Xinyu Ye
8 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (7) πΊοΈ Taxonomy Completionist (12)
π£
Hot Topic Early Bird
Conferences
CVPR (2)
ICLR (2)
ICML (2)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
quantum computing
(3)
quantum circuit
(2)
quantum machine learning
(2)
graph matching
(1)
circuit design
(1)
constrained optimization
(1)
visual attention
(1)
machine learning
(1)
vertex classification
(1)
generative model
(1)
latent variable
(1)
variational autoencoder
(1)
quantum approximate optimization algorithm
(1)
molecule generation
(1)
spherical latent space
(1)
quadratic assignment problem
(1)
tensor network
(1)
quantum-inspired algorithm
(1)
user behavior
(1)
von mises-fisher distribution
(1)
Papers
Tensor Network: from the Perspective of AI4Science and Science4AI
IJCAI 2025
Beyond Circuit Connections: A Non-Message Passing Graph Transformer Approach for Quantum Error Mitigation
ICLR 2025
On Designing General and Expressive Quantum Graph Neural Networks with Applications to MILP Instance Representation
ICLR 2025
QEM-Bench: Benchmarking Learning-based Quantum Error Mitigation and QEMFormer as a Multi-ranged Context Learning Baseline
ICML 2025
QVAE-Mole: The Quantum VAE with Spherical Latent Variable Learning for 3-D Molecule Generation
NIPS 2024
Circuit Design and Efficient Simulation of Quantum Inner Product and Empirical Studies of Its Effect on Near-Term Hybrid Quantum-Classic Machine Learning
CVPR 2024
Learning From Unique Perspectives: User-Aware Saliency Modeling
CVPR 2023
Towards Quantum Machine Learning for Constrained Combinatorial Optimization: a Quantum QAP Solver
ICML 2023