Changhai Zhou
4 papers · 2025–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(10)
Top co-authors
Research topics
Keywords
large language model
(4)
model compression
(3)
low-rank adaptation
(2)
parameter-efficient fine-tuning
(1)
parameter efficiency
(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)
adaptation
(1)
loras
(1)
inter-layer sharing
(1)
intra-layer sharing
(1)
model serving
(1)
bayesian optimization
(1)
Papers
BSLoRA: Enhancing the Parameter Efficiency of LoRA with Intra-Layer and Inter-Layer Sharing
ICML 2025
Dynamic Operator Optimization for Efficient Multi-Tenant LoRA Model Serving
AAAI 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