Hongbo Deng
5 papers · 2012–2022 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Deep Learning
(2)
Core AI
(2)
Learning Paradigms
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Applications
(1)
Core Methods
(1)
Methods
(1)
Keywords
model compression
(1)
knowledge distillation
(1)
bert compression
(1)
gradient aggregation
(1)
neural architecture search
(1)
efficient computing
(1)
model-based reinforcement learning
(1)
distributed training
(1)
parameter server
(1)
asynchronous training
(1)
parameter generation
(1)
recommender system
(1)
cold-start problem
(1)
interactive search
(1)
personalized simulator
(1)
offline training
(1)
sequential decision problem
(1)
differentiable architecture search
(1)
click-through rate prediction
(1)
recommendation model
(1)
Papers
APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction
NeurIPS 2022
GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Models
NeurIPS 2022
AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search
IJCAI 2020
Building Personalized Simulator for Interactive Search
IJCAI 2019
Tweet Ranking Based on Heterogeneous Networks
COLING 2012