Jaehyun Nam

45 papers A* 7A 3C 3Journal 26Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
MARS: Modular Agent with Reflective Search for Automated AI Research.
CoRR
Jiefeng Chen, Bhavana Dalvi Mishra, Jaehyun Nam, Rui Meng, Tomas Pfister, Jinsung Yoon
2025 J jnl
Ambusher: Exploring the Security of Distributed SDN Controllers Through Protocol State Fuzzing.
CoRR
Jinwoo Kim, Minjae Seo, Eduard Marin, Seungsoo Lee, Jaehyun Nam, Seungwon Shin
2025 J jnl
DS-STAR: Data Science Agent via Iterative Planning and Verification.
CoRR
Jaehyun Nam, Jinsung Yoon, Jiefeng Chen, Tomas Pfister
2025 J jnl
FontAdapter: Instant Font Adaptation in Visual Text Generation.
CoRR
Myungkyu Koo, Subin Kim, Sangkyung Kwak, Jaehyun Nam, Seojin Kim, Jinwoo Shin
2025 A* conf
HardMesh: Enabling High-performance Service Mesh Ingress Processing with SmartNICs.
SIGCOMM
Myoungsung You, Jaehyun Nam, Minjae Seo, Taejune Park, Seungwon Shin
2025 J jnl
MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement.
CoRR
Jaehyun Nam, Jinsung Yoon, Jiefeng Chen, Jinwoo Shin, Sercan Ö. Arik, Tomas Pfister
2025 — conf
Training Text-to-Molecule Models with Context-Aware Tokenization.
EMNLP (Findings)
Seojin Kim, Hyeontae Song, Jaehyun Nam, Jinwoo Shin
2025 J jnl
Training Text-to-Molecule Models with Context-Aware Tokenization.
CoRR
Seojin Kim, Hyeontae Song, Jaehyun Nam, Jinwoo Shin
2024 J jnl
Ambusher: Exploring the Security of Distributed SDN Controllers Through Protocol State Fuzzing.
IEEE Trans. Inf. Forensics Secur.
Jinwoo Kim, Minjae Seo, Eduard Marin, Seungsoo Lee, Jaehyun Nam, Seungwon Shin
2024 A* conf
Data-Efficient Molecular Generation with Hierarchical Textual Inversion.
ICML
Seojin Kim, Jaehyun Nam, Sihyun Yu, Younghoon Shin, Jinwoo Shin
2024 J jnl
Data-Efficient Molecular Generation with Hierarchical Textual Inversion.
CoRR
Seojin Kim, Jaehyun Nam, Sihyun Yu, Younghoon Shin, Jinwoo Shin
2024 J jnl
Enhancing security in SDN: Systematizing attacks and defenses from a penetration perspective.
Comput. Networks
Jinwoo Kim, Minjae Seo, Seungsoo Lee, Jaehyun Nam, Vinod Yegneswaran, Phillip A. Porras, Guofei Gu, Seungwon Shin
2024 A conf
HardWhale: A Hardware-Isolated Network Security Enforcement System for Cloud Environments.
ICDCS
Myoungsung You, Jaehyun Nam, Hyunmin Seo, Minjae Seo, Jaehan Kim, Dongmin Choi, Seungwon Shin
2024 J jnl
Holistic Molecular Representation Learning via Multi-view Fragmentation.
Trans. Mach. Learn. Res.
Seojin Kim, Jaehyun Nam, Junsu Kim, Hankook Lee, Sungsoo Ahn, Jinwoo Shin
2024 J jnl
Hyperion: Hardware-Based High-Performance and Secure System for Container Networks.
IEEE Trans. Cloud Comput.
Myoungsung You, Minjae Seo, Jaehan Kim, Seungwon Shin, Jaehyun Nam
2024 J jnl
On the Analysis of Inter-Relationship between Auto-Scaling Policy and QoS of FaaS Workloads.
Sensors
Sara Hong, Yeeun Kim, Jaehyun Nam, Seongmin Kim
2024 A* conf
Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning.
NeurIPS
Jaehyun Nam, Kyuyoung Kim, Seunghyuk Oh, Jihoon Tack, Jaehyung Kim, Jinwoo Shin
2024 J jnl
Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning.
CoRR
Jaehyun Nam, Kyuyoung Kim, Seunghyuk Oh, Jihoon Tack, Jaehyung Kim, Jinwoo Shin
2024 J jnl
Optimus: association-based dynamic system call filtering for container attack surface reduction.
J. Cloud Comput.
Seungyong Yang, Brent ByungHoon Kang, Jaehyun Nam
2024 A* conf
SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs.
ICLR
Jaehyung Kim, Jaehyun Nam, Sangwoo Mo, Jongjin Park, Sang-Woo Lee, Minjoon Seo, Jung-Woo Ha, Jinwoo Shin
2024 J jnl
SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs.
CoRR
Jaehyung Kim, Jaehyun Nam, Sangwoo Mo, Jongjin Park, Sang-Woo Lee, Minjoon Seo, Jung-Woo Ha, Jinwoo Shin
2024 J jnl
Tabular Transfer Learning via Prompting LLMs.
CoRR
Jaehyun Nam, Woomin Song, Seong Hyeon Park, Jihoon Tack, Sukmin Yun, Jaehyung Kim, Kyu Hwan Oh, Jinwoo Shin
2023 — conf
HELIOS: Hardware-assisted High-performance Security Extension for Cloud Networking.
SoCC
Myoungsung You, Jaehyun Nam, Minjae Seo, Seungwon Shin
2023 J jnl
Kunerva: Automated Network Policy Discovery Framework for Containers.
IEEE Access
Seungsoo Lee, Jaehyun Nam
2023 A* conf
STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables.
ICLR
Jaehyun Nam, Jihoon Tack, Kyungmin Lee, Hankook Lee, Jinwoo Shin
2023 J jnl
STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables.
CoRR
Jaehyun Nam, Jihoon Tack, Kyungmin Lee, Hankook Lee, Jinwoo Shin
2023 J jnl
Secure Inter-Container Communications Using XDP/eBPF.
IEEE/ACM Trans. Netw.
Jaehyun Nam, Seungsoo Lee, Phillip A. Porras, Vinod Yegneswaran, Seungwon Shin
2022 J jnl
A Framework for Policy Inconsistency Detection in Software-Defined Networks.
IEEE/ACM Trans. Netw.
Seungsoo Lee, Seungwon Woo, Jinwoo Kim, Jaehyun Nam, Vinod Yegneswaran, Phillip A. Porras, Seungwon Shin
2022 J jnl
Reconfigurable regular expression matching architecture for real-time pattern update and payload inspection.
J. Netw. Comput. Appl.
Jaehyun Nam, Seung Ho Na, Seungwon Shin, Taejune Park
2022 C conf
Towards Building Secure and Reconfigurable Virtual Networks on Multi-Tenant Data Centers.
PRDC
Jinwoo Kim, Jaehyun Nam
2021 J jnl
BottleNet: Hiding Network Bottlenecks Using SDN-Based Topology Deception.
IEEE Trans. Inf. Forensics Secur.
Jinwoo Kim, Jaehyun Nam, Suyeol Lee, Vinod Yegneswaran, Phillip A. Porras, Seungwon Shin
2021 A conf
Reinhardt: Real-time Reconfigurable Hardware Architecture for Regular Expression Matching in DPI.
ACSAC
Taejune Park, Jaehyun Nam, Seung Ho Na, JaeWoong Chung, Seungwon Shin
2020 — conf
BASTION: A Security Enforcement Network Stack for Container Networks.
USENIX ATC
Jaehyun Nam, Seungsoo Lee, Hyunmin Seo, Phil Porras, Vinod Yegneswaran, Seungwon Shin
2019 J jnl
A New Terrain in HCI: Emotion Recognition Interface using Biometric Data for an Immersive VR Experience.
CoRR
Jaehyun Nam, Hyesun Chung, Young Ah Seong, Honggu Lee
2019 J jnl
Operator-Defined Reconfigurable Network OS for Software-Defined Networks.
IEEE/ACM Trans. Netw.
Jaehyun Nam, Hyeonseong Jo, Yeonkeun Kim, Phillip A. Porras, Vinod Yegneswaran, Seungwon Shin
2019 A* conf
Poster: TCLP: Enforcing Least Privileges to Prevent Containers from Kernel Vulnerabilities.
CCS
Suyeol Lee, Junsik Seo, Jaehyun Nam, Seungwon Shin
2019 J jnl
SODA: A software-defined security framework for IoT environments.
Comput. Networks
Yeonkeun Kim, Jaehyun Nam, Taejune Park, Sandra Scott-Hayward, Seungwon Shin
2018 A* conf
Barista: An Event-centric NOS Composition Framework for Software-Defined Networks.
INFOCOM
Jaehyun Nam, Hyeonseong Jo, Yeonkeun Kim, Phillip A. Porras, Vinod Yegneswaran, Seungwon Shin
2018 J jnl
NOSArmor: Building a Secure Network Operating System.
Secur. Commun. Networks
Hyeonseong Jo, Jaehyun Nam, Seungwon Shin
2018 — conf
Probius: Automated Approach for VNF and Service Chain Analysis in Software-Defined NFV.
SOSR
Jaehyun Nam, Junsik Seo, Seungwon Shin
2018 C conf
Towards a Security-Enhanced Cloud Platform.
PRDC
Junsik Seo, Jaehyun Nam, Seungwon Shin
2017 — conf
Bridging the architectural gap between NOS design principles in software-defined networks.
SoCC
Jaehyun Nam, Hyeonseong Jo, Yeonkeun Kim, Phillip A. Porras, Vinod Yegneswaran, Seungwon Shin
2015 A conf
Haetae: Scaling the Performance of Network Intrusion Detection with Many-Core Processors.
RAID
Jaehyun Nam, Muhammad Jamshed, Byungkwon Choi, Dongsu Han, KyoungSoo Park
2015 C conf
POSTER: A Collaborative Approach on Behavior-Based Android Malware Detection.
SecureComm
Chanwoo Bae, Jesung Jung, Jaehyun Nam, Seungwon Shin
2015 — conf
Scaling the Performance of Network Intrusion Detection with Many-core Processors.
ANCS
Jaehyun Nam, Muhammad Asim Jamshed, Byungkwon Choi, Dongsu Han, KyoungSoo Park