Nguyen-Khang Le
5 papers · 2025–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ACL (2)
AAAI (1)
AACL (1)
IJCNLP (1)
Keywords
speculative decoding
(3)
model acceleration
(2)
large language model
(2)
multilingual nlp
(1)
multilingual processing
(1)
network pruning
(1)
efficient computing
(1)
perplexity evaluation
(1)
low-resource language
(1)
language model
(1)
inference optimization
(1)
weight quantization
(1)
language model compression
(1)
vocabulary adaptation
(1)
language-aware training
(1)
device-aware calibration
(1)
confidence score estimation
(1)
model compression
(1)
tree expansion
(1)
neural network pruning
(1)
Papers
AdaSpec: Adaptive Multilingual Speculative Decoding with Self-Synthesized Language-Aware Training and Vocabulary Simplification
AAAI 2026
UniSpec: Training-Free Speculative Decoding for Robust LLM Acceleration Across Languages and Hardware
ACL 2026
LangCompress: Language-Aware Compression of Large Language Models
AACL 2025
SPECTRA: Faster Large Language Model Inference with Optimized Internal and External Speculation
ACL 2025
LangCompress: Language-Aware Compression of Large Language Models
IJCNLP 2025