HighP: In-Memory Acceleration of SpGEMM With High Bank-Level Parallelism.

Dan Chen 0006 Huazhong University of Science and Technology, School of Computer Science and Technology, Wuhan, China https://orcid.org/0000-0003-4158-5239 https://www.wikidata.org/entity/Q130962612 Dan Chen Dan Chen 0001 中文 Wuhan University, School of Computer Science, Wuhan, China China University of Geosciences, Wuhan, China Yanshan University, Institute of Electrical Engineering, Qinhuangdao, China University of Birmingham, UK Nanyang Technological University, School of Computer Engineering, Singapore http://cs.whu.edu.cn/en/Faculty/Full_Professor/20151216/6180.html https://www.scholarmate.com/P/jm2Ij2 https://www.researchgate.net/profile/Dan_Chen https://loop.frontiersin.org/people/423813/ https://orcid.org/0000-0001-8118-4443 https://orcid.org/0000-0002-7055-141X Dan Chen 0002 Zhejiang University City College, Department of Computer Science and Technology, Hangzhou, China https://orcid.org/0000-0003-0100-4735 Dan Chen 0003 Carleton University, School of Computer Science, Ottawa, Canada Dan Chen 0004 Shenzhen University, Research Institute of Wuhan, China https://orcid.org/0000-0001-9524-9551 Dan Chen 0005 University of Posts and Telecommunications, Key Laboratory of Universal Wireless Communications Ministry of Education Beijing, China University of British Columbia, Department of Electrical and Computer Engineering, Vancouver, BC, Canada

Dan Chen 0006 Huize Li Huiying Lan Zhaoying Li 0004 Pengcheng Yao Tulika Mitra HighP: In-Memory Acceleration of SpGEMM With High Bank-Level Parallelism. 139-151 2026 January 75 IEEE Trans. Computers 1 https://doi.org/10.1109/TC.2025.3624920 db/journals/tc/tc75.html#ChenLLLYM26 streams/journals/tc

Huize Li Qinggang Wang Bin Gao Dan Chen 0006 Yu Huang 0013 Xin Xin 0008 DANMP: Accelerating Multi-Scale Deformable Attention Using Near-Memory-Processing Architecture. 576-589 2026 ICS https://doi.org/10.1145/3797905.3800510 conf/ics/2026 db/conf/ics/ics2026.html#LiWGCHX26

Huize Li Qinggang Wang Bing Gao Dan Chen 0006 Yu Huang 0013 Xin Xin 0008 Accelerating Multi-Scale Deformable Attention Using Near-Memory-Processing Architecture. 2026 March abs/2603.00959 CoRR https://doi.org/10.48550/arXiv.2603.00959 db/journals/corr/corr2603.html#abs-2603-00959 streams/journals/corr

Yi Zhang 0191 Xiaomeng Yi Yu Huang 0013 Jingrui Yuan Chuangyi Gui Dan Chen 0006 Long Zheng 0003 Jianhui Yue Xiaofei Liao Hai Jin 0001 Jingling Xue Cheetah: Accelerating Dynamic Graph Mining with Grouping Updates. 79:1-79:26 2025 June 22 ACM Trans. Archit. Code Optim. 2 https://doi.org/10.1145/3736173 db/journals/taco/taco22.html#ZhangYHYGCZYLJX25 streams/journals/taco

Huize Li Dan Chen 0006 Tulika Mitra SADIMM: Accelerating $\underline{\text{S}}$S - parse $\underline{\text{A}}$A - ttention Using $\underline{\text{DIMM}}$DIMM - -Based Near-Memory Processing. 542-554 2025 February 74 IEEE Trans. Computers 2 https://doi.org/10.1109/TC.2024.3500362 db/journals/tc/tc74.html#LiCM25 streams/journals/tc

Huize Li Dan Chen 0006 Tulika Mitra SPLIM: Bridging the Gap Between Unstructured SpGEMM and Structured In-Situ Computing. 2412-2423 2025 June 44 IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 6 https://doi.org/10.1109/TCAD.2024.3522882 db/journals/tcad/tcad44.html#LiCM25 streams/journals/tcad

Wenjing Xiao Jianyu Wang Dan Chen 0006 Chenglong Shi Xin Ling Min Chen 0003 Thomas Wu 0001 ChainPIM: A ReRAM-Based Processing-in-Memory Accelerator for HGNNs via Chain Structure. 2516-2529 2025 July 44 IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 7 https://doi.org/10.1109/TCAD.2025.3528906 db/journals/tcad/tcad44.html#XiaoWCSLCW25 streams/journals/tcad

Zhaoying Li 0004 Dan Wu Dhananjaya Wijerathne Dan Chen 0006 Huize Li Cheng Tan 0002 Tulika Mitra Rewire: Advancing CGRA Mapping Through a Consolidated Routing Paradigm. 1-7 2025 DAC https://doi.org/10.1109/DAC63849.2025.11133240 conf/dac/2025 db/conf/dac/dac2025.html#LiWWCLTM25 streams/conf/dac Chaoqiang Liu Dan Chen 0006 Yu Huang 0013 Wenjing Xiao Haifeng Liu 0003 Yi Zhang 0191 Huize Li Xiaofei Liao Hai Jin 0001 SeIM: In-Memory Acceleration for Approximate Nearest Neighbor Search. 1-7 2025 DAC https://doi.org/10.1109/DAC63849.2025.11132620 conf/dac/2025 db/conf/dac/dac2025.html#LiuCHXLZLLJ25 streams/conf/dac Huize Li Dan Chen 0006 Tulika Mitra HyAtten: Hybrid Photonic-Digital Architecture for Accelerating Attention Mechanism. 1-7 2025 DATE https://doi.org/10.23919/DATE64628.2025.10993031 conf/date/2025 db/conf/date/date2025.html#Li0M25 Wenju Zhao Pengcheng Yao Dan Chen 0006 Long Zheng 0003 Xiaofei Liao Qinggang Wang Shaobo Ma Yu Li Haifeng Liu 0003 Wenjing Xiao Yufei Sun Bing Zhu Hai Jin 0001 Jingling Xue MeHyper: Accelerating Hypergraph Neural Networks by Exploring Implicit Dataflows. 920-933 2025 HPCA https://doi.org/10.1109/HPCA61900.2025.00073 conf/hpca/2025 db/conf/hpca/hpca2025.html#ZhaoYC0LWML0XS025 Jianyu Wang Wenzi Tang Chenglong Shi Zhe Zhang Dan Chen 0006 Miaojiang Chen Wenjing Xiao SANST: Sensing Anonymized Network via Sorted Triplets. 1-7 2025 HPEC https://doi.org/10.1109/HPEC67600.2025.11196679 conf/hpec/2025 db/conf/hpec/hpec2025.html#WangTSZCCX25 streams/conf/hpec Chaoqiang Liu Haifeng Liu 0003 Dan Chen 0006 Yu Huang 0013 Yi Zhang 0191 Wenjing Xiao Xiaofei Liao Hai Jin 0001 HeterRAG: Heterogeneous Processing-in-Memory Acceleration for Retrieval-augmented Generation. 884-898 2025 ISCA https://doi.org/10.1145/3695053.3731089 conf/isca/2025 db/conf/isca/isca2025.html#LiuLC0ZXL025

Huize Li Dan Chen 0006 Tulika Mitra Hybrid Photonic-digital Accelerator for Attention Mechanism. 2025 January abs/2501.11286 CoRR https://doi.org/10.48550/arXiv.2501.11286 db/journals/corr/corr2501.html#abs-2501-11286 streams/journals/corr

Xinyang Shen Xiaofei Liao Long Zheng 0003 Yu Huang 0013 Dan Chen 0006 Hai Jin 0001 ARCHER: a ReRAM-based accelerator for compressed recommendation systems. 185607 2024 October 18 Frontiers Comput. Sci. 5 https://doi.org/10.1007/s11704-023-3397-x db/journals/fcsc/fcsc18.html#ShenLZHCJ24

Huize Li Hai Jin 0001 Long Zheng 0003 Xiaofei Liao Yu Huang 0013 Cong Liu 0028 Jiahong Xu Zhuohui Duan Dan Chen 0006 Chuangyi Gui CPSAA: Accelerating Sparse Attention Using Crossbar-Based Processing-In-Memory Architecture. 1741-1754 2024 June 43 IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 6 https://doi.org/10.1109/TCAD.2023.3344524 db/journals/tcad/tcad43.html#LiJZLHLXDCG24

Hai Jin 0001 Dan Chen 0006 Long Zheng 0003 Yu Huang 0013 Pengcheng Yao Jin Zhao 0003 Xiaofei Liao Wenbin Jiang 0001 Accelerating Graph Convolutional Networks Through a PIM-Accelerated Approach. 2628-2640 2023 September 72 IEEE Trans. Computers 9 https://doi.org/10.1109/TC.2023.3257514 db/journals/tc/tc72.html#JinCZHYZLJ23

Yu Huang 0013 Long Zheng 0003 Haifeng Liu 0003 Zhuoran Zhou Dan Chen 0006 Pengcheng Yao Qinggang Wang Xiaofei Liao Hai Jin 0001 MeG<sup>2</sup>: In-Memory Acceleration for Genome Graphs Analysis. 1-6 2023 DAC https://doi.org/10.1109/DAC56929.2023.10247956 conf/dac/2023 db/conf/dac/dac2023.html#HuangZLZCYWLJ23 Haiheng He Dan Chen 0006 Long Zheng 0003 Yu Huang 0013 Haifeng Liu 0003 Chaoqiang Liu Xiaofei Liao Hai Jin 0001 GraphMetaP: Efficient MetaPath Generation for Dynamic Heterogeneous Graph Models. 13-24 2023 IPDPS https://doi.org/10.1109/IPDPS54959.2023.00012 conf/ipps/2023 db/conf/ipps/ipdps2023.html#HeCZHLLLJ23 Dan Chen 0006 Haiheng He Hai Jin 0001 Long Zheng 0003 Yu Huang 0013 Xinyang Shen Xiaofei Liao MetaNMP: Leveraging Cartesian-Like Product to Accelerate HGNNs with Near-Memory Processing. 56:1-56:13 2023 ISCA https://doi.org/10.1145/3579371.3589091 https://www.wikidata.org/entity/Q130962614 conf/isca/2023 db/conf/isca/isca2023.html#ChenH000SL23

Long Zheng 0003 Haifeng Liu 0003 Yu Huang 0013 Dan Chen 0006 Chaoqiang Liu Haiheng He Xiaofei Liao Hai Jin 0001 Jingling Xue A Flexible Yet Efficient DNN Pruning Approach for Crossbar-Based Processing-in-Memory Architectures. 3745-3756 2022 41 IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 11 https://doi.org/10.1109/TCAD.2022.3197510 db/journals/tcad/tcad41.html#ZhengLHCLHLJX22

Huize Li Hai Jin 0001 Long Zheng 0003 Yu Huang 0013 Xiaofei Liao Zhuohui Duan Dan Chen 0006 Chuangyi Gui ReSMA: accelerating approximate string matching using ReRAM-based content addressable memory. 991-996 2022 DAC https://doi.org/10.1145/3489517.3530559 conf/dac/2022 db/conf/dac/dac2022.html#Li000LDCG22 Dan Chen 0006 Hai Jin 0001 Long Zheng 0003 Yu Huang 0013 Pengcheng Yao Chuangyi Gui Qinggang Wang Haifeng Liu 0003 Haiheng He Xiaofei Liao Ran Zheng A General Offloading Approach for Near-DRAM Processing-In-Memory Architectures. 246-257 2022 IPDPS https://doi.org/10.1109/IPDPS53621.2022.00032 conf/ipps/2022 db/conf/ipps/ipdps2022.html#Chen000YGWLHLZ22 Dan Chen 0006 Chuangyi Gui Yi Zhang 0191 Hai Jin 0001 Long Zheng 0003 Yu Huang 0013 Xiaofei Liao GraphFly: Efficient Asynchronous Streaming Graphs Processing via Dependency-Flow. 45:1-45:14 2022 SC https://doi.org/10.1109/SC41404.2022.00050 https://dl.acm.org/doi/10.5555/3571885.3571944 conf/sc/2022 db/conf/sc/sc2022.html#ChenGZJZHL22

Huize Li Hai Jin 0001 Long Zheng 0003 Yu Huang 0013 Xiaofei Liao Dan Chen 0006 Zhuohui Duan Cong Liu 0028 Jiahong Xu Chuangyi Gui CPSAA: Accelerating Sparse Attention using Crossbar-based Processing-In-Memory Architecture. 2022 abs/2210.06696 CoRR https://doi.org/10.48550/arXiv.2210.06696 db/journals/corr/corr2210.html#abs-2210-06696

Miaojiang Chen Min Chen 0003 Zhuohui Duan Bin Gao Bing Gao Chuangyi Gui Haiheng He Yu Huang 0013 Wenbin Jiang 0001 Hai Jin 0001 Huiying Lan Huize Li Yu Li Zhaoying Li 0004 Xiaofei Liao Xin Ling Chaoqiang Liu Cong Liu 0028 Haifeng Liu 0003 Shaobo Ma Tulika Mitra Xinyang Shen Chenglong Shi Yufei Sun Cheng Tan 0002 Wenzi Tang Jianyu Wang Qinggang Wang Dhananjaya Wijerathne Dan Wu Thomas Wu 0001 Wenjing Xiao Xin Xin 0008 Jiahong Xu Jingling Xue Pengcheng Yao Xiaomeng Yi Jingrui Yuan Jianhui Yue Yi Zhang 0191 Zhe Zhang Jin Zhao 0003 Wenju Zhao Long Zheng 0003 Ran Zheng Zhuoran Zhou Bing Zhu