You can also find my articles on my Google Scholar profile
DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation
Beomseok Kang, Niluthpol Chowdhury Mithun, Abhinav Rajvanshi, Han-Pang Chiu, Supun Samarasekera
WACV 2026
You can also find my articles on my Google Scholar profile
DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation
Beomseok Kang, Niluthpol Chowdhury Mithun, Abhinav Rajvanshi, Han-Pang Chiu, Supun Samarasekera
WACV 2026
LiteStage: Latency-aware Layer Skipping for Multi-stage Reasoning
Beomseok Kang, Jiwon Song, Jae-Joon Kim
Arxiv preprint 2025
Efficient Domain-Adaptive Multi-Task Dense Prediction with Vision Foundation Models
Beomseok Kang, Niluthpol Chowdhury Mithun, Mikhail Sizintsev, Han-Pang Chiu, Supun Samarasekera
Arxiv preprint 2025
QWHA: Quantization-Aware Walsh-Hadamard Adaptation for Parameter-Efficient Fine-Tuning on Large Language Models
Hyesung Jeon, Seojune Lee, Beomseok Kang, Yulwha Kim, Jae-Joon Kim
Arxiv preprint 2025
Retrospective Sparse Attention for Efficient Long-Context Generation
Seonghwan Choi*, Beomseok Kang*, Dongwon Jo, Jae-Joon Kim
Arxiv preprint 2025
Biswadeep Chakraborty, Hemant Kumawat, Beomseok Kang, Saibal Mukhopadhyay
International Joint Conference on Neural Networks (IJCNN) 2025
Has the Deep Neural Network leanred the Stochastic Process? An Evaluation Viewpoint
Harshit Kumar, Beomseok Kang, Biswadeep Chakraborty, Saibal Mukhopadhyay
International Conference on Learning Representations (ICLR) 2025
Online Relational Inference for Evolving Multi-agent Interacting System
Beomseok Kang, Priyabrata Saha, Sudarshan Sharma, Biswadeep Chakraborty, Saibal Mukhopadhyay
Advances in Neural Information Processing Systems (NeurIPS) 2024
Beomseok Kang, Harshit Kumar, Minah Lee, Biswadeep Chakraborty, Saibal Mukhopadhyay
Learning for Dynamics and Control Conference (L4DC) 2024
Structured Latent Space for Lightweight Prediction in Locally Interacting Discrete Dynamical Systems
Beomseok Kang, Minah Lee, Harshit Kumar, Saibal Mukhopadhyay
International Joint Conference on Neural Networks (IJCNN) 2024
Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN
Biswadeep Chakraborty, Beomseok Kang, Harshit Kumar, Saibal Mukhopadhyay
International Conference on Learning Representations (ICLR) 2024
Sudarshan Sharma*, Beomseok Kang*, Narasimha Vasishta Kidambi, Saibal Mukhopadhyay
IEEE Sensors Journal 2024
Forecasting Evolution of Clusters in Game Agents with Hebbian Learning
Beomseok Kang, Minah Lee, Harshit Kumar, Saibal Mukhopadhyay
International Joint Conference on Neural Networks (IJCNN) 2023
Unsupervised 3D Object Learning through Neuron Activity aware Plasticity
Beomseok Kang, Biswadeep Chakraborty, Saibal Mukhopadhyay
International Conference on Learning Representations (ICLR) 2023
Unsupervised Hebbian Learning on Point Sets in Starcraft II
Beomseok Kang, Harshit Kumar, Saurabh Dash, Saibal Mukhopadhyay
International Joint Conference on Neural Networks (IJCNN) 2022
Daehyun Kim, Biswadeep Chakraborty, Xueyuan She, Edward Lee, Beomseok Kang, Saibal Mukhopadhyay
Frontiers in Neuroscience 2022
Genetic Algorithm-Based Energy-Aware CNN Quantization for Processing-In-Memory Architecture
Beomseok Kang, Anni Lu, Yun Long, Daehyun Kim, Shimeng Yu, Saibal Mukhopadhyay
IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS) 2021
Monolithic 3D integration of 2D materials-based electronics towards ultimate edge computing solutions
Ji-Hoon Kang, Heechang Shin, Ki Seok Kim, Min-Kyu Song, Doyoon Lee, Yuan Meng, Chanyeol Choi, Jun Min Suh, Beom Jin Kim, Hyunseok Kim, Anh Tuan Hoang, Bo-In Park, Guanyu Zhou, Suresh Sundaram, Phuong Vuong, Jiho Shin, Jinyeong Choe, Zhihao Xu, Rehan Younas, Justin S Kim, Sangmoon Han, Sangho Lee, Sun Ok Kim, Beomseok Kang, Seungju Seo, Hyojung Ahn, Seunghwan Seo, Kate Reidy, Eugene Park, Sungchul Mun, Min-Chul Park, Suyoun Lee, Hyung-Jun Kim, Hyun S Kum, Peng Lin, Christopher Hinkle, Abdallah Ougazzaden, Jong-Hyun Ahn, Jeehwan Kim, Sang-Hoon Bae
Nature Materials 2023
Artificial van der Waals hybrid synapse and its application to acoustic pattern recognition
Seunghwan Seo, Beom-Seok Kang, Je-Jun Lee, Hyo-Jun Ryu, Sungjun Kim, Hyeongjun Kim, Seyong Oh, Jaewoo Shim, Keun Heo, Saeroonter Oh, Jin-Hong Park
Nature Communications 2020
Graphene-assisted spontaneous relaxation towards dislocation-free heteroepitaxy
Sang-Hoon Bae, Kuangye Lu, Yimo Han, Sungkyu Kim, Kuan Qiao, Chanyeol Choi, Yifan Nie, Hyunseok Kim, Hyun S Kum, Peng Chen, Wei Kong, Beom-Seok Kang, Chansoo Kim, Jaeyong Lee, Yongmin Baek, Jaewoo Shim, Jinhee Park, Minho Joo, David A Muller, Kyusang Lee, Jeehwan Kim
Nature Nanotechnology 2020
Double negative differential transconductance characteristic: from device to circuit application toward quaternary inverter
Ji‐Hye Lim, Jaewoo Shim, Beom‐Seok Kang, Gicheol Shin, Hyeongjun Kim, Maksim Andreev, Kil‐Su Jung, Kwan‐Ho Kim, Jae‐Woong Choi, Yoonmyung Lee, Jin‐Hong Park
Advanced Functional Material 2019
A neuromorphic device implemented on a salmon‐DNA electrolyte and its application to artificial neural networks
Dong‐Ho Kang, Jeong‐Hoon Kim, Seyong Oh, Hyung‐Youl Park, Sreekantha Reddy Dugasani, Beom‐Seok Kang, Changhwan Choi, Rino Choi, Sungjoo Lee, Sung Ha Park, Keun Heo, Jin‐Hong Park