Shengjie Sun
5 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Keywords
parameter reduction
(2)
large language model
(2)
singular value decomposition
(2)
model compression
(2)
model pruning
(1)
low-rank matrices
(1)
fisher information matrix
(1)
bayesian optimization
(1)
reward learning
(1)
human feedback
(1)
mixture of expert
(1)
vision-language model
(1)
preference-based reinforcement learning
(1)
inference speed
(1)
structured pruning
(1)
vision-language preference learning
(1)
embodied manipulation
(1)
language-conditioned preference
(1)
layer sparsity
(1)
activation correlation
(1)
Papers
BayesKD: Bayesian Knowledge Distillation for Compact LLMs in Constrained Fine-tuning Scenarios
ACL 2025
Delta Decompression for MoE-based LLMs Compression
ICML 2025
MoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition
ICML 2025
VLP: Vision-Language Preference Learning for Embodied Manipulation
EMNLP 2025
Adaptive Layer Sparsity for Large Language Models via Activation Correlation Assessment
NeurIPS 2024