Ryan A Rossi
Biographic Data
| ID | 3924903 |
|---|---|
| NAME | Ryan A Rossi |
| GIVEN NAMES | Ryan A |
| FAMILY NAME | Rossi |
| SIGNATURE | ROSSI R A |
| AFFILIATIONS | Purdue University West Lafayette |
| ORCID | 0000-0001-9758-0635 |
| VERIFIED | Yes |
| TOTAL WORKS | 5 |
| TOTAL CITATIONS | 14 |
| WORKS AS AUTHOR | 5 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2014 |
| LATEST PUBLICATION YEAR | 2024 |
| H-INDEX | 1 |
Bias and Fairness in Large Language Models
Rapid advancements of large language models (LLMs) have enabled the processing, understanding, and generation of human-like text, with increasing integration into systems that touch our social sphere. Despite this success, these models can learn, perpetuate, and amplify harmful social biases. In this article, we present a comprehensive survey of bias evaluation and mitigation techniques for LLMs. We first consolidate, formalize, and expand notion…
Complex networks are structurally distinguishable by domain
Parallel collective factorization for modeling large heterogeneous networks
The Network Data Repository with Interactive Graph Analytics and Visualization
NetworkRepository (NR) is the first interactive data repository with a web-based platform for visual interactive analytics. Unlike other data repositories (e.g., UCI ML Data Repository, and SNAP), the network data repository (networkrepository.com) allows users to not only download, but to interactively analyze and visualize such data using our web-based interactive graph analytics platform. Users can in real-time analyze, visualize, compare, and…
Coloring large complex networks
Bias and Fairness in Large Language Models
Rapid advancements of large language models (LLMs) have enabled the processing, understanding, and generation of human-like text, with increasing integration into systems that touch our social sphere. Despite this success, these models can learn, perpetuate, and amplify harmful social biases. In this article, we present a comprehensive survey of bias evaluation and mitigation techniques for LLMs. We first consolidate, formalize, and expand notion…
Coloring large complex networks
Coloring large complex networks
The Network Data Repository with Interactive Graph Analytics and Visualization
NetworkRepository (NR) is the first interactive data repository with a web-based platform for visual interactive analytics. Unlike other data repositories (e.g., UCI ML Data Repository, and SNAP), the network data repository (networkrepository.com) allows users to not only download, but to interactively analyze and visualize such data using our web-based interactive graph analytics platform. Users can in real-time analyze, visualize, compare, and…
Parallel collective factorization for modeling large heterogeneous networks
Complex networks are structurally distinguishable by domain
Bias and Fairness in Large Language Models
Rapid advancements of large language models (LLMs) have enabled the processing, understanding, and generation of human-like text, with increasing integration into systems that touch our social sphere. Despite this success, these models can learn, perpetuate, and amplify harmful social biases. In this article, we present a comprehensive survey of bias evaluation and mitigation techniques for LLMs. We first consolidate, formalize, and expand notion…
Computer Science (5 works) · Artificial Intelligence (4 works) · Complex Network Analysis Techniques (4 works) · Bioinformatics and Genomic Networks (2 works) · Data science (2 works) · Graph (2 works) · Mathematics (2 works) · Scalability (2 works) · Theoretical Computer Science (2 works) · Advanced Graph Neural Networks (1 work)