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Mar 5, 2025 How can representation dimension dominate structurally pruned LLMs? is accepted by ICLR 2025 Workshop on Sparsity in LLMs (SLLM).
Oct 7, 2024 Manuscript Geometry is All You Need: A Unified Taxonomy of Matrix and Tensor Factorization for Compression of Generative Language Models is available online.
Sep 27, 2024 Co-authored paper, FinLlama: LLM-Based Financial Sentiment Analysis for Algorithmic Trading, has been accepted by the International Conference on AI in Finance (ICAIF2024).
Jul 4, 2023 Manuscript TensorGPT: Efficient Compression of the Embedding Layer in LLMs based on the Tensor-Train Decomposition is available online.
Jul 2, 2023 Private Training Set Inspection in MLaaS is featured by Montreal AI Ethics Institute, for the details please drop in here.
Mar 28, 2023 Co-authored paper at Baidu, PaddlePaddle: A Production-Oriented Deep Learning Platform Facilitating the Competency of Enterprises, is available online.
Jan 29, 2023 Manuscript Data Origin Inference in Machine Learning is available online (code included).