Zongyue Qin
5 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Application Areas
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Optimization & Theory · Machine Learning
(2)
Computer Science
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Learning Types
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
hardware design
(2)
speculative decoding
(2)
high-level synthesis
(2)
efficient inference
(1)
energy efficiency
(1)
model inference
(1)
language model
(1)
mixture of expert
(1)
inference optimization
(1)
perplexity reduction
(1)
hierarchical memory
(1)
beam search
(1)
language model inference
(1)
field programmable gate array
(1)
long-context processing
(1)
beam sampling
(1)
transformer model
(1)
graph neural network
(1)
parallel verification
(1)
memory-augmented model
(1)
Papers
Dynamic-Width Speculative Beam Decoding for LLM Inference
AAAI 2025
Hierarchical Mixture of Experts: Generalizable Learning for High-Level Synthesis
AAAI 2025
HMT: Hierarchical Memory Transformer for Efficient Long Context Language Processing
NAACL 2025
Optimized Multi-Token Joint Decoding With Auxiliary Model for LLM Inference
ICLR 2025
Towards a Comprehensive Benchmark for High-Level Synthesis Targeted to FPGAs
NeurIPS 2023