DSpace at KOASAS
College of Engineering(공과대학)School of Electrical Engineering(전기및전자공학부)

EE-Conference Papers(학술회의논문)

Search for

Recent Items

rss_1.0 rss_2.0 atom_1.0

Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 24012

1
Smart ECU: Scalable On-Vehicle Deployment of Drivetrain Fault Classification Systems for Commercial Electric Vehicles

Kim, Jaeho; Park, Kwangryeol; Lee, Kyu Hwan; Oh, Jeongmin; Park, Dongjin; Oh, Hyunseok; Chung, Youngrock; et al, CIKM '25: The 34th ACM International Conference on Information and Knowledge Management, pp.5772 - 5779, ACM, 2025-11-10

2
Position: The AI Conference Peer Review Crisis Demands Author Feedback and Reviewer Rewards

Kim, Jaeho; Lee, Yunseok; Lee, Seulki, Forty-Second International Conference on Machine Learning (ICML 2025), International Machine Learning Society (IMLS), 2025-07-15

3
TransPL: VQ-Code Transition Matrices for Pseudo-Labeling of Time Series Unsupervised Domain Adaptation

Kim, Jaeho; Lee, Seulki, Forty-Second International Conference on Machine Learning (ICML 2025), pp.30462 - 30479, International Machine Learning Society (IMLS), 2025-07-15

4
Fast and scalable in-memory deep multitask learning via neural weight virtualization

Lee, Seulki; Nirjon, Shahriar, 18th ACM International Conference on Mobile Systems, Applications, and Services, MobiSys 2020, pp.175 - 190, Association for Computing Machinery, Inc, 2020-06-17

5
Time-Aware Deep Intelligence on Batteryless Systems

Islam, Bashima; Lee, Seulki; Nirjon, Shahriar, IEEE Real-Time and Embedded Technology and Applications Symposium, Institute of Electrical and Electronics Engineers, 2019-04-16

6
Learning in the Wild: When, How, and What to Learn for On-Device Dataset Adaptation

Lee, Seulki; Nirjon, Shahriar, 2nd International Workshop on Challenges in Artificial Intelligence and Machine Learning for Internet of Things, AIChallengeIoT 2020, held in conjunction with ACM SenSys 2020, pp.34 - 40, Association for Computing Machinery, Inc, 2020-11-16

7
PPT: PATCH ORDER DO MATTERS IN TIME SERIES PRETEXT TASK

Kim, Jaeho; Park, Kwangryeol; Yun, Sukmin; Lee, Seulki, 13th International Conference on Learning Representations, ICLR 2025, pp.13940 - 13972, International Conference on Learning Representations, ICLR, 2025-04-25

8
Knowledge Transfer Between Embedded Controllers

Lee, Seulki; Nirjon, Shahriar, 14th Annual International Conference on Distributed Computing in Sensor Systems (DCOSS), pp.61 - 68, IEEE, 2018-06-18

9
SubFlow: A Dynamic Induced-Subgraph Strategy Toward Real-Time DNN Inference and Training

Lee, Seulki; Nirjon, Shahriar, 26th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), pp.15 - 29, IEEE COMPUTER SOC, 2020-04-21

10
Neuro.ZERO: A Zero-Energy Neural Network Accelerator for Embedded Sensing and Inference Systems

Lee, Seulki; Nirjon, Shahriar, 17th ACM Conference on Embedded Networked Sensor Systems (SenSys), pp.138 - 152, ASSOC COMPUTING MACHINERY, 2019-11-11

11
On-Device Training from Sensor Data on Batteryless Platforms

Islam, Bahsima; Luo, Yubo; Lee, Seulki; Nirjon, Shahriar, 18th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), pp.325 - 326, ASSOC COMPUTING MACHINERY, 2019-04-16

12
Weight Separation for Memory-Efficient and Accurate Deep Multitask Learning

Lee, Seulki; Nirjon, Shahriar, 20th IEEE International Conference on Pervasive Computing and Communications (IEEE PerCom), pp.13 - 22, IEEE, 2022-03-22

13
Deep Functional Network (DFN): Functional Interpretation of Deep Neural Networks for Intelligent Sensing Systems

Lee, Seulki; Nirjon, Shahriar, 20th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), pp.191 - 206, ASSOC COMPUTING MACHINERY, 2021-05-20

14
Softmax Output Approximation for Activation Memory-Efficient Training of Attention-based Networks

Lee, Changhyeon; Lee, Seulki, 37th Conference on Neural Information Processing Systems (NeurIPS), NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), 2023-12-14

15
On-NAS: On-Device Neural Architecture Search on Memory-Constrained Intelligent Embedded Systems

Kim, Bosung; Lee, Seulki, 21st ACM Conference on Embedded Networked Sensor Systems (SenSys), pp.152 - 166, ASSOC COMPUTING MACHINERY, 2023-11-14

16
MicroDeblur: Image Motion Deblurring on Microcontroller-based Vision Systems

Lee, Seulki, 22nd ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), pp.233 - 246, ASSOC COMPUTING MACHINERY, 2023-05-12

17
On-Demand Federated Learning for Arbitrary Target Class Distributions

Jeong, Isu; Lee, Seulki, 27th International Conference on Artificial Intelligence and Statistics (AISTATS), JMLR-JOURNAL MACHINE LEARNING RESEARCH, 2024-05-03

18
CAFO: Feature-Centric Explanation on Time Series Classification

Kim, Jaeho; Hahn, Seok-Ju; Hwang, Yoontae; Lee, Junghye; Lee, Seulki, 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp.1372 - 1382, ASSOC COMPUTING MACHINERY, 2024-08-28

19
Designing Extremely Memory-Efficient CNNs for On-Device Vision Tasks

Lee, Jaewook; Park, Yoel; Lee, Seulki, 17th Asian Conference on Computer Vision-ACCV-Biennial, pp.419 - 435, SPRINGER-VERLAG SINGAPORE PTE LTD, 2024-12-11

20
SMMF: Square-Matricized Momentum Factorization for Memory-Efficient Optimization

Park, Kwangryeol; Lee, Seulki, 39th AAAI Conference on Artificial Intelligence, pp.19848 - 19856, ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE, 2025-03-01

Discover

rss_1.0 rss_2.0 atom_1.0