Hongyang Zhang

Ministry of Education of the People's Republic of China — China

Computer Science · Physical Sciences

17h-index2.2kcitations102works3.22yr avg
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Research Topics

Adversarial Robustness in Machine Learning(31), Topic Modeling(15), Anomaly Detection Techniques and Applications(13), Machine Learning and Algorithms(13), Domain Adaptation and Few-Shot Learning(12)

Publications102 total

Out-of-Vocabulary Sampling Boosts Speculative Decoding
arXiv (Cornell University)·2025Open Access
A Study of Coupling Effect on Blood Pressure by Fluid-Solid Interaction Analysis at Artery Bifurcation
2025
Prediction of Coalbed Methane Production Using a Modified Machine Learning Methodology
Energies·2025· 1 citedOpen Access
Encrypted Large Model Inference: The Equivariant Encryption Paradigm
arXiv (Cornell University)·2025Open Access
Correction to: Intelligent recognition algorithm of connection relation of substation secondary wiring drawing based on D-LLE algorithm
Discover Applied Sciences·2025Open Access
Integrating Frequency Guidance into Multi-source Domain Generalization for Bearing Fault Diagnosis
arXiv (Cornell University)·2025Open Access
Prediction of Coalbed Methane Production Using a Modified Machine Learning Methodology
SSRN Electronic Journal·2025Open Access
Intelligent recognition algorithm of connection relation of substation secondary wiring drawing based on D-LLE algorithm
Discover Applied Sciences·2024· 2 citedOpen Access
zkDL: Efficient Zero-Knowledge Proofs of Deep Learning Training
IEEE Transactions on Information Forensics and Security·2024· 16 cited
Greedy algorithms for stochastic monotone k-submodular maximization under full-bandit feedback
Journal of Combinatorial Optimization·2024
zkLLM: Zero Knowledge Proofs for Large Language Models
2024· 24 citedOpen Access
Bovine serum albumin-Camptothecin nanoparticles for RNAs packaging to improve the prognosis of Cancer
International Journal of Biological Macromolecules·2024· 5 cited
Numerical Modelling of a Pulsating Flow Generator for Simulating Blood Pressure
Journal of Physics Conference Series·2024Open Access
Organic template-free synthesis of CHA zeolite by hydrothermal conversion of magadiite with the assistance of seeds and an investigation of crystallization mechanism
Microporous and Mesoporous Materials·2024· 3 cited
Towards Secure and Private AI: A Framework for Decentralized Inference
arXiv (Cornell University)·2024· 1 citedOpen Access
Revisiting Referring Expression Comprehension Evaluation in the Era of Large Multimodal Models
arXiv (Cornell University)·2024· 1 citedOpen Access
EAGLE-2: Faster Inference of Language Models with Dynamic Draft Trees
arXiv (Cornell University)·2024· 1 citedOpen Access
zkLLM: Zero Knowledge Proofs for Large Language Models
arXiv (Cornell University)·2024Open Access
Lost Domain Generalization Is a Natural Consequence of Lack of Training Domains
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 3 citedOpen Access
EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty
arXiv (Cornell University)·2024· 5 citedOpen Access
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Frequent Co-authors

Chao Zhang(5), Maria-Florina Balcan(5), Fangyun Wei(5), Yaodong Yu(4), Ruslan Salakhutdinov(4), Eric P. Xing(3), Lang Huang(3), Yao-Yuan Yang(3), Cyrus Rashtchian(3), Kamalika Chaudhuri(3), Chao Zhang(3), Fangcheng Liu(3), Yuhui Li(3), David P. Woodruff(3), Yihan Wu(3), Heng Huang(3), Jiantao Jiao(2), Laurent El Ghaoui(2), Michael I. Jordan(2), Yuanzhi Li(2)