Using emerging technologies for hardware security beyond PUFs. - An Chen; Xiaobo Sharon Hu; Yier Jin; Michael T. Niemier; Xunzhao Yin (DATE, 2016)

Design of latches and flip-flops using emerging tunneling devices. - Xunzhao Yin; Behnam Sedighi; Michael T. Niemier; Xiaobo Sharon Hu (DATE, 2016)

Enhancing Hardware Security with Emerging Transistor Technologies. - Yu Bi; Xiaobo Sharon Hu; Yier Jin; Michael T. Niemier; Kaveh Shamsi; Xunzhao Yin (ACM Great Lakes Symposium on VLSI, 2016)

Exploiting ferroelectric FETs for low-power non-volatile logic-in-memory circuits. - Xunzhao Yin; Ahmedullah Aziz; Joseph Nahas; Suman Datta; Sumeet Kumar Gupta; Michael T. Niemier; Xiaobo Sharon Hu (ICCAD, 2016)

Emerging Technology-Based Design of Primitives for Hardware Security. - Yu Bi; Kaveh Shamsi; Jiann-Shiun Yuan; Pierre-Emmanuel Gaillardon; Giovanni De Micheli; Xunzhao Yin; Xiaobo Sharon Hu; Michael T. Niemier; Yier Jin (ACM J. Emerg. Technol. Comput. Syst., 2016)

Design and benchmarking of ferroelectric FET based TCAM. - Xunzhao Yin; Michael T. Niemier; Xiaobo Sharon Hu (DATE, 2017)

An analog SAT solver based on a deterministic dynamical system: (Invited paper). - Xunzhao Yin; Zoltán Toroczkai; Xiaobo Sharon Hu (ICCAD, 2017)

Computing with ferroelectric FETs: Devices, models, systems, and applications. - Ahmedullah Aziz; Evelyn T. Breyer; An Chen; Xiaoming Chen 003; Suman Datta; Sumeet Kumar Gupta; Michael Hoffmann 008; Xiaobo Sharon Hu; Adrian M. Ionescu; Matthew Jerry; Thomas Mikolajick; Halid Mulaosmanovic; et al. (DATE, 2018)

Design and optimization of FeFET-based crossbars for binary convolution neural networks. - Xiaoming Chen 003; Xunzhao Yin; Michael T. Niemier; Xiaobo Sharon Hu (DATE, 2018)

Emerging reconfigurable nanotechnologies: can they support future electronics? - Shubham Rai; Srivatsa Rangachar Srinivasa; Patsy Cadareanu; Xunzhao Yin; Xiaobo Sharon Hu; Pierre-Emmanuel Gaillardon; Vijaykrishnan Narayanan; Akash Kumar 001 (ICCAD, 2018)

Efficient Analog Circuits for Boolean Satisfiability. - Xunzhao Yin; Behnam Sedighi; Melinda Varga; Mária Ercsey-Ravasz; Zoltán Toroczkai; Xiaobo Sharon Hu (IEEE Trans. Very Large Scale Integr. Syst., 2018)

Ferroelectric FET Based In-Memory Computing for Few-Shot Learning. - Ann Franchesca Laguna; Xunzhao Yin; Dayane Alfenas Reis; Michael T. Niemier; Xiaobo Sharon Hu (ACM Great Lakes Symposium on VLSI, 2019)

The Impact of Emerging Technologies on Architectures and System-level Management: Invited Paper. - Jörg Henkel; Hussam Amrouch; Martin Rapp; Sami Salamin; Dayane Reis; Di Gao; Xunzhao Yin; Michael T. Niemier; Cheng Zhuo; Xiaobo Sharon Hu; Hsiang-Yun Cheng; Chia-Lin Yang (ICCAD, 2019)

Ferroelectric FET Based TCAM Designs for Energy Efficient Computing. - Xunzhao Yin; Dayane Alfenas Reis; Michael T. Niemier; Xiaobo Sharon Hu (ISVLSI, 2019)

An Ultra-Dense 2FeFET TCAM Design Based on a Multi-Domain FeFET Model. - Xunzhao Yin; Kai Ni 004; Dayane Alfenas Reis; Suman Datta; Michael T. Niemier; Xiaobo Sharon Hu (IEEE Trans. Circuits Syst. II Express Briefs, 2019)

Ferroelectric FETs-Based Nonvolatile Logic-in-Memory Circuits. - Xunzhao Yin; Xiaoming Chen 003; Michael T. Niemier; Xiaobo Sharon Hu (IEEE Trans. Very Large Scale Integr. Syst., 2019)

Nonvolatile and Energy-Efficient FeFET-Based Multiplier for Energy-Harvesting Devices. - Mengyuan Li 001; Xunzhao Yin; Xiaobo Sharon Hu; Cheng Zhuo (ASP-DAC, 2020)

Emerging Neural Workloads and Their Impact on Hardware. - David Brooks 001; Martin M. Frank; Tayfun Gokmen; Udit Gupta; Xiaobo Sharon Hu; Shubham Jain; Ann Franchesca Laguna; Michael T. Niemier; Ian O'Connor; Anand Raghunathan; Ashish Ranjan 001; Dayane Reis; et al. (DATE, 2020)

AxR-NN: Approximate Computation Reuse for Energy-Efficient Convolutional Neural Networks. - Dongning Ma; Xunzhao Yin; Michael T. Niemier; Xiaobo Sharon Hu; Xun Jiao (ACM Great Lakes Symposium on VLSI, 2020)

Modeling and Benchmarking Computing-in-Memory for Design Space Exploration. - Dayane Reis; Di Gao; Shaahin Angizi; Xunzhao Yin; Deliang Fan; Michael T. Niemier; Cheng Zhuo; Xiaobo Sharon Hu (ACM Great Lakes Symposium on VLSI, 2020)

Optimally Approximated and Unbiased Floating-Point Multiplier with Runtime Configurability. - Chuangtao Chen 001; Sen Yang; Weikang Qian; Mohsen Imani; Xunzhao Yin; Cheng Zhuo (ICCAD, 2020)

Seed-and-Vote based In-Memory Accelerator for DNA Read Mapping. - Ann Franchesca Laguna; Hasindu Gamaarachchi; Xunzhao Yin; Michael T. Niemier; Sri Parameswaran; Xiaobo Sharon Hu (ICCAD, 2020)

Countering Variations and Thermal Effects for Accurate Optical Neural Networks. - Ying Zhu 008; Grace Li Zhang; Bing Li 005; Xunzhao Yin; Cheng Zhuo; Huaxi Gu; Tsung-Yi Ho; Ulf Schlichtmann (ICCAD, 2020)

A Convolutional Neural Network Accelerator Architecture with Fine-Granular Mixed Precision Configurability. - Xian Zhou; Li Zhang 021; Chuliang Guo; Xunzhao Yin; Cheng Zhuo (ISCAS, 2020)

An Efficient and Flexible Learning Framework for Dynamic Power and Thermal Co-Management. - Yuan Cao; Tianhao Shen; Li Zhang 021; Xunzhao Yin; Cheng Zhuo (MLCAD, 2020)

Analog Content Addressable Memory using Ferroelectric: A Case Study of Search-in-Memory. - Chuangtao Chen 001; Qingrong Huang; Chao Li 062; Li Zhang 021; Cheng Zhuo; Xunzhao Yin (SoCC, 2020)

FeCAM: A Universal Compact Digital and Analog Content Addressable Memory Using Ferroelectric. - Xunzhao Yin; Chao Li 065; Qingrong Huang; Li Zhang 021; Michael T. Niemier; Xiaobo Sharon Hu; Cheng Zhuo; Kai Ni 004 (CoRR, 2020)

The Impact of Ferroelectric FETs on Digital and Analog Circuits and Architectures. - Xiaoming Chen 003; Kai Ni 004; Michael T. Niemier; Dayane Reis; Xiaoyu Sun 001; Panni Wang; Suman Datta; Xiaobo Sharon Hu; Xunzhao Yin; Matthew Jerry; Shimeng Yu; Ann Franchesca Laguna (IEEE Des. Test, 2020)

SearcHD: A Memory-Centric Hyperdimensional Computing With Stochastic Training. - Mohsen Imani; Xunzhao Yin; John Messerly; Saransh Gupta; Michael T. Niemier; Xiaobo Sharon Hu; Tajana Rosing (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Cross-layer Design for Computing-in-Memory: From Devices, Circuits, to Architectures and Applications. - Hussam Amrouch; Xiaobo Sharon Hu; Mohsen Imani; Ann Franchesca Laguna; Michael T. Niemier; Simon Thomann; Xunzhao Yin; Cheng Zhuo (ASP-DAC, 2021)

Robustness of Neuromorphic Computing with RRAM-based Crossbars and Optical Neural Networks. - Grace Li Zhang; Bing Li 005; Ying Zhu 008; Tianchen Wang; Yiyu Shi 001; Xunzhao Yin; Cheng Zhuo; Huaxi Gu; Tsung-Yi Ho; Ulf Schlichtmann (ASP-DAC, 2021)

Bayesian Inference Based Robust Computing on Memristor Crossbar. - Di Gao; Qingrong Huang; Grace Li Zhang; Xunzhao Yin; Bing Li 005; Ulf Schlichtmann; Cheng Zhuo (DAC, 2021)

RegHD: Robust and Efficient Regression in Hyper-Dimensional Learning System. - Alejandro Hernández-Cano; Cheng Zhuo; Xunzhao Yin; Mohsen Imani (DAC, 2021)

Cognitive Correlative Encoding for Genome Sequence Matching in Hyperdimensional System. - Prathyush Poduval; Zhuowen Zou; Xunzhao Yin; Elaheh Sadredini; Mohsen Imani (DAC, 2021)

Joint Sparsity with Mixed Granularity for Efficient GPU Implementation. - Chuliang Guo; Xingang Yan; Yufei Chen 007; He Li 008; Xunzhao Yin; Cheng Zhuo (DATE, 2021)

Energy-Aware Designs of Ferroelectric Ternary Content Addressable Memory. - Yu Qian; Zhenhao Fan; Haoran Wang; Chao Li 065; Mohsen Imani; Kai Ni 004; Grace Li Zhang; Bing Li 005; Ulf Schlichtmann; Cheng Zhuo; Xunzhao Yin (DATE, 2021)

Real-Time and Robust Hyperdimensional Classification. - Alejandro Hernández-Cano; Cheng Zhuo; Xunzhao Yin; Mohsen Imani (ACM Great Lakes Symposium on VLSI, 2021)

ICCAD Tutorial Session Paper Ferroelectric FET Technology and Applications: From Devices to Systems. - Hussam Amrouch; Di Gao; Xiaobo Sharon Hu; Arman Kazemi; Ann Franchesca Laguna; Kai Ni 004; Michael T. Niemier; Mohammad Mehdi Sharifi; Simon Thomann; Xunzhao Yin; Cheng Zhuo (ICCAD, 2021)

Reliable Memristor-based Neuromorphic Design Using Variation- and Defect-Aware Training. - Di Gao; Grace Li Zhang; Xunzhao Yin; Bing Li 005; Ulf Schlichtmann; Cheng Zhuo (ICCAD, 2021)

Regularization-Free Structural Pruning for GPU Inference Acceleration. - Chuliang Guo; Yanbing Yang; Li Zhang 021; Shaodi Wang; He Li 008; Keyu Long; Xunzhao Yin; Cheng Zhuo (ISQED, 2021)

Robust In-Memory Computing with Hyperdimensional Stochastic Representation. - Prathyush Poduval; Mariam Issa; Farhad Imani; Cheng Zhuo; Xunzhao Yin; M. Hassan Najafi; Mohsen Imani (NANOARCH, 2021)

On the Reliability of In-Memory Computing: Impact of Temperature on Ferroelectric TCAM. - Simon Thomann; Chao Li 065; Cheng Zhuo; Om Prakash 007; Xunzhao Yin; Xiaobo Sharon Hu; Hussam Amrouch (VTS, 2021)

Deep Random Forest with Ferroelectric Analog Content Addressable Memory. - Xunzhao Yin; Franz Müller 001; Ann Franchesca Laguna; Chao Li 065; Wenwen Ye; Qingrong Huang; Qinming Zhang; Zhiguo Shi 001; Maximilian Lederer; Nellie Laleni; Shan Deng; Zijian Zhao 001; et al. (CoRR, 2021)

A Reconfigurable Multiplier for Signed Multiplications with Asymmetric Bit-Widths. - Chuliang Guo; Li Zhang 021; Xian Zhou; Grace Li Zhang; Bing Li 005; Weikang Qian; Xunzhao Yin; Cheng Zhuo (ACM J. Emerg. Technol. Comput. Syst., 2021)

MACSen: A Processing-In-Sensor Architecture Integrating MAC Operations Into Image Sensor for Ultra-Low-Power BNN-Based Intelligent Visual Perception. - Han Xu 006; Ziru Li; Ningchao Lin; Qi Wei 001; Fei Qiao; Xunzhao Yin; Huazhong Yang (IEEE Trans. Circuits Syst. II Express Briefs, 2021)

Approximate Multiplier Design for Energy Efficiency: From Circuit to Algorithm. - Ying Wu; Chuangtao Chen 001; Chenyi Wen; Weikang Qian; Xunzhao Yin; Cheng Zhuo (Approximate Computing, 2022)

An Analog Clock-free Compute Fabric base on Continuous-Time Dynamical System for Solving Combinatorial Optimization Problems. - Muya Chang; Xunzhao Yin; Zoltán Toroczkai; Xiaobo Hu 001; Arijit Raychowdhury (CICC, 2022)

Energy efficient data search design and optimization based on a compact ferroelectric FET content addressable memory. - Jiahao Cai; Mohsen Imani; Kai Ni 004; Grace Li Zhang; Bing Li 005; Ulf Schlichtmann; Cheng Zhuo; Xunzhao Yin (DAC, 2022)

Worst-case dynamic power distribution network noise prediction using convolutional neural network. - Xiao Dong; Yufei Chen 007; Xunzhao Yin; Cheng Zhuo (DAC, 2022)

iMARS: an in-memory-computing architecture for recommendation systems. - Mengyuan Li 001; Ann Franchesca Laguna; Dayane Reis; Xunzhao Yin; Michael T. Niemier; X. Sharon Hu (DAC, 2022)

HDPG: hyperdimensional policy-based reinforcement learning for continuous control. - Yang Ni 001; Mariam Issa; Danny Abraham; Mahdi Imani; Xunzhao Yin; Mohsen Imani (DAC, 2022)

Eva-CAM: A Circuit/Architecture-Level Evaluation Tool for General Content Addressable Memories. - Liu Liu; Mohammad Mehdi Sharifi; Ramin Rajaei; Arman Kazemi; Kai Ni 004; Xunzhao Yin; Michael T. Niemier; Xiaobo Sharon Hu (DATE, 2022)

Energy-Efficient Brain-Inspired Hyperdimensional Computing Using Voltage Scaling. - Sizhe Zhang; Ruixuan Wang; Dongning Ma; Jeff Jun Zhang; Xunzhao Yin; Xun Jiao (DATE, 2022)

COSIME: FeFET Based Associative Memory for In-Memory Cosine Similarity Search. - Che-Kai Liu; Haobang Chen; Mohsen Imani; Kai Ni 004; Arman Kazemi; Ann Franchesca Laguna; Michael T. Niemier; Xiaobo Sharon Hu; Liang Zhao; Cheng Zhuo; Xunzhao Yin (ICCAD, 2022)

Aging Aware Retraining for Memristor-based Neuromorphic Computing. - Wenwen Ye; Grace Li Zhang; Bing Li 005; Ulf Schlichtmann; Cheng Zhuo; Xunzhao Yin (ISCAS, 2022)

An Ultra-Compact Single FeFET Binary and Multi-Bit Associative Search Engine. - Xunzhao Yin; Franz Müller 001; Qingrong Huang; Chao Li 065; Mohsen Imani; Zeyu Yang; Jiahao Cai; Maximilian Lederer; Ricardo Olivo; Nellie Laleni; Shan Deng; Zijian Zhao 001; et al. (CoRR, 2022)

OTFPF: Optimal Transport-Based Feature Pyramid Fusion Network for Brain Age Estimation with 3D Overlapped ConvNeXt. - Yu Fu; Yanyan Huang; Yalin Wang 001; Shunjie Dong; Le Xue; Xunzhao Yin; Qianqian Yang 002; Yiyu Shi 001; Cheng Zhuo (CoRR, 2022)

A Homogeneous Processing Fabric for Matrix-Vector Multiplication and Associative Search Using Ferroelectric Time-Domain Compute-in-Memory. - Xunzhao Yin; Qingrong Huang; Franz Müller 001; Shan Deng; Alptekin Vardar; Sourav De 002; Zhouhang Jiang; Mohsen Imani; Cheng Zhuo; Thomas Kämpfe; Kai Ni 004 (CoRR, 2022)

Computing-In-Memory Using Ferroelectrics: From Single- to Multi-Input Logic. - Qingrong Huang; Dayane Reis; Chao Li 065; Di Gao; Michael T. Niemier; Xiaobo Sharon Hu; Mohsen Imani; Xunzhao Yin; Cheng Zhuo (IEEE Des. Test, 2022)

PAM: A Piecewise-Linearly-Approximated Floating-Point Multiplier With Unbiasedness and Configurability. - Chuangtao Chen 001; Weikang Qian; Mohsen Imani; Xunzhao Yin; Cheng Zhuo (IEEE Trans. Computers, 2022)

FeFET Multi-Bit Content-Addressable Memories for In-Memory Nearest Neighbor Search. - Arman Kazemi; Mohammad Mehdi Sharifi; Ann Franchesca Laguna; Franz Müller 001; Xunzhao Yin; Thomas Kämpfe; Michael T. Niemier; X. Sharon Hu (IEEE Trans. Computers, 2022)

Improving Fault Tolerance for Reliable DNN Using Boundary-Aware Activation. - Jinyu Zhan; Ruoxu Sun; Wei Jiang 016; Yucheng Jiang; Xunzhao Yin; Cheng Zhuo (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

VirtualSync+: Timing Optimization With Virtual Synchronization. - Grace Li Zhang; Bing Li 005; Xing Huang 001; Xunzhao Yin; Cheng Zhuo; Masanori Hashimoto; Ulf Schlichtmann (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Senputing: An Ultra-Low-Power Always-On Vision Perception Chip Featuring the Deep Fusion of Sensing and Computing. - Han Xu 006; Ningchao Lin; Li Luo; Qi Wei 001; Runsheng Wang; Cheng Zhuo; Xunzhao Yin; Fei Qiao; Huazhong Yang (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

Approximate Floating-Point FFT Design with Wide Precision-Range and High Energy Efficiency. - Chenyi Wen; Ying Wu; Xunzhao Yin; Cheng Zhuo (ASP-DAC, 2023)

SteppingNet: A Stepping Neural Network with Incremental Accuracy Enhancement. - Wenhao Sun; Grace Li Zhang; Xunzhao Yin; Cheng Zhuo; Huaxi Gu; Bing Li 005; Ulf Schlichtmann (DATE, 2023)

Reconfigurable ferroelectric hafnium oxide FeFET fabricated in 28 nm CMOS technology for mmWave applications. - Sukhrob Abdulazhanov; Quang Huy Le; Dang Khoa Huynh; Maximilian Lederer; Yannick Raffel; Kai Ni 004; Xunzhao Yin; Thomas Kämpfe; Gerald Gerlach (ESSDERC, 2023)

SEE-MCAM: Scalable Multi-Bit FeFET Content Addressable Memories for Energy Efficient Associative Search. - Shengxi Shou; Che-Kai Liu; Sanggeon Yun; Zishen Wan; Kai Ni 004; Mohsen Imani; X. Sharon Hu; Jianyi Yang 003; Cheng Zhuo; Xunzhao Yin (ICCAD, 2023)

Expressivity Enhancement with Efficient Quadratic Neurons for Convolutional Neural Networks. - Chuangtao Chen 001; Grace Li Zhang; Xunzhao Yin; Cheng Zhuo; Ulf Schlichtmann; Bing Li 005 (CoRR, 2023)

A Ferroelectric Compute-in-Memory Annealer for Combinatorial Optimization Problems. - Xunzhao Yin; Yu Qian; Alptekin Vardar; Marcel Gunther; Franz Müller 001; Nellie Laleni; Zijian Zhao 001; Zhouhang Jiang; Zhiguo Shi 001; Yiyu Shi 001; Xiao Gong; Cheng Zhuo; et al. (CoRR, 2023)

A Reconfigurable FeFET Content Addressable Memory for Multi-State Hamming Distance. - Liu Liu; Ann Franchesca Laguna; Ramin Rajaei; Mohammad Mehdi Sharifi; Arman Kazemi; Xunzhao Yin; Michael T. Niemier; Xiaobo Sharon Hu (IEEE Trans. Circuits Syst. I Regul. Pap., 2023)

A DVFS Design and Simulation Framework Using Machine Learning Models. - Cheng Zhuo; Di Gao; Yuan Cao; Tianhao Shen; Li Zhang 021; Jinfang Zhou; Xunzhao Yin (IEEE Des. Test, 2023)

LMM: A Fixed-Point Linear Mapping Based Approximate Multiplier for IoT. - Ying Wu; Chenyi Wen; Xunzhao Yin; Cheng Zhuo (J. Comput. Sci. Technol., 2023)

Ferroelectric Ternary Content Addressable Memories for Energy-Efficient Associative Search. - Xunzhao Yin; Yu Qian; Mohsen Imani; Kai Ni 004; Chao Li 065; Grace Li Zhang; Bing Li 005; Ulf Schlichtmann; Cheng Zhuo (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Design of Ultracompact Content Addressable Memory Exploiting 1T-1MTJ Cell. - Cheng Zhuo; Zeyu Yang; Kai Ni 004; Mohsen Imani; Yuxuan Luo; Shaodi Wang; Deming Zhang; Xunzhao Yin (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

An Ultracompact Single-Ferroelectric Field-Effect Transistor Binary and Multibit Associative Search Engine. - Xunzhao Yin; Franz Müller 001; Qingrong Huang; Chao Li 065; Mohsen Imani; Zeyu Yang; Jiahao Cai; Maximilian Lederer; Ricardo Olivo; Nellie Laleni; Shan Deng; Zijian Zhao 001; et al. (Adv. Intell. Syst., 2023)

BRoCoM: A Bayesian Framework for Robust Computing on Memristor Crossbar. - Di Gao; Zeyu Yang; Qingrong Huang; Grace Li Zhang; Xunzhao Yin; Bing Li 005; Ulf Schlichtmann; Cheng Zhuo (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Worst-case Power Integrity Prediction Using Convolutional Neural Network. - Xiao Dong; Yufei Chen 007; Jun Chen; Yucheng Wang; Ji Li; Tianming Ni; Zhiguo Shi 001; Xunzhao Yin; Cheng Zhuo (ACM Trans. Design Autom. Electr. Syst., 2023)

Breaking the energy-efficiency barriers for smart sensing applications with "Sensing with Computing" architectures. - Xinghua Yang; Zheyu Liu; Kechao Tang; Xunzhao Yin; Cheng Zhuo; Qi Wei 001; Fei Qiao (Sci. China Inf. Sci., 2023)

FeFET-Based In-Memory Hyperdimensional Encoding Design. - Qingrong Huang; Zeyu Yang; Kai Ni 004; Mohsen Imani; Cheng Zhuo; Xunzhao Yin (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

ConvFIFO: A Crossbar Memory PIM Architecture for ConvNets Featuring First-In-First-Out Dataflow. - Liang Zhao; Yu Qian; Fanzi Meng; Xiapeng Xu; Xunzhao Yin; Cheng Zhuo (ASPDAC, 2024)

FeBiM: Efficient and Compact Bayesian Inference Engine Empowered with Ferroelectric In-Memory Computing. - Chao Li 065; Zhicheng Xu; Bo Wen; Ruibin Mao; Can Li; Thomas Kämpfe; Kai Ni 004; Xunzhao Yin (DAC, 2024)

C-Nash: A Novel Ferroelectric Computing-in-Memory Architecture for Solving Mixed Strategy Nash Equilibrium. - Yu Qian; Kai Ni 004; Thomas Kämpfe; Cheng Zhuo; Xunzhao Yin (DAC, 2024)

HyCiM: A Hybrid Computing-in-Memory QUBO Solver for General Combinatorial Optimization Problems with Inequality Constraints. - Yu Qian; Zeyu Yang; Kai Ni 004; Alptekin Vardar; Thomas Kämpfe; Xunzhao Yin (DAC, 2024)

Energy Efficient Dual Designs of FeFET-Based Analog In-Memory Computing with Inherent Shift-Add Capability. - Zeyu Yang; Qingrong Huang; Yu Qian; Kai Ni 004; Thomas Kämpfe; Xunzhao Yin (DAC, 2024)

Computational and Storage Efficient Quadratic Neurons for Deep Neural Networks. - Chuangtao Chen 001; Grace Li Zhang; Xunzhao Yin; Cheng Zhuo; Ulf Schlichtmann; Bing Li 005 (DATE, 2024)

A FeFET-based Time-Domain Associative Memory for Multi-bit Similarity Computation. - Qingrong Huang; Hamza Errahmouni Barkam; Zeyu Yang; Jianyi Yang 003; Thomas Kämpfe; Kai Ni 004; Grace Li Zhang; Bing Li 005; Ulf Schlichtmann; Mohsen Imani; Cheng Zhuo; Xunzhao Yin (DATE, 2024)

Class-Aware Pruning for Efficient Neural Networks. - Mengnan Jiang; Jingcun Wang; Amro Eldebiky; Xunzhao Yin; Cheng Zhuo; Ing-Chao Lin; Grace Li Zhang (DATE, 2024)

OplixNet: Towards Area-Efficient Optical Split-Complex Networks with Real-to-Complex Data Assignment and Knowledge Distillation. - Ruidi Qiu; Amro Eldebiky; Grace Li Zhang; Xunzhao Yin; Cheng Zhuo; Ulf Schlichtmann; Bing Li 005 (DATE, 2024)

FeReX: A Reconfigurable Design of Multi-Bit Ferroelectric Compute-in-Memory for Nearest Neighbor Search. - Zhicheng Xu; Che-Kai Liu; Chao Li 065; Ruibin Mao; Jianyi Yang 003; Thomas Kämpfe; Mohsen Imani; Can Li; Cheng Zhuo; Xunzhao Yin (DATE, 2024)

Reconfigurable Frequency Multipliers Based on Complementary Ferroelectric Transistors. - Haotian Xu; Jianyi Yang 003; Cheng Zhuo; Thomas Kämpfe; Kai Ni 004; Xunzhao Yin (DATE, 2024)

Low Power and Temperature- Resilient Compute-In-Memory Based on Subthreshold-FeFET. - Yifei Zhou; Xuchu Huang; Jianyi Yang 003; Kai Ni 004; Hussam Amrouch; Cheng Zhuo; Xunzhao Yin (DATE, 2024)

BasisN: Reprogramming-Free RRAM-Based In-Memory-Computing by Basis Combination for Deep Neural Networks. - Amro Eldebiky; Grace Li Zhang; Xunzhao Yin; Cheng Zhuo; Ing-Chao Lin; Ulf Schlichtmann; Bing Li 005 (ICCAD, 2024)

TAP-CAM: A Tunable Approximate Matching Engine based on Ferroelectric Content Addressable Memory. - Chenyu Ni; Sijie Chen; Che-Kai Liu; Liu Liu; Mohsen Imani; Thomas Kämpfe; Kai Ni 004; Michael T. Niemier; Xiaobo Sharon Hu; Cheng Zhuo; Xunzhao Yin (ICCAD, 2024)

TReCiM: Lower Power and Temperature-Resilient Multibit 2FeFET-1T Compute-in-Memory Design. - Yifei Zhou; Thomas Kämpfe; Kai Ni 004; Hussam Amrouch; Cheng Zhuo; Xunzhao Yin (ICCAD, 2024)

Single-Ferroelectric FET based Associative Memory for Data-Intensive Pattern Matching. - Jiayi Wang; Songyu Sun; Xunzhao Yin (ISQED, 2024)

A Parallel Simulation Framework Incorporating Machine Learning-Based Hotspot Detection for Accelerated Power Grid Analysis. - Yangfan Jiang 002; Jianfei Song; Xunzhao Yin; Xiao Dong; Songyu Sun; Yibo Lin; Zhou Jin 001; Xiaoyu Yang; Cheng Zhuo (MLCAD, 2024)

Automated C/C++ Program Repair for High-Level Synthesis via Large Language Models. - Kangwei Xu; Grace Li Zhang; Xunzhao Yin; Cheng Zhuo; Ulf Schlichtmann; Bing Li 005 (MLCAD, 2024)

EncodingNet: A Novel Encoding-based MAC Design for Efficient Neural Network Acceleration. - Bo Liu; Grace Li Zhang; Xunzhao Yin; Ulf Schlichtmann; Bing Li 005 (CoRR, 2024)

LiveMind: Low-latency Large Language Models with Simultaneous Inference. - Chuangtao Chen 001; Grace Li Zhang; Xunzhao Yin; Cheng Zhuo; Ulf Schlichtmann; Bing Li 005 (CoRR, 2024)

Classification-Based Automatic HDL Code Generation Using LLMs. - Wenhao Sun; Bing Li 005; Grace Li Zhang; Xunzhao Yin; Cheng Zhuo; Ulf Schlichtmann (CoRR, 2024)

A Remedy to Compute-in-Memory with Dynamic Random Access Memory: 1FeFET-1C Technology for Neuro-Symbolic AI. - Xunzhao Yin; Hamza Errahmouni Barkam; Franz Müller 001; Yu Jiang 001; Mohsen Imani; Sukhrob Abdulazhanov; Alptekin Vardar; Nellie Laleni; Zijian Zhao 001; Jiahui Duan; Zhiguo Shi 001; Siddharth Joshi 001; et al. (CoRR, 2024)

FeBiM: Efficient and Compact Bayesian Inference Engine Empowered with Ferroelectric In-Memory Computing. - Chao Li 065; Zhicheng Xu; Bo Wen; Ruibin Mao; Chien-Mo James Li; Thomas Kämpfe; Kai Ni 004; Xunzhao Yin (CoRR, 2024)

A Survey on Approximate Multiplier Designs for Energy Efficiency: From Algorithms to Circuits. - Ying Wu; Chuangtao Chen 001; Weihua Xiao; Xuan Wang; Chenyi Wen; Jie Han 001; Xunzhao Yin; Weikang Qian; Cheng Zhuo (ACM Trans. Design Autom. Electr. Syst., 2024)

Multibit Content Addressable Memory Design and Optimization Based on 3-D nand-Compatible IGZO Flash. - Chao Li 065; Chen Sun 010; Jianyi Yang 003; Kai Ni 004; Xiao Gong; Cheng Zhuo; Xunzhao Yin (IEEE Trans. Very Large Scale Integr. Syst., 2024)

Enhancing ConvNets With ConvFIFO: A Crossbar PIM Architecture Based on Kernel-Stationary First-In-First-Out Dataflow. - Yu Qian; Liang Zhao; Fanzi Meng; Xiapeng Xu; Cheng Zhuo; Xunzhao Yin (IEEE Trans. Very Large Scale Integr. Syst., 2024)

Invited Paper: Boosting Standard Cell Library Characterization with Machine Learning. - Zhengrui Chen; Chengjun Guo; Zixuan Song; Guozhu Feng; Shizhang Wang; Li Zhang 021; Xunzhao Yin; Zhenhua Wu; Zheyu Yan; Cheng Zhuo (ASP-DAC, 2025)

Paradigm-Based Automatic HDL Code Generation Using LLMs. - Wenhao Sun; Bing Li 005; Grace Li Zhang; Xunzhao Yin; Cheng Zhuo; Ulf Schlichtmann (ISQED, 2025)

ANAS: Software-hardware co-design of approximate neural network accelerators via neural architecture search. - Ying Wu; Zheyu Yan; Xunzhao Yin; Lenian He; Cheng Zhuo (Integr., 2025)

Fast Machine-Learning-Driven Supply Noise-Aware Macromodeling for High-Speed Nonlinear Drivers. - Songyu Sun; Xiao Dong; Qi Sun 002; Xunzhao Yin; Quan Chen 007; Cheng Zhuo (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

Device-Algorithm Co-Design of Ferroelectric Compute-in-Memory In-Situ Annealer for Combinatorial Optimization Problems. - Yu Qian; Xianmin Huang; Ranran Wang; Zeyu Yang; Min Zhou; Thomas Kämpfe; Cheng Zhuo; Xunzhao Yin (CoRR, 2025)

A Scalable 2T-1FeFET-Based Content Addressable Memory Design for Energy Efficient Data Search. - Jiahao Cai; Hamza Errahmouni Barkam; Mohsen Imani; Kai Ni 004; Grace Li Zhang; Bing Li 005; Ulf Schlichtmann; Cheng Zhuo; Xunzhao Yin (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

CSA-CiM: Enhancing Multifunctional Computing-in-Memory With Configurable Sense Amplifiers. - Yuxiao Jiang; Kai Ni 004; Thomas Kämpfe; Cheng Zhuo; Zheyu Yan; Xunzhao Yin (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

A Homogeneous FeFET-Based Time-Domain Compute-in-Memory Fabric for Matrix-Vector Multiplication and Associative Search. - Xunzhao Yin; Qingrong Huang; Hamza Errahmouni Barkam; Franz Müller 001; Shan Deng; Alptekin Vardar; Sourav De 002; Zhouhang Jiang; Mohsen Imani; Ulf Schlichtmann; Xiaobo Sharon Hu; Cheng Zhuo; et al. (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

FactorHD: A Hyperdimensional Computing Model for Multi-Object Multi-Class Representation and Factorization. - Yifei Zhou; Xuchu Huang; Chenyu Ni; Min Zhou; Zheyu Yan; Xunzhao Yin; Cheng Zhuo (CoRR, 2025)

Trustworthy Tree-based Machine Learning by MoS2 Flash-based Analog CAM with Inherent Soft Boundaries. - Bo Wen; Guoyun Gao; Zhicheng Xu; Ruibin Mao; Xiaojuan Qi; X. Sharon Hu; Xunzhao Yin; Can Li (CoRR, 2025)

SenHDC: A 3-D NAND Flash-Based Processing-in-Sensor Hyperdimensional Computing Architecture. - Xuchu Huang; Qingrong Huang; Zeyu Yang; Min Zhou; Zheyu Yan; Cheng Zhuo; Xunzhao Yin (IEEE Trans. Very Large Scale Integr. Syst., 2025)

High-Performance In-Memory Bayesian Inference With Multi-Bit Ferroelectric FET. - Chao Li 065; Xuchu Huang; Zhicheng Xu; Bo Wen; Ruibin Mao; Min Zhou; Thomas Kämpfe; Kai Ni 004; Can Li; Xunzhao Yin; Cheng Zhuo (IEEE Trans. Computers, 2025)