Xipeng Shen
8 papers · 2015–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (10) π Conference Polyglot (6) π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (20)
π
Interdisciplinary Bridge
π
Conference Polyglot
(6)
πΊοΈ
Taxonomy Completionist
(20)
π§¬
Topic Evolution
π
Grand Slam
π
Keyword Champion
π₯
Unstoppable
(5)
Conferences
NIPS (3)
AAAI (1)
ACL (1)
EMNLP (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
efficient computing
(3)
model compression
(3)
neural network optimization
(2)
convolutional neural network
(2)
k-means clustering
(1)
hyperparameter optimization
(1)
uncertainty quantification
(1)
code generation
(1)
computational efficiency
(1)
fault tolerance
(1)
structured sparsity
(1)
iterative learning
(1)
probabilistic model
(1)
error correction code
(1)
inference optimization
(1)
weight pruning
(1)
real-time inference
(1)
speculative decoding
(1)
draft model
(1)
inference speed
(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
NIPS 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
NIPS 2022
Simple Augmentation Goes a Long Way: ADRL for DNN Quantization
ICLR 2021
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices
AAAI 2021
In-Place Zero-Space Memory Protection for CNN
NIPS 2019
Yinyang K-Means: A Drop-In Replacement of the Classic K-Means with Consistent Speedup
ICML 2015