Yanqi Zhou
14 papers · 2017–2024 · 7 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (14) 🐣 Hot Topic Early Bird 🏃 Academic Marathon (7) 🌍 Conference Polyglot (7) 🌈 Renaissance Researcher (5)
🧭
Keyword Pioneer
🏃
Academic Marathon
(7)
🐣
Hot Topic Early Bird
🧬
Topic Evolution
👥
Mega-Team
(27)
🏆
Keyword Champion
(3)
🗃️
Keyword Collector
(58)
⚡
Prolific Year
(6)
💎
Century Club
(14)
🔥
Unstoppable
(5)
📈
Trend Setter
❓
The Questioner
Conferences
NIPS (6)
ICML (3)
EMNLP (1)
ICCV (1)
ICLR (1)
JMLR (1)
WACV (1)
Top co-authors
Keywords
model compression
(3)
mixture of expert
(3)
sparse activation
(3)
transformer architecture
(2)
neural network
(2)
neural architecture search
(2)
transfer learning
(2)
language model
(2)
graph neural network
(2)
few-shot learning
(2)
multi-task learning
(1)
speech synthesis
(1)
conditional computation
(1)
efficient computing
(1)
vision transformer
(1)
knowledge distillation
(1)
distribution shift
(1)
knowledge transfer
(1)
catastrophic forgetting
(1)
parameter-efficient transfer learning
(1)
Papers
Mixture-of-Experts Meets Instruction Tuning: A Winning Combination for Large Language Models
ICLR 2024
Toward Edge-Efficient Dense Predictions With Synergistic Multi-Task Neural Architecture Search
WACV 2023
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference
NIPS 2023
Learning Large Graph Property Prediction via Graph Segment Training
NIPS 2023
TripLe: Revisiting Pretrained Model Reuse and Progressive Learning for Efficient Vision Transformer Scaling and Searching
ICCV 2023
Lifelong Language Pretraining with Distribution-Specialized Experts
ICML 2023
Brainformers: Trading Simplicity for Efficiency
ICML 2023
Mixture-of-Experts with Expert Choice Routing
NIPS 2022
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts
ICML 2022
Do Transformer Modifications Transfer Across Implementations and Applications?
EMNLP 2021
Transferable Graph Optimizers for ML Compilers
NIPS 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
JMLR 2020
Neural Voice Cloning with a Few Samples
NIPS 2018
Deep Voice 2: Multi-Speaker Neural Text-to-Speech
NIPS 2017