J. Chae, S.J. Quiton, S. Bac, K. Kron, U. Mitra, and S. M. Sharada, ''Toward Efficient Direct Dynamics Studies of Chemical Reactions: A Novel Matrix Completion Algorithm'', J. Chem. Theory Comput. 2022, 18, 7, 4327–4341
Bac, S., Quiton, S. J., Kron, K. J., Chae, J., Mitra, U., & Mallikarjun Sharada, S. (2022). "A matrix completion algorithm for efficient calculation of quantum and variational effects in chemical reactions", The Journal of Chemical Physics, 156(18), 184119.
S. Hong and J. Chae, "Communication-efficient randomized algorithm for multi-kernel online federated learning," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 44, pp. 9872-9886, Dec. 2022. (IF: 24.314)
S. Hong and J. Chae, "Distributed online learning with multiple kernels," IEEE Transactions on Neural Networks and Learning Systems, vol. 34, pp. 1263-1277, Mar. 2023 (IF: 14.255)
S. Hong and J. Chae, "Active learning with multiple kernels,"IEEE Transactions on Neural Networks and Learning Systems, vol. 33, pp. 2980-2994, Jul. 2022. (IF: 14.225)
J. Chae and S. Hong, "Greedy algorithms for sparse and positive signal recovery based on bit-wise MAP detection," IEEE Transactions on Signal Processing, Jun. 2020.
S. Kim, J. Chae and S. Hong, "Machine learning detectors for MU-MIMO systems with one-bit ADCs," IEEE Access, Apr. 2020.
J. Chae, S. Kim and S. Hong, "Stacked Bayesian matching pursuit for one-bit compressed sensing," IEEE Signal Processing Letters, Mar. 2020.
J.Chae, P. Narayanamurthy, S.Bac, S.M.Sharada and U.Mitra, '' Column based matrix approximation with quasi-polynomial structure'', International Conference on Acoustics, Speech, and Signal Processing (ICASSP) June. 2023
J. Chae, U. Mitra and S. Hong, "Fully-Decentralized Multi-kernel Online Learning over Networks," IEEE Global Communications Conference (GLOBECOM) Dec. 2021.
J. Chae and S. Hong, "Stream-Based Active Learning with Multiple Kernels," IEEE International Conference on Information Networking (ICOIN), Jan. 2021.
J. Chae and S. Hong, "A novel B-MAP proxy for greedy sparse signal recovery algorithms," IEEE International Symposium on Information Theory (ISIT) Jul. 2020
J. Chae and S. Hong, "Approximate bit−wise MAP detection for greedy sparse signal recovery algorithms," International Zurich Seminar on Information and Communication (IZS) Feb. 2020