84 citations · 232 across the 10 of their papers we have counts for
10 papers
AlphaRouter: Quantum Circuit Routing with Reinforcement Learning and Tree Search
Wei Tang, Yiheng Duan, Yaroslav Kharkov +3
Quantum computers have the potential to outperform classical computers in important tasks such as optimization and number factoring. They are characterized by limited connectivity,…
A Reinforcement Learning Approach to Estimating Long-term Treatment Effects
Ziyang Tang, Yiheng Duan, Stephanie Zhang +1
Randomized experiments (a.k.a. A/B tests) are a powerful tool for estimating treatment effects, to inform decisions making in business, healthcare and other applications. In many p…
Learning Based Joint Coding-Modulation for Digital Semantic Communication Systems
Yufei Bo, Yiheng Duan, Shuo Shao +1
In learning-based semantic communications, neural networks have replaced different building blocks in traditional communication systems. However, the digital modulation still remai…
Heralded Interaction Control between Quantum Systems
Yiheng Duan, Mahdi Hosseini, Kristin M. Beck +1
Quantum mechanical expectation values for subsets can differ substantially from those for the whole ensemble. This implies that the effect of interactions between two systems can b…
Strongly Correlated Quantum Gas Prepared by Direct Laser Cooling
Pablo Solano, Yiheng Duan, Yu-Ting Chen +3
We create a one-dimensional strongly correlated quantum gas of Cs atoms with attractive interactions by direct laser cooling in 300~ms. After compressing and cooling the op…
Cavity cooling of many atoms
Mahdi Hosseini, Yiheng Duan, Kristin M. Beck +2
We demonstrate cavity cooling of all motional degrees of freedom of an atomic ensemble using light that is far detuned from the atomic transitions by several gigahertz. The cooling…
Large conditional single-photon cross-phase modulation
Kristin M. Beck, Mahdi Hosseini, Yiheng Duan +1
Deterministic optical quantum logic requires a nonlinear quantum process that alters the phase of a quantum optical state by through interaction with only one photon. Here, we…
Partially Nondestructive Continuous Detection of Individual Traveling Optical Photons
Mahdi Hosseini, Kristin M. Beck, Yiheng Duan +2
We report the continuous and partially nondestructive measurement of optical photons. For a weak light pulse traveling through a slow-light optical medium (signal), the associated…
Carving complex many-atom entangled states by single-photon detection
Wenlan Chen, Jiazhong Hu, Yiheng Duan +3
We propose a versatile and efficient method to generate a broad class of complex entangled states of many atoms via the detection of a single photon. For an atomic ensemble contain…
Non-monotonic pressure dependence of the dynamics of soft glass-formers at high compressions
Lijin Wang, Yiheng Duan, Ning Xu
In molecular dynamics simulations of soft glass-formers interacting via repulsions, we find that the glass transition temperature, dynamical heterogeneity, and glass fragility reac…