Byung-gon Chun
13 papers · 2010–2023 · 7 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+9 more ↓ Show less ↑
🏃 Academic Marathon (13) 🌍 Conference Polyglot (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(7)
🏃
Academic Marathon
(13)
🏆
Keyword Champion
🗃️
Keyword Collector
(56)
📈
Trend Setter
💎
Century Club
(13)
🔥
Unstoppable
(6)
🚀
Conference Pioneer
Conferences
OSDI (4)
NIPS (3)
NSDI (2)
ACL (1)
EMNLP (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
deep learning framework
(3)
large language model
(2)
imperative programming
(2)
in-context learning
(2)
sparse polynomial regression
(1)
training optimization
(1)
context regularization
(1)
prompt generation
(1)
autoregressive generation
(1)
distributed training
(1)
sparse regression
(1)
execution time prediction
(1)
program performance
(1)
performance modeling
(1)
polynomial regression
(1)
program analysis
(1)
execution time
(1)
generative model
(1)
deep learning training
(1)
prompt engineering
(1)
Papers
Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning
ACL 2023
BPipe: Memory-Balanced Pipeline Parallelism for Training Large Language Models
ICML 2023
Meta-Learning of Prompt Generation for Lightweight Prompt Engineering on Language-Model-as-a-Service
EMNLP 2023
Orca: A Distributed Serving System for Transformer-Based Generative Models
OSDI 2022
SUMNAS: Supernet with Unbiased Meta-Features for Neural Architecture Search
ICLR 2022
Finding Consensus Bugs in Ethereum via Multi-transaction Differential Fuzzing
OSDI 2021
Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs
NIPS 2021
Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning
NIPS 2020
JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs
NSDI 2019
PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems
OSDI 2018
Making Sense of Performance in Data Analytics Frameworks
NSDI 2015
MegaPipe: A New Programming Interface for Scalable Network I/O
OSDI 2012
Predicting Execution Time of Computer Programs Using Sparse Polynomial Regression
NIPS 2010