FASTrust: Feature analysis for third-party IP trust verification. - Song Yao; Xiaoming Chen 003; Jie Zhang 046; Qiaoyi Liu; Jia Wang; Qiang Xu 001; Yu Wang 002; Huazhong Yang (ITC, 2015)

Low-overhead implementation of logic encryption using gate replacement techniques. - Xiaoming Chen 003; Qiaoyi Liu; Yu Wang 002; Qiang Xu 001; Huazhong Yang (ISQED, 2017)

DNN Dataflow Choice Is Overrated. - Xuan Yang; Mingyu Gao 001; Jing Pu; Ankita Nayak; Qiaoyi Liu; Steven Bell; Jeff Setter; Kaidi Cao; Heonjae Ha; Christos Kozyrakis; Mark Horowitz (CoRR, 2018)

Hardware Trojan Detection in Third-Party Digital Intellectual Property Cores by Multilevel Feature Analysis. - Xiaoming Chen 003; Qiaoyi Liu; Song Yao; Jia Wang; Qiang Xu 001; Yu Wang 002; Yongpan Liu; Huazhong Yang (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018)

Interstellar: Using Halide's Scheduling Language to Analyze DNN Accelerators. - Xuan Yang; Mingyu Gao 001; Qiaoyi Liu; Jeff Setter; Jing Pu; Ankita Nayak; Steven Bell; Kaidi Cao; Heonjae Ha; Priyanka Raina; Christos Kozyrakis; Mark Horowitz (ASPLOS, 2020)

Creating an Agile Hardware Design Flow. - Rick Bahr; Clark W. Barrett; Nikhil Bhagdikar; Alex Carsello; Ross Daly; Caleb Donovick; David Durst; Kayvon Fatahalian; Kathleen Feng; Pat Hanrahan; Teguh Hofstee; Mark Horowitz; et al. (DAC, 2020)

Automating System Configuration. - Nestan Tsiskaridze; Maxwell Strange; Makai Mann; Kavya Sreedhar; Qiaoyi Liu; Mark Horowitz; Clark W. Barrett (FMCAD, 2021)

Compiling Halide Programs to Push-Memory Accelerators. - Qiaoyi Liu; Dillon Huff; Jeff Setter; Maxwell Strange; Kathleen Feng; Kavya Sreedhar; Ziheng Wang; Keyi Zhang; Mark Horowitz; Priyanka Raina; Fredrik Kjolstad (CoRR, 2021)

Amber: Coarse-Grained Reconfigurable Array-Based SoC for Dense Linear Algebra Acceleration. - Kathleen Feng; Alex Carsello; Taeyoung Kong; Kalhan Koul; Qiaoyi Liu; Jackson Melchert; Gedeon Nyengele; Maxwell Strange; Keyi Zhang; Ankita Nayak; Jeff Setter; James Thomas 003; et al. (HCS, 2022)

Amber: A 367 GOPS, 538 GOPS/W 16nm SoC with a Coarse-Grained Reconfigurable Array for Flexible Acceleration of Dense Linear Algebra. - Alex Carsello; Kathleen Feng; Taeyoung Kong; Kalhan Koul; Qiaoyi Liu; Jackson Melchert; Gedeon Nyengele; Maxwell Strange; Keyi Zhang; Ankita Nayak; Jeff Setter; James Thomas 003; et al. (VLSI Technology and Circuits, 2022)

AHA: An Agile Approach to the Design of Coarse-Grained Reconfigurable Accelerators and Compilers. - Kalhan Koul; Jackson Melchert; Kavya Sreedhar; Leonard Truong; Gedeon Nyengele; Keyi Zhang; Qiaoyi Liu; Jeff Setter; Po-Han Chen; Yuchen Mei; Maxwell Strange; Ross Daly; et al. (ACM Trans. Embed. Comput. Syst., 2023)

Unified Buffer: Compiling Image Processing and Machine Learning Applications to Push-Memory Accelerators. - Qiaoyi Liu; Jeff Setter; Dillon Huff; Maxwell Strange; Kathleen Feng; Mark Horowitz; Priyanka Raina; Fredrik Kjolstad (ACM Trans. Archit. Code Optim., 2023)

Onyx: A Programmable Accelerator for Sparse Tensor Algebra. - Kalhan Koul; Maxwell Strange; Jackson Melchert; Alex Carsello; Yuchen Mei; Olivia Hsu; Taeyoung Kong; Po-Han Chen; Huifeng Ke; Keyi Zhang; Qiaoyi Liu; Gedeon Nyengele; et al. (HCS, 2024)

Onyx: A 12nm 756 GOPS/W Coarse-Grained Reconfigurable Array for Accelerating Dense and Sparse Applications. - Kalhan Koul; Maxwell Strange; Jackson Melchert; Alex Carsello; Yuchen Mei; Olivia Hsu; Taeyoung Kong; Po-Han Chen; Huifeng Ke; Keyi Zhang; Qiaoyi Liu; Gedeon Nyengele; et al. (VLSI Technology and Circuits, 2024)

Amber: A 16-nm System-on-Chip With a Coarse- Grained Reconfigurable Array for Flexible Acceleration of Dense Linear Algebra. - Kathleen Feng; Taeyoung Kong; Kalhan Koul; Jackson Melchert; Alex Carsello; Qiaoyi Liu; Gedeon Nyengele; Maxwell Strange; Keyi Zhang; Ankita Nayak; Jeff Setter; James Thomas 003; et al. (IEEE J. Solid State Circuits, 2024)

Cascade: An Application Pipelining Toolkit for Coarse-Grained Reconfigurable Arrays. - Jackson Melchert; Yuchen Mei; Kalhan Koul; Qiaoyi Liu; Mark Horowitz; Priyanka Raina (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Scientists, but deny science? Climate change sceptics networks on YouTube led by scientists. - Qiaoyi Liu; Yuheun Kim; Jeff Hemsley (Inf. Res., 2025)

The role of ontologies in machine learning: a case study of gene ontology. - Qiaoyi Liu; Jian Qin 001 (Inf. Res., 2025)