You can also find my articles on my Google Scholar profile
Fieldable Low-Light Multi-Task Perception via Foundation-Model-Assisted Domain Adaptation
Beomseok Kang, Niluthpol Chowdhury Mithun, Mikhail Sizintsev, Han-Pang Chiu, Supun Samarasekera
Winter Conference on Applications of Computer Vision (WACV) 2027
Distilled Unsupervised Domain Adaptation for Lightweight Semantic Understanding Models
Han-Pang Chiu, Niluthpol Mithun, Abhinav Rajvanshi, Supun Samarasekera, Beomseok Kang, Mikhail Sizintsev
US Patent App. Pub. 2026/0253229 A1, SRI International, 2026
Accelerating VLA Inference with Perturbation Information Execution
Jehun Lee, Hajun Lee, Jimin Ryu, Youhan Lee, Beomseok Kang, Sungwoo Choi, Jonghyun Choi, Jae-Joon Kim
arXiv preprint 2026
SpaceCache: Intermediate Feature Reuse for Efficient Semantic Segmentation on Point Cloud Streams
Dongheon Yang*, Beomseok Kang*, Jae-Joon Kim (*: equal contribution)
arXiv preprint 2026
KVCMAS: Efficient KV cache Correction for Shared Context in Multi-Agent Systems
Hyesung Jeon, Hyeongju Ha, Seoyoung Lee, Beomseok Kang, Jae-Joon Kim
arXiv preprint 2026
Rotation-Aligned Key Channel Pruning for Efficient Vision-Language Model Inference
Beomseok Kang, Dongwon Jo, Jiwon Song, Donghwee Son, Jae-Joon Kim
arXiv preprint 2026
CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection
Jiwon Song, Dongwon Jo, Beomseok Kang, Jae-Joon Kim
Advances in Neural Information Processing Systems (NeurIPS) 2026
Token Sparse Attention: Efficient Long-Context Inference with Interleaved Token Selection
Dongwon Jo, Beomseok Kang†, Jiwon Song, Jae-Joon Kim† (†: corresponding author)
International Conference on Machine Learning (ICML) 2026
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
International Conference on Learning Representations (ICLR) 2026
Retrospective Sparse Attention for Efficient Long-Context Generation
Seonghwan Choi*, Beomseok Kang*, Dongwon Jo, Jae-Joon Kim (*: equal contribution)
International Conference on Learning Representations (ICLR) 2026
DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation
Beomseok Kang, Niluthpol Chowdhury Mithun, Abhinav Rajvanshi, Han-Pang Chiu, Supun Samarasekera
Winter Conference on Applications of Computer Vision (WACV) 2026
LiteStage: Latency-aware Layer Skipping for Multi-stage Reasoning
Beomseok Kang, Jiwon Song, 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 (*: equal contribution)
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