| 2026 | ISCA | OASIS: Outlier-Aware LUT-Based GEMM with Dual-Side Quantization for LLM Inference Acceleration. | Xueying Wu, Baijun Zhou, Zhihui Gao, Yuzhe Fu, Qilin Zheng, Yintao He, Hai Li |
| 2024 | DAC | ModSRAM: Algorithm-Hardware Co-Design for Large Number Modular Multiplication in SRAM. | Jonathan Hao-Cheng Ku, Junyao Zhang, Haoxuan Shan, Saichand Samudrala, Jiawen Wu, Qilin Zheng, Ziru Li, Jeyavijayan Rajendran, Yiran Chen |
| 2024 | DAC | A Software-Hardware Co-design Solution for 3D Inner Structure Reconstruction. | Xingchen Li, Zhe Zhou, Qilin Zheng, Guangyu Sun, Qiankun Wang, Chenhao Xue |
| 2024 | DAC | Improving the Efficiency of In-Memory-Computing Macro with a Hybrid Analog-Digital Computing Mode for Lossless Neural Network Inference. | Qilin Zheng, Ziru Li, Jonathan Ku, Yitu Wang, Brady Taylor, Deliang Fan, Yiran Chen |
| 2024 | ISCA | NDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing. | Yitu Wang, Shiyu Li, Qilin Zheng, Linghao Song, Zongwang Li, Andrew Chang, Hai Li, Yiran Chen |
| 2024 | ISCAS | Hybrid Digital/Analog Memristor-based Computing Architecture for Sparse Deep Learning Acceleration. | Qilin Zheng, Shiyu Li, Yitu Wang, Ziru Li, Yiran Chen, Hai (Helen) Li |
| 2023 | ASPDAC | Improving the Robustness and Efficiency of PIM-Based Architecture by SW/HW Co-Design. | Xiaoxuan Yang, Shiyu Li, Qilin Zheng, Yiran Chen |
| 2023 | DAC | Accelerating Sparse Attention with a Reconfigurable Non-volatile Processing-In-Memory Architecture. | Qilin Zheng, Shiyu Li, Yitu Wang, Ziru Li, Yiran Chen, Hai Helen Li |
| 2022 | DAC | ASTERS: adaptable threshold spike-timing neuromorphic design with twin-column ReRAM synapses. | Ziru Li, Qilin Zheng, Bonan Yan, Ru Huang, Bing Li, Yiran Chen |
| 2020 | DAC | Lattice: An ADC/DAC-less ReRAM-based Processing-In-Memory Architecture for Accelerating Deep Convolution Neural Networks. | Qilin Zheng, Zongwei Wang, Zishun Feng, Bonan Yan, Yimao Cai, Ru Huang, Yiran Chen, Chia-Lin Yang, Hai Helen Li |
| 2020 | ICCAD | MobiLattice: A Depth-wise DCNN Accelerator with Hybrid Digital/Analog Nonvolatile Processing-In-Memory Block. | Qilin Zheng, Xingchen Li, Zongwei Wang, Guangyu Sun, Yimao Cai, Ru Huang, Yiran Chen, Hai Li |
| 2019 | ISCAS | Enhance the Robustness to Time Dependent Variability of ReRAM-Based Neuromorphic Computing Systems with Regularization and 2R Synapse. | Qilin Zheng, Jian Kang, Zongwei Wang, Yimao Cai, Ru Huang, Bing Li, Yiran Chen, Hai Helen Li |