Haichuan Yang
12 papers · 2014–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (10)
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Taxonomy Completionist
(22)
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Conference Polyglot
(6)
π
Academic Marathon
(10)
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Century Club
(12)
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Trend Setter
ποΈ
Keyword Collector
(56)
Conferences
CVPR (4)
ICLR (2)
ICML (2)
NIPS (2)
ACL (1)
ECCV (1)
Top co-authors
Keywords
model compression
(4)
neural network compression
(2)
feature selection
(2)
combinatorial optimization
(1)
neural network pruning
(1)
compressed sensing
(1)
sparse learning
(1)
similarity search
(1)
low-rank approximation
(1)
group sparsity
(1)
secure computation
(1)
machine translation
(1)
network pruning
(1)
neural architecture search
(1)
neural network optimization
(1)
adversarial robustness
(1)
constrained optimization
(1)
energy efficiency
(1)
neural network architecture
(1)
dictionary learning
(1)
Papers
Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts
ACL 2024
CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference
NIPS 2023
DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks
ICML 2022
Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-Based Approach
CVPR 2020
GAN Slimming: All-in-One GAN Compression by A Unified Optimization Framework
ECCV 2020
Energy-Constrained Compression for Deep Neural Networks via Weighted Sparse Projection and Layer Input Masking
ICLR 2019
Model Compression with Adversarial Robustness: A Unified Optimization Framework
NIPS 2019
ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model
CVPR 2019
Marginal Policy Gradients: A Unified Family of Estimators for Bounded Action Spaces with Applications
ICLR 2019
On The Projection Operator to A Three-view Cardinality Constrained Set
ICML 2017
On Benefits of Selection Diversity via Bilevel Exclusive Sparsity
CVPR 2016
Adaptive Object Retrieval with Kernel Reconstructive Hashing
CVPR 2014