Shengjie Sun
5 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(4)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
ICML (2)
ACL (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
large language model
(2)
model compression
(2)
preference learning
(1)
knowledge distillation
(1)
model pruning
(1)
bayesian optimization
(1)
reward learning
(1)
human feedback
(1)
vision-language model
(1)
preference-based reinforcement learning
(1)
vision-language preference learning
(1)
embodied manipulation
(1)
language-conditioned preference
(1)
layer sparsity
(1)
activation correlation
(1)
reinforcement learning
(1)
Papers
BayesKD: Bayesian Knowledge Distillation for Compact LLMs in Constrained Fine-tuning Scenarios
ACL 2025
VLP: Vision-Language Preference Learning for Embodied Manipulation
EMNLP 2025
Delta Decompression for MoE-based LLMs Compression
ICML 2025
MoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition
ICML 2025
Adaptive Layer Sparsity for Large Language Models via Activation Correlation Assessment
NIPS 2024