| 2025 | DAC | DANN: Diffractive Acoustic Neural Network for in-sensor computing system target at multi-biomarker diagnosis. | Lewei He, Ning Lin, Binbin Cui, Xinran Zhang, Shiming Zhang, Zhongrui Wang |
| 2025 | DAC | Re | Ning Lin, Yi Li, Yangu He, Songqi Wang, Hegan Chen, Kwunhang Wong, Chuxin Li, Jichang Yang, Yifei Yu, Meng Xu, Yongkang Han, Rui Chen, Xiaoming Chen, Xiaoxin Xu, Jianguo Yang, Dashan Shang, Zhongrui Wang |
| 2025 | DAC | Guarder: A Stable and Lightweight Reconfigurable RRAM-based PIM Accelerator for DNN IP Protection. | Ning Lin, Yi Li, Jiankun Li, Jichang Yang, Yangu He, Yukui Luo, Dashan Shang, Xiaoming Chen, Xiaojuan Qi, Zhongrui Wang |
| 2025 | DAC | Efficient Edge Vision Transformer Accelerator with Decoupled Chunk Attention and Hybrid Computing-In-Memory. | Yi Li, Zijian Ye, Xiangqu Fu, Songqi Wang, Shucheng Du, Ning Lin, Dashan Shang, Jinshan Yue, Zhongrui Wang, Xiaojuan Qi, Feng Zhang, Han Wang |
| 2025 | DAC | SeDA: Secure and Efficient DNN Accelerators with Hardware/Software Synergy. | Wei Xuan, Zhongrui Wang, Lang Feng, Ning Lin, Zihao Xuan, Rongliang Fu, Tsung-Yi Ho, Yuzhong Jiao, Luhong Liang |
| 2025 | ICCAD | When Pipelined In-Memory Accelerators Meet Spiking Direct Feedback Alignment: A Co-Design for Neuromorphic Edge Computing. | Haoxiong Ren, Yangu He, Kwunhang Wong, Rui Bao, Ning Lin, Zhongrui Wang, Dashan Shang |
| 2025 | KDD | SlotPi: Physics-informed Object-centric Reasoning Models. | Jian Li, Han Wan, Ning Lin, Yu-Liang Zhan, Ruizhi Chengze, Haining Wang, Yi Zhang, Hongsheng Liu, Zidong Wang, Fan Yu, Hao Sun |
| 2024 | DAC | Older and Wiser: The Marriage of Device Aging and Intellectual Property Protection of DNNs. | Ning Lin, Shaocong Wang, Yue Zhang, Yangu He, Kwunhang Wong, Arindam Basu, Dashan Shang, Xiaoming Chen, Zhongrui Wang |
| 2024 | ICCAD | LSMR: Synergy Randomness in Liquid State Machine and RRAM-based Analog-digital Accelerator. | Ning Lin, Songqi Wang, Xinyuan Zhang, Shaocong Wang, Yangu He, Woyu Zhang, Bo Wang, Jiankun Li, Mingzi Li, Binbin Cui, Yi Li, Jia Chen, Chunwei Xia, Wei Xuan, Xiaoming Chen, Dashan Shang, Zhongrui Wang |
| 2024 | ICCAD | SNNGX: Securing Spiking Neural Networks with Genetic XOR Encryption on RRAM-based Neuromorphic Accelerator. | Kwunhang Wong, Songqi Wang, Wei Huang, Xinyuan Zhang, Yangu He, Karl Ming Him Lai, Yuzhong Jiao, Ning Lin, Xiaojuan Qi, Xiaoming Chen, Zhongrui Wang |
| 2024 | ICCD | RNC: Efficient RRAM-aware NAS and Compilation for DNNs on Resource-Constrained Edge Devices. | Kam Chi Loong, Shihao Han, Sishuo Liu, Ning Lin, Zhongrui Wang |
| 2024 | SRDS | DTC: Real-Time and Accurate Distributed Triangle Counting in Fully Dynamic Graph Streams. | Wei Xuan, Yan Liang, Huawei Cao, Ning Lin, Xiaochun Ye, Dongrui Fan |
| 2023 | ISKE | Lightweight Glass Insulator Self-Explosion Defect Detection Method Based on YOLOv5. | Xinlin Liu, Ning Lin, Zhiqiang Wang |
| 2023 | ISKE | Object Detection Method for Foreign Substances on High-Voltage Transmission Lines Based on Deep Learning. | Xinlin Liu, Zhuyi Rao, Ning Lin |
| 2019 | ASPDAC | Redeeming chip-level power efficiency by collaborative management of the computation and communication. | Ning Lin, Hang Lu, Xin Wei, Xiaowei Li |
| 2019 | DAC | HeadStart: Enforcing Optimal Inceptions in Pruning Deep Neural Networks for Efficient Inference on GPGPUs. | Ning Lin, Hang Lu, Xin Wei, Xiaowei Li |
| 2019 | ICCD | VNet: A Versatile Network for Efficient Real-Time Semantic Segmentation. | Ning Lin, Hang Lu, Jingliang Gao, Shunjie Qiao, Xiaowei Li |
| 2019 | ICCD | When Deep Learning Meets the Edge: Auto-Masking Deep Neural Networks for Efficient Machine Learning on Edge Devices. | Ning Lin, Hang Lu, Xing Hu, Jingliang Gao, Mingzhe Zhang, Xiaowei Li |
| 2018 | ICCAD | Tetris: re-architecting convolutional neural network computation for machine learning accelerators. | Hang Lu, Xin Wei, Ning Lin, Guihai Yan, Xiaowei Li |
| 2018 | MMSP | Reduced-Reference Image Quality Assessment Based on Free-Energy Principle with Multi-Channel Decomposition. | Wenhan Zhu, Guangtao Zhai, Yutao Liu, Ning Lin, Xiaokang Yang |
| 2014 | MMSP | Music recommendation based on artist novelty and similarity. | Ning Lin, Ping-Chia Tsai, Yu-An Chen, Homer H. Chen |
| 2005 | MICCAI | A Boundary Element-Based Approach to Analysis of LV Deformation. | Ping Yan, Ning Lin, Albert J. Sinusas, James S. Duncan |
| 2003 | MICCAI | Analysis of Left Ventricular Motion Using a General Robust Point Matching Algorithm. | Ning Lin, Xenophon Papademetris, Albert J. Sinusas, James S. Duncan |
| 2002 | MICCAI | Combinative Multi-scale Level Set Framework for Echocardiographic Image Segmentation. | Ning Lin, Weichuan Yu, James S. Duncan |