Hongming Piao
3 papers · 2024–2026 · 3 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
continual learning
(1)
mathematical reasoning
(1)
knowledge distillation
(1)
class-incremental learning
(1)
parameter efficient
(1)
entropy regularization
(1)
foundation model
(1)
low-rank adaptation
(1)
supervised fine-tuning
(1)
privacy protection
(1)
communication overhead
(1)
large reasoning model
(1)
large language model
(1)
federated continual learning
(1)
dual knowledge transfer
(1)
prompt-based knowledge transfer
(1)
Papers
Learning While Staying Curious: Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models
ACL 2026
SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning
ICLR 2025
Federated Continual Learning via Prompt-based Dual Knowledge Transfer
ICML 2024