Honguk Woo

Orcid: 0000-0001-6948-3440

According to our database1, Honguk Woo authored at least 66 papers between 2000 and 2024.

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Bibliography

2024
Pareto Inverse Reinforcement Learning for Diverse Expert Policy Generation.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Offline Policy Learning via Skill-step Abstraction for Long-horizon Goal-Conditioned Tasks.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Embodied CoT Distillation From LLM To Off-the-shelf Agents.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

LLM-Based Offline Learning for Embodied Agents via Consistency-Guided Reward Ensemble.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Model Adaptation for Time Constrained Embodied Control.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Semantic Skill Grounding for Embodied Instruction-Following in Cross-Domain Environments.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Risk-Conditioned Reinforcement Learning: A Generalized Approach for Adapting to Varying Risk Measures.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

SemTra: A Semantic Skill Translator for Cross-Domain Zero-Shot Policy Adaptation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Robust Policy Learning via Offline Skill Diffusion.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
A Configurable Model-Based Reinforcement Learning Framework for Disaggregated Storage Systems.
IEEE Access, 2023

Efficient Policy Adaptation with Contrastive Prompt Ensemble for Embodied Agents.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

One-shot Imitation in a Non-Stationary Environment via Multi-Modal Skill.
Proceedings of the International Conference on Machine Learning, 2023

2022
Toward an Effective Bug Triage System Using Transformers to Add New Developers.
J. Sensors, 2022

A Graph Convolution Network-Based Bug Triage System to Learn Heterogeneous Graph Representation of Bug Reports.
IEEE Access, 2022

Skills Regularized Task Decomposition for Multi-task Offline Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Reinforcement Learning based Load Balancing in a Distributed Heterogeneous Storage System.
Proceedings of the International Conference on Information Networking, 2022

Mean-variance Based Risk-sensitive Reinforcement Learning with Interpretable Attention.
Proceedings of the ICMVA 2022: The 5th International Conference on Machine Vision and Applications, Singapore, February 18, 2022

Transfer Learning based Precise Pose Estimation with Insufficient Data.
Proceedings of the ICMVA 2022: The 5th International Conference on Machine Vision and Applications, Singapore, February 18, 2022

Iterative Pruning-based Model Compression for Pose Estimation on Resource-constrained Devices.
Proceedings of the ICMVA 2022: The 5th International Conference on Machine Vision and Applications, Singapore, February 18, 2022

Integrating A Deep Learning-based Plane Detector in Mobile AR Systems for Improvement of Plane Detection.
Proceedings of the ICCAI '22: 8th International Conference on Computing and Artificial Intelligence, Tianjin, China, March 18, 2022

Structure Learning-Based Task Decomposition for Reinforcement Learning in Non-stationary Environments.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

An Efficient Combinatorial Optimization Model Using Learning-to-Rank Distillation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Gemma: Reinforcement Learning-Based Graph Embedding and Mapping for Virtual Network Applications.
IEEE Access, 2021

Efficient User-Level Multi-Path Utilization in RDMA Networks.
IEEE Access, 2021

Repot: Transferable Reinforcement Learning for Quality-Centric Networked Monitoring in Various Environments.
IEEE Access, 2021

A Global DAG Task Scheduler Using Deep Reinforcement Learning and Graph Convolution Network.
IEEE Access, 2021

Differentiable Ranking Metric Using Relaxed Sorting for Top-K Recommendation.
IEEE Access, 2021

ML for RT: Priority Assignment Using Machine Learning.
Proceedings of the 27th IEEE Real-Time and Embedded Technology and Applications Symposium, 2021

GPU-Ether: GPU-native Packet I/O for GPU Applications on Commodity Ethernet.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

2020
Fixed Priority Global Scheduling from a Deep Learning Perspective.
CoRR, 2020

A Differentiable Ranking Metric Using Relaxed Sorting Opeartion for Top-K Recommender Systems.
CoRR, 2020

Applying Convolutional Neural Networks With Different Word Representation Techniques to Recommend Bug Fixers.
IEEE Access, 2020

rocorl: Transferable Reinforcement Learning-Based Robust Control for Cyber-Physical Systems With Limited Data Updates.
IEEE Access, 2020

Panda: Reinforcement Learning-Based Priority Assignment for Multi-Processor Real-Time Scheduling.
IEEE Access, 2020

Continual Prediction of Bug-Fix Time Using Deep Learning-Based Activity Stream Embedding.
IEEE Access, 2020

Room-area Adhoc G roup Management for Timely Coordination of Voice-enabled Consumer Devices.
Proceedings of the 2020 IEEE International Conference on Consumer Electronics (ICCE), 2020

2019
Event-Triggered Ephemeral Group Communication and Coordination over Sound for Smart Consumer Devices.
Sensors, 2019

Resource-Efficient Sensor Data Management for Autonomous Systems Using Deep Reinforcement Learning.
Sensors, 2019

SCARL: Attentive Reinforcement Learning-Based Scheduling in a Multi-Resource Heterogeneous Cluster.
IEEE Access, 2019

Deep Reinforcement Learning Based Sensor Data Management for Vehicles.
Proceedings of the 33rd International Conference on Information Networking, 2019

2017
A Revisit to Web Browsing on Wearable Devices.
Proceedings of the 13th International Conference on Web Information Systems and Technologies, 2017

A fast browsing model for web contents on wearable devices.
Proceedings of the IEEE International Conference on Consumer Electronics, 2017

2016
Quality Measurement of Push Services for Smart Devices.
Wirel. Pers. Commun., 2016

Embedding physical objects in web apps on consumer devices.
Proceedings of the IEEE International Conference on Consumer Electronics, 2016

Named data networking for infrastructure wireless networks.
Proceedings of the IEEE International Conference on Consumer Electronics, 2016

A configurable web browser for heterogeneous consumer devices.
Proceedings of the IEEE International Conference on Consumer Electronics, 2016

NDN-Based Pub/Sub System for Scalable IoT Cloud.
Proceedings of the 2016 IEEE International Conference on Cloud Computing Technology and Science, 2016

2014
Buffering in proxy mobile IPv6: implementation and analysis.
J. Supercomput., 2014

A Virtualized, Programmable Content Delivery Network.
Proceedings of the 2nd IEEE International Conference on Mobile Cloud Computing, 2014

Global-Scale Event Dissemination on Mobile Social Channeling Platform.
Proceedings of the 2nd IEEE International Conference on Mobile Cloud Computing, 2014

The resource optimization of heterogeneous network interfaces in wireless mobile devices.
Proceedings of the IEEE International Conference on Communications, 2014

2013
Enhanced cooperative communication MAC for mobile wireless networks.
Comput. Networks, 2013

GreenBag: Energy-Efficient Bandwidth Aggregation for Real-Time Streaming in Heterogeneous Mobile Wireless Networks.
Proceedings of the IEEE 34th Real-Time Systems Symposium, 2013

A large scale presence network for pervasive social computing.
Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications Workshops, 2013

2010
The identification, implementation, and evaluation of critical user interface design features of computer-assisted instruction programs in mathematics for students with learning disabilities.
Comput. Educ., 2010

2008
A hybrid framework for resource verification in executable model-based embedded system development.
SIGBED Rev., 2008

Incorporating Resource Safety Verification to Executable Model-based Development for Embedded Systems.
Proceedings of the 14th IEEE Real-Time and Embedded Technology and Applications Symposium, 2008

Design and Development Methodology for Resilient Cyber-Physical Systems.
Proceedings of the 28th IEEE International Conference on Distributed Computing Systems Workshops (ICDCS 2008 Workshops), 2008

2007
Real-Time Monitoring of Uncertain Data Streams Using Probabilistic Similarity.
Proceedings of the 28th IEEE Real-Time Systems Symposium (RTSS 2007), 2007

2006
A Generic Framework for Monitoring Timing Constraints over Uncertain Events.
Proceedings of the 27th IEEE Real-Time Systems Symposium (RTSS 2006), 2006

Probabilistic Timing Join over Uncertain Event Streams.
Proceedings of the 12th IEEE Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA 2006), 2006

2004
Specifying Timing Constraints and Composite Events: An Application in the Design of Electronic Brokerages.
IEEE Trans. Software Eng., 2004

2002
Middle-tier database caching for e-business.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

DBCache: database caching for web application servers.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

The Monitoring of Timing Constraints on Time Intervals.
Proceedings of the 23rd IEEE Real-Time Systems Symposium (RTSS'02), 2002

2000
Implementation and Performance Evaluation of a Real-Time E-Brokerage System.
Proceedings of the 21st IEEE Real-Time Systems Symposium (RTSS 2000), 2000


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