Wonyong Sung
14 papers · 2016–2024 · 8 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (8) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (8) π Cross-Pollinator (12)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(25)
π
Interdisciplinary Bridge
π
Grand Slam
π±
Topic Pioneer
π§¬
Topic Evolution
π
Century Club
(14)
ποΈ
Keyword Collector
(62)
π₯
Unstoppable
(5)
Conferences
INTERSPEECH (4)
NIPS (3)
AAAI (2)
ACL (1)
EACL (1)
EMNLP (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
model compression
(5)
recurrent neural network
(3)
knowledge distillation
(3)
speech recognition
(3)
connectionist temporal classification
(3)
neural network optimization
(2)
model quantization
(2)
automatic speech recognition
(2)
neural network quantization
(2)
activation quantization
(2)
language model
(2)
weight quantization
(2)
ensemble learning
(1)
language modeling
(1)
neural machine translation
(1)
online learning
(1)
phoneme classification
(1)
singular value decomposition
(1)
matrix factorization
(1)
acoustic modeling
(1)
Papers
RA-LoRA: Rank-Adaptive Parameter-Efficient Fine-Tuning for Accurate 2-bit Quantized Large Language Models
ACL 2024
Enhancing Computation Efficiency in Large Language Models through Weight and Activation Quantization
EMNLP 2023
Token-Scaled Logit Distillation for Ternary Weight Generative Language Models
NIPS 2023
Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers
EACL 2023
Similarity and Content-based Phonetic Self Attention for Speech Recognition
INTERSPEECH 2022
Understanding the Role of Self Attention for Efficient Speech Recognition
ICLR 2022
Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks
AAAI 2021
HLHLp: Quantized Neural Networks Training for Reaching Flat Minima in Loss Surface
AAAI 2020
Effect of Adding Positional Information on Convolutional Neural Networks for End-to-End Speech Recognition
INTERSPEECH 2020
Character-level Language Modeling with Gated Hierarchical Recurrent Neural Networks
INTERSPEECH 2018
Hierarchical Recurrent Neural Networks for Acoustic Modeling
INTERSPEECH 2018
Fully Neural Network Based Speech Recognition on Mobile and Embedded Devices
NIPS 2018
SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks
NIPS 2017
Sequence to Sequence Training of CTC-RNNs with Partial Windowing
ICML 2016