Hongbo Deng
5 papers · 2012–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (10) π Cross-Pollinator (9)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
IJCAI (2)
NIPS (2)
COLING (1)
Top co-authors
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
NIPS 2022
GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Models
NIPS 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