Yiliu Wang — accepted AI-conference papers

2026

Identifying Connectivity Distributions from Neural Dynamics Using Flows

Timothy Kim, Ulises Obilinovic, Yiliu Wang, Eric SheaBrown, Uygar Sümbül

ICML 2026poster

Connectivity structure shapes neural computation, but inferring this structure from population recordings is degenerate: multiple connectivity structures can generate identical dynamics. Recent work uses low-rank recurrent neural networks (lrRNNs) to infer low-dimensional latent dynamics and connect…

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2024

Combinatorial Bandits for Maximum Value Reward Function under Value-Index Feedback

Yiliu Wang, Wei Chen, Milan Vojnovic

ICLR 2024poster

We investigate the combinatorial multi-armed bandit problem where an action is to select $k$ arms from a set of base arms, and its reward is the maximum of the sample values of these $k$ arms, under a weak feedback structure that only returns the value and index of the arm with the maximum value. Th…

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