| Variable-Width Transformers | Efficiency & systems | Zhaofeng Wu +5 | Jun 16, 2026 | 15 |
| Adaptive Volumetric Mechanical Property Fields Invariant to Resolution | Efficiency & systems | Rishit Dagli +6 | Jun 16, 2026 | 5 |
| Wasserstein Contraction of Coordinate Ascent Variational Inference | Efficiency & systems | Rocco Caprio +2 | May 28, 2026 | — |
| Composing Non-Conjugate Factor Graphs with Closed-Form Variational Inference | Efficiency & systems | Mykola Lukashchuk +6 | May 28, 2026 | — |
| Learning Robust and Task-Invariant Functional Representation from fMRI through Siamese Self-Supervised Learning | Efficiency & systems | Jiyao Wang +6 | May 27, 2026 | — |
| Human Label Variation as Stable Signal: Learning Annotator-Specific Explanation Behavior via Cross-Annotator Preference Optimization | Efficiency & systems | Beiduo Chen +5 | May 27, 2026 | — |
| ConVer: Using Contracts and Loop Invariant Synthesis for Scalable Formal Software Verification | Efficiency & systems | Muhammad A. A. Pirzada +4 | May 26, 2026 | — |
| Resource-Constrained Affect Modelling via Variance Regularisation Pruning | Efficiency & systems | Kosmas Pinitas +1 | May 26, 2026 | — |
| Statistical Inference for Stochastic Gradient Descent Beyond Finite Variance | Efficiency & systems | Jose Blanchet +2 | May 25, 2026 | — |
| The Tokenizer Tax Across 25 European Languages: Domain Invariance, Cross-Lingual Few-Shot Effects, and the Ukrainian Penalty | Efficiency & systems | Volodymyr Ovcharov | May 23, 2026 | — |
| Balancing Fairness, Privacy, and Accuracy: A Multitask Adversarial Framework for Centralized Data-Driven Systems | Efficiency & systems | Imesh Ekanayake +2 | May 23, 2026 | — |
| GEM: GPU-Variability-Aware Expert to GPU Mapping for MoE Systems | Efficiency & systems | Sourish Wawdhane +2 | May 19, 2026 | — |
| Self-Distillation is Optimal Among Spectral Shrinkage Estimators in Spiked Covariance Models | Efficiency & systems | Radu Lecoiu +2 | May 18, 2026 | — |
| Tensor Channel Equivariant Graph Neural Networks for Molecular Polarizability Prediction | Efficiency & systems | Jean Philip Filling +2 | May 16, 2026 | — |
| HYVINT: Intensity-Driven Hypergraph Generation with Variational Representations | Efficiency & systems | Xinyi Hong +2 | May 16, 2026 | — |
| PRISMat: Policy-Driven, Permutation-Invariant Autoregressive Material Generation | Efficiency & systems | Claire Schlesinger +3 | May 15, 2026 | — |
| AGOP-IxG: A Gradient Covariance Filter for Local Feature Attribution on Tabular Data, with a Controlled Benchmark | Efficiency & systems | Raj Kiran Gupta Katakam | May 15, 2026 | — |
| Predicting Response to Neoadjuvant Chemotherapy in Ovarian Cancer from CT Baseline Using Multi-Loss Deep Learning | Efficiency & systems | Francesco Pastori +10 | May 14, 2026 | — |
| Enabling Adversarial Robustness in AI Models through Kubeflow MLOps | Efficiency & systems | Stavros Bouras +3 | May 14, 2026 | — |
| TILT: Target-induced loss tilting under covariate shift | Efficiency & systems | Kakei Yamamoto +1 | May 14, 2026 | — |
| Mask-Morph Graph U-Net: A Generalisable Mesh-Based Surrogate for Crashworthiness Field Prediction under Large Geometric Variation | Efficiency & systems | Haoran Li +6 | May 13, 2026 | — |
| Causal Learning with the Invariance Principle | Efficiency & systems | Francesco Montagna +1 | May 13, 2026 | — |
| IV-ICL: Bounding Causal Effects with Instrumental Variables via In-Context Learning | Efficiency & systems | Vahid Balazadeh +4 | May 13, 2026 | — |
| Compact SO(3) Equivariant Atomistic Foundation Models via Structural Pruning | Efficiency & systems | Chen Wang +3 | May 9, 2026 | — |
| AESOP: Adversarial Execution-path Selection to Overload Deep Learning Pipelines | Efficiency & systems | Tingxi Li +5 | May 9, 2026 | — |
| Exact Regular-Constrained Variable-Order Markov Generation via Sparse Context-State Belief Propagation | Efficiency & systems | François Pachet | May 8, 2026 | — |
| Chain-based Distillation for Effective Initialization of Variable-Sized Small Language Models | Efficiency & systems | Boyu Shi +5 | May 8, 2026 | — |
| SGD for Variational Inference: Tackling Unbounded Variance via Preconditioning and Dynamic Batching | Efficiency & systems | Hippolyte Labarrière +3 | May 8, 2026 | — |
| What If We Let Forecasting Forget? A Sparse Bottleneck for Cross-Variable Dependencies | Efficiency & systems | Fan Zhang +2 | May 8, 2026 | — |
| The Structural Origin of Attention Sink: Variance Discrepancy, Super Neurons, and Dimension Disparity | Efficiency & systems | Siquan Li +3 | May 7, 2026 | — |
| DARTS: Targeting Prognostic Covariates in Budget-Constrained Sequential Experiments | Efficiency & systems | Kateryna Husar +1 | May 7, 2026 | — |
| Invariant-Based Diagnostics for Graph Benchmarks | Efficiency & systems | Richard von Moos +2 | May 7, 2026 | — |
| Invariant Features in Language Models: Geometric Characterization and Model Attribution | Efficiency & systems | Agnibh Dasgupta +2 | May 7, 2026 | — |
| Permutation-preserving Functions and Neural Vecchia Covariance Kernels | Efficiency & systems | Jian Cao +2 | May 6, 2026 | — |
| Transformed Latent Variable Multi-Output Gaussian Processes | Efficiency & systems | Xiaoyu Jiang +4 | May 6, 2026 | — |
| Amortized Variational Inference for Joint Posterior and Predictive Distributions in Bayesian Uncertainty Quantification | Efficiency & systems | Nan Feng +1 | May 5, 2026 | — |
| A Fast Model Counting Algorithm for Two-Variable Logic with Counting and Modulo Counting Quantifiers | Efficiency & systems | Shixin Sun +4 | May 5, 2026 | — |
| Distributed Deep Variational Approach for Privacy-preserving Data Release | Efficiency & systems | Zahir Alsulaimawi +1 | May 4, 2026 | — |