ReSMA: accelerating approximate string matching using ReRAM-based content addressable memory. - Huize Li; Hai Jin 001; Long Zheng 003; Yu Huang 013; Xiaofei Liao; Zhuohui Duan; Dan Chen 006; Chuangyi Gui (DAC, 2022)

A General Offloading Approach for Near-DRAM Processing-In-Memory Architectures. - Dan Chen 006; Hai Jin 001; Long Zheng 003; Yu Huang 013; Pengcheng Yao; Chuangyi Gui; Qinggang Wang; Haifeng Liu 003; Haiheng He; Xiaofei Liao; Ran Zheng (IPDPS, 2022)

GraphFly: Efficient Asynchronous Streaming Graphs Processing via Dependency-Flow. - Dan Chen 006; Chuangyi Gui; Yi Zhang 004; Hai Jin 001; Long Zheng 003; Yu Huang 013; Xiaofei Liao (SC, 2022)

A Flexible Yet Efficient DNN Pruning Approach for Crossbar-Based Processing-in-Memory Architectures. - Long Zheng 003; Haifeng Liu 003; Yu Huang 013; Dan Chen 006; Chaoqiang Liu; Haiheng He; Xiaofei Liao; Hai Jin 001; Jingling Xue (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

MeG2: In-Memory Acceleration for Genome Graphs Analysis. - Yu Huang 013; Long Zheng 003; Haifeng Liu 003; Zhuoran Zhou; Dan Chen 006; Pengcheng Yao; Qinggang Wang; Xiaofei Liao; Hai Jin 001 (DAC, 2023)

GraphMetaP: Efficient MetaPath Generation for Dynamic Heterogeneous Graph Models. - Haiheng He; Dan Chen 006; Long Zheng 003; Yu Huang 013; Haifeng Liu 003; Chaoqiang Liu; Xiaofei Liao; Hai Jin 001 (IPDPS, 2023)

MetaNMP: Leveraging Cartesian-Like Product to Accelerate HGNNs with Near-Memory Processing. - Dan Chen 006; Haiheng He; Hai Jin 001; Long Zheng 003; Yu Huang 013; Xinyang Shen; Xiaofei Liao (ISCA, 2023)

Accelerating Graph Convolutional Networks Through a PIM-Accelerated Approach. - Hai Jin 001; Dan Chen 006; Long Zheng 003; Yu Huang 013; Pengcheng Yao; Jin Zhao 003; Xiaofei Liao; Wenbin Jiang 001 (IEEE Trans. Computers, 2023)

CPSAA: Accelerating Sparse Attention Using Crossbar-Based Processing-In-Memory Architecture. - Huize Li; Hai Jin 001; Long Zheng 003; Xiaofei Liao; Yu Huang 013; Cong Liu 028; Jiahong Xu; Zhuohui Duan; Dan Chen 006; Chuangyi Gui (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

ARCHER: a ReRAM-based accelerator for compressed recommendation systems. - Xinyang Shen; Xiaofei Liao; Long Zheng 003; Yu Huang 013; Dan Chen 006; Hai Jin 001 (Frontiers Comput. Sci., 2024)

HyAtten: Hybrid Photonic-Digital Architecture for Accelerating Attention Mechanism. - Huize Li; Dan Chen 006; Tulika Mitra (DATE, 2025)

MeHyper: Accelerating Hypergraph Neural Networks by Exploring Implicit Dataflows. - Wenju Zhao; Pengcheng Yao; Dan Chen 006; Long Zheng 003; Xiaofei Liao; Qinggang Wang; Shaobo Ma; Yu Li; Haifeng Liu 003; Wenjing Xiao; Yufei Sun; Bing Zhu; et al. (HPCA, 2025)

HeterRAG: Heterogeneous Processing-in-Memory Acceleration for Retrieval-augmented Generation. - Chaoqiang Liu; Haifeng Liu 003; Dan Chen 006; Yu Huang 013; Yi Zhang 004; Wenjing Xiao; Xiaofei Liao; Hai Jin 001 (ISCA, 2025)

Hybrid Photonic-digital Accelerator for Attention Mechanism. - Huize Li; Dan Chen 006; Tulika Mitra (CoRR, 2025)

SADIMM: Accelerating $ underline{ text{S}}$S - parse $ underline{ text{A}}$A - ttention Using $ underline{ text{DIMM}}$DIMM - -Based Near-Memory Processing. - Huize Li; Dan Chen 006; Tulika Mitra (IEEE Trans. Computers, 2025)

Cheetah: Accelerating Dynamic Graph Mining with Grouping Updates. - Yi Zhang 004; Xiaomeng Yi; Yu Huang 013; Jingrui Yuan; Chuangyi Gui; Dan Chen 006; Long Zheng 003; Jianhui Yue; Xiaofei Liao; Hai Jin 001; Jingling Xue (ACM Trans. Archit. Code Optim., 2025)

SPLIM: Bridging the Gap Between Unstructured SpGEMM and Structured In-Situ Computing. - Huize Li; Dan Chen 006; Tulika Mitra (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

ChainPIM: A ReRAM-Based Processing-in-Memory Accelerator for HGNNs via Chain Structure. - Wenjing Xiao; Jianyu Wang; Dan Chen 006; Chenglong Shi; Xin Ling; Min Chen 003; Thomas Wu 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)