Sungjin Lee

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 155

Top Venues

CoRR

ICCE

Sensors

IEEE Comput. Archit. Lett.

Publications

Suhyun Jung, Woomin Jun, Taegeun Oh, Sungjin Lee
Performance Analysis of Motion Planning for Outdoor Autonomous Delivery Robot. ICCE (2024)
Inhoo Hur, Sungjin Lee
Handover and Radio Link Performance Analysis on Standalone Non-Orthogonal Multiple Access (NOMA) Environment. ICCE (2024)
Jisang Yoo, Woomin Jun, Sungjin Lee
Performance Enhancement using Data Augmentation of Depth Estimation for Autonomous Driving. ICCE (2024)
Woomin Jun, Jisang Yoo, Sungjin Lee
Synthetic Data Enhancement and Network Compression Technology of Monocular Depth Estimation for Real-Time Autonomous Driving System. Sensors 24 (13) (2024)
Woomin Jun, Minjun Son, Sungjin Lee
Performance Analysis and Enhancement of Multi-Task Learning for Autonomous Driving. ICCE (2024)
Youngjae Cheong, Woomin Jun, Sungjin Lee
Performance Enhancement Using Data Augmentation of Point Cloud Based 3D Object Detection for Autonomous Driving. ICCE (2024)
Kiet Tuan Pham, Seokjoo Cho, Sangjin Lee, Lan Anh Nguyen, Hyeongi Yeo, Ipoom Jeong, Sungjin Lee, Nam Sung Kim, Yongseok Son
ScaleCache: A Scalable Page Cache for Multiple Solid-State Drives. EuroSys (2024)
Minjun Son, Woomin Jun, Sungjin Lee
Autonomous Diagnosis System of Breast Cancer. ICCE (2024)
Deawon Kwak, Jiwoo Choi, Sungjin Lee
Rethinking Breast Cancer Diagnosis through Deep Learning Based Image Recognition. Sensors 23 (4) (2023)
Ke Bai, Guoyin Wang, Jiwei Li, Sunghyun Park, Sungjin Lee, Puyang Xu, Ricardo Henao, Lawrence Carin
Open World Classification with Adaptive Negative Samples. CoRR (2023)
Eunji Lee, Seo Yeon Lee, Hyeon Kwon, Sungjin Lee, Gi Bum Kim
Identification of data wiping tools based on deletion patterns in ReFS $Logfile. Forensic Sci. Int. Digit. Investig. 46 (Supplement) (2023)
Ting-Wei Wu, Fatemeh Sheikholeslami, Mohammad Kachuee, Jaeyoung Do, Sungjin Lee
Data Augmentation for Improving Tail-traffic Robustness in Skill-routing for Dialogue Systems. CoRR (2023)
Shao-Peng Yang, Minjae Kim, Sanghyun Nam, Juhyung Park, Jin-Yong Choi, Eyee Hyun Nam, Eunji Lee, Sungjin Lee, Bryan S. Kim
Overcoming the Memory Wall with CXL-Enabled SSDs. USENIX Annual Technical Conference (2023)
Sungjin Lee, Ahyoung Lee, Min Hong
Cardiac CT Image Segmentation for Deep Learning-Based Coronary Calcium Detection Using K-Means Clustering and Grabcut Algorithm. Comput. Syst. Sci. Eng. 46 (2) (2023)
Woomin Jun, Minjun Son, Jisang Yoo, Sungjin Lee
Optimal Configuration of Multi-Task Learning for Autonomous Driving. Sensors 23 (24) (2023)
Taehee Jung, Joo-Kyung Kim, Sungjin Lee, Dongyeop Kang
Cluster-Guided Label Generation in Extreme Multi-Label Classification. CoRR (2023)
Jungbeom Lee, Sungjin Lee, Jinseok Nam, Seunghak Yu, Jaeyoung Do, Tara Taghavi
Weakly Supervised Referring Image Segmentation with Intra-Chunk and Inter-Chunk Consistency. ICCV (2023)
Yen Ting Lin, Alexandros Papangelis, Seokhwan Kim, Sungjin Lee, Devamanyu Hazarika, Mahdi Namazifar, Di Jin, Yang Liu, Dilek Hakkani-Tur
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information. EACL (2023)
Taehee Jung, Joo-Kyung Kim, Sungjin Lee, Dongyeop Kang
Cluster-Guided Label Generation in Extreme Multi-Label Classification. EACL (2023)
Di Jin, Shikib Mehri, Devamanyu Hazarika, Aishwarya Padmakumar, Sungjin Lee, Yang Liu, Mahdi Namazifar
Data-Efficient Alignment of Large Language Models with Human Feedback Through Natural Language. CoRR (2023)
Jisoo Mok, Jaeyoung Do, Sungjin Lee, Tara Taghavi, Seunghak Yu, Sungroh Yoon
Large-scale Lifelong Learning of In-context Instructions and How to Tackle It. ACL (1) (2023)
Mohammad Kachuee, Sungjin Lee
Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems. ACL (industry) (2023)
Jisang Yoo, Minsu Park, Donggeon Choi, Minjun Son, Sungjin Lee
Real-Time Lane Detection for Korean Road at Night time in Autonomous Driving. ICCE (2023)
Yen-Ting Lin, Alexandros Papangelis, Seokhwan Kim, Sungjin Lee, Devamanyu Hazarika, Mahdi Namazifar, Di Jin, Yang Liu, Dilek Hakkani-Tur
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information. CoRR (2023)
Siwon Kim, Jinoh Oh, Sungjin Lee, Seunghak Yu, Jaeyoung Do, Tara Taghavi
Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space. CVPR (2023)
Mohammad Kachuee, Sungjin Lee
Constrained Policy Optimization for Controlled Contextual Bandit Exploration. AISafety@IJCAI (2022)
Jisung Park, Jeonggyun Kim, Yeseong Kim, Sungjin Lee, Onur Mutlu
DeepSketch: A New Machine Learning-Based Reference Search Technique for Post-Deduplication Delta Compression. FAST (2022)
Baber Khalid, Sungjin Lee
Explaining Dialogue Evaluation Metrics using Adversarial Behavioral Analysis. NAACL-HLT (2022)
Jisung Park, Jeoggyun Kim, Yeseong Kim, Sungjin Lee, Onur Mutlu
DeepSketch: A New Machine Learning-Based Reference Search Technique for Post-Deduplication Delta Compression. CoRR (2022)
Hyeonjun Sung, Minsu Kim, Sungjin Lee, Jemin Lee
Age of Information Analysis for Finite Blocklength Regime in Downlink Cellular Networks. IEEE Wirel. Commun. Lett. 11 (4) (2022)
Hongyu Shen, Jinoh Oh, Shuai Zhao, Guoyin Wang, Tara Taghavi, Sungjin Lee
Learning Personalized Representations using Graph Convolutional Network. CoRR (2022)
Mohammad Kachuee, Sungjin Lee
Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems. CoRR (2022)
Uma-Naresh Niranjan, Ziyan Jiang, Ankit, Sungjin Lee, Jie Hao, Xing Fan, Chenlei Guo
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding. CoRR (2022)
Mohammad Kachuee, Jinseok Nam, Sarthak Ahuja, Jin-Myung Won, Sungjin Lee
Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems. CoRR (2022)
Zixuan Ke, Mohammad Kachuee, Sungjin Lee
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data. WASSA@ACL (2022)
Ke Bai, Guoyin Wang, Jiwei Li, Sunghyun Park, Sungjin Lee, Puyang Xu, Ricardo Henao, Lawrence Carin
Open World Classification with Adaptive Negative Samples. EMNLP (2022)
Minseok Kim, Jinoh Oh, Jaeyoung Do, Sungjin Lee
Debiasing Neighbor Aggregation for Graph Neural Network in Recommender Systems. CIKM (2022)
Zixuan Ke, Mohammad Kachuee, Sungjin Lee
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data. CoRR (2022)
Donghyun Yu, Ruei-Hau Hsu, Jemin Lee, Sungjin Lee
EC-SVC: Secure CAN Bus In-Vehicle Communications With Fine-Grained Access Control Based on Edge Computing. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Minseok Kim, Jinoh Oh, Jaeyoung Do, Sungjin Lee
Debiasing Neighbor Aggregation for Graph Neural Network in Recommender Systems. CoRR (2022)
Sungjin Lee, Xibin Jia, Ahyoung Lee, Hyo-Wook Gil, Sungyeup Kim, Min Hong
Cardiac Detection Using YOLO-v5 with Data Preprocessing. CSCI (2022)
Uma-Naresh Niranjan, Ziyan Jiang, Ankit Ankit, Sungjin Lee, Jie Hao, Xing Fan, Chenlei Guo
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding. EMNLP (Industry Track) (2022)
Minjae Kim, Bryan S. Kim, Eunji Lee, Sungjin Lee
A Case Study of a DRAM-NVM Hybrid Memory Allocator for Key-Value Stores. IEEE Comput. Archit. Lett. 21 (2) (2022)
Sungjin Lee, Seok Jun Yun, Seok Bong Yoo
Alternative Collaborative Learning for Character Recognition in Low-Resolution Images. IEEE Access 10 (2022)
Mohammad Kachuee, Jinseok Nam, Sarthak Ahuja, Jin-Myung Won, Sungjin Lee
Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems. NAACL-HLT (Industry Papers) (2022)
Hyungkeuk Lee, Namkyung Lee, Sungjin Lee
A Method of Deep Learning Model Optimization for Image Classification on Edge Device. Sensors 22 (19) (2022)
Jinhyung Koo, Junsu Im, Jooyoung Song, Juhyung Park, Eunji Lee, Bryan S. Kim, Sungjin Lee
Modernizing File System through In-Storage Indexing. OSDI (2021)
Gyeongtaek Kim, Sungjin Lee, Hoon Sung Chwa
Dynamic Chip Clustering and Task Allocation for Real-time Flash. DAC (2021)
Ziming Li, Dookun Park, Julia Kiseleva, Young-Bum Kim, Sungjin Lee
A Data-driven Approach to Estimate User Satisfaction in Multi-turn Dialogues. CoRR (2021)
Cheng Wang, Sun Kim, Taiwoo Park, Sajal Choudhary, Sunghyun Park, Young-Bum Kim, Ruhi Sarikaya, Sungjin Lee
Handling Long-Tail Queries with Slice-Aware Conversational Systems. CoRR (2021)
Duwon Hong, Keonsoo Ha, Minseok Ko, Myoungjun Chun, Yoona Kim, Sungjin Lee, Jihong Kim
Reparo: A Fast RAID Recovery Scheme for Ultra-large SSDs. ACM Trans. Storage 17 (3) (2021)
Cheng Wang, Sungjin Lee, Sunghyun Park, Han Li, Young-Bum Kim, Ruhi Sarikaya
Learning Slice-Aware Representations with Mixture of Attentions. ACL/IJCNLP (Findings) (2021)
Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents. NAACL-HLT (2021)
Cheng Wang, Sungjin Lee, Sunghyun Park, Han Li, Young-Bum Kim, Ruhi Sarikaya
Learning Slice-Aware Representations with Mixture of Attentions. CoRR (2021)
Seokhwan Kim, Michel Galley, R. Chulaka Gunasekara, Sungjin Lee, Adam Atkinson, Baolin Peng, Hannes Schulz, Jianfeng Gao, Jinchao Li, Mahmoud Adada, Minlie Huang, Luis A. Lastras, Jonathan K. Kummerfeld, Walter S. Lasecki, Chiori Hori, Anoop Cherian, Tim K. Marks, Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta
Overview of the Eighth Dialog System Technology Challenge: DSTC8. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Joo-Kyung Kim, Guoyin Wang, Sungjin Lee, Young-Bum Kim
Deciding Whether to Ask Clarifying Questions in Large-Scale Spoken Language Understanding. CoRR (2021)
Sungjin Lee, Young Min Baek, Sangwon Hyun, Doo-Hwan Bae
Generation of Adaptation Strategies for Dynamic Reconfiguration of a System of Systems. SOSE (2021)
Hyeon Gyu Lee, Minwook Kim, Juwon Lee, Eunji Lee, Bryan S. Kim, Sungjin Lee, Yeseong Kim, Sang Lyul Min, Jin-Soo Kim
Learned Performance Model for SSD. IEEE Comput. Archit. Lett. 20 (2) (2021)
Hyeon Gyu Lee, Juwon Lee, Minwook Kim, Donghwa Shin, Sungjin Lee, Bryan S. Kim, Eunji Lee, Sang Lyul Min
SpartanSSD: a Reliable SSD under Capacitance Constraints. ISLPED (2021)
Sungjin Lee, Beanbonyka Rim, Sung-Shick Jou, Hyo-Wook Gil, Xibin Jia, Ahyoung Lee, Min Hong
Deep-Learning-Based Coronary Artery Calcium Detection from CT Image. Sensors 21 (21) (2021)
Jinhyung Koo, Chanwoo Chung, Arvind, Sungjin Lee
A Case for Application-Managed Flash. IEEE Trans. Computers 70 (2) (2021)
Xinnuo Xu, Guoyin Wang, Young-Bum Kim, Sungjin Lee
AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation. ACL/IJCNLP (1) (2021)
Beanbonyka Rim, Sungjin Lee, Ahyoung Lee, Hyo-Wook Gil, Min Hong
Semantic Cardiac Segmentation in Chest CT Images Using K-Means Clustering and the Mathematical Morphology Method. Sensors 21 (8) (2021)
Han Li, Sunghyun Park, Aswarth Dara, Jinseok Nam, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya
Neural model robustness for skill routing in large-scale conversational AI systems: A design choice exploration. CoRR (2021)
Joo-Kyung Kim, Guoyin Wang, Sungjin Lee, Young-Bum Kim
Deciding Whether to Ask Clarifying Questions in Large-Scale Spoken Language Understanding. ASRU (2021)
Xinnuo Xu, Guoyin Wang, Young-Bum Kim, Sungjin Lee
AUGNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation. CoRR (2021)
SungHa Baek, Youngdon Jung, David Mohaisen, Sungjin Lee, DaeHun Nyang
SSD-Assisted Ransomware Detection and Data Recovery Techniques. IEEE Trans. Computers 70 (10) (2021)
Hyeong In Choi, Sungjin Lee, Hwan Pyo Moon, Nam-Sook Wee, Daehoon Kim, Song-Hwa Kwon
Seeded Ising Model and Distributed Biometric Template Storage and Matching. Entropy 23 (7) (2021)
Sunghyun Park, Han Li, Ameen Patel, Sidharth Mudgal, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya
A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems. EMNLP (1) (2021)
Junsu Im, Jinwook Bae, Chanwoo Chung, Arvind, Sungjin Lee
Design of LSM-tree-based Key-value SSDs with Bounded Tails. ACM Trans. Storage 17 (2) (2021)
Yongjoo Jang, Sejin Kim, Daehoon Kim, Sungjin Lee, Jaeha Kung
Deep Partitioned Training From Near-Storage Computing to DNN Accelerators. IEEE Comput. Archit. Lett. 20 (1) (2021)
Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents. CoRR (2020)
Ziming Li, Sungjin Lee, Baolin Peng, Jinchao Li, Julia Kiseleva, Maarten de Rijke, Shahin Shayandeh, Jianfeng Gao
Guided Dialogue Policy Learning without Adversarial Learning in the Loop. EMNLP (Findings) (2020)
Minsub Kim, Sungjin Lee
Reducing tail latency of DNN-based recommender systems using in-storage processing. APSys (2020)
Dookun Park, Hao Yuan, Dongmin Kim, Yinglei Zhang, Spyros Matsoukas, Young-Bum Kim, Ruhi Sarikaya, Edward Guo, Yuan Ling, Kevin Quinn, Pham Hung, Benjamin Yao, Sungjin Lee
Large-scale Hybrid Approach for Predicting User Satisfaction with Conversational Agents. CoRR (2020)
Junsu Im, Hanbyeol Kim, Yumin Won, Jiho Oh, Minjae Kim, Sungjin Lee
Probability-Based Address Translationfor Flash SSDs. IEEE Comput. Archit. Lett. 19 (2) (2020)
Sungjin Lee, Min Hong, Sungyeup Kim, Seong Jun Choi
Effect Analysis of Virtual-reality Vestibular Rehabilitation based on Eye-tracking. KSII Trans. Internet Inf. Syst. 14 (2) (2020)
Junsu Im, Jinwook Bae, Chanwoo Chung, Arvind, Sungjin Lee
PinK: High-speed In-storage Key-value Store with Bounded Tails. USENIX Annual Technical Conference (2020)
Sunghyun Park, Han Li, Ameen Patel, Sidharth Mudgal, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya
A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems. CoRR (2020)
Minsub Kim, Jaeha Kung, Sungjin Lee
Towards Scalable Analytics with Inference-Enabled Solid-State Drives. IEEE Comput. Archit. Lett. 19 (1) (2020)
Xinnuo Xu, Yizhe Zhang, Lars Liden, Sungjin Lee
Datasets and Benchmarks for Task-Oriented Log Dialogue Ranking Task. INTERSPEECH (2020)
Sungjin Lee
Network Based Cooperative Deep Learning Methodology for Minimal Latency in IoT and Mobile Video Transmission Environments. ICCE (2020)
Shuotao Xu, Thomas Bourgeat, Tianhao Huang, Hojun Kim, Sungjin Lee, Arvind
AQUOMAN: An Analytic-Query Offloading Machine. MICRO (2020)
Ziming Li, Sungjin Lee, Baolin Peng, Jinchao Li, Shahin Shayandeh, Jianfeng Gao
Guided Dialog Policy Learning without Adversarial Learning in the Loop. CoRR (2020)
Jaeho Kim, Kwanghyun Lim, Youngdon Jung, Sungjin Lee, Changwoo Min, Sam H. Noh
Alleviating Garbage Collection Interference Through Spatial Separation in All Flash Arrays. USENIX Annual Technical Conference (2019)
Sungjin Lee, Rahul Jha
Zero-Shot Adaptive Transfer for Conversational Language Understanding. AAAI (2019)
Sungjin Lee, Igor Shalyminov
Contextual Out-of-domain Utterance Handling with Counterfeit Data Augmentation. ICASSP (2019)
Youil Han, Bryan S. Kim, Jeseong Yeon, Sungjin Lee, Eunji Lee
TeksDB: Weaving Data Structures for a High-Performance Key-Value Store. Proc. ACM Meas. Anal. Comput. Syst. 3 (1) (2019)
Sungjin Lee, Qi Zhu, Ryuichi Takanobu, Zheng Zhang, Yaoqin Zhang, Xiang Li, Jinchao Li, Baolin Peng, Xiujun Li, Minlie Huang, Jianfeng Gao
ConvLab: Multi-Domain End-to-End Dialog System Platform. ACL (3) (2019)
Sungjin Lee, Qi Zhu, Ryuichi Takanobu, Xiang Li, Yaoqin Zhang, Zheng Zhang, Jinchao Li, Baolin Peng, Xiujun Li, Minlie Huang, Jianfeng Gao
ConvLab: Multi-Domain End-to-End Dialog System Platform. CoRR (2019)
Xiang Gao, Sungjin Lee, Yizhe Zhang, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan
Jointly Optimizing Diversity and Relevance in Neural Response Generation. CoRR (2019)
Xiang Gao, Sungjin Lee, Yizhe Zhang, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan
Jointly Optimizing Diversity and Relevance in Neural Response Generation. NAACL-HLT (1) (2019)
Chanwoo Chung, Jinhyung Koo, Junsu Im, Arvind, Sungjin Lee
LightStore: Software-defined Network-attached Key-value Drives. ASPLOS (2019)
Xinnuo Xu, Yizhe Zhang, Lars Liden, Sungjin Lee
Unsupervised Dialogue Spectrum Generation for Log Dialogue Ranking. SIGdial (2019)
Igor Shalyminov, Sungjin Lee, Arash Eshghi, Oliver Lemon
Few-Shot Dialogue Generation Without Annotated Data: A Transfer Learning Approach. CoRR (2019)
Taejin Kim, Duwon Hong, Sangwook Shane Hahn, Myoungjun Chun, Sungjin Lee, Joo Young Hwang, Jongyoul Lee, Jihong Kim
Fully Automatic Stream Management for Multi-Streamed SSDs Using Program Contexts. FAST (2019)
Jungwoo Lee, Hwangje Han, Sungjin Lee, Minseok Song
Lifetime-aware solid-state disk (SSD) cache management for video servers. Multim. Syst. 25 (6) (2019)
Igor Shalyminov, Sungjin Lee, Arash Eshghi, Oliver Lemon
Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks. CoRR (2019)
Sungjin Lee, Igor Shalyminov
Contextual Out-of-Domain Utterance Handling With Counterfeit Data Augmentation. CoRR (2019)
Yizhe Zhang, Xiang Gao, Sungjin Lee, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan
Consistent Dialogue Generation with Self-supervised Feature Learning. CoRR (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sungjin Lee