Shengyu Liu
5 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (12) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
OSDI (2)
EMNLP (1)
NAACL (1)
NSDI (1)
Top co-authors
Keywords
combinatorial optimization
(1)
model compression
(1)
transfer learning
(1)
attention mechanism
(1)
named entity recognition
(1)
graph representation
(1)
neural network optimization
(1)
model parallelism
(1)
reinforcement learning from human feedback
(1)
training optimization
(1)
dynamic programming
(1)
model pruning
(1)
kernel optimization
(1)
throughput optimization
(1)
layer-adaptive pruning
(1)
pre-trained language model
(1)
training throughput
(1)
gpu resource allocation
(1)
structured pruning
(1)
latency optimization
(1)
Papers
GAP: a Global Adaptive Pruning Method for Large Language Models
EMNLP 2025
Multi-Domain Ancient Chinese Named Entity Recognition Based on Attention-Enhanced Pre-trained Language Model
NAACL 2025
Optimizing RLHF Training for Large Language Models with Stage Fusion
NSDI 2025
Mirage: A Multi-Level Superoptimizer for Tensor Programs
OSDI 2025
DistServe: Disaggregating Prefill and Decoding for Goodput-optimized Large Language Model Serving
OSDI 2024