(* denotes equal contribution, names are ranked alphabetically)

 

2022

  • CAMEL: Co-Designing AI Models and Embedded DRAMs for Efficient On-Device Learning

             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.

  • Hyperspherical Federated Learning

         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.