Bowen Shen
7 papers · 2022–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π§ Keyword Pioneer π Conference Polyglot (2) π Interdisciplinary Bridge π£ Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(22)
π₯
Unstoppable
(5)
Conferences
ACL (5)
AAAI (1)
EMNLP (1)
Top co-authors
Keywords
model compression
(5)
large language model
(3)
knowledge distillation
(2)
mixture of expert
(2)
parameter efficiency
(2)
efficient computing
(1)
neural network optimization
(1)
maximum entropy
(1)
backdoor attack
(1)
inference efficiency
(1)
memory efficiency
(1)
adversarial defense
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
model pruning
(1)
model reconstruction
(1)
inference optimization
(1)
low-rank approximation
(1)
feed-forward network
(1)
parameter efficient
(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