Bill Lin
University of Washington(US)University of California System(US)University of California San Diego(US)Civil Aviation Flight University of China(CN)
Publications by Year
Research Areas
Topic Modeling, VLSI and FPGA Design Techniques, Natural Language Processing Techniques, Parallel Computing and Optimization Techniques, VLSI and Analog Circuit Testing
Most-Cited Works
- → Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models(2022)548 cited
- → FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks(2022)103 cited
- → LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion(2023)88 cited
- → Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity(2021)79 cited
- → Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles between Client Data Subspaces(2023)75 cited
- → FLIS: Clustered Federated Learning Via Inference Similarity for Non-IID Data Distribution(2023)70 cited