My research interests lie in the areas of both compiler and modeling of quantum systems. Specifically, I am currently working on building efficient quantum computing simulation Eco-system.
This project includes: i) leveraging innovative system optimizations to simulate large and complex quantum circuits. Ii) Developing both front-end and back-end quantum compiler supports for complex quantum circuits. Iii) Building software-hardware co-optimizations for domain-specific (e.g., quantum chemical applications) quantum applications. Iv) Exploring heterogeneous system designs that consist of quantum devices and classical devices. In the long term, I am also interested in quantum error modeling and compiler-guided quantum circuit transformation.
"Scheduling techniques for GPU architectures with processing-in-memory capabilities" Ashutosh Pattnaik, Xulong Tang, Adwait Jog, Onur Kayiran, Asit K Mishra, Mahmut T Kandemir, Onur Mutlu, Chita R Das. Proceedings of the 2016 International Conference on Parallel Architectures and Compilation. 2016.
"Controlled kernel launch for dynamic parallelism in GPUs" Xulong Tang, Ashutosh Pattnaik, Huaipan Jiang, Onur Kayiran, Adwait Jog, Sreepathi Pai, Mohamed Ibrahim, Mahmut T Kandemir, Chita R Das. 2017 IEEE International Symposium on High Performance Computer Architecture … 2017.
"Improving bank-level parallelism for irregular applications" X Tang, M Kandemir, P Yedlapalli, J Kotra. 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture. 2016.
"Sustainable AI Processing at the Edge" Sébastien Ollivier, Sheng Li, Yue Tang, Chayanika Chaudhuri, Peipei Zhou, Xulong Tang, Jingtong Hu, Alex K Jones. arXiv preprint arXiv:2207.01209. 2022.
"Automatic Mapping of the Best-Suited DNN Pruning Schemes for Real-Time Mobile Acceleration" Yifan Gong, Geng Yuan, Zheng Zhan, Wei Niu, Zhengang Li, Pu Zhao, Yuxuan Cai, Sijia Liu, Bin Ren, Xue Lin, Xulong Tang, Yanzhi Wang. ACM Transactions on Design Automation of Electronic Systems (TODAES). 2022.
"Q-GPU: A Recipe of Optimizations for Quantum Circuit Simulation Using GPUs" Yilun Zhao, Yanan Guo, Yuan Yao, Amanda Dumi, Devin M Mulvey, Shiv Upadhyay, Youtao Zhang, Kenneth D Jordan, Jun Yang, Xulong Tang. 2022 IEEE International Symposium on High-Performance Computer Architecture (HPCA). 2022.