ML & Reasoning @ UIUC

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1. llm-continual-learning-survey llm-continual-learning-survey Public

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

   563 21

2. multimodal-needle-in-a-haystack multimodal-needle-in-a-haystack Public

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

   Python 57 3

3. unified-continual-learning unified-continual-learning Public

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

   Python 56 7

4. GRDA GRDA Public

   [ICLR 2022] Graph-Relational Domain Adaptation

   Python 46 10

5. VDI VDI Public

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

   Python 40 6

6. bayesian-peft bayesian-peft Public

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

   Python 40 8