Published in International Symposium on Computer Architecture (ISCA), 2025
Recommended citation: Wei, C., Duan, B., Guo, C., Zhang, J., Song, Q., Li, H., & Chen, Y. (2025). Phi: Leveraging Pattern-based Hierarchical Sparsity for High-Efficiency Spiking Neural Networks. arXiv preprint arXiv:2505.10909.
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Published in International Symposium on Computer Architecture (ISCA), 2025
Recommended citation: Guo, C., Wei, C., Tang, J., Duan, B., Han, S., Li, H., & Chen, Y. (2025). Transitive Array: An Efficient GEMM Accelerator with Result Reuse. arXiv preprint arXiv:2504.16339.
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Published in International Symposium on Computer Architecture (ISCA), 2025
Recommended citation: Cheng, F., Guo, C., Wei, C., Zhang, J., Zhou, C., Hanson, E., ... & Chen, Y. (2025). Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-aware Cache Compression. arXiv preprint arXiv:2505.06901.
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Published in IEEE International Symposium on High-Performance Computer Architecture (HPCA), 2025
Recommended citation: Wei, C., Guo, C., Cheng, F., Li, S., Yang, H. F., Li, H. H., & Chen, Y. (2025, March). Prosperity: Accelerating Spiking Neural Networks via Product Sparsity. In 2025 IEEE International Symposium on High Performance Computer Architecture (HPCA) (pp. 806-820). IEEE.
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Published in ACM International Conference on Web Search and Data Mining (WSDM), 2024
Recommended citation: Tianyu Fu, Chiyue Wei, Yu Wang, and Rex Ying. 2024. DeSCo: Towards Generalizable and Scalable Deep Subgraph Counting. In Proceedings of the 17th ACM International Conference on Web Search and Data Mining (WSDM 2024). Association for Computing Machinery, New York, NY, USA, 218–227. https://doi.org/10.1145/3616855.3635788
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Published in Design, Automation and Test in Europe Conference (DATE), 2023
Recommended citation: Tianyu Fu, Chiyue Wei, Zhenhua Zhu, Shang Yang, Zhongming Yu, Guohao Dai, Huazhong Yang, and Yu Wang. 2023. CLAP: Locality Aware and Parallel Triangle Counting with Content Addressable Memory. In Proceedings of the 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE). IEEE, 1–6. https://doi.org/10.23919/DATE56975.2023.10136997.
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Published in International Symposium on Computer Architecture (ISCA), 2022
Recommended citation: Guohao Dai, Zhenhua Zhu, Tianyu Fu, Chiyue Wei, Bangyan Wang, Xiangyu Li, Yuan Xie, Huazhong Yang, and Yu Wang. 2022. DIMMining: pruning-efficient and parallel graph mining on near-memory-computing. In Proceedings of the 49th Annual International Symposium on Computer Architecture (ISCA 2022). Association for Computing Machinery, New York, NY, USA, 130–145. https://doi.org/10.1145/3470496.3527388
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Published in IEEE Circuits and Systems Magazine, 2025
Recommended citation: Cong Guo, Feng Cheng, Zhixu Du, James Kiessling, Jonathan Ku, Shiyu Li, Ziru Li, Mingyuan Ma, Tergel Molom-Ochir, Benjamin Morris, Haoxuan Shan, Jingwei Sun, Yitu Wang, Chiyue Wei, Xueying Wu, Yuhao Wu, Hao Frank Yang, Jingyang Zhang, Junyao Zhang, Qilin Zheng, Guanglei Zhou, Hai (Helen) Li, and Yiran Chen. 2024. A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models. arXiv:2410.07265.
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