB-D

Vineet Prasad, Shiron Melvin, Sheikh Azid, Hai Wang

2026-10-28

Fresh Papers

Medical Image Segmentation: Foundation Model Adaptation versus Task-Specific Training

Emre Kutlusan, Yongmin Li

2026-11-10

Multimodal Model Diffing for Feature Discovery and Control

Hunar Batra, Lachin Naghashyar, Ashkan Khakzar, Philip Torr, Christian Schroeder de Witt, Constantin Venhoff, Ronald Clark

2026-11-10

Toward Foundation Detection Models via Example-Based Grounding in EM-DETR

Sheethal Bhat, Bogdan Georgescu, Awais Mansoor, Florin C. Ghesu, Sasa Grbic, Andreas Maier

2026-11-10

DynaCrys: Crystal Generation with Dynamic Space-Group Diffusion

Zhuotao Jin, Xiaoyun Wang, Nicholas Brawand, Roman Zubatyuk, Atul Thakur, Eric Qu, Boris Kozinsky, Justin Smith

2026-11-10

TorchCurves: Differentiable Parametric Curves

Alex Shtoff

2026-11-10

AutoScaffold: AI-Guided Scaffolding for Reinforcement Learning of Language Models

Zijian Zhang, Rizhen Hu, Jiangweizhi Peng, Shiyang Li, Sujay Bhatt, Sihan Zeng, Mingyi Hong

2026-11-10

Contrastive Discovery: Open-Ended Scientific Discovery over Competing Explanations

Ziang Liu, James J. Kim, Yijia Dai, Jennifer J. Sun

2026-11-10

RepFusion: Leveraging Multimodal Priors for Denoising in Representation Space

Xichen Pan, Aashu Singh, Satya Narayan Shukla, Xiangjun Fan, Shlok Kumar Mishra, Saining Xie

2026-11-10

Pyrite: Building and Benchmarking Protein-Ligand Pose Ranking Agents

Megha Srivastava, Michael H. Lim, Allison M. Keys, Pranav Murugan, Nate Gruver

2026-11-10

When Does the Real Wiring Win? Testing connectome structure-function claims against unmeasured physiology

Yeyuan Liu

2026-11-10

Continual-ARC: Measuring Skill Acquisition over a Working Lifetime

Daniel Lenton

2026-11-10

Uniform-in-Time Weak Propagation-of-Chaos in Shallow Neural Networks

Margalit Glasgow, Joan Bruna

2026-11-10

Emergent Biological Capabilities in a Foundation Model for Molecular Interactions

Adi Mashiach

2026-11-10

Measuring Robustness and Efficiency in a Connectome-Constrained Fly Visual System Model: Linking an Adversarial and a Perceptual Illusion

Alexandre Garcia-Duran, Alejandro Rodriguez-Garcia, Manuel Molano-Mazón, Alexandre Hyafil, Srikanth Ramaswamy, Janne K. Lappalainen

2026-11-10

RS-JEPA: Remote Sensing Joint-Embedding Predictive Architecture with Scan-Path Views for Cross-Sensor Image Retrieval

Tanishq Rachamalla, Srishti Kaushik, Muhammad Attique Khan, Gustau Camps-Valls, Swalpa Kumar Roy

2026-11-10

Comparative Analysis of Agent Evaluation Frameworks: Stability, Detection, and Discovery in Enterprise Analytics Agents

Howard Zhang, Chuck Arvin, Logan Brown, Mihir Bhatia, Neelu Choudhary, Lily Miao

2026-11-10

ReTrace: Distilling Tool-Using Agents into Planner-Free Workflows

Kaiyuan Hou, Yang Ping Kuo, Indranil Bhattacharya, Rohith Nama, Arushi Gupta, Carlos D. Castillo, Prathap Ramachandra, Xiaofan Jiang, Francesco Carbone

2026-11-10

TimeSeek: Multi-Task and Multi-Domain Pretraining for Generalized Time Series Analytics

Peng Chen, Yihang Wang, Zhongwen Rao, Yang Shu, Yuying Qiu, Yuxuan Chen, Lujia Pan, Bin Yang, Chenjuan Guo

2026-11-10

Re-Search: Dissecting LLM Ideation Through a Two-Player Questioning Game

Muhan Gao, Hangxiao Zhu, Xinqi Su, Yu Zhang, Daniel Khashabi, Kuan-Hao Huang

2026-11-10

Mechanistic Interpretability Needs a Logic of Inference

Zhimin Hu, Chen Jiang, Hanbo Xie, N. Apurva Ratan Murty, Sashank Varma

2026-11-10

Agentic Symbolic Search: Approximating Solutions of PDEs Beyond Hand-crafted Expressions, Meshes, and Neural Networks

Zongmin Yu, Jun Zhai, Liu Yang

2026-11-10

Beyond the Mean Gap: What Transferred-Angle QAOA Retains on a Superconducting Processor

Sanim Yousuf Fahim, Mohammad Arif Hossain

2026-11-10

$A^2$: Smaller Self-Supervised ViTs Localize Better than Larger Ones

Sreehari Rammohan, Huy Ha, Carl Vondrick

2026-11-10

Pterodactyl: Pushing the Limits of Efficient Automated Translation Evaluation

Evelyn Y. Garland, Carola F. Berger

2026-11-10

FERN: Cross-Benchmark Table Retrieval for Text-to-SQL with Frozen Retrievers and Learned Ranking

Arjun Rao, Nishant Gopinath

2026-11-10

BoviShift: A Six-Year Multi-Attribute Audit of Visual Cattle Phenotyping Across Animals and Time

Mobasshir Bhuiya Shagor, Nilambar Halder Tonmoy, Md Saef Ullah Miah

2026-11-10

Learning to Reason from Reference Samples Alone: Reinforced Adversarial Learning for Modern LLM Post-Training

Albert Bou, Javier Valdes-Aleman, Jon M. Laurent, Samuel G. Rodriques, Andrew D. White, Michaela Hinks, Siddharth Narayanan

2026-11-10

Automatic regularization for Kronecker product MMSE filters

Daniel Gomes de Pinho Zanco, Leszek Szczecinski, Jacob Benesty, Eduardo Vinicius Kuhn

2026-11-10

TanCRAFT: Context-Reasoned Anticipatory Feedback for Assembly Tasks

Sassan Mokhtar, Lars Doorenbos, Marius Bock, Sina Mokhtar, Katharina Beckh, Dominik Bach, Juergen Gall

2026-11-10

C$^2$-Routing: Complementary Cropping and Compression for Efficient Vision-Language Inference

Guorui Lu, Qinyu Chen

2026-11-10

reinforcement learning

One to More, More to One: Category-Aware Iterative Expert Training for Software Engineering Agents

Jie Zhao, Ziyu Jiang, Suhang Zheng, Minghui Shan, Xiaoxiao Xu, Lin Qu

2026-10-29

Multimodal In-Context Learning with Explicit Rule Induction

Yuquan Li, Xinyang Jiang, Yuhao Xue, Cairong Zhao

2026-10-30

Discovery of Diverse and Realistic Financial Tail-Risk Using Generative Flow Networks

Adir Serruya, Gilad Katz

2026-10-28

Discovering Jailbreaks via Curriculum of Models

Michał Burzyński, Noah T. Rossi, Shomit Basu, Andy Arditi

2026-10-28

DUET: Optimize Token-Budget Allocation for Reinforcement Learning with Verifiable Rewards

Haoyu Hu, Xuandong Zhao, Xuhai "Orson'' Xu, Nori Jacoby

2026-10-28

Skillful and realistic precipitation forecasting with reinforced diffusion

Ozan Sener, Anand Avati, David Hafner, Jierui Lin, Laura Manduchi, Xiaoying Pang, Langwen Huang, Torsten Hoefler, Russ Schumacher, Vladlen Koltun

2026-10-28

Where to Spend Rollouts: Hit-Utility Optimal Rollout Allocation for Group-Based RLVR

Tao Wang, Shuo Li, Yan Sun, Dongsheng Ding, Edgar Dobriban

2026-10-28

Search-Aware Reinforcement Learning for Multi-Component Query Understanding in Roblox Game Search

Nayoung Choi, Shengjian Chen, Xiaokai Wei, Wenzheng Zhang, Daiyao Yi, Rachit Pareek, Vincent Su, Michelle Gong, Jinho D. Choi

2026-10-28

RuleForge: Inferring and Instantiating Latent Visual Rules as Executable Programs

Weifeng Xu, Yaxiong Wang, Zhedong Zheng

2026-10-28

Latent Decision Flow Rewards for Clinical Guideline Reasoning

Gaurav Bhatt, Marinka Zitnik

2026-10-28

Variational Consequence-Driven Offline Reinforcement Learning

Wen Jiang, Ke Jiang, Xiaoyang Tan

2026-10-28

Learning unified control of intrinsic nonlinear spin dynamics in atomic qudits for magnetometry

C. Z. Cao, J. Z. Han, M. Xiong, M. Deng, L. Wang, Q. Liu, X. Lv, M. Xue

2026-10-28

Eliciting ESG Preferences for Reinforcement Learning-Based Portfolio Optimization

Giovanni Dispoto, Marcello Restelli, Carmine Ventre

2026-10-28

Train at Moving Edge: Online-Verified Prompt Selection for Efficient RL Training of Large Reasoning Model

Jiahao Wu, Ning Lu, Shengcai Liu, Kun Wang, Yanting Yang, Baijiong Lin, Chen Jason Zhang, Li Qing, Ke Tang

2026-10-28

Curriculum-Based Deep Reinforcement Learning for Robust Autonomous Rocket Landing under Atmospheric Uncertainty

Atin Chowdhury, Piyush Joshi

2026-10-28

Episodic looking - using reinforcement learning to bias perception enhances few-shot and continual learning with protection from forgetting

David Rawlinson, Gideon Kowadlo

2026-10-28

Co-Evolving Policy and Rubric via Capability Awareness for Open-Ended Generation

Chengsheng Zhang, Wenshen Xu, Yuchuan Wu, Zhiyuan Yu, Junfeng Fang, Tianlong Wang, Bingxue Qiu, Yongbin Li, Xiang Wang

2026-10-28

Noise Steering: Exploiting Wake Steering and Acoustic Directivity for Noise-Constrained Wind Farm Control via Reinforcement Learning

Martín de Frutos, Baptiste Corban, Claire Bizon Monroc, Ana Bušić, Donatien Dubuc, Jiamin Zhud, Esteban Ferrer

2026-10-28

AEM: Adaptive Entropy Modulation for Multi-Turn Agentic Reinforcement Learning

Haotian Zhao, Songlin Zhou, Yuxin Zhang, Stephen S. -T. Yau, Wenyu Zhang, Lun Tian, Tianshu Zhu, Yifeng Huang, Yucheng Zeng, Jingnan Gu, Daxiang Dong, Jianmin Wu

2026-10-28

Vision-Based Density Estimation for Adaptive Traffic Control

Mohammad Usaid, Deepak Silaych, Hrithik Mhatre, Archak Mittal

2026-10-28

Nemotron 3.5 Super and Lightning: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Models for Agentic AI

NVIDIA, :, Aastha Jhunjhunwala, Aayushi Ashokkumar Srivastava, Abhibha Gupta, Abhinav Garg, Abhinav Khattar, Achsah Wildish, Adam Rajfer, Adi Renduchintala, Adil Asif, Adriana Flores Miranda, Aileen Zaman, Aishwarya Chhabra, Akanksha Shukla, Akhiad Bercovich, Alejandra Rico, Aleksa Gordic, Aleksander Ficek, Alex Gronskiy, Alex Steiner, Alexander Bukharin, Alexandre Milesi, Ali Roshan Ghias, Ali Shehper, Ali Taghibakhshi, Alice Gatti, Alisa Liu, Alok Kumar, Alok Tripathy, Amala Sanjay Deshmukh, Aman Miryala, Aman Shanbhag, Ameya Sunil Mahabaleshwarkar, Ameya Velingker, Amir Klein, Amir Samani, Amit Zuker, Amnon Geifman, Anahita Bhiwandiwalla, Ananth Subramaniam, Andre Manoel, Andrea Santilli, Andrew Tao, Andrii Skliar, Anil Thomas, Anish Mahishi, Anna Shors, Anna Warno, Anuj Doshi, Anusha K

2026-10-28

Stable but Wrong: When Learning Stabilizes Away from the Truth

Zhipeng Zhang, Fujie Ren, Kai Li, Bo Qiu

2026-10-28

SCOPE: Selective Critical-Step On-Policy Self-Distillation for Agentic Reinforcement Learning

Qirui Liu, Wei Cao, Yu Mi, Yichen Sun, Xuekun Zhang, Lei Liu, Yue Shen, Zhixuan Chu

2026-10-28

CSO: Refining Robotic Policies via Skill Distribution Alignment and Skill-Grained Optimization

Zhiyuan Xiang, Xiang Deng, Wanjie Tao, Xu Chen, Zhao Jielun, Weili Guan

2026-10-28

Game-Theoretic Foundations for Undiscounted Bisimulation Metrics

Matthew Zurek, Yudong Chen, Josiah P. Hanna

2026-10-28

Does 3D Pose Improve Action Valuation in Football? An Empirical Study of Pose Representations and Learning Objectives

Rikuhei Umemoto, Kenjiro Ide, Soham Majumder, Ulf Brefeld, Keisuke Fujii

2026-10-28

STAPO: Stabilizing Reinforcement Learning for LLMs by Silencing Rare Spurious Tokens

Shiqi Liu, Zeyu He, Guojian Zhan, Letian Tao, Zhilong Zheng, Jiang Wu, Yinuo Wang, Yang Guan, Kehua Sheng, Bo Zhang, Keqiang Li, Jingliang Duan, Shengbo Eben Li

2026-10-28

Learning to Model Optimization Problems from Solver Outcomes

Runda Guan, Xiangqing Shen, Jiajun Zhang, Yifan Zhang, Jian Cheng, Rui Xia

2026-10-28

Transportable Offline Reinforcement Learning in Presence of Unmeasured Confounding

Junyi Liao, Hangqi Ren, Zhuoran Yang

2026-10-28

Agent-R$^2$: Scaling Agents for Realistic Productivity Work via Real-Source Data Synthesis

Teng Pan, Zixuan Wang, Yuchen Yan, Qifei Wu, Yao Chen, Yingqi Qu, Ruiqing Zhang, Yongliang Shen

2026-11-05

language

SACQ: Structure-Aware Codebook Quantization for Ultra-Low-Bit Vision-Language-Action Models

Haesung Lee, Insu Han

2026-10-30

Towards interpreting any residual stream direction by scaling activation inversion

Celeste De Schamphelaere, Juan J. Vazquez, Ari Spiesberger, Tomáš Gavenčiak, Gavin Leech, Euan Ong, Jiahai Feng

2026-11-05

DecoyCount: Evaluating Visual-Reasoning Misalignment in Counting

Qiuyi, Zhang, Zhen Xu, Jing Gu, Seojin Bang, Arnav Mohanty Das, Yaning Hu, Gautam Kumar, Jared Lichtarge, Le Xue, Bettina Catoto, Akul Datta, Daniel Luo, Farha Khan, Marcella Valentine, Yinfei Yang, Andrew M. Dai

2026-11-05

Discovering formally verified quantum programs with AI

2026-11-06

Meituan-Robotics-0: A Vision-Language-Action Foundation Model for Desktop Manipulation

Meituan Robotics Team, Caicheng Wang, Chen Zhao, Chengpeng Jin, Duo Xu, Fengjiao Chen, Guanglu Wan, Heqing Yang, Jia Wang, Jiacong Zhou, Jie Hu, Jiyuan Ru, Lingfeng Zhang, Linjiang Huang, Manyuan Zhang, Ningchu Liu, Shijie Zhou, Si Liu, Shuo Li, Tianyi Zhang, Xi Zhang, Xin Chen, Xuezhi Cao, Xunliang Cai, Yanbin Zeng, Yang Yang, Yang Yi, Yanli Tan, Yifu Xu, Yimeng Jia, Yuchen Tang, Yuchen Xie, Yuxiang Zheng, Zerwei Chng, Zilong Huang, Zipeng Ye, Ziyuan Qin, Ziqin Wang

2026-11-05

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding

Hangjie Yuan, Yichen Qian, Zhiwei Tang, Xianzhe Xu, Sicheng Yang, Lirong Wu, Jinwang Wang, Pengju Wang, Zhitao Zeng, Yizeng Han, Yan Xing, Shengxuan Luo, Tao Feng, Qing Xie, Weigen Yao, Yi Yang, Zuozhu Liu, Jiasheng Tang, Xiaomao Yu, Shaocheng Wang, Jitao Wang, Jiahong Dong, Weihua Chen, Feng Xu, Fan Wang

2026-11-07

Unprompted coordination through shared memory in LLM agents: a locked two-implementation replication and extension

Pekka Abrahamsson, Muhammad Waseem, Esa Karjalainen, Petrus Jussila, Henri Hansen, Jussi Rasku, Bilhanan Silverajan, Kai-Kristian Kemell

2026-11-09

Think with Skills: Pseudocode Planning Before Execution for Advanced Reasoners

Boshen Zhou, Boxuan Yue, Xiang Li, Shanchao Yang

2026-11-02

Maswao: An automatically collected, prepared, and benchmarked dataset for the South African Sign language

Thapelo Sindane, Unarine Netshifhefhe, Vukosi Marivate, Abiodun Modupe, Herkulaas Combrink, Ketro Sithole

2026-11-02

Tiny Evidence Region Localization with Selective Contrastive On-Policy Self-Distillation

Yujuan Pang, Wenhao Xu, Yinglei Teng