(* denotes equal contribution, names are ranked alphabetically)
2022
Co-Designing AI Models and DRAMs for On-Device Training
Sai Qian Zhang, Thierry Tambe, Nestor Cuevas, Jeff Jun Zhang, David Brooks, Gu-Yeon Wei
Under submission.
Accelerating DNN Execution with Adaptive N:M Pruning on Both Weight and Data
Sai Qian Zhang, Thierry Tambe, Bradley McDanel, Xin Dong, Jeff Jun Zhang, David Brooks, Gu-Yeon Wei
Under submission.
Xin Dong, Sai Qian Zhang, Ang Li, H.T. Kung
European Conference on Computer Vision (ECCV), 2022.
Sai Qian Zhang, Jieyu Lin, Qi Zhang
Thirty-sixth AAAI Conference on Artificial Intelligence (AAAI), 2022.
Sai Qian Zhang, Bradley McDanel, H.T. Kung
IEEE International Symposium on High-Performance Computer Architecture (HPCA-28), 2022.
2021
Sai Qian Zhang, Bradley McDanel, H.T. Kung, Xin Dong
ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2021.
Bradley McDanel, H.T. Kung, Sai Qian Zhang
IEEE International Symposium on Circuits and Systems (ISCAS), 2021.
2020
Sai Qian Zhang, Qi Zhang, Jieyu Lin
Neural Information Processing System (NeurIPS), 2020.
H.T. Kung*, Bradley McDanel*, Sai Qian Zhang*
ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2020.
Sai Qian Zhang, Jieyu Lin, Qi Zhang
International Conference on Parallel Processing (ICPP), 2020.
Yuhang li, Xin Dong, Sai Qian Zhang, Haoli Bai, Yuanpeng chen, Wei Wang
Thirty-forth AAAI Conference on Artificial Intelligence (AAAI), 2020.
Jieyu Lin, Kristina Dzeparoska, Sai Qian Zhang, Alberto Leon-Garcia, Nicolas Papernot
IEEE Symposium on Security and Privacy (S&P) Deep Learning and Security workshop, 2020.
2019
Sai Qian Zhang* , Bradley McDanel*, H.T. Kung, Xin Dong
ACM International Conference on Supercomputing (ICS), 2019.
Sai Qian Zhang, Qi Zhang, Jieyu Lin
Neural Information Processing System (NeurIPS), 2019.
H.T. Kung*, Bradley McDanel*, Sai Qian Zhang*
ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2019.
H.T. Kung*, Bradley McDanel*, Sai Qian Zhang*, Xin Dong, Chih Chiang Chen
IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP), 2019.
H.T. Kung*, Bradley McDanel*, Sai Qian Zhang*, et al
IEEE International Symposium on Circuits and Systems (ISCAS), 2019.
2018
Sai Qian Zhang, Feng Xue, Nageen Himayat, Shilpa Talwar, H.T. Kung
IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2018.
H.T. Kung, Bradley McDanel, Sai Qian Zhang
24th International Conference on Pattern Recognition (ICPR), 2018.
H.T. Kung*, Bradley McDanel*, Sai Qian Zhang*
IEEE Workshop on Signal Processing Systems (SiPS), 2018.
2017-2015
Sai Qian Zhang, Qi Zhang, Ali Tizghadam, Byungchul Park, Hadi Bannazadeh, Alberto Leon-Garcia, Raouf Boutaba
Computer Networks 125: 26-40, 2017.
Sai Qian Zhang, Qi Zhang, Ali Tizghadam, Byungchul Park, Hadi Bannazadeh, Alberto Leon-Garcia, Raouf Boutaba
International Teletraffic Congress (ITC), 2016.
Sai Qian Zhang, Ali Tizghadam, Byungchul Park, Hadi Bannazadeh, Alberto Leon-Garcia
IEEE/IFIP Network Operation and Management Symposium (NOMS), 2016.
Qi Zhang, Sai Qian Zhang, Alberto Leon-Garcia, Raouf Boutaba
IEEE International Conference on Distributed Computing Systems (ICDCS), 2015.
Sai Qian Zhang, Qi Zhang, Hadi Bannazadeh, Alberto Leon-Garcia
IEEE Transaction on Network and Service Management (TNSM): 580-594, 2015.
Sai Qian Zhang, Qi Zhang, Hadi Bannazadeh, Alberto Leon-Garcia.
IEEE International Conference on Communication (ICC), 2015.
(best paper award)
Sai Qian Zhang, Pouya Yasrebi, Ali Tizghadam, Hadi Bannazadeh, Alberto Leon-Garcia
IEEE International Conference on Network Protocol (ICNP) workshop on Control, Operation and Application in SDN Protocol, 2015.
Qi Zhang, Sai Qian Zhang, Jieyu Lin, Hadi Bannazadeh, Alberto Leon-Garcia
IEEE International Symposium on Integrated Net-work Management (IM), 2015.