Cooperative Deep Reinforcement Learning for Large-Scale Traffic Grid Signal Control. - Tian Tan 003; Feng Bao 002; Yue Deng 001; Alex Jin; Qionghai Dai; Jie Wang 006 (IEEE Trans. Cybern., 2020)

Training Large-Vocabulary Neural Language Models by Private Federated Learning for Resource-Constrained Devices. - Mingbin Xu; Congzheng Song; Ye Tian; Neha Agrawal; Filip Granqvist; Rogier C. van Dalen; Xiao Zhang; Arturo Argueta; Shiyi Han; Yaqiao Deng; Leo Liu; Anmol Walia; et al. (ICASSP, 2023)

Conformer-Based Speech Recognition On Extreme Edge-Computing Devices. - Mingbin Xu; Alex Jin; Sicheng Wang 004; Mu Su; Tim Ng; Henry Mason; Shiyi Han; Yaqiao Deng; Zhen Huang 001; Mahesh Krishnamoorthy (CoRR, 2023)

POSTER: MalaQ - A Malware Against Quantum Computer. - Siyi Wang; Alex Jin; Suman Deb; Tarun Dutta; Manas Mukherjee; Anupam Chattopadhyay (AsiaCCS, 2024)

Conformer-Based Speech Recognition On Extreme Edge-Computing Devices. - Mingbin Xu; Alex Jin; Sicheng Wang 004; Mu Su; Tim Ng; Henry Mason; Shiyi Han; Zhihong Lei; Yaqiao Deng; Zhen Huang 001; Mahesh Krishnamoorthy (NAACL (Industry Track), 2024)