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@LUMIA-Group

LUMIA: Language Understanding and Machine Intelligence Algorithms

LUMIA is a research group lead by Zhouhan Lin in Shanghai Jiao Tong University.

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  1. MemoryDecoder MemoryDecoder Public

    The official implementation of the paper "Memory Decoder: A Pretrained, Plug-and-Play Memory for Large Language Models" (NeurIPS 2025 Poster).

    Python 70 8

  2. Leveraging-Self-Supervised-Learning-for-AVSR Leveraging-Self-Supervised-Learning-for-AVSR Public

    Official PyTorch implementation of paper Leveraging Unimodal Self Supervised Learning for Multimodal Audio-Visual Speech Recognition (ACL 2022)

    Python 68 13

  3. rasat rasat Public

    Forked from ServiceNow/picard

    The official implementation of the paper "RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL"(EMNLP 2022)

    Python 64 17

  4. MLPMemory MLPMemory Public

    The official implementation of the paper "MLP Memory: A Retriever-Pretrained Memory for Large Language Models". (ICLR 2026)

    Python 53 2

  5. OrderedGNN OrderedGNN Public

    The official implementation of the paper "Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing" (ICLR 2023).

    Python 48 5

  6. FourierTransformer FourierTransformer Public

    The official Pytorch implementation of the paper "Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator" (ACL 2023 Findings)

    Python 40 1

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