Mufan Qiu
3 papers · 2025–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (13) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
ACL (1)
EMNLP (1)
NAACL (1)
Top co-authors
Keywords
model architecture
(1)
safety alignment
(1)
foundation model
(1)
expert routing
(1)
expert specialization
(1)
load balancing
(1)
gene regulatory network
(1)
multi-omics datum
(1)
single-cell rna sequencing
(1)
drug response prediction
(1)
graph neural network
(1)
multi-head cross-attention
(1)
single cell rna sequencing
(1)
Papers
GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models
ACL 2025
Bag of Tricks for Sparse Mixture-of-Experts: A Benchmark Across Reasoning, Efficiency, and Safety
EMNLP 2025
Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert Parallelism Design
NAACL 2025