LW
Li Kevin Wenliang
cs.LGstat.MLcs.AIcs.CLalgorithmic inductionAthletic PerformanceBayesian inferenceBehavioral NeuroscienceCognitive NeuroscienceCognitive Psychology
On Valency
published · living versionsW_zya8h47g·v1 · currentpublished
Benchmarking Machine Learning for Chaotic Three-Body Dynamics in Astrophysics
with Sheng Wan, Pavan Vynatheya, Duo Xu, Ye Zhu
1 version
Preprints & journals
23 papers in the corpus · 2018–2026Simplex Diffusion Models2609.35553v1 · Justin Deschenaux, Alexandre Galashov, Andrew Campbell et al.2026 · 0 citationsarXiv
Human learning of probability distributions is biased toward moderate structural complexity.42702607 · Teng, Tianyuan, Wenliang, Li Kevin, Zhang, Hang2026 · 0 citationsNature communications. 2026;17(1)
Algorithmic Compression via Pretrained Neural Networks.42352106 · Genewein, Tim, Grau-Moya, Jordi, Wenliang, Li Kevin et al.2026 · 0 citationsEntropy (Basel, Switzerland). 2026;28(6)
On the Wasserstein Gradient Flow Interpretation of Drifting Models2605.05118v2 · Arthur Gretton, Li Kevin Wenliang, Alexandre Galashov et al.2026 · 0 citationsarXiv
Understanding Prompt Tuning and In-Context Learning via Meta-Learning2505.17010v2 · Tim Genewein, Li Kevin Wenliang, Jordi Grau-Moya et al.2025 · 2 citationsarXiv
Why is prompting hard? Understanding prompts on binary sequence predictors2502.10760v2 · Li Kevin Wenliang, Anian Ruoss, Jordi Grau-Moya et al.2025 · 0 citationsArtificial Intelligence and Statistics 2026
TacticAI: an AI assistant for football tactics.38503774 · Wang, Zhe, Veličković, Petar, Hennes, Daniel et al.2024 · 91 citationsNature communications. 2024;15(1):1906
Near-Minimax-Optimal Distributional Reinforcement Learning with a Generative Model2402.07598v2 · Mark Rowland, Li Kevin Wenliang, R'emi Munos et al.2024 · 1 citationarXiv
Amortized Planning with Large-Scale Transformers: A Case Study on Chess2402.04494v2 · Anian Ruoss, Gr'egoire Del'etang, Sourabh Medapati et al.2024 · 8 citationsarXiv
Learning Universal Predictors2401.14953v1 · Jordi Grau-Moya, Tim Genewein, Marcus Hutter et al.2024 · 2 citationsarXiv
Distributional Bellman Operators over Mean Embeddings2312.07358v3 · Li Kevin Wenliang, Gr'egoire Del'etang, Matthew Aitchison et al.2023 · 1 citationarXiv
Score-based generative models learn manifold-like structures with constrained mixing2311.09952v1 · Li Kevin Wenliang, Ben Moran2023 · 0 citationsarXiv
Language Modeling Is Compression2309.10668v2 · Gr'egoire Del'etang, Anian Ruoss, Paul-Ambroise Duquenne et al.2023 · 39 citationsarXiv
Memory-Based Meta-Learning on Non-Stationary Distributions2302.03067v2 · Tim Genewein, Gr'egoire Del'etang, Anian Ruoss et al.2023 · 1 citationarXiv
On the failure of variational score matching for VAE models2210.13390v1 · Li Kevin Wenliang2022 · 1 citationarXiv
Beyond Bayes-optimality: meta-learning what you know you don't know2209.15618v2 · Jordi Grau-Moya, Gr'egoire Del'etang, Markus Kunesch et al.2022 · 0 citationsarXiv
Neural Networks and the Chomsky Hierarchy2207.02098v3 · Gr'egoire Del'etang, Anian Ruoss, Jordi Grau-Moya et al.2022 · 48 citationsarXiv
Blindness of score-based methods to isolated components and mixing proportions2008.10087v3 · Li K. Wenliang, Heishiro Kanagawa2020 · 6 citationsarXiv
COT-GAN: Generating Sequential Data via Causal Optimal Transport2006.08571v2 · Tianlin Xu, Li K. Wenliang, Michael Munn et al.2020 · 42 citationsarXiv
Amortised Learning by Wake-Sleep2002.09737v2 · Li K. Wenliang, Theodore Moskovitz, Heishiro Kanagawa et al.2020 · 2 citationsarXiv
A neurally plausible model for online recognition and postdiction in a dynamical environment10.1101/672089v3 · Wenliang, L. K., Sahani, M.2019 · 4 citationsbioRxiv
Learning deep kernels for exponential family densities1811.08357v4 · Li Wenliang, Danica J. Sutherland, Heiko Strathmann et al.2018 · 40 citationsProceedings of the 36th International Conference on Machine Learning (ICML 2019), PMLR 97:6737-6746
Deep Neural Networks for Modeling Visual Perceptual Learning.29793979 · Wenliang, Li K, Seitz, Aaron R2019 · 83 citationsThe Journal of neuroscience : the official journal of the Society for Neuroscience. 2018;38(27):6028-6044
Career total: 36 works. 23 are in this corpus.
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