Changhai Zhou
4 papers · 2025–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NAACL (2)
AAAI (1)
ICML (1)
Top co-authors
Keywords
large language model
(3)
model compression
(3)
low-rank adaptation
(2)
parameter-efficient fine-tuning
(1)
multi-tenant serving
(1)
mixed-precision quantization
(1)
structural pruning
(1)
structured pruning
(1)
performance model
(1)
gpu optimization
(1)
operator optimization
(1)
rank allocation
(1)
dynamic operator optimization
(1)
model serving
(1)
bayesian optimization
(1)
Papers
Dynamic Operator Optimization for Efficient Multi-Tenant LoRA Model Serving
AAAI 2025
BSLoRA: Enhancing the Parameter Efficiency of LoRA with Intra-Layer and Inter-Layer Sharing
ICML 2025
QPruner: Probabilistic Decision Quantization for Structured Pruning in Large Language Models
NAACL 2025
RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model
NAACL 2025