Wei Huang

16 papers A* 3Misc 1Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
GradPruner: Gradient-Guided Layer Pruning Enabling Efficient Fine-Tuning and Inference for LLMs.
CoRR
Wei Huang, Anda Cheng, Yinggui Wang
2026 J jnl
LLM-AutoDP: Automatic Data Processing via LLM Agents for Model Fine-tuning.
CoRR
Wei Huang, Anda Cheng, Yinggui Wang, Lei Wang, Tao Wei
2026 J jnl
LLM-AutoDP: Automatic Data Processing via LLM Agents for Model Fine-tuning.
Proc. VLDB Endow.
Wei Huang, Anda Cheng, Yinggui Wang, Lei Wang, Tao Wei
2025 A* conf
A Fully Probabilistic Perspective on Large Language Model Unlearning: Evaluation and Optimization.
EMNLP
Anda Cheng, Wei Huang, Yinggui Wang
2025 — conf
DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment.
EMNLP (Findings)
Wei Huang, Anda Cheng, Zhao Zhang, Yinggui Wang
2025 J jnl
DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment.
CoRR
Wei Huang, Anda Cheng, Zhao Zhang, Yinggui Wang
2025 — conf
DaMoC: Efficiently Selecting the Optimal Large Language Model for Fine-tuning Domain Tasks Based on Data and Model Compression.
EMNLP (Findings)
Wei Huang, Huang Wei, Yinggui Wang
2025 J jnl
DaMoC: Efficiently Selecting the Optimal Large Language Model for Fine-tuning Domain Tasks Based on Data and Model Compression.
CoRR
Wei Huang, Huang Wei, Yinggui Wang
2025 A* conf
Mitigating Catastrophic Forgetting in Large Language Models with Forgetting-aware Pruning.
EMNLP
Wei Huang, Anda Cheng, Yinggui Wang
2025 J jnl
Mitigating Catastrophic Forgetting in Large Language Models with Forgetting-aware Pruning.
CoRR
Wei Huang, Anda Cheng, Yinggui Wang
2024 Misc conf
A Fast, Performant, Secure Distributed Training Framework For LLM.
ICASSP
Wei Huang, Yinggui Wang, Anda Cheng, Aihui Zhou, Chaofan Yu, Lei Wang
2024 J jnl
A Fast, Performant, Secure Distributed Training Framework For Large Language Model.
CoRR
Wei Huang, Yinggui Wang, Anda Cheng, Aihui Zhou, Chaofan Yu, Lei Wang
2024 — conf
Privacy Evaluation Benchmarks for NLP Models.
EMNLP (Findings)
Wei Huang, Yinggui Wang, Cen Chen
2024 J jnl
Privacy Evaluation Benchmarks for NLP Models.
CoRR
Wei Huang, Yinggui Wang, Cen Chen
2024 J jnl
Privacy-Preserving End-to-End Spoken Language Understanding.
CoRR
Yinggui Wang, Wei Huang, Le Yang
2023 A* conf
Privacy-Preserving End-to-End Spoken Language Understanding.
IJCAI
Yinggui Wang, Wei Huang, Le Yang