Haiyang Guo
4 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Research topics
Keywords
large multimodal model
(2)
instruction tuning
(2)
catastrophic forgetting
(1)
knowledge distillation
(1)
prompt learning
(1)
data heterogeneity
(1)
multimodal large language model
(1)
continual instruction tuning
(1)
knowledge preservation
(1)
hierarchical decoupling
(1)
federated learning
(1)
multimodal continual learning
(1)
continual learning
(1)
Papers
Federated Continual Instruction Tuning
ICCV 2025
HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model
ACL 2025
ModalPrompt: Towards Efficient Multimodal Continual Instruction Tuning with Dual-Modality Guided Prompt
EMNLP 2025
PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning
ECCV 2024