Alvin Cheung
13 papers · 2016–2024 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (31) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Keyword Pioneer
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Trend Setter
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Prolific Year · Productive
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Century Club · Bronze
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Keyword Collector
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Top co-authors
Research topics
Machine Learning
(12)
Artificial Intelligence
(7)
Natural Language Processing
(7)
Core AI
(7)
Deep Learning
(6)
Learning Types · Machine Learning
(6)
Application Areas
(5)
Generation
(4)
Computer Science
(3)
Applications · Computer Science
(3)
Applications · Natural Language Processing
(3)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Techniques
(2)
Keywords
code generation
(4)
program synthesis
(4)
code transpilation
(2)
semantic parsing
(2)
large language model
(2)
abstract syntax tree
(2)
zero-shot generalization
(1)
sequence-to-sequence learning
(1)
sql generation
(1)
convolutional neural network
(1)
source code
(1)
training dynamics
(1)
adversarial training
(1)
memory optimization
(1)
user feedback
(1)
dynamic programming
(1)
layer freezing
(1)
latency reduction
(1)
sequence model
(1)
pretraining
(1)
Papers
ADELT: Transpilation between Deep Learning Frameworks
IJCAI 2024
AST-T5: Structure-Aware Pretraining for Code Generation and Understanding
ICML 2024
Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks
ICML 2024
Online Speculative Decoding
ICML 2024
SlimFit: Memory-Efficient Fine-Tuning of Transformer-based Models Using Training Dynamics
NAACL 2024
Verified Code Transpilation with LLMs
NeurIPS 2024
Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers
ACL 2023
GACT: Activation Compressed Training for Generic Network Architectures
ICML 2022
PlotCoder: Hierarchical Decoding for Synthesizing Visualization Code in Programmatic Context
ACL 2021
Learning Programmatic Idioms for Scalable Semantic Parsing
EMNLP 2019
Mapping Language to Code in Programmatic Context
EMNLP 2018
Learning a Neural Semantic Parser from User Feedback
ACL 2017
Summarizing Source Code using a Neural Attention Model
ACL 2016