17 citations · 17 across the 3 of their papers we have counts for
3 papers
cs.LG2025
Entropy-Reservoir Bregman Projection: An Information-Geometric Unification of Model Collapse
Jingwei Chen
Self-referential learning -- training a model on data it generated itself -- promises boundless scalability but chronically suffers from model collapse: language models degenerate…
cond-mat.mes-hall2019
Monte Carlo studies of modified scalable designs for quantum computation
Guan-Hao Feng, Jingwei Chen, Hong-Hao Zhang
As the building blocks of topological quantum computation, Majorana zero modes (MZMs) have attracted tremendous attention in recent years. Scalable mesoscopic island designs with M…
quant-ph2016★ 17 cited
Deterministic generations of NOON states via shortcuts to adiabaticity
Jingwei Chen, L. F. Wei
NOON states play the important roles in quantum information processings and quantum metrology, but the fidelities of these states generated previously are limited typically by the…