Jongjin Kim
4 papers · 2025–2026 · 4 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
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Taxonomy Completionist
(10)
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Research topics
Keywords
model compression
(3)
knowledge distillation
(2)
large language model
(2)
vision transformer
(1)
parameter sharing
(1)
parameter tuning
(1)
soft label
(1)
latency reduction
(1)
inference acceleration
(1)
mixed-precision quantization
(1)
model acceleration
(1)
class activation map
(1)
sublayer pruning
(1)
bit allocation
(1)
similarity-based grouping
(1)
zero-shot quantization
(1)
layer-wise quantization
(1)
vector-based tuning
(1)
model quantization
(1)
zero-shot learning
(1)
Papers
LampQ: Towards Accurate Layer-wise Mixed Precision Quantization for Vision Transformers
AAAI 2026
SharVeT: Similarity-aware Parameter Sharing with Vector-based Tuning for Efficient LLM Compression
ACL 2026
Accurate Sublayer Pruning for Large Language Models by Exploiting Latency and Tunability Information
IJCAI 2025
SynQ: Accurate Zero-shot Quantization by Synthesis-aware Fine-tuning
ICLR 2025