Haotian Zhang
5 papers in the PaperMetrix corpus
Papers by this author
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Brain machine interface for useful human interaction via extreme learning machine and state machine design
2017
The idea of brain machine interface (BMI) is to provide a source of interaction between a person and a machine via thought. Three major parts to an effective BMI are determined and handled in this …
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Variational Reinforcement Learning for Hyper-Parameter Tuning of Adaptive Evolutionary Algorithm
2022 · IEEE Transactions on Emerging Topics in Computational Intelligence
The performance of an evolutionary algorithm (EA) is deeply affected by its control parameter's setting. It has become a trend in recent studies to treat the control parameter as a random variable. In these studies, …
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A Personalized MOOC Learning Group and Course Recommendation Method Based on Graph Neural Network and Social Network Analysis
2024 · arXiv (Cornell University)
In order to enhance students' initiative and participation in MOOC learning, this study constructed a multi-level network model based on Social Network Analysis (SNA). The model makes use of data pertaining to nearly 40,000 users …
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Models and Data for Simple Applications of BERT for Ad Hoc Document Retrieval
2019 · arXiv (Cornell University)
Following recent successes in applying BERT to question answering, we explore simple applications to ad hoc document retrieval. This required confronting the challenge posed by documents that are typically longer than the length of input …
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Cross-Domain Modeling of Sentence-Level Evidence for Document Retrieval
2019
Zeynep Akkalyoncu Yilmaz, Wei Yang, Haotian Zhang, Jimmy Lin. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 2019.