Sotabase

Career

· PhD Student (Computer Science), University of Washington2023–

Publications (41)

Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
Conference on Machine Learning and Systems · 2023
249
cited
Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference
International Conference on Machine Learning · 2024
237
cited
NanoFlow: Towards Optimal Large Language Model Serving Throughput
arXiv.org · 2024
76
cited
Early redox activities modulate Xenopus tail regeneration
Nature Communications · 2018
66
cited
Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models
International Conference on Learning Representations · 2024
47
cited
Electric Fields at Breast Cancer and Cancer Cell Collective Galvanotaxis
Scientific Reports · 2020
41
cited
Infection-generated electric field in gut epithelium drives bidirectional migration of macrophages
bioRxiv · 2018
39
cited
Proinflammatory Secreted Phospholipase A2 Type IIA (sPLA-IIA) Induces Integrin Activation through Direct Binding to a Newly Identified Binding Site (Site 2) in Integrins αvβ3, α4β1, and α5β1*
Journal of Biological Chemistry · 2014
30
cited
ElectroTaxis-on-a-Chip (ETC): an integrated quantitative high-throughput screening platform for electrical field-directed cell migration.
Lab on a Chip · 2014
22
cited
BlendServe: Optimizing Offline Inference for Auto-regressive Large Models with Resource-aware Batching
arXiv.org · 2024
17
cited
Optimization of Electrical Stimulation for Safe and Effective Guidance of Human Cells
Bioelectricity · 2020
17
cited
Physiological electric fields induce directional migration of mammalian cranial neural crest cells.
Developmental Biology · 2020
17
cited
Extremely Low Frequency Magnetic Fields Do Not Induce DNA Damage in Human Lens Epithelial Cells In Vitro
The Anatomical Record · 2016
15
cited
Quantifying the impact of electric fields on single-cell motility
bioRxiv · 2021
14
cited
Electrically synchronizing and modulating the dynamics of ERK activation to regulate cell fate
iScience · 2021
12
cited
Electric field–guided collective motility initiation of large epidermal cell groups
Molecular Biology of the Cell · 2023
12
cited
Programmable delivery of fluoxetine via wearable bioelectronics for wound healing in vivo
bioRxiv · 2023
12
cited
Tactic: Adaptive Sparse Attention with Clustering and Distribution Fitting for Long-Context LLMs
arXiv.org · 2025
11
cited
cAMP and cGMP Play an Essential Role in Galvanotaxis of Cell Fragments
Journal of Cellular Physiology · 2016
10
cited
A machine learning based model accurately predicts cellular response to electric fields in multiple cell types
Scientific Reports · 2022
8
cited
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Kan Zhu | Researcher Profile | Sotabase | Sotabase