| 2025 | ACL | LAMB: A Training-Free Method to Enhance the Long-Context Understanding of SSMs via Attention-Guided Token Filtering. | Zhifan Ye, Zheng Wang, Kejing Xia, Jihoon Hong, Leshu Li, Lexington Allen Whalen, Cheng Wan, Yonggan Fu, Yingyan Celine Lin, Souvik Kundu |
| 2025 | CIKM | Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge. | Heegyu Kim, Taeyang Jeon, Seungtaek Choi, Jihoon Hong, Dongwon Jeon, Ga-Yeon Baek, Gyeong-Won Kwak, Dong-Hee Lee, Jisu Bae, Chihoon Lee, Yoon-Seo Kim, Seon-Jin Choi, Jin Seong Park, Sung Beom Cho, Hyunsouk Cho |
| 2025 | ICLR | LongMamba: Enhancing Mamba's Long-Context Capabilities via Training-Free Receptive Field Enlargement. | Zhifan Ye, Kejing Xia, Yonggan Fu, Xin Dong, Jihoon Hong, Xiangchi Yuan, Shizhe Diao, Jan Kautz, Pavlo Molchanov, Yingyan Celine Lin |
| 2024 | MICRO | VGA: Hardware Accelerator for Scalable Long Sequence Model Inference. | Seung Yul Lee, Hyunseung Lee, Jihoon Hong, SangLyul Cho, Jae W. Lee |
| 2023 | DAC | A Memory-Efficient Edge Inference Accelerator with XOR-based Model Compression. | Hyunseung Lee, Jihoon Hong, Soosung Kim, Seung Yul Lee, Jae W. Lee |
| 2020 | IECON | A Multi-Sensor Prognostics Framework Based on Data Fusion and Time Series Similarity Search. | Van Tung Tran, Jihoon Hong |
| 2019 | ETFA | Remaining Useful Life Prediction Using Time-Frequency Feature and Multiple Recurrent Neural Networks. | Jihoon Hong, Qiushi Wang, Xueheng Qiu, Hian-Leng Chan |
| 2019 | IECON | Coarse-to-Fine Tool Condition Monitoring using Multiple Gated Recurrent Units. | Huan Xu, Geok Soon Hong, Jun-Hong Zhou, Jihoon Hong, Keng Soon Woon |
| 2018 | ICARCV | A Feature-Aware Online Learning Approach for Support Vector Machine Classification. | Fang Liu, Kee Jin Lee, Jihoon Hong |
| 2018 | ICARCV | Dispatching of multiple Autonomous Intelligent Vehicles considering stochastic travel times by Genetic Algorithm. | Minh Sang Nguyen, Kee Jin Lee, Jihoon Hong |
| 2018 | IJCNN | Gated Recurrent Units Based Neural Network For Tool Condition Monitoring. | Huan Xu, Chong Zhang, Geok Soon Hong, Junhong Zhou, Jihoon Hong, Keng Soon Woon |
| 2018 | IECON | DOSS: Dual Over Sampling Strategy for Imbalanced Data Classification. | Qiushi Wang, Kee Jin Lee, Jihoon Hong |
| 2016 | GLOBECOM | IGMM-Based Approach for Discovering Co-Located Mobile Users. | Pedro M. Varela, Jihoon Hong, Tomoaki Ohtsuki |
| 2014 | GLOBECOM | Device-free passive localization from signal subspace eigenvectors. | Jihoon Hong, Tomoaki Ohtsuki |
| 2014 | PIMRC | Detecting unexpected fall using array antenna. | Yusuke Hino, Jihoon Hong, Tomoaki Ohtsuki |
| 2014 | PIMRC | A fall detection system using low resolution infrared array sensor. | Shota Mashiyama, Jihoon Hong, Tomoaki Ohtsuki |
| 2013 | PIMRC | Cooperative fall detection using Doppler radar and array sensor. | Jihoon Hong, Shoichiro Tomii, Tomoaki Ohtsuki |
| 2012 | PIMRC | Hidden Markov model based localization using array antenna. | Yusuke Inatomi, Jihoon Hong, Tomoaki Ohtsuki |
| 2011 | PIMRC | A state classification method based on space-time signal processing using SVM for wireless monitoring systems. | Jihoon Hong, Tomoaki Ohtsuki |