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researcher

Mengxin Zheng

7 papers hereh-index 7330 citations16 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author1
  • last author2

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • cs.CR4
  • quant-ph2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedTrojLLM: A Black-box Trojan Prompt Attack on Large Language Models

12 citations · 15 across the 7 of their papers we have counts for

collaborators
Showing quant-phShow all

2 papers · 1 filter

quant-ph2026

SoK: Adversarial Robustness of the Variational Quantum Eigensolver via Red-Teaming

Ahmed Azaz Humdoon, Cheng Chu, Lei Jiang +2

The Variational Quantum Eigensolver (VQE) is a leading algorithm for estimating molecular ground-state energies on near-term quantum hardware, with applications spanning quantum ch…

quant-ph2026

Hardware Robustness of Sample-Based Quantum Diagonalization

Ahatesham Bhuiyan, Cheng Chu, Qian Lou +1

Sample-based Quantum Diagonalization (SQD) is a hybrid quantum-classical method that replaces variational optimization with a self-consistent recovery loop over QPU samples. Althou…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.