Hao Xiong

On Designing General and Expressive Quantum Graph Neural Networks with Applications to MILP Instance Representation

UniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP

From Graph Embedding to LKH: Bridging Learning and Heuristics for a Streamlined General TSP Solver

Towards LLM4QPE: Unsupervised Pretraining of Quantum Property Estimation and A Benchmark

Node2ket: Efficient High-Dimensional Network Embedding in Quantum Hilbert Space

Equivariant Quantum Graph Neural Network for Mixed-Integer Linear Programming