46 citations · 55 across the 5 of their papers we have counts for
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quant-ph2026
Quantum Tilted Loss in Variational Optimization: Theory and Applications
Yixian Qiu, Josep Lumbreras, Xiufan Li +1
Variational quantum algorithms (VQAs) are leading strategies for using near-term quantum devices, with a well-studied bottleneck being their trainability. Standard expectation-valu…
quant-ph2026
Trainability Beyond Linearity in Variational Quantum Objectives
Gordon Ma, Xiufan Li
Barren-plateau results have established exponential gradient suppression as a widely cited obstacle to the scalability of variational quantum algorithms. When and whether these res…