Sitao Huang
4 papers · 2018–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Research topics
Keywords
large language model
(2)
model quantization
(1)
post-training quantization
(1)
sequence modeling
(1)
action recognition
(1)
attention mechanism
(1)
temporal reasoning
(1)
neural machine translation
(1)
video understanding
(1)
neural network optimization
(1)
outlier detection
(1)
hierarchical memory
(1)
phrase-based translation
(1)
product quantization
(1)
keyframe selection
(1)
position interpolation
(1)
model compression
(1)
local reordering
(1)
Papers
APEX-Q: Arbitrary-dimension Product-EXtension Quantization for Accelerated LLM Deployment (Student Abstract)
AAAI 2026
HARK: Hierarchical Agentic Retrieval with Keyframing for Video Understanding (Student Abstract)
AAAI 2026
Q-ROAR: Outlier-Aware Rescaling for RoPE Position Interpolation in Quantized Long-Context LLMs (Student Abstract)
AAAI 2026
Towards Neural Phrase-based Machine Translation
ICLR 2018