57 citations · 91 across the 5 of their papers we have counts for
7 papers
Improving Linewidth and Extinction Ratio Performances of Lithium Niobate Ring Modulator Using Ring-pair Structure
Songyan Hou
Electro-optic modulators lie at the heart of complex integration and high density electro-optic systems. One of the representative electro-optic modulators is thin film lithium nio…
Visible-telecom broadband optical isolator based on dynamic modulation in thin-film lithium niobate
Manav Shah, Ian Briggs, Pao-Kang Chen +2
Optical isolators are an essential component of photonic systems. Current integrated optical isolators have limited bandwidths due to stringent phase-matching conditions, resonant…
Convergence of Adapted Empirical Measures on
Beatrice Acciaio, Songyan Hou
We consider empirical measures of -valued stochastic process in finite discrete-time. We show that the adapted empirical measure introduced in the recent work \cite{backhof…
Instance-Dependent Generalization Bounds via Optimal Transport
Songyan Hou, Parnian Kassraie, Anastasis Kratsios +2
Existing generalization bounds fail to explain crucial factors that drive the generalization of modern neural networks. Since such bounds often hold uniformly over all parameters,…
Deep Partial Hedging
Songyan Hou, Thomas Krabichler, Marcus Wunsch
Using techniques from deep learning (cf. [Büh+19]), we show that neural networks can be trained successfully to replicate the modified payoff functions that were first derived in t…
Ultra-broadband quadrature squeezing with thin-film lithium niobate nanophotonics
Pao-Kang Chen, Ian Briggs, Songyan Hou +1
Squeezed light is a key quantum resource that enables quantum advantages for sensing, networking, and computing applications. The scalable generation and manipulation of squeezed l…
Manipulating Coherent Light Matter Interaction: Continuous Transition between Strong Coupling and Weak Coupling in MoS2 Monolayer Coupled with Plasmonic Nanocavities
Songyan Hou, Xingli Wang, Landobasa Y. M. Tobing +10
Strong interactions between surface plasmons in ultra-compact nanocavities and excitons in two dimensional materials have attracted wide interests for its prospective realization o…