Yuhua Zhou

5 papers · 2025–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (13) ⭐ Rising Star (5) ⚡ Prolific Year · Productive

Venues

NAACL (2) AAAI (1) ICLR (1) ICML (1)

Top co-authors

Changhai Zhou (4) Yibin Wang (3) Hongguang Li (2) Ruifeng Li (2) Shijie Han (2) Fei Yang (1) Shiyang Zhang (1) Hongyang Chen (1) Aimin Pan (1) Zekai Liu (1)

Research topics

Artificial Intelligence (5) Machine Learning (5) Application Areas (5) Deep Learning (4) Core AI (4) Optimization & Theory · Deep Learning (3) Architectures (1) Core Methods (1) Learning Paradigms (1) Learning Types (1) Optimization & Theory · Machine Learning (1) Techniques (1)

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) hierarchical pooling (1) rank allocation (1) molecular matching (1) dynamic operator optimization (1) adaptation (1) loras (1) substructures (1) inter-layer sharing (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 UniMatch: Universal Matching from Atom to Task for Few-Shot Drug Discovery ICLR 2025