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Weekly rankings

Good research deserves attention. Every week, we evaluate thousands of new preprints and surface the ones with the most signal. Read this week's recap or see statistics.

May 25 – May 31, 2026

#	Paper	Score
1 Towards Interactive Video World Modeling: Frontiers, Challenges, Benchmarks, and Future Trends 84.9 Jiuming Liu et al.Computer Vision	1	Towards Interactive Video World Modeling: Frontiers, Challenges, Benchmarks, and Future Trends Jiuming Liu et al.Computer Vision	84.9
2 On Thin Perfect Matchings up to Polylogarithmic Factors 77.5 Alireza Haqi, Shayan Oveis GharanDiscrete Mathematics	2	On Thin Perfect Matchings up to Polylogarithmic Factors Alireza Haqi, Shayan Oveis GharanDiscrete Mathematics	77.5
3 ViBE: Co-Optimizing Workload Skew and Hardware Variability for MoE Serving 77.4 Seokjin Go et al.Computer Architecture	3	ViBE: Co-Optimizing Workload Skew and Hardware Variability for MoE Serving Seokjin Go et al.Computer Architecture	77.4
4 LeAP: Learnable Adaptive Permutation for Feature Selection in Heterogeneous and Sparse Recommender Systems 77.2 Yihong Huang et al.Machine Learning	4	LeAP: Learnable Adaptive Permutation for Feature Selection in Heterogeneous and Sparse Recommender Systems Yihong Huang et al.Machine Learning	77.2
5 PolySpeech-100: A Large-Scale Benchmark for Speech Understanding Across 100+ Languages and Dialects 75.3 Sicheng Yang et al.AI	5	PolySpeech-100: A Large-Scale Benchmark for Speech Understanding Across 100+ Languages and Dialects Sicheng Yang et al.AI	75.3
6 HASTE: Hardware-Aware Dynamic Sparse Training for Large Output Spaces 74.6 Nasib Ullah et al.Machine Learning	6	HASTE: Hardware-Aware Dynamic Sparse Training for Large Output Spaces Nasib Ullah et al.Machine Learning	74.6
7 EMA: Approximate Nearest Neighbor Search with General Attribute Filtering and Dynamic Updates 74.5 Mocheng Li et al.Databases	7	EMA: Approximate Nearest Neighbor Search with General Attribute Filtering and Dynamic Updates Mocheng Li et al.Databases	74.5
8 Hypergraph backboning 74.3 Alec Kirkley et al.Network Science	8	Hypergraph backboning Alec Kirkley et al.Network Science	74.3
9 SCOPE: Cost-Efficient Model Selection for Compound AI Systems under Quality Constraints 74.1 Yiqian Huang et al.AI	9	SCOPE: Cost-Efficient Model Selection for Compound AI Systems under Quality Constraints Yiqian Huang et al.AI	74.1
10 FVSpec: Real-World Property-Based Tests as Lean Challenges 74.0 Quinn Dougherty et al.Software Engineering	10	FVSpec: Real-World Property-Based Tests as Lean Challenges Quinn Dougherty et al.Software Engineering	74.0