Zixuan Zhou
7 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🧬 Topic Evolution
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Applications
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
neural architecture search
(3)
large language model
(2)
ensemble learning
(1)
machine translation
(1)
vector quantization
(1)
language model
(1)
inference efficiency
(1)
prompt optimization
(1)
performance prediction
(1)
automated machine learning
(1)
parallel decoding
(1)
error analysis
(1)
gating network
(1)
parallel generation
(1)
translation evaluation
(1)
architecture encoding scheme
(1)
graph-based encoding
(1)
automated architecture design
(1)
encoding scheme
(1)
low fidelity
(1)
Papers
SCVQ: Sparse-Compensated Vector Quantization for Large Language Models
ACL 2026
An Evaluation Resource for Grounding Translation Errors
EMNLP 2025
Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation
ICLR 2024
Dynamic Ensemble of Low-Fidelity Experts: Mitigating NAS “Cold-Start”
AAAI 2023
CLOSE: Curriculum Learning on the Sharing Extent towards Better One-Shot NAS
ECCV 2022
TA-GATES: An Encoding Scheme for Neural Network Architectures
NeurIPS 2022
Evaluating Efficient Performance Estimators of Neural Architectures
NeurIPS 2021