PUBLICATIONS

For a completed list of publications, see my Google Scholar

(* denotes equal contribution, names are ranked alphabetically)

2024

  • T3M: Text Guided 3D Human Motion Synthesis from Speech

         Wenshuo Peng, Kaipeng Zhang, Sai Qian Zhang

         Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2024.

 

  • sLLM: Accelerating LLM Inference using Semantic Load Balancing with Shared Memory Data Structures

         Jieyu Lin, Sai Qian Zhang, Alberto Leon-Garcia

         International Symposium on Quality Electronic Design (ISQED), 2024.

 

  • Learning Client Selection Strategy for Federated Learning across Heterogeneous Mobile Devices

         Sai Qian Zhang, Jieyu Lin, Qi Zhang, Yu-jia Chen

         International Symposium on Quality Electronic Design (ISQED), 2024.

 

         Sai Qian Zhang*, Thierry Tambe*, Nestor Cuevas, David Brooks, Gu-Yeon Wei

         IEEE International Symposium on High-Performance Computer Architecture (HPCA), 2024.

2023

  • 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.

 

  • Softmax Acceleration with Adaptive Numeric Format for both Training and Inference

    Tianhua Xia, Sai Qian Zhang

    Under submission.

2022

         Xin Dong, Sai Qian Zhang, Ang Li, H.T. Kung

         European Conference on Computer Vision (ECCV), 2022.

 

 

         Sai Qian Zhang, Bradley McDanel, H.T. Kung

         IEEE International Symposium on High-Performance Computer Architecture (HPCA), 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.

 

2020

         Sai Qian Zhang, Qi Zhang, Jieyu Lin

         Neural Information Processing System (NeurIPS), 2020.

 

          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.

 

 

         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*

         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.