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@Wang-ML-Lab

ML & Reasoning @ UIUC

Machine Learning and Reasoning Lab @ UIUC

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  1. llm-continual-learning-survey llm-continual-learning-surveyPublic

    [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey

    558 21

  2. unified-continual-learning unified-continual-learningPublic

    [NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm

    Python 56 7

  3. multimodal-needle-in-a-haystack multimodal-needle-in-a-haystackPublic

    [NAACL 2025 Oral] Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Language Models

    Python 56 3

  4. GRDA GRDAPublic

    [ICLR 2022] Graph-Relational Domain Adaptation

    Python 46 10

  5. VDI VDIPublic

    [ICLR 2023 (Spotlight)] Domain-Indexing Variational Bayes: Interpretable Domain Index for Domain Adaptation

    Python 40 6

  6. bayesian-peft bayesian-peftPublic

    Bayesian Low-Rank Adaptation of LLMs: BLoB [NeurIPS 2024] and TFB [NeurIPS 2025]

    Python 40 8

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