Ax Amos Goldman (NVIDIA Corporation), Nimrod Boker (NVIDIA Corporation), Maayan Sheraizin (NVIDIA Corporation), Nimrod Admoni (NVIDIA Corporation), Artem Polyakov (NVIDIA Corporation), Subhadeep Bhattacharya (NVIDIA Corporation), Fan Yu (NVIDIA Corporation), Kai Sun (NVIDIA Corporation), Georgios Theodorakis (NVIDIA Corporation), Hsin-Chun Yin (NVIDIA Corporation), Peter-Jan Gootzen (NVIDIA Corporation), Aamir Shafi (NVIDIA Corporation), Assaf Ravid (NVIDIA Corporation), Salvatore Di Girolamo (NVIDIA Corporation), Manjunath Gorentla Venkata (NVIDIA Corporation), Gil Bloch (NVIDIA Corporation) 3/25/2026

NCCL EP: Towards a Unified Expert Parallel Communication API for NCCL

NCCL EP, unified communication API for mixture-of-experts architectures in large language models built on NCCL with GPU-initiated RDMA.

Ax Jingxiao Yang, DaLin He, Miao Pan, Ge Su, Wenqi Zhang, Yifeng Hu, Tangwei Li, Yuke Li, Xuhong Zhang 3/25/2026

SARE: Sample-wise Adaptive Reasoning for Training-free Fine-grained Visual Recognition

Training-free fine-grained visual recognition using large vision-language models with sample-wise adaptive reasoning for subordinate-level category disambiguation.

Ax Ruixiang Wang, Qingming Liu, Yueci Deng, Guiliang Liu, Zhen Liu, Kui Jia 3/25/2026

EVA: Aligning Video World Models with Executable Robot Actions via Inverse Dynamics Rewards

Video world models for robotics using inverse dynamics rewards to align generated trajectories with executable robot actions.

Ax Xuan Liu, Xiaobin Chang 3/25/2026

Elastic Weight Consolidation Done Right for Continual Learning

Systematic analysis of Elastic Weight Consolidation for continual learning showing suboptimal performance and proposing improvements to weight importance estimation.

Ax Ye Kyaw Thu, Thazin Myint Oo, Thepchai Supnithi 3/25/2026

myMNIST: Benchmark of PETNN, KAN, and Classical Deep Learning Models for Burmese Handwritten Digit Recognition

Benchmark comparing PETNN, KAN, and classical deep learning models on Burmese handwritten digit recognition dataset.

Ax KT Tech innovation Group 3/25/2026

Mi:dm K 2.5 Pro

Mi:dm K 2.5 Pro, 32B parameter enterprise LLM supporting multi-step reasoning, long-context understanding, and agentic workflows in Korean and domain-specific applications.

Ax Marcelo Fernandez (TraslaIA) 3/25/2026

Agent Control Protocol: Admission Control for Agent Actions

Formal specification for admission control governance of autonomous agents in institutional B2B environments with cryptographic validation.

Ax Tianyang Luo, Tao Feng, Zhigang Hua, Yan Xie, Shuang Yang, Ge Liu, Jiaxuan You 3/25/2026

MemReward: Graph-Based Experience Memory for LLM Reward Prediction with Limited Labels

Graph-based memory system for LLM reward prediction requiring limited labeled data for reinforcement learning post-training.

Ax Keith Rush 3/25/2026

Global Convergence of Multiplicative Updates for the Matrix Mechanism: A Collaborative Proof with Gemini 3

Theoretical analysis of multiplicative updates for matrix mechanism convergence in private machine learning optimization.

Ax Shuaibang Peng, Juelin Zhu, Xia Li, Kun Yang, Maojun Zhang, Yu Liu, Shen Yan 3/25/2026

LoD-Loc v3: Generalized Aerial Localization in Dense Cities using Instance Silhouette Alignment

Aerial visual localization method for dense urban environments using building silhouette alignment.

Ax Weixuan Zeng, Pengcheng Wei, Huaiqing Wang, Boheng Zhang, Jia Sun, Dewen Fan, Lin HE, Long Chen, Qianqian Gan, Fan Yang, Tingting Gao 3/25/2026

OmniDiT: Extending Diffusion Transformer to Omni-VTON Framework

Diffusion Transformer framework for virtual try-on and try-off tasks combining both into unified model for fashion applications.

Ax Richard J. Young 3/25/2026

Measuring Faithfulness Depends on How You Measure: Classifier Sensitivity in LLM Chain-of-Thought Evaluation

Research on chain-of-thought faithfulness in LLMs showing measurement methodology significantly affects reported faithfulness scores across 12 open-weight models.

Ax Hengwei Ye, Yuanting Guan, Yuxuan Ge, Tianying Zhu, Zhenhan Guan, Yijia Zhong, Yijing Zhang, Han Zhang, Yingna Wu, Zheng Tian 3/25/2026

Children's Intelligence Tests Pose Challenges for MLLMs? KidGym: A 2D Grid-Based Reasoning Benchmark for MLLMs

KidGym: 2D grid-based reasoning benchmark evaluating MLLMs on spatial intelligence inspired by Wechsler Intelligence Scales.

Ax Roy Uziel, Omer Belhasin, Itay Levi, Akhiad Bercovich, Ran El-Yaniv, Ran Zilberstein, Michael Elad 3/25/2026

CRoCoDiL: Continuous and Robust Conditioned Diffusion for Language

CRoCoDiL: Continuous semantic space diffusion model for non-autoregressive language generation with improved coherence.

Ax Mehtab Ur Rahman, Martha Larson, Cristian Tejedor-Garcia 3/25/2026

Voice Privacy from an Attribute-based Perspective

arXiv paper on voice privacy using attribute-based perspective to measure speaker anonymization effectiveness.

Ax Muhammad Khalid, Yilmaz Uygun 3/25/2026

An Industrial-Scale Retrieval-Augmented Generation Framework for Requirements Engineering: Empirical Evaluation with Automotive Manufacturing Data

Industrial-scale RAG framework evaluated on automotive manufacturing requirements engineering with unstructured heterogeneous documentation.

Ax Dong Liu, Yanxuan Yu, Ben Lengerich, Ying Nian Wu 3/25/2026

MKA: Memory-Keyed Attention for Efficient Long-Context Reasoning

Memory-Keyed Attention: Efficient attention mechanism reducing KV cache memory for long-context LLM inference and training.

Ax Shuwei Huang, Shizhuo Liu, Zijun Wei 3/25/2026

LPNSR: Prior-Enhanced Diffusion Image Super-Resolution via LR-Guided Noise Prediction

LPNSR: Diffusion-based image super-resolution using LR-guided noise prediction. Addresses efficiency-quality trade-off.

Ax Feng Liu, Jian Xu, Xin Cui, Xinghao Wang, Zijie Guo, Jiong Wang, S. Mostafa Mousavi, Xinyu Gu, Hao Chen, Ben Fei, Lihua Fang, Fenghua Ling, Zefeng Li, Lei Bai 3/25/2026

TRACE: A Multi-Agent System for Autonomous Physical Reasoning in Seismological

TRACE: Multi-agent system using autonomous reasoning for seismological analysis of earthquake mechanisms from geophysical observations.

Ax Zhengxian Wu, Kai Shi, Chuanrui Zhang, Zirui Liao, Jun Yang, Ni Yang, Qiuying Peng, Luyuan Zhang, Hangrui Xu, Tianhuang Su, Zhenyu Yang, Haonan Lu, Haoqian Wang 3/25/2026

When Models Judge Themselves: Unsupervised Self-Evolution for Multimodal Reasoning

Unsupervised self-evolution training framework for multimodal LLMs achieving reasoning improvements without annotated data.

Ax Trung V. Phan, Thomas Bauschert 3/25/2026

DeepXplain: XAI-Guided Autonomous Defense Against Multi-Stage APT Campaigns

DeepXplain: Explainable deep reinforcement learning framework for multi-stage APT cyber defense with provenance graphs.

Ax Shuai Wang, Yinan Yu, Earl Barr, Dhasarathy Parthasarathy 3/25/2026

LLM-Powered Workflow Optimization for Multidisciplinary Software Development: An Automotive Industry Case Study

Case study on LLM-powered workflow optimization for multidisciplinary software development in automotive industry.

Ax Woosung Koh, Jeyoung Jeon, Youngjin Song, Yujin Cheon, Soowon Oh, Jaehyeong Choi, Se-Young Yun 3/25/2026

mSFT: Addressing Dataset Mixtures Overfitting Heterogeneously in Multi-task SFT

mSFT: Iterative algorithm addressing overfitting in multi-task supervised fine-tuning by heterogeneous data mixture optimization.

Ax Taizhou Chen, Kai Chen, Xingyu Liu, Pingchuan Ke, Zhida Sun 3/25/2026

BadminSense: Enabling Fine-Grained Badminton Stroke Evaluation on a Single Smartwatch

arXiv paper on smartwatch-based badminton stroke evaluation using wearable sensors and machine learning.

Ax Hayeon Kim, Ji Ha Jang, Junghun James Kim, Se Young Chun 3/25/2026

Uncertainty-guided Compositional Alignment with Part-to-Whole Semantic Representativeness in Hyperbolic Vision-Language Models

arXiv paper on hyperbolic embeddings for vision-language models to capture hierarchical part-whole relationships.

Ax Kejia Liu, Haoyang Zhou, Ruoyu Xu, Peicheng Wang, Mingli Song, Haofei Zhang 3/25/2026

Beyond Matching to Tiles: Bridging Unaligned Aerial and Satellite Views for Vision-Only UAV Navigation

arXiv paper on UAV navigation using cross-view geo-localization in GNSS-denied environments. Computer vision focus.

Ax Janaka Chathuranga Brahmanage, Akshat Kumar 3/25/2026

Beyond Hard Constraints: Budget-Conditioned Reachability For Safe Offline Reinforcement Learning

arXiv paper on safe offline reinforcement learning with budget constraints. Addresses safety-reward trade-offs in sequential decision making.

Ax Srideepika Jayaraman, Achille Fokoue, Dhaval Patel, Jayant Kalagnanam 3/25/2026

Efficient Embedding-based Synthetic Data Generation for Complex Reasoning Tasks

Research on synthetic data generation using LLMs to improve smaller model fine-tuning. Analyzes diversity and distribution in embedding space.

Ax Zvi N. Badash, Yonatan Belinkov, Moti Freiman 3/25/2026

Between the Layers Lies the Truth: Uncertainty Estimation in LLMs Using Intra-Layer Local Information Scores

Uncertainty estimation method for LLMs using intra-layer local information scores from cross-layer agreement patterns.

Ax Yan Xie, Tiansheng Wen, Tangda Huang, Bo Chen, Chenyu You, Stefanie Jegelka, Yifei Wang 3/25/2026

Scaling Attention via Feature Sparsity

Sparse Feature Attention method reducing transformer self-attention complexity through feature-level sparsity instead of sequence-level sparsity.

Ax Mohamed A. Mabrok 3/25/2026

Latent Semantic Manifolds in Large Language Models

Mathematical framework interpreting LLM hidden states as points on latent semantic manifolds with Riemannian geometry.

Ax Qianru Wei, Jihaoyu Yang, Cheng Zhang, Jinming Yang 3/25/2026

Research on Individual Trait Clustering and Development Pathway Adaptation Based on the K-means Algorithm

K-means clustering for career guidance pathway adaptation based on individual trait combinations.

Ax Zeyang Ding, Xinglin Hu, Jicong Fan 3/25/2026

Sample Transform Cost-Based Training-Free Hallucination Detector for Large Language Models

Training-free hallucination detector for LLMs using sample transform cost to measure output distribution complexity.

Ax Wenhao Zhao, Qiran Zou, Zhouhan Lin, Dianbo Liu 3/25/2026

Mitigating Premature Discretization with Progressive Quantization for Robust Vector Tokenization

Progressive Quantization method for robust vector tokenization in multimodal LLMs and diffusion models.

Ax Liyuan Chen, Shilong Li, Jiangpeng Yan, Shuoling Liu, Qiang Yang, Xiu Li 3/25/2026

CN-Buzz2Portfolio: A Chinese-Market Dataset and Benchmark for LLM-Based Macro and Sector Asset Allocation from Daily Trending Financial News

Chinese financial news dataset and benchmark for evaluating LLMs as autonomous agents in macro and sector asset allocation.

Ax Caiyun Liu, Siyang Pei, Qingfeng Yu, Jie Xiong 3/25/2026

Full waveform inversion method based on diffusion model

Diffusion model-based approach for seismic full-waveform inversion that regularizes nonlinear inverse problems.

Ax Haosen Li, Qi Meng, Jiahao Li, Rui Zhang, Ruihua Song, Liang Ma, Zhi-Ming Ma 3/25/2026

UniFluids: Unified Neural Operator Learning with Conditional Flow-matching

UniFluids: conditional flow-matching framework using diffusion Transformers to unify learning solution operators across diverse PDEs.

Ax Lijie Zhou, Luran Wang 3/25/2026

A Multi-Modal CNN-LSTM Framework with Multi-Head Attention and Focal Loss for Real-Time Elderly Fall Detection

Multi-modal CNN-LSTM framework with attention and focal loss for real-time elderly fall detection.

Ax Peisong Niu, Haifan Zhang, Yang Zhao, Tian Zhou, Ziqing Ma, Wenqiang Shen, Junping Zhao, Huiling Yuan, Liang Sun 3/25/2026

Enhancing AI-Based Tropical Cyclone Track and Intensity Forecasting via Systematic Bias Correction

Systematic bias correction methods for AI-based tropical cyclone track and intensity forecasting.

Ax Haoran Su, Hanxiao Deng, Yandong Sun 3/25/2026

Emergency Preemption Without Online Exploration: A Decision Transformer Approach

Decision Transformer approach for offline emergency vehicle signal preemption optimization without online exploration.

Ax Jing Xu, Weiqiang Wang, Cunjian Chen, Jun Liu, Qiuhong Ke 3/25/2026

ST-GDance++: A Scalable Spatial-Temporal Diffusion for Long-Duration Group Choreography

Scalable spatial-temporal diffusion model for long-duration group dance generation from music for entertainment applications.

Ax Haifang Cao, Yu Wang, Timing Li, Xinjie Yao, Pengfei Zhu 3/25/2026

Geometric Mixture-of-Experts with Curvature-Guided Adaptive Routing for Graph Representation Learning

Geometric Mixture-of-Experts framework for graph representation learning that adaptively routes node representations across multiple Riemannian manifolds.

Ax Manuru Nithin Padiyar, Priyabrat Dash, Konduri Aditya 3/25/2026

A graph neural network based chemical mechanism reduction method for combustion applications

Graph neural network method using message-passing transformers for chemical mechanism reduction in combustion simulations.

Ax Dohyun Bu, Chanho Kim, Seokun Choi, Jong-Seok Lee 3/25/2026

Sparsely-Supervised Data Assimilation via Physics-Informed Schr\"odinger Bridge

Physics-informed Schrödinger Bridge approach for data assimilation with sparse observations in PDE-governed systems.

Ax Luca Schmidt, Nina Effenberger 3/25/2026

Bridging the Gap Between Climate Science and Machine Learning in Climate Model Emulation

Machine learning methods to emulate climate models and reduce computational costs while maintaining scientific validity.

Ax Fardin Afdideh, Mehdi Astaraki, Fernando Seoane, Farhad Abtahi 3/25/2026

AEGIS: An Operational Infrastructure for Post-Market Governance of Adaptive Medical AI Under US and EU Regulations

Infrastructure framework for governance and post-market surveillance of adaptive medical AI systems under FDA and EU regulations.

Ax Chenhan Wang, Zhengyi Bao, Huipin Lin, Jiahao Nie, Chunxiang Zhu 3/25/2026

A Multi-Task Targeted Learning Framework for Lithium-Ion Battery State-of-Health and Remaining Useful Life

Multi-task deep learning framework for predicting lithium-ion battery state-of-health and remaining useful life in electric vehicles.

Ax Xiaoming Yu, Shize Tang, Guanghua Yu, Linchuan Xie, Song Liu, Jianchen Zhu, Feng Li 3/25/2026

DAQ: Delta-Aware Quantization for Post-Training LLM Weight Compression

Delta-Aware Quantization framework for post-training LLM weight compression that preserves knowledge by protecting small-magnitude parameter deltas during quantization.

Ax Alejandro Morales-Hern\'andez, Fabrizio De Caroa, Gian Marco Paldino, Pascal Tribel, Alfredo Vaccaro, Gianluca Bontempi 3/25/2026

A Direct Classification Approach for Reliable Wind Ramp Event Forecasting under Severe Class Imbalance

Classification method for wind power ramp event forecasting addressing severe class imbalance in grid stability systems.

Ax Hong Jeong 3/25/2026

Trained Persistent Memory for Frozen Decoder-Only LLMs

Method for adding trained persistent memory to frozen decoder-only LLMs using memory adapters in latent space.