ML & Reasoning @ UIUC
- 69 followers
- United States of America
- http://wanghao.in/
- hoguewang@gmail.com
Popular repositories Loading
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llm-continual-learning-survey
llm-continual-learning-survey Public[CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey
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unified-continual-learning
unified-continual-learning Public[NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm
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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
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bayesian-peft
bayesian-peft PublicBayesian Low-Rank Adaptation of LLMs: BLoB [NeurIPS 2024] and TFB [NeurIPS 2025]
Repositories
- CLEAR-HPV Public
[Patterns (Cell) 2026] CLEAR-HPV: Interpretable concept discovery for HPV-associated morphology in whole-slide histology
- OrchRM Public
- multimodal-needle-in-a-haystack Public
[NAACL 2025 Oral] Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Language Models
- TokUR Public
[ICLR 2026] TokUR: Token-Level Uncertainty Estimation for Large Language Model Reasoning
- bayesian-peft Public
Bayesian Low-Rank Adaptation of LLMs: BLoB [NeurIPS 2024] and TFB [NeurIPS 2025]
- llm-continual-learning-survey Public
[CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey
- interpretable-foundation-models Public
[ICML 2024] Probabilistic Conceptual Explainers (PACE): Trustworthy Conceptual Explanations for Vision Foundation Models
- multi-domain-active-learning Public
[AAAI 2024] Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees
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