Foundations

Efficient Confidence Set Enumeration for Multi-label Conformal Classification UAI 2026 Efficient frequent directions algorithms for approximate decomposition of matrices and higher-order tensors JMLR 2026 Efficient GPU-Centric Evolving Graph Processing at Scale OSDI 2026 Exact Algorithms for Distance to Unique Vertex Cover AAAI 2026 FAST: An Efficient Scheduler for All-to-All GPU Communication NSDI 2026 Fast, Parallel, Query-Efficient Binary Classification COLT 2026 FAST: Topology-Aware Frequency-Domain Distribution Matching for Coreset Selection CVPR 2026 Feedback-guided Adaptive Testing of Distributed Systems Designs NSDI 2026 Fixed-Parameter Tractability of Private Synthetic Data Generation COLT 2026 ForestColl: Throughput-Optimal Collective Communications on Heterogeneous Network Fabrics NSDI 2026 Fractal: Fault-Tolerant Shell-Script Distribution NSDI 2026 Graph Inference with Effective Resistance Queries ALT 2026 Group-Fair Allocations of Contiguous Blocks of Indivisible Items UAI 2026 HeteCCL: Synthesizing Near-Optimal Collective Communication Schedules for Heterogeneous GPU Clusters NSDI 2026 Heuristic Analysis from Source Code via Symbolic-Guided Optimization NSDI 2026 How Hard Is It to Rig a Tournament When Few Players Can Beat or Be Beaten by the Favorite? AAAI 2026 hS: Speculative Script Reordering at Subprocess Granularity OSDI 2026 Improving TensorSketch Using Complex Random Variables UAI 2026 Iris: Expressive Traffic Analysis for the Modern Internet NSDI 2026 Jetpack: Consensus Made Generally Fast OSDI 2026 Language Identification with Succinct Machine-Independent Traces COLT 2026 Latency-Aware Caching with Delayed Hits: From Bursty Traffic to Pipeline Architectures NSDI 2026 Learning from Equivalence Queries, Revisited COLT 2026 LifeLine: An Object-Page Lifetime Alignment GC Enabling Minimal Memory Copying for Mobile Devices OSDI 2026 Linear Fundamental Matrix Estimation from 7 or 5 Points CVPR 2026