Practical Near-Data Processing for In-Memory Analytics Frameworks. - Mingyu Gao 001; Grant Ayers; Christos Kozyrakis (PACT, 2015)

Energy-Efficient Abundant-Data Computing: The N3XT 1, 000x. - Mohamed M. Sabry; Mingyu Gao 001; Gage Hills; Chi-Shuen Lee; Greg Pitner; Max M. Shulaker; Tony F. Wu; Mehdi Asheghi; Jeffrey Bokor; Franz Franchetti; Kenneth E. Goodson; Christos Kozyrakis; et al. (Computer, 2015)

HRL: Efficient and flexible reconfigurable logic for near-data processing. - Mingyu Gao 001; Christos Kozyrakis (HPCA, 2016)

TETRIS: Scalable and Efficient Neural Network Acceleration with 3D Memory. - Mingyu Gao 001; Jing Pu; Xuan Yang; Mark Horowitz; Christos Kozyrakis (ASPLOS, 2017)

3D nanosystems enable embedded abundant-data computing: special session paper. - William Hwang; Mohamed M. Sabry Aly; Yash H. Malviya; Mingyu Gao 001; Tony F. Wu; Christos Kozyrakis; H.-S. Philip Wong; Subhasish Mitra (CODES+ISSS, 2017)

DRAF: A Low-Power DRAM-Based Reconfigurable Acceleration Fabric. - Mingyu Gao 001; Christina Delimitrou; Dimin Niu; Krishna T. Malladi; Hongzhong Zheng; Bob Brennan; Christos Kozyrakis (IEEE Micro, 2017)

GraphP: Reducing Communication for PIM-Based Graph Processing with Efficient Data Partition. - Mingxing Zhang; Youwei Zhuo; Chao Wang 051; Mingyu Gao 001; Yongwei Wu 001; Kang Chen; Christos Kozyrakis; Xuehai Qian (HPCA, 2018)

DNN Dataflow Choice Is Overrated. - Xuan Yang; Mingyu Gao 001; Jing Pu; Ankita Nayak; Qiaoyi Liu; Steven Bell; Jeff Setter; Kaidi Cao; Heonjae Ha; Christos Kozyrakis; Mark Horowitz (CoRR, 2018)

TANGRAM: Optimized Coarse-Grained Dataflow for Scalable NN Accelerators. - Mingyu Gao 001; Xuan Yang; Jing Pu; Mark Horowitz; Christos Kozyrakis (ASPLOS, 2019)

Optimizing DNN Computation with Relaxed Graph Substitutions. - Zhihao Jia; James Thomas 003; Todd Warszawski; Mingyu Gao 001; Matei Zaharia; Alex Aiken (SysML, 2019)

Interstellar: Using Halide's Scheduling Language to Analyze DNN Accelerators. - Xuan Yang; Mingyu Gao 001; Qiaoyi Liu; Jeff Setter; Jing Pu; Ankita Nayak; Steven Bell; Kaidi Cao; Heonjae Ha; Priyanka Raina; Christos Kozyrakis; Mark Horowitz (ASPLOS, 2020)

Improving the Accuracy, Scalability, and Performance of Graph Neural Networks with Roc. - Zhihao Jia; Sina Lin; Mingyu Gao 001; Matei Zaharia; Alex Aiken (MLSys, 2020)

PipeZK: Accelerating Zero-Knowledge Proof with a Pipelined Architecture. - Ye Zhang; Shuo Wang 009; Xian Zhang 001; Jiangbin Dong; Xingzhong Mao; Fan Long; Cong Wang; Dong Zhou 006; Mingyu Gao 001; Guangyu Sun 003 (ISCA, 2021)

PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections. - Haojie Wang; Jidong Zhai; Mingyu Gao 001; Zixuan Ma; Shizhi Tang; Liyan Zheng 001; Yuanzhi Li; Kaiyuan Rong; Yuanyong Chen; Zhihao Jia (OSDI, 2021)

FINGERS: exploiting fine-grained parallelism in graph mining accelerators. - Qihang Chen; Boyu Tian; Mingyu Gao 001 (ASPLOS, 2022)

ShEF: shielded enclaves for cloud FPGAs. - Mark Zhao; Mingyu Gao 001; Christos Kozyrakis (ASPLOS, 2022)

PPMLAC: high performance chipset architecture for secure multi-party computation. - Xing Zhou; Zhilei Xu; Cong Wang; Mingyu Gao 001 (ISCA, 2022)

RePAST: A ReRAM-based PIM Accelerator for Second-order Training of DNN. - Yilong Zhao; Li Jiang 002; Mingyu Gao 001; Naifeng Jing; Chengyang Gu; Qidong Tang; Fangxin Liu; Tao Yang 031; Xiaoyao Liang (CoRR, 2022)

Secure MLaaS with Temper: Trusted and Efficient Model Partitioning and Enclave Reuse. - Fabing Li; Xiang Li; Mingyu Gao 001 (ACSAC, 2023)

Spada: Accelerating Sparse Matrix Multiplication with Adaptive Dataflow. - Zhiyao Li; Jiaxiang Li; Taijie Chen; Dimin Niu; Hongzhong Zheng; Yuan Xie 001; Mingyu Gao 001 (ASPLOS (2), 2023)

GZKP: A GPU Accelerated Zero-Knowledge Proof System. - Weiliang Ma; Qian Xiong; Xuanhua Shi; Xiaosong Ma; Hai Jin 001; Haozhao Kuang; Mingyu Gao 001; Ye Zhang; Haichen Shen; Weifang Hu (ASPLOS (2), 2023)

ABNDP: Co-optimizing Data Access and Load Balance in Near-Data Processing. - Boyu Tian; Qihang Chen; Mingyu Gao 001 (ASPLOS (3), 2023)

Baryon: Efficient Hybrid Memory Management with Compression and Sub-Blocking. - Yiwei Li 004; Mingyu Gao 001 (HPCA, 2023)

SAM: A Scalable Accelerator for Number Theoretic Transform Using Multi-Dimensional Decomposition. - Cheng Wang; Mingyu Gao 001 (ICCAD, 2023)

Honeycomb: Secure and Efficient GPU Executions via Static Validation. - Haohui Mai; Jiacheng Zhao; Hongren Zheng; Yiyang Zhao; Zibin Liu; Mingyu Gao 001; Cong Wang; Huimin Cui; Xiaobing Feng 002; Christos Kozyrakis (OSDI, 2023)

KAPLA: Pragmatic Representation and Fast Solving of Scalable NN Accelerator Dataflow. - Zhiyao Li; Mingyu Gao 001 (CoRR, 2023)

When Tree Meets Hash: Reducing Random Reads for Index Structures on Persistent Memories. - Ke Wang 040; Guanqun Yang; Yiwei Li 004; Huanchen Zhang; Mingyu Gao 001 (Proc. ACM Manag. Data, 2023)

FLARE: A Fast, Secure, and Memory-Efficient Distributed Analytics Framework (Flavor: Systems). - Xiang Li; Fabing Li; Mingyu Gao 001 (Proc. VLDB Endow., 2023)

SODA: A Set of Fast Oblivious Algorithms in Distributed Secure Data Analytics. - Xiang Li; Nuozhou Sun; Yunqian Luo; Mingyu Gao 001 (Proc. VLDB Endow., 2023)

Optimizing DNNs With Partially Equivalent Transformations and Automated Corrections. - Haojie Wang; Jidong Zhai; Mingyu Gao 001; Feng Zhang 007; Tuowei Wang; Zixuan Ma; Shizhi Tang; Liyan Zheng 001; Wen Wang; Kaiyuan Rong; Yuanyong Chen; Zhihao Jia (IEEE Trans. Computers, 2023)

Trimma: Trimming Metadata Storage and Latency for Hybrid Memory Systems. - Yiwei Li 004; Boyu Tian; Mingyu Gao 001 (PACT, 2024)

Salus: A Practical Trusted Execution Environment for CPU-FPGA Heterogeneous Cloud Platforms. - Yu Zou; Yiran Li; Sheng Wang 011; Le Su; Zhen Gu; Yanheng Lu; Yijin Guan; Dimin Niu; Mingyu Gao 001; Yuan Xie 001; Feifei Li 001 (ASPLOS (4), 2024)

Gemini: Mapping and Architecture Co-exploration for Large-scale DNN Chiplet Accelerators. - Jingwei Cai; Zuotong Wu; Sen Peng; Yuchen Wei; Zhanhong Tan; Guiming Shi; Mingyu Gao 001; Kaisheng Ma (HPCA, 2024)

Seesaw: Compensating for Nonlinear Reduction with Linear Computations for Private Inference. - Fabing Li; Yuanhao Zhai; Shuangyu Cai; Mingyu Gao 001 (ICML, 2024)

NDPBridge: Enabling Cross-Bank Coordination in Near-DRAM-Bank Processing Architectures. - Boyu Tian; Yiwei Li 004; Li Jiang 002; Shuangyu Cai; Mingyu Gao 001 (ISCA, 2024)

UM-PIM: DRAM-based PIM with Uniform & Shared Memory Space. - Yilong Zhao; Mingyu Gao 001; Fangxin Liu; Yiwei Hu; Zongwu Wang; Han Lin; Jin Li 002; He Xian; Hanlin Dong; Tao Yang 031; Naifeng Jing; Xiaoyao Liang; et al. (ISCA, 2024)

Stream-Based Data Placement for Near-Data Processing with Extended Memory. - Yiwei Li 004; Boyu Tian; Yi Ren; Mingyu Gao 001 (MICRO, 2024)

LightZone: Lightweight Hardware-Assisted In-Process Isolation for ARM64. - Ziqi Yuan; Siyu Hong; Ruorong Guo; Rui Chang; Mingyu Gao 001; Wenbo Shen; Yajin Zhou (Middleware, 2024)

Hydrogen: Contention-Aware Hybrid Memory for Heterogeneous CPU-GPU Architectures. - Yiwei Li 004; Mingyu Gao 001 (SC, 2024)

Bulkor: Enabling Bulk Loading for Path ORAM. - Xiang Li; Yunqian Luo; Mingyu Gao 001 (SP, 2024)

ETCIM: An Error-Tolerant Digital-CIM Processor with Redundancy-Free Repair and Run-Time MAC and Cell Error Correction. - Yiqi Wang 005; Zhen He; Chenggang Zhao; Zihan Wu 006; Mingyu Gao 001; Huiming Han; Shaojun Wei; Yang Hu 001; Fengbin Tu; Shouyi Yin (VLSI Technology and Circuits, 2024)

A system capable of verifiably and privately screening global DNA synthesis. - Carsten Baum; Jens Berlips; Walther Chen; Hongrui Cui; Ivan Damgård; Jiangbin Dong; Kevin M. Esvelt; Mingyu Gao 001; Dana Gretton; Leonard Foner; Martin Kysel; Kaiyi Zhang 001; et al. (CoRR, 2024)

FastSwitch: Optimizing Context Switching Efficiency in Fairness-aware Large Language Model Serving. - Ao Shen; Zhiyao Li; Mingyu Gao 001 (CoRR, 2024)

PimPam: Efficient Graph Pattern Matching on Real Processing-in-Memory Hardware. - Shuangyu Cai; Boyu Tian; Huanchen Zhang; Mingyu Gao 001 (Proc. ACM Manag. Data, 2024)

KAPLA: Scalable NN Accelerator Dataflow Design Space Structuring and Fast Exploring. - Zhiyao Li; Mingyu Gao 001 (ASP-DAC, 2025)

UniZK: Accelerating Zero-Knowledge Proof with Unified Hardware and Flexible Kernel Mapping. - Cheng Wang 045; Mingyu Gao 001 (ASPLOS (1), 2025)

A Unified Vector Processing Unit for Fully Homomorphic Encryption. - Jiangbin Dong; Xinhua Chen; Mingyu Gao 001 (DATE, 2025)

SoMa: Identifying, Exploring, and Understanding the DRAM Communication Scheduling Space for DNN Accelerators. - Jingwei Cai; Xuan Wang; Mingyu Gao 001; Sen Peng; Zijian Zhu; Yuchen Wei; Zuotong Wu; Kaisheng Ma (HPCA, 2025)

EFFACT: A Highly Efficient Full-Stack FHE Acceleration Platform. - Yi Huang 036; Xinsheng Gong; Xiangyu Kong; Dibei Chen; Jianfeng Zhu 001; Wenping Zhu; Liangwei Li; Mingyu Gao 001; Shaojun Wei; Aoyang Zhang; Leibo Liu (HPCA, 2025)

Adyna: Accelerating Dynamic Neural Networks with Adaptive Scheduling. - Zhiyao Li; Bohan Yang 017; Jiaxiang Li; Taijie Chen; Xintong Li; Mingyu Gao 001 (HPCA, 2025)

Lincoln: Real-Time 50 100B LLM Inference on Consumer Devices with LPDDR-Interfaced, Compute-Enabled Flash Memory. - Weiyi Sun; Mingyu Gao 001; Zhaoshi Li; Aoyang Zhang; Iris Ying Chou; Jianfeng Zhu 001; Shaojun Wei; Leibo Liu (HPCA, 2025)

ANSMET: Approximate Nearest Neighbor Search with Near-Memory Processing and Hybrid Early Termination. - Yiwei Li 004; Yuxin Jin; Boyu Tian; Huanchen Zhang; Mingyu Gao 001 (ISCA, 2025)

HYTE: Flexible Tiling for Sparse Accelerators via Hybrid Static-Dynamic Approaches. - Xintong Li; Zhiyao Li; Mingyu Gao 001 (ISCA, 2025)

HotRAP: Hot Record Retention and Promotion for LSM-trees with Tiered Storage. - Jiansheng Qiu; Fangzhou Yuan; Mingyu Gao 001; Huanchen Zhang (USENIX ATC, 2025)

A Critique on Average-Case Noise Analysis in RLWE-Based Homomorphic Encryption. - Mingyu Gao 001; Hongren Zheng (IACR Cryptol. ePrint Arch., 2025)

A comprehensive survey of hardware-based security techniques from an architectural perspective. - Jingsheng Li; Mingyu Gao 001 (J. Syst. Archit., 2025)

Twilight: Adaptive Attention Sparsity with Hierarchical Top-p Pruning. - Chaofan Lin; Jiaming Tang; Shuo Yang; Hanshuo Wang; Tian Tang; Boyu Tian; Ion Stoica; Song Han 003; Mingyu Gao 001 (CoRR, 2025)

Femur: A Flexible Framework for Fast and Secure Querying from Public Key-Value Store. - Jiaoyi Zhang; Liqiang Peng; Mo Sha 002; Weiran Liu; Xiang Li; Sheng Wang 011; Feifei Li 001; Mingyu Gao 001; Huanchen Zhang (Proc. ACM Manag. Data, 2025)

Raccoon: Lightweight Support for Comprehensive Control Flows in Reconfigurable Spatial Architectures. - Xiangyu Kong; Yi Huang 036; Longlong Chen; Jianfeng Zhu 001; Liangwei Li; Xingchen Man; Mingyu Gao 001; Shaojun Wei; Leibo Liu (IEEE Trans. Parallel Distributed Syst., 2025)

PUSHtap: PIM-based In-Memory HTAP with Unified Data Storage Format. - Yilong Zhao; Mingyu Gao 001; Huanchen Zhang; Fangxin Liu; Gongye Chen; He Xian; Haibing Guan; Li Jiang 002 (CoRR, 2025)

SSS-DIMM: Removing Redundant Data Movement in Trusted DIMM-Based Near-Memory-Processing Kernel Offloading via Secure Space Sharing. - Weiyi Sun; Jianfeng Zhu 001; Mingyu Gao 001; Zhaoshi Li; Shaojun Wei; Leibo Liu (IEEE Trans. Parallel Distributed Syst., 2025)