Jiaxin Huang - Concepedia

Author

Jiaxin Huang

University of Illinois Urbana-Champaign ORCID

Also Known As

Huang, Jiaxin, Jia-xin Huang, Jiaxin Huang

Publications

462

Citations

H-Index

Concepts

All Affiliations

University of Illinois Urbana-Champaign Zhejiang University Trine University

About

Jiaxin Huang is an author at University of Illinois Urbana-Champaign specializing in engineering, language studies, and computational linguistics.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	7	7	347
2	Language Studies	4	4	283
3	Computer Science	4	4	231
4	Data Science	3	3	66
5	Natural Sciences	2	2	34

Jiaxin Huang

Publications

437

Citations

H-Index

Page 1

	Year	Citations
Large Language Models Can Self-Improve Jiaxin Huang, Shixiang Gu, Le Hou, Artificial IntelligenceLlm Fine-tuningEngineeringLarge Language ModelLanguage Processing	2023	167
Generating Training Data with Language Models: Towards Zero-Shot Language Understanding Meng Yu, Jiaxin Huang, Yu Zhang, arXiv (Cornell University) Few-shot LearningStructured PredictionLlm Fine-tuningEngineeringMachine Learning	2022	80
Research on Machine Learning with Algorithms and Development Liqiang Yu, Xingyu Zhao, Jiaxin Huang, Journal of Theory and Practice of Engineering Science Artificial IntelligenceData ClassificationEngineeringMachine LearningData Science	2023	30
Enhancing Essay Scoring with Adversarial Weights Perturbation and Metric-specific AttentionPooling Jiaxin Huang, Xinyu Zhao, Chang Che,	2023	28
Reducing the CNOT Count for Clifford+T Circuits on NISQ Architectures Vlad Gheorghiu, Jiaxin Huang, Sarah Meng Li, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems	2022	26
Large Language Models Can Self-Improve Jiaxin Huang, Shixiang Gu, Le Hou, arXiv (Cornell University)	2022	24
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning Meng Yu, Martin Michalski, Jiaxin Huang, arXiv (Cornell University) Artificial IntelligenceFew-shot LearningLlm Fine-tuningEngineeringMachine Learning	2022	19
Mitigating Barren Plateaus of Variational Quantum Eigensolvers Xia Liu, Geng Liu, Hao-Kai Zhang, IEEE Transactions on Quantum Engineering Barren PlateausQuantum ScienceQuantum DynamicEngineeringQuantum Computing	2024	19
Few-Shot Fine-Grained Entity Typing with Automatic Label Interpretation and Instance Generation Jiaxin Huang, Meng Yu, Jiawei Han Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining Structured PredictionLlm Fine-tuningEngineeringMultilingual PretrainingSemantics	2022	17
Mitigating barren plateaus of variational quantum eigensolvers Xia Liu, Geng Liu, Jiaxin Huang arXiv (Cornell University) Barren PlateausQuantum ScienceQuantum DynamicEngineeringQuantum Computing	2022	15

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