Xipeng Shen
8 papers · 2015–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver π Academic Marathon Β· Half π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (20)
π
Grand Slam
π
Keyword Champion
π₯
Unstoppable Β· Bronze
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(4)
Deep Learning
(4)
Architectures
(4)
Optimization & Theory Β· Deep Learning
(4)
Application Areas
(3)
Core AI
(3)
Optimization & Theory Β· Machine Learning
(3)
Techniques
(2)
Computer Science
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Applications Β· Computer Science
(1)
Applications Β· Data Science & Analytics
(1)
Keywords
model compression
(4)
efficient computing
(3)
convolutional neural network
(2)
neural network optimization
(2)
domain adaptation
(1)
k-means clustering
(1)
deep reinforcement learning
(1)
code generation
(1)
model selection
(1)
uncertainty quantification
(1)
probabilistic model
(1)
computational efficiency
(1)
fault tolerance
(1)
structured sparsity
(1)
iterative learning
(1)
hyperparameter optimization
(1)
neural network pruning
(1)
error correction code
(1)
inference optimization
(1)
neural network quantization
(1)
Papers
A Drop-In Solution for On-the-Fly Adaptation of Speculative Decoding in Large Language Models
ACL 2025
UQ-Guided Hyperparameter Optimization for Iterative Learners
NeurIPS 2024
Co-evolving data-driven and NLU-driven Synthesizers for Generating Code in Domain Growth and Data Scarcity
EMNLP 2023
TREC: Transient Redundancy Elimination-based Convolution
NeurIPS 2022
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices
AAAI 2021
Simple Augmentation Goes a Long Way: ADRL for DNN Quantization
ICLR 2021
In-Place Zero-Space Memory Protection for CNN
NeurIPS 2019
Yinyang K-Means: A Drop-In Replacement of the Classic K-Means with Consistent Speedup
ICML 2015