Seongsik Park - RankMe

47 papers A* 7A 5C 1Journal 34

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Optimizing reservoir connectivity: A path to high-performance liquid state machines. Neurocomputing Seungmin Oh, Unhyeon Kang, Jaewook Kim, Jingyeong Hwang, Jiin Bang, Kyungmin Lee, Younghyun Lee, Jongkil Park, Seongsik Park, Hyun Jae Jang, Changyoung Kim, Suyoun Lee
2026	J	`jnl`	STAR-SNN: A spatio-temporal adaptive recurrent spiking neural network with separated propagation surrogate gradient for hardware efficient real-time learning. Neurocomputing Hojae Choi, Jaewook Kim, Jongkil Park, Seongsik Park, Hyun Jae Jang, Seung Hwan Lee, Byeong-Kwon Ju, Yeonjoo Jeong
2025	J	`jnl`	BDA: Bi-Directional Attention for Zero-Shot Learning. Comput. Vis. Media Junseok Lee, Jinming Cao, Yifang Yin, Jihie Kim, Roger Zimmermann, Seongsik Park
2025	J	`jnl`	Class Incremental Learning via Feature Space Calibration. Comput. Vis. Media Jeonghoon Kim, Jinming Cao, Jihie Kim, Roger Zimmermann, Seongsik Park
2025	A	`conf`	Late Breaking Results: Improving Deep SNNs with Gradient Clipping and Noise Exploitation in Neuromorphic Devices. DATE Seongsik Park, Jongkil Park, Hyun Jae Jang, Jaewook Kim, Yeonjoo Jeong, Gye Weon Hwang, Inho Kim, Jong-Keuk Park, Kyeong Seok Lee, Suyoun Lee
2025	J	`jnl`	Ovonic switches enable energy-efficient dendrite-like computing. CoRR Unhyeon Kang, Jaesang Lee, Seungmin Oh, Hanchan Song, Jongkil Park, Jaewook Kim, Seongsik Park, Hyun Jae Jang, Sangbum Kim, Su-In Yi, Suhas Kumar, Suyoun Lee
2025	J	`jnl`	SimFLE: Simple Facial Landmark Encoding for Self-Supervised Facial Expression Recognition in the Wild. IEEE Trans. Affect. Comput. Jiyong Moon, Hyeryung Jang, Seongsik Park
2024	J	`jnl`	A More Accurate Approximation of Activation Function with Few Spikes Neurons. CoRR Dayena Jeong, Jaewoo Park, Jeonghee Jo, Jongkil Park, Jaewook Kim, Hyun Jae Jang, Suyoun Lee, Seongsik Park
2024	J	`jnl`	Bridging the gap between text-to-SQL research and real-world applications: A unified all-in-one framework for text-to-SQL. Knowl. Based Syst. Mirae Han, Seongsik Park, Seulgi Kim, Harksoo Kim
2024	J	`jnl`	Effective sentence-level relation extraction model using entity-centric dependency tree. PeerJ Comput. Sci. Seongsik Park, Harksoo Kim
2024	J	`jnl`	Implementation of two-step gradual reset scheme for enhancing state uniformity of 2D hBN-based memristors for image processing. Neuromorph. Comput. Eng. Dongyeon Woo, Gichang Noh, Eunpyo Park, Min Jee Kim, Dae Kyu Lee, Yong Woo Sung, Jaewook Kim, Yeonjoo Jeong, Jongkil Park, Seongsik Park, Hyun Jae Jang, Nakwon Choi, Yooyeon Jo, Joon Young Kwak
2023	A*	`conf`	A Framework for Vision-Language Warm-up Tasks in Multimodal Dialogue Models. EMNLP Jaewook Lee, Seongsik Park, Seong-Heum Park, Hongjin Kim, Harksoo Kim
2023	J	`jnl`	Gradient Scaling on Deep Spiking Neural Networks with Spike-Dependent Local Information. CoRR Seongsik Park, Jeonghee Jo, Jongkil Park, Yeonjoo Jeong, Jaewook Kim, Suyoun Lee, Joon Young Kwak, Inho Kim, Jong-Keuk Park, Kyeong Seok Lee, Gye Weon Hwang, Hyun Jae Jang
2023	J	`jnl`	Improving Text-to-SQL with a Hybrid Decoding Method. Entropy Geunyeong Jeong, Mirae Han, Seulgi Kim, Yejin Lee, Joosang Lee, Seongsik Park, Harksoo Kim
2023	J	`jnl`	M2Former: Multi-Scale Patch Selection for Fine-Grained Visual Recognition. CoRR Jiyong Moon, Junseok Lee, Yunju Lee, Seongsik Park
2023	J	`jnl`	SimFLE: Simple Facial Landmark Encoding for Self-Supervised Facial Expression Recognition in the Wild. CoRR Jiyong Moon, Seongsik Park
2023	J	`jnl`	sEMG-Based Gesture Recognition Using Temporal History. IEEE Trans. Biomed. Eng. Chaerin Hong, Seongsik Park, Keehoon Kim
2022	A*	`conf`	AutoSNN: Towards Energy-Efficient Spiking Neural Networks. ICML Byunggook Na, Jisoo Mok, Seongsik Park, Dongjin Lee, Hyeokjun Choe, Sungroh Yoon
2022	J	`jnl`	AutoSNN: Towards Energy-Efficient Spiking Neural Networks. CoRR Byunggook Na, Jisoo Mok, Seongsik Park, Dongjin Lee, Hyeokjun Choe, Sungroh Yoon
2022	A	`conf`	Improving Graph-based Document-Level Relation Extraction Model with Novel Graph Structure. CIKM Seongsik Park, Dongkeun Yoon, Harksoo Kim
2021	J	`jnl`	Dual Pointer Network for Fast Extraction of Multiple Relations in a Sentence. CoRR Seongsik Park, Harksoo Kim
2021	J	`jnl`	Improving Sentence-Level Relation Extraction through Curriculum Learning. CoRR Seongsik Park, Harksoo Kim
2021	J	`jnl`	Memory-Augmented Neural Networks on FPGA for Real-Time and Energy-Efficient Question Answering. IEEE Trans. Very Large Scale Integr. Syst. Seongsik Park, Jaehee Jang, Sei Joon Kim, Byunggook Na, Sungroh Yoon
2021	A*	`conf`	Noise-Robust Deep Spiking Neural Networks with Temporal Information. DAC Seongsik Park, Dongjin Lee, Sungroh Yoon
2021	J	`jnl`	Noise-Robust Deep Spiking Neural Networks with Temporal Information. CoRR Seongsik Park, Dongjin Lee, Sungroh Yoon
2021	J	`jnl`	Scalable Smartphone Cluster for Deep Learning. CoRR Byunggook Na, Jaehee Jang, Seongsik Park, Sei Joon Kim, Joonoo Kim, Moon-Sik Jeong, Kwang-Choon Kim, Seon Heo, Yoonsang Kim, Sungroh Yoon
2021	J	`jnl`	Towards Fast and Accurate Object Detection in Bio-Inspired Spiking Neural Networks Through Bayesian Optimization. IEEE Access Sei Joon Kim, Seongsik Park, Byunggook Na, Jongwan Kim, Sungroh Yoon
2021	J	`jnl`	Training Energy-Efficient Deep Spiking Neural Networks with Time-to-First-Spike Coding. CoRR Seongsik Park, Sungroh Yoon
2020	A	`conf`	Energy-aware Placement for SRAM-NVM Hybrid FPGAs. DATE Seongsik Park, Jongwan Kim, Sungroh Yoon
2020	A*	`conf`	Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection. AAAI Sei Joon Kim, Seongsik Park, Byunggook Na, Sungroh Yoon
2020	A*	`conf`	T2FSNN: Deep Spiking Neural Networks with Time-to-first-spike Coding. DAC Seongsik Park, Sei Joon Kim, Byunggook Na, Sungroh Yoon
2020	J	`jnl`	T2FSNN: Deep Spiking Neural Networks with Time-to-first-spike Coding. CoRR Seongsik Park, Sei Joon Kim, Byunggook Na, Sungroh Yoon
2020	J	`jnl`	Training-Free Bayesian Self-Adaptive Classification for sEMG Pattern Recognition Including Motion Transition. IEEE Trans. Biomed. Eng. Seongsik Park, Wan Kyun Chung, Keehoon Kim
2019	A	`conf`	Energy-Efficient Inference Accelerator for Memory-Augmented Neural Networks on an FPGA. DATE Seongsik Park, Jaehee Jang, Sei Joon Kim, Sungroh Yoon
2019	A*	`conf`	Fast and Efficient Information Transmission with Burst Spikes in Deep Spiking Neural Networks. DAC Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Sungroh Yoon
2019	J	`jnl`	Hierarchical Motion Segmentation Through sEMG for Continuous Lower Limb Motions. IEEE Robotics Autom. Lett. Seongsik Park, Donghyeon Lee, Wan Kyun Chung, Keehoon Kim
2019	J	`jnl`	Programming by Demonstration Using the Teleimpedance Control Scheme: Verification by an sEMG-Controlled Ball-Trapping Robot. IEEE Trans. Ind. Informatics Seongsik Park, Woongyong Lee, Wan Kyun Chung, Keehoon Kim
2019	J	`jnl`	Spiking-YOLO: Spiking Neural Network for Real-time Object Detection. CoRR Sei Joon Kim, Seongsik Park, Byunggook Na, Sungroh Yoon
2018	J	`jnl`	CloudSocket: Fine-Grained Power Sensing System for Datacenters. IEEE Access Seil Lee, Hanjoo Kim, Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Sungroh Yoon
2018	J	`jnl`	Fast and Efficient Information Transmission with Burst Spikes in Deep Spiking Neural Networks. CoRR Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Sungroh Yoon
2018	A*	`conf`	Quantized Memory-Augmented Neural Networks. AAAI Seongsik Park, Sei Joon Kim, Seil Lee, Ho Bae, Sungroh Yoon
2018	J	`jnl`	Streaming MANN: A Streaming-Based Inference for Energy-Efficient Memory-Augmented Neural Networks. CoRR Seongsik Park, Jaehee Jang, Sei Joon Kim, Sungroh Yoon
2017	J	`jnl`	Quantized Memory-Augmented Neural Networks. CoRR Seongsik Park, Sei Joon Kim, Seil Lee, Ho Bae, Sungroh Yoon
2016	J	`jnl`	An Efficient Approach to Boosting Performance of Deep Spiking Network Training. CoRR Seongsik Park, Sang-gil Lee, Hyunha Nam, Sungroh Yoon
2016	C	`conf`	CloudSocket: Smart grid platform for datacenters. ICCD Seil Lee, Hanjoo Kim, Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Chang-Sung Jeong, Sungroh Yoon
2016	J	`jnl`	Near-Data Processing for Machine Learning. CoRR Hyeokjun Choe, Seil Lee, Seongsik Park, Sei Joon Kim, Eui-Young Chung, Sungroh Yoon
2012	A	`conf`	State-based full predication for low power coarse-grained reconfigurable architecture. DATE Kyuseung Han, Seongsik Park, Kiyoung Choi