Chen Nie, 聂晨

Publications

1. ELSA: An ELastic SNN Inference Architecture for Efficient Neuromorphic Computing CCF-A In Proceedings of the 53rd Annual International Symposium on Computer Architecture (ISCA-26) (2026)
2. NasZip: Software and Hardware Co-design to Accelerate Approximate Nearest Neighbor Search with DIMM-based Near-Data Processing CCF-A In Proceedings of the 53rd Annual International Symposium on Computer Architecture (ISCA-26) (2026)
3. APU: Accelerate Point Cloud Neural Networks via Unified Processing-in-SRAM Architecture CCF-A IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD25) (2025)
4. BiNeuroRAM: Energy-Efficient ReRAM-Based PIM for Accurate Bipolar Spiking Neural Network Acceleration CCF-A In Proceedings of the 62th ACM/IEEE Design Automation Conference (DAC'25) (2025)
5. MASIM: An Energy-Efficient Multi-Array Scheduler for SIMD Logic-in-Memory Architectures CCF-B In The 2025 IEEE/ACM International Conference on Computer-Aided Design (ICCAD'25) (2025)
6. PICK: An SRAM-based Processing-in-Memory Accelerator for K-Nearest-Neighbor Search in Point Clouds CCF-A In Proceedings of the 62th ACM/IEEE Design Automation Conference (DAC'25) (2025) Best Paper Nomination
7. PolymorPIC: Embedding Polymorphic Processing-in-Cache in RISC-V based Processor for Full-stack Efficient AI Inference CCF-A In 58th IEEE/ACM International Symposium on Microarchitecture (MICRO-58) (2025)
8. PIMLC: Logic Compiler for Bit-serial Based PIM CCF-B In Proceedings of Design, Automation and Test in Europe Conference (DATE) (2024)
9. SpikeZIP-TF: Conversion is All You Need for Transformer-based SNN CCF-A In Proceedings of Forty-First International conference on Machine Learning (ICML) (2024)
10. GIM: Versatile GNN Acceleration with Reconfigurable Processing-in-Memory CCF-B In Proceedings of 41st IEEE International Conference on Computer Design (ICCD) (2023) Best Paper Nomination
11. Monolithic 3D integration of 2D transistors and vertical RRAMs in 1T-4R structure for high-density memory Nature Communications (2023)
12. VSPIM: SRAM Processing-in-Memory DNN Acceleration via Vector-Scalar Operations CCF-A IEEE Transactions on Computers (TC) (2023)
13. XMG-GPPIC: Efficient and Robust General-Purpose Processing-in-Cache with XOR-Majority-Graph CCF-C In Proceedings of the 2023 on Great Lakes Symposium on VLSI (GLSVLSI'2023) (2023)
14. Cross-layer Designs against Non-ideal Effects in ReRAM-based Processing-in-Memory System In 2022 23rd International Symposium on Quality Electronic Design (ISQED'22) (2022)
15. Energy-Efficient Hybrid-RAM with Hybrid Bit-Serial based VMM Support CCF-C In Proceedings of Great Lakes Symposium on VLSI 2021 (GLSVLSI'21) (2021)