| Oct 7, 2026 |
Gave a talk that is relevant to multi-agent security in Oxford Collaboration Week organized by BOLD, taking Graph-Hypoth as a case study. Slides are here.
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| Jul 31, 2026 |
Surviving Resource-constraint Compression: Capability Retention under Tensor-train Decomposition for Sub-billion Parameter Language Models is published by Machine Intelligence Research.
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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).
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| 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.
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| 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).
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| Jul 4, 2023 |
Manuscript TensorGPT: Efficient Compression of the Embedding Layer in LLMs based on the Tensor-Train Decomposition is available online.
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| Jul 2, 2023 |
Private Training Set Inspection in MLaaS is featured by Montreal AI Ethics Institute, for the details please drop in here.
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| Mar 28, 2023 |
Co-authored paper at Baidu, PaddlePaddle: A Production-Oriented Deep Learning Platform Facilitating the Competency of Enterprises, is available online.
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| Jan 29, 2023 |
Manuscript Data Origin Inference in Machine Learning is available online (code included).
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