Detailed Description in Readme at Github link
Zhijing Li, Christopher De Sa, Adrain Sampson. Optimizing JPEG Quantization for Classification Networks. at Resource-Constrained Machine Learning Workshop of the Conference on Systems and Machine Learning (ReCoML@SysML2020)
Rachit Nigam, Sachille Atapattu, Samuel Thomas, Zhjing Li, Theodore Bauer, Yuwei Ye, Apurva Koti, Adrian Sampson, Zhiru Zhang. Predictable Accelerator Design with Time-Sensitive Affine Types. to appear at the ACM SIGPLAN Conference on Programming Language Design and Implementation 2020 (PLDI 2020).
Paper in submission to ASLPLOS 2020, wish us luck.
Zhijing Li, Zhao Chen, Yili Zhang, Zixin Huang, and Weikang Qian. “Simultaneous Area and Latency Optimization for Stochastic Circuits by D Flip-flop Insertion.” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (2018).
Junjun Hu, Zhijing Li, Meng Yang, Zixin Huang, and Weikang Qian. “A high-accuracy approximate adder with correct sign calculation.” Integration, the VLSI Journal (2017).