| Towards Cognitive AI Systems: a Survey and Prospective on Neuro-Symbolic AI Z Wan, CK Liu, H Yang, C Li, H You, Y Fu, C Wan, T Krishna, Y Lin, ... Conference on Machine Learning and Systems (MLSys) - Workshop on Systems for …, 2024 | 75 | 2024 |
| Cosime: Fefet based associative memory for in-memory cosine similarity search CK Liu, H Chen, M Imani, K Ni, A Kazemi, AF Laguna, M Niemier, XS Hu, ... Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022 | 46 | 2022 |
| HDGIM: Hyperdimensional Genome Sequence Matching on Unreliable highly scaled FeFET HE Barkam, S Yun, PR Genssler, Z Zou, CK Liu, H Amrouch, M Imani 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023 | 27 | 2023 |
| Towards efficient neuro-symbolic ai: From workload characterization to hardware architecture Z Wan, CK Liu, H Yang, R Raj, C Li, H You, Y Fu, C Wan, S Li, Y Kim, ... IEEE Transactions on Circuits and Systems for Artificial Intelligence 1 (1 …, 2024 | 23 | 2024 |
| SEE-MCAM: Scalable Multi-bit FeFET Content Addressable Memories for Energy Efficient Associative Search S Shou, CK Liu, S Yun, Z Wan, K Ni, M Imani, XS Hu, J Yang, C Zhuo, ... 2023 42nd IEEE/ACM International Conference on Computer Aided Design (ICCAD …, 2023 | 18 | 2023 |
| Towards Cognitive AI Systems: Workload and Characterization of Neuro-Symbolic AI Z Wan, CK Liu, H Yang, R Raj, C Li, H You, Y Fu, C Wan, A Samajdar, ... 2024 IEEE International Symposium on Performance Analysis of Systems and …, 2024 | 14 | 2024 |
| H3DFact: Heterogeneous 3D Integrated CIM for Factorization with Holographic Perceptual Representations Z Wan, CK Liu, M Ibrahim, H Yang, S Spetalnick, T Krishna, ... 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2024 | 14 | 2024 |
| FeReX: A Reconfigurable Design of Multi-bit Ferroelectric Compute-in-Memory for Nearest Neighbor Search Z Xu, CK Liu, C Li, R Mao, J Yang, T Kämpfe, M Imani, C Li, C Zhuo, X Yin 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2024 | 9 | 2024 |
| In-Memory Acceleration of Hyperdimensional Genome Matching on Unreliable Emerging Technologies HE Barkam, S Yun, PR Genssler, CK Liu, Z Zou, H Amrouch, M Imani IEEE Transactions on Circuits and Systems I: Regular Papers 71 (4), 1794-1807, 2024 | 6 | 2024 |
| CogSys: Efficient and Scalable Neurosymbolic Cognition System via Algorithm-Hardware Co-Design Z Wan, H Yang, R Raj, CK Liu, A Samajdar, A Raychowdhury, T Krishna IEEE International Symposium on High-Performance Computer Architecture (HPCA), 2025 | 5 | 2025 |
| TAP-CAM: A Tunable Approximate Matching Engine based on Ferroelectric Content Addressable Memory C Ni, S Chen, CK Liu, L Liu, M Imani, T Kampfe, K Ni, M Niemier, XS Hu, ... Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided …, 2024 | 5 | 2024 |
| HyDra: SOT-CAM Based Vector Symbolic Macro for Hyperdimensional Computing MMR Nayan, CK Liu, Z Wan, A Raychowdhury, AJ Naeemi Proceedings of the 44th IEEE/ACM International Conference on Computer-Aided …, 2025 | 3 | 2025 |
| Breaking the memory wall: next-generation artificial intelligence hardware K Roy, A Kosta, T Sharma, S Negi, D Sharma, U Saxena, S Roy, ... Frontiers in Science 3, 1611658, 2025 | 2 | 2025 |
| Cross-Layer Design of Vector-Symbolic Computing: Bridging Cognition and Brain-Inspired Hardware Acceleration S Du, M Ibrahim, Z Wan, L Zheng, B Zhao, Z Fan, CK Liu, T Krishna, ... arXiv preprint arXiv:2508.14245, 2025 | 2 | 2025 |
| Benchmarking Test-Time DNN Adaptation at Edge with Compute-In-Memory Z Fan, Z Wan, CK Liu, A Lu, K Bhardwaj, A Raychowdhury ACM Journal on Autonomous Transportation Systems, 2024 | 2 | 2024 |
| Towards Efficient Hyperdimensional Computing Using Photonics F Fayza, C Demirkiran, H Chen, CK Liu, A Mohan, H Errahmouni, S Yun, ... arXiv preprint arXiv:2311.17801, 2023 | 2 | 2023 |
| IN-MEMORY COMPUTING ARCHITECTURE FOR NEAREST NEIGHBOR SEARCH OF COSINE DISTANCE AND OPERATING METHOD THEREOF X Yin, CK Liu, H Chen, C Zhuo US Patent App. 18/080,654, 2024 | 1* | 2024 |
| A 28nm 1.80 Mb/mm2 Digital/Analog Hybrid SRAM-CIM Macro Using 2D-Weighted Capacitor Array for Complex Number Mac Operations S Konno, CK Liu, S Ryu, S Spetalnick, A Raychowdhury 2025 IEEE Asian Solid-State Circuits Conference (A-SSCC), 2025 | | 2025 |
| Compute-in-Memory: From device to application CK Liu, M Li, M Imani, XS Hu, X Yin ACM Student Research Competition, 0 | | |
