Bowen Shen
7 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(21)
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Hot Topic Early Bird
🔥
Unstoppable · Bronze
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Research topics
Artificial Intelligence
(7)
Machine Learning
(7)
Core AI
(7)
Deep Learning
(6)
Application Areas
(5)
Optimization & Theory · Deep Learning
(4)
Architectures
(3)
Learning Types · Deep Learning
(3)
Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Techniques
(2)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
model compression
(5)
large language model
(3)
pre-trained language model
(2)
knowledge distillation
(2)
mixture of expert
(2)
parameter efficiency
(2)
efficient computing
(1)
parameter efficient
(1)
low-rank approximation
(1)
model pruning
(1)
backdoor attack
(1)
memory efficiency
(1)
adversarial defense
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
low-rank architecture
(1)
feed-forward network
(1)
inference optimization
(1)
model reconstruction
(1)
inference efficiency
(1)
Papers
SecMoE: Communication-Efficient Secure MoE Inference via Select-Then-Compute
AAAI 2026
DIVE into MoE: Diversity-Enhanced Reconstruction of Large Language Models from Dense into Mixture-of-Experts
ACL 2025
TailorKV: A Hybrid Framework for Long-Context Inference via Tailored KV Cache Optimization
ACL 2025
Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning
ACL 2024
Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activations
ACL 2024
Maximum Entropy Loss, the Silver Bullet Targeting Backdoor Attacks in Pre-trained Language Models
ACL 2023
COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models
EMNLP 2022