2025
Fundamental Limits of Prompt Tuning Transformers: Universality, Capacity and Efficiency.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024
CoRMF: Criticality-Ordered Recurrent Mean Field Ising Solver.
CoRR, 2024

BiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Feature Programming for Multivariate Time Series Prediction.
CoRR, 2023

Feature Programming for Multivariate Time Series Prediction.
Proceedings of the International Conference on Machine Learning, 2023

2018
Unsupervised Hypergraph Feature Selection via a Novel Point-Weighting Framework and Low-Rank Representation.
CoRR, 2018