Liping Zhang
6 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
👥
Mega-Team · Squad
Top co-authors
Research topics
Keywords
gpu scheduling
(2)
dimensionality reduction
(1)
spectral clustering
(1)
tensor decomposition
(1)
model serving
(1)
resource allocation
(1)
online prediction
(1)
tensor factorization
(1)
unsupervised feature selection
(1)
distributed training
(1)
tensor tucker decomposition
(1)
streaming data
(1)
straggler mitigation
(1)
pipeline parallelism
(1)
heterogeneous computing
(1)
head-of-line blocking
(1)
cluster management
(1)
gpu utilization
(1)
queueing delay
(1)
cluster scheduling
(1)
Papers
Attack of the Bubbles: Straggler-Resilient Pipeline Parallelism for Large Model Training
NSDI 2026
Heterogeneity at Hyperscale: Characterization and Scheduling of Large Production AI Clusters at Alibaba (Operational Systems)
OSDI 2026
Unsupervised Feature Selection via Nonnegative Orthogonal Constrained Regularized Minimization
JMLR 2026
Efficient Online Prediction for High-Dimensional Time Series via Joint Tensor Tucker Decomposition
JMLR 2025
GPU-Disaggregated Serving for Deep Learning Recommendation Models at Scale
NSDI 2025
MLaaS in the Wild: Workload Analysis and Scheduling in Large-Scale Heterogeneous GPU Clusters
NSDI 2022