output
20222026
most citedAI can evolve without labels: self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation

79 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing 2023Show all

3 papers · 1 filter

cs.SI2023★ 5 cited

Interplay between Topology and Edge Weights in Real-World Graphs: Concepts, Patterns, and an Algorithm

Fanchen Bu, Shinhwan Kang, Kijung Shin

What are the relations between the edge weights and the topology in real-world graphs? Given only the topology of a graph, how can we assign realistic weights to its edges based on…

cs.LG2023

Flooding with Absorption: An Efficient Protocol for Heterogeneous Bandits over Complex Networks

Junghyun Lee, Laura Schmid, Se-Young Yun

Multi-armed bandits are extensively used to model sequential decision-making, making them ubiquitous in many real-life applications such as online recommender systems and wireless…

cs.SI2023★ 15 cited

Hypercore Decomposition for Non-Fragile Hyperedges: Concepts, Algorithms, Observations, and Applications

Fanchen Bu, Geon Lee, Kijung Shin

Hypergraphs are a powerful abstraction for modeling high-order relations, which are ubiquitous in many fields. A hypergraph consists of nodes and hyperedges (i.e., subsets of nodes…