Efficient data streaming with on-chip accelerators: Opportunities and challenges. - Rui Hou 001; Lixin Zhang 002; Michael C. Huang 001; Kun Wang; Hubertus Franke; Yi Ge; Xiaotao Chang (HPCA, 2011)

Micro-architectural characterization of desktop cloud workloads. - Tao Jiang 010; Rui Hou 001; Lixin Zhang 002; Ke Zhang 017; Licheng Chen; Mingyu Chen 001; Ninghui Sun (IISWC, 2012)

TCNet: cross-node virtual machine communication acceleration. - Chunkun Bo; Rui Hou 001; Junmin Wu; Tao Jiang 010; Liuhang Zhang (Conf. Computing Frontiers, 2013)

Cost effective data center servers. - Rui Hou 001; Tao Jiang 010; Liuhang Zhang; Pengfei Qi; Jianbo Dong; Haibin Wang; Xiongli Gu; Shujie Zhang (HPCA, 2013)

The ARMv8 simulator. - Tao Jiang 010; Lele Zhang; Rui Hou 001; Yi Zhang 037; Qianlong Zhang; Lin Chai; Jing Han 011; Wuxiong Zhang; Cong Wang; Lixin Zhang 002 (ICS, 2013)

V-OpenCL: a method to use remote GPGPU. - Cong Wang; Tao Jiang 010; Rui Hou 001 (ICS, 2013)

Understanding the behavior of in-memory computing workloads. - Tao Jiang 010; Qianlong Zhang; Rui Hou 001; Lin Chai; Sally A. McKee; Zhen Jia 001; Ninghui Sun (IISWC, 2014)

Adapting Memory Hierarchies for Emerging Datacenter Interconnects. - Tao Jiang 010; Rui Hou 001; Jianbo Dong; Lin Chai; Sally A. McKee; Bin Tian; Lixin Zhang 002; Ninghui Sun (J. Comput. Sci. Technol., 2015)

P-Socket: optimizing a communication library for a PCIe-based intra-rack interconnect. - Liuhang Zhang; Rui Hou 001; Sally A. McKee; Jianbo Dong; Lixin Zhang 002 (Conf. Computing Frontiers, 2016)

Venice: Exploring server architectures for effective resource sharing. - Jianbo Dong; Rui Hou 001; Michael C. Huang 001; Tao Jiang 010; Boyan Zhao; Sally A. McKee; Haibin Wang; Xiaosong Cui; Lixin Zhang 002 (HPCA, 2016)

RAGuard: A Hardware Based Mechanism for Backward-Edge Control-Flow Integrity. - Jun Zhang; Rui Hou 001; Junfeng Fan; Ke Liu 004; Lixin Zhang 002; Sally A. McKee (Conf. Computing Frontiers, 2017)

Stateful Forward-Edge CFI Enforcement with Intel MPX. - Jun Zhang; Rui Hou 001; Wei Song 002; Zhiyuan Zhan; Boyan Zhao; Mingyu Chen 001; Dan Meng 002 (ACA, 2018)

Security-first architecture: deploying physically isolated active security processors for safeguarding the future of computing. - Dan Meng 002; Rui Hou 001; Gang Shi; Bibo Tu; Aimin Yu; Ziyuan Zhu; Xiaoqi Jia; Peng Liu 005 (Cybersecur., 2018)

An Efficient Method of Crowd Aggregation Computation in Public Areas. - Mingliang Xu 001; Chunxu Li; Pei Lv; Nie Lin; Rui Hou 001; Bing Zhou 003 (IEEE Trans. Circuits Syst. Video Technol., 2018)

Venice: An Effective Resource Sharing Architecture for Data Center Servers. - Boyan Zhao; Rui Hou 001; Jianbo Dong; Michael C. Huang 001; Sally A. McKee; Qianlong Zhang; Yueji Liu; Ye Li; Lixin Zhang 002; Dan Meng 002 (ACM Trans. Comput. Syst., 2018)

NPUFort: a secure architecture of DNN accelerator against model inversion attack. - Xingbin Wang; Rui Hou 001; Yifan Zhu; Jun Zhang; Dan Meng 002 (CF, 2019)

CacheGuard: a security-enhanced directory architecture against continuous attacks. - Kai Wang 061; Fengkai Yuan; Rui Hou 001; Jingqiang Lin 001; Zhenzhou Ji; Dan Meng 002 (CF, 2019)

Conditional Speculation: An Effective Approach to Safeguard Out-of-Order Execution Against Spectre Attacks. - Peinan Li; Lutan Zhao; Rui Hou 001; Lixin Zhang 002; Dan Meng 002 (HPCA, 2019)

Enabling Privacy-Preserving, Compute- and Data-Intensive Computing using Heterogeneous Trusted Execution Environment. - Jianping Zhu; Rui Hou 001; XiaoFeng Wang 001; Wenhao Wang 001; Jiangfeng Cao; Lutan Zhao; Fengkai Yuan; Peinan Li; Zhongpu Wang; Boyan Zhao; Lixin Zhang 002; Dan Meng 002 (CoRR, 2019)

RAGuard: An Efficient and User-Transparent Hardware Mechanism against ROP Attacks. - Jun Zhang; Rui Hou 001; Wei Song 002; Sally A. McKee; Zhen Jia 001; Chen Zheng 001; Mingyu Chen 001; Lixin Zhang 002; Dan Meng 002 (ACM Trans. Archit. Code Optim., 2019)

DNNGuard: An Elastic Heterogeneous DNN Accelerator Architecture against Adversarial Attacks. - Xingbin Wang; Rui Hou 001; Boyan Zhao; Fengkai Yuan; Jun Zhang; Dan Meng 002; Xuehai Qian (ASPLOS, 2020)

RCecker: a lightweight rule-based mechanism for backward control-flow integrity. - Xiaoxin Li; Jiazhen Li; Rui Hou 001; Dan Meng 002 (CF, 2020)

Capturing and Obscuring Ping-Pong Patterns to Mitigate Continuous Attacks. - Kai Wang 061; Fengkai Yuan; Rui Hou 001; Zhenzhou Ji; Dan Meng 002 (DATE, 2020)

SNA: A Siamese Network Accelerator to Exploit the Model-Level Parallelism of Hybrid Network Structure. - Xingbin Wang; Boyan Zhao; Rui Hou 001; Dan Meng 002 (DATE, 2020)

Enabling Rack-scale Confidential Computing using Heterogeneous Trusted Execution Environment. - Jianping Zhu; Rui Hou 001; XiaoFeng Wang 001; Wenhao Wang 001; Jiangfeng Cao; Boyan Zhao; Zhongpu Wang; Yuhui Zhang; Jiameng Ying; Lixin Zhang 002; Dan Meng 002 (SP, 2020)

Built-in Security Computer: Deploying Security-First Architecture Using Active Security Processor. - Dan Meng 002; Rui Hou 001; Gang Shi; Bibo Tu; Aimin Yu; Ziyuan Zhu; Xiaoqi Jia; Yu Wen 001; Yun Yang (IEEE Trans. Computers, 2020)

ShuffleFL: gradient-preserving federated learning using trusted execution environment. - Yuhui Zhang; Zhiwei Wang; Jiangfeng Cao; Rui Hou 001; Dan Meng 002 (CF, 2021)

A Lightweight Isolation Mechanism for Secure Branch Predictors. - Lutan Zhao; Peinan Li; Rui Hou 001; Michael C. Huang 001; Jiazhen Li; Lixin Zhang 002; Xuehai Qian; Dan Meng 002 (DAC, 2021)

PiPoMonitor: Mitigating Cross-core Cache Attacks Using the Auto-Cuckoo Filter. - Fengkai Yuan; Kai Wang 061; Rui Hou 001; Xiaoxin Li; Peinan Li; Lutan Zhao; Jiameng Ying; Amro Awad; Dan Meng 002 (DATE, 2021)

Punchcard: A Practical Red-Zone Based Scheme for Low-Overhead Heap Protection. - Chaochao Zhang; Amro Awad; Rui Hou 001; Mazen Al-Wadi (HPCC/DSS/SmartCity/DependSys, 2021)

NASGuard: A Novel Accelerator Architecture for Robust Neural Architecture Search (NAS) Networks. - Xingbin Wang; Boyan Zhao; Rui Hou 001; Amro Awad; Zhihong Tian; Dan Meng 002 (ISCA, 2021)

A Novel Probabilistic Saturating Counter Design for Secure Branch Predictor. - Lutan Zhao; Rui Hou 001; Kai Wang 061; Yu-Lan Su; Peinan Li; Dan Meng 002 (J. Comput. Sci. Technol., 2021)

Line-Coalescing DRAM Cache. - Qianlong Zhang; Xiufeng Sui; Rui Hou 001; Lixin Zhang 002 (Sustain. Comput. Informatics Syst., 2021)

Exploiting Security Dependence for Conditional Speculation Against Spectre Attacks. - Lutan Zhao; Peinan Li; Rui Hou 001; Michael C. Huang 001; Peng Liu 005; Lixin Zhang 002; Dan Meng 002 (IEEE Trans. Computers, 2021)

Mitigating Cross-Core Cache Attacks via Suspicious Traffic Detection. - Kai Wang 061; Fengkai Yuan; Lutan Zhao; Rui Hou 001; Zhenzhou Ji; Dan Meng 002 (IEEE Trans. Very Large Scale Integr. Syst., 2021)

Mimic Octopus Attack: Dynamic Camouflage Adversarial Examples Using Mimetic Feature for 3D Humans. - Jing Li 114; Sisi Zhang; Xingbin Wang; Rui Hou 001 (Inscrypt, 2022)

Conditional address propagation: an efficient defense mechanism against transient execution attacks. - Peinan Li; Rui Hou 001; Lutan Zhao; Yifan Zhu; Dan Meng 002 (DAC, 2022)

HyBP: Hybrid Isolation-Randomization Secure Branch Predictor. - Lutan Zhao; Peinan Li; Rui Hou 001; Michael C. Huang 001; Xuehai Qian; Lixin Zhang 002; Dan Meng 002 (HPCA, 2022)

LAK: A Low-Overhead Lock-and-Key Based Schema for GPU Memory Safety. - Chaochao Zhang; Rui Hou 001 (ICCD, 2022)

TACC: a secure accelerator enclave for AI workloads. - Jianping Zhu; Rui Hou 001; Dan Meng 002 (SYSTOR, 2022)

Security Support on Memory Controller for Heap Memory Safety. - Chaochao Zhang; Rui Hou 001 (TrustCom, 2022)

Defensive Design of Saturating Counters Based on Differential Privacy. - Depeng Liu; Lutan Zhao; Pengfei Yang 002; Bow-Yaw Wang; Rui Hou 001; Lijun Zhang 001; Naijun Zhan (CoRR, 2022)

Remapped Cache Layout: Thwarting Cache-Based Side-Channel Attacks with a Hardware Defense. - Wei Song 002; Rui Hou 001; Peng Liu 005; Xiaoxin Li; Peinan Li; Lutan Zhao; Xiaofei Fu; Yifei Sun; Dan Meng 002 (CoRR, 2022)

CPP: A lightweight memory page management extension to prevent code pointer leakage. - Jiameng Ying; Rui Hou 001; Lutan Zhao; Fengkai Yuan; Penghui Zhao; Dan Meng 002 (J. Syst. Archit., 2022)

Secure hybrid replacement policy: Mitigating conflict-based cache side channel attacks. - Kai Wang 061; Fengkai Yuan; Lutan Zhao; Rui Hou 001; Zhenzhou Ji; Dan Meng 002 (Microprocess. Microsystems, 2022)

ChaosINTC: A Secure Interrupt Management Mechanism against Interrupt-based Attacks on TEE. - Yifan Zhu; Peinan Li; Lutan Zhao; Dan Meng 002; Rui Hou 001 (DAC, 2023)

TensorFHE: Achieving Practical Computation on Encrypted Data Using GPGPU. - Shengyu Fan; Zhiwei Wang; Weizhi Xu 001; Rui Hou 001; Dan Meng 002; Mingzhe Zhang (HPCA, 2023)

NTTFusion: Efficient Number Theoretic Transform Acceleration on GPUs. - Zhiwei Wang; Peinan Li; Rui Hou 001; Dan Meng 002 (ICCD, 2023)

Architecting the Autocuckoo Filter to Defend Against Cross-Core Cache Attacks. - Fengkai Yuan; Kai Wang 061; Jiameng Ying; Rui Hou 001; Lutan Zhao; Peinan Li; Yifan Zhu; Zhenzhou Ji; Dan Meng 002 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

HE-Booster: An Efficient Polynomial Arithmetic Acceleration on GPUs for Fully Homomorphic Encryption. - Zhiwei Wang; Peinan Li; Rui Hou 001; Zhihao Li 001; Jiangfeng Cao; XiaoFeng Wang 001; Dan Meng 002 (IEEE Trans. Parallel Distributed Syst., 2023)

SecPaging: Secure Enclave Paging with Hardware-Enforced Protection against Controlled-Channel Attacks. - Yunkai Bai; Peinan Li; Yubiao Huang; Shiwen Wang 002; Xingbin Wang; Dan Meng 002; Rui Hou 001 (DAC, 2024)

Garrison: A High-Performance GPU-Accelerated Inference System for Adversarial Ensemble Defense. - Yan Wang 122; Xingbin Wang; Zechao Lin; Yulan Su; Sisi Zhang; Rui Hou 001; Dan Meng 002 (DAC, 2024)

EnTurbo: Accelerate Confidential Serverless Computing via Parallelizing Enclave Startup Procedure. - Yifan Zhu; Peinan Li; Yunkai Bai; Yubiao Huang; Shiwen Wang 002; Xingbin Wang; Dan Meng 002; Rui Hou 001 (DAC, 2024)

FakeGuard: Novel Architecture Support for Deepfake Detection Networks. - Xingbin Wang; Dan Meng 002; Rui Hou 001; Yan Wang 122 (Euro-Par (2), 2024)

SpecFL: An Efficient Speculative Federated Learning System for Tree-based Model Training. - Yuhui Zhang; Lutan Zhao; Cheng Che; XiaoFeng Wang 001; Dan Meng 002; Rui Hou 001 (HPCA, 2024)

HyperTEE: A Decoupled TEE Architecture with Secure Enclave Management. - Yunkai Bai; Peinan Li; Yubiao Huang; Michael C. Huang 001; Shijun Zhao; Lutan Zhao; Fengwei Zhang; Dan Meng 002; Rui Hou 001 (MICRO, 2024)

Trinity: A General Purpose FHE Accelerator. - Xianglong Deng; Shengyu Fan; Zhicheng Hu; Zhuoyu Tian; Zihao Yang; Jiangrui Yu; Dingyuan Cao 002; Dan Meng 002; Rui Hou 001; Meng Li; Qian Lou; Mingzhe Zhang (MICRO, 2024)

MSMP: A Centralized Shared-memory Management for Building Efficient and Reliable File Systems on Microkernels. - Feng He; Shijun Zhao; Dan Meng 002; Rui Hou 001 (TrustCom, 2024)

NestedSGX: Bootstrapping Trust to Enclaves within Confidential VMs. - Wenhao Wang 001; Linke Song; Benshan Mei; Shuang Liu; Shijun Zhao; Shoumeng Yan; XiaoFeng Wang 001; Dan Meng 002; Rui Hou 001 (CoRR, 2024)

Taiyi: A high-performance CKKS accelerator for Practical Fully Homomorphic Encryption. - Shengyu Fan; Xianglong Deng; Zhuoyu Tian; Zhicheng Hu; Liang Chang 002; Rui Hou 001; Dan Meng 002; Mingzhe Zhang (CoRR, 2024)

The Early Bird Catches the Leak: Unveiling Timing Side Channels in LLM Serving Systems. - Linke Song; Zixuan Pang; Wenhao Wang 001; Zihao Wang; XiaoFeng Wang 001; Hongbo Chen; Wei Song 002; Yier Jin; Dan Meng 002; Rui Hou 001 (CoRR, 2024)

Chameleon: An Efficient FHE Scheme Switching Acceleration on GPUs. - Zhiwei Wang; Haoqi He; Lutan Zhao; Peinan Li; Zhihao Li 001; Dan Meng 002; Rui Hou 001 (CoRR, 2024)

Faster NTRU-based Bootstrapping in less than 4 ms. - Zhihao Li 001; Xianhui Lu; Zhiwei Wang; Ruida Wang; Ying Liu; Yinhang Zheng; Lutan Zhao; Kunpeng Wang 001; Rui Hou 001 (IACR Trans. Cryptogr. Hardw. Embed. Syst., 2024)

Elastic MSM: A Fast, Elastic and Modular Preprocessing Technique for Multi-Scalar Multiplication Algorithm on GPUs. - Xudong Zhu; Haoqi He; Zhengbang Yang; Yi Deng; Lutan Zhao; Rui Hou 001 (IACR Trans. Cryptogr. Hardw. Embed. Syst., 2024)

Nacc-Guard: a lightweight DNN accelerator architecture for secure deep learning. - Peng Li; Cheng Che; Rui Hou 001 (J. Supercomput., 2024)

A Hybrid Sparse-dense Defensive DNN Accelerator Architecture against Adversarial Example Attacks. - Xingbin Wang; Boyan Zhao; Yulan Su; Sisi Zhang; Fengkai Yuan; Jun Zhang; Dan Meng 002; Rui Hou 001 (ACM Trans. Embed. Comput. Syst., 2024)

EnsGuard: A Novel Acceleration Framework for Adversarial Ensemble Learning. - Xingbin Wang; Yan Wang 122; Yulan Su; Sisi Zhang; Dan Meng 002; Rui Hou 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

ROBIN: A Novel Framework for Accelerating Robust Multi-Variant Training. - Yan Wang 122; Xingbin Wang; Yulan Su; Sisi Zhang; Zechao Lin; Dan Meng 002; Rui Hou 001 (ASP-DAC, 2025)

Corrosion Hammer: A Self-Activated Bit-Flip Attack to the Processing-In-Memory Accelerator. - Zihao Yang; Mengxin Zheng; Shengyu Fan; Qian Lou; Rui Hou 001; Dan Meng 002; Mingzhe Zhang (CF, 2025)

LegoZK: A Dynamically Reconfigurable Accelerator for Zero-Knowledge Proof. - Zhengbang Yang; Lutan Zhao; Peinan Li; Han Liu; Kai Li; Boyan Zhao; Dan Meng 002; Rui Hou 001 (HPCA, 2025)

LoRATEE: A Secure and Efficient Inference Framework for Multi-Tenant LoRA LLMs Based on TEE. - Zechao Lin; Sisi Zhang; Xingbin Wang; Yulan Su; Yan Wang 122; Rui Hou 001; Dan Meng 002 (ICASSP, 2025)

RanDoctor: System-Level Ransomware Detection with ProbSparse Self-Attention. - Zhilu Wang; Peinan Li; Lingbo Zhao; Fengkai Yuan; Rui Hou 001; Dan Meng 002 (ICASSP, 2025)

Jack of All Trades, Master of None: PMP-Guided Adaptive Multi-Teacher Distillation with Meta-Learning. - Sisi Zhang; Zechao Lin; Xingbin Wang; Yulan Su; Yan Wang 122; Rui Hou 001; Dan Meng 002 (ICASSP, 2025)

RanHunter: Advancing Ransomware Detection with Channel Attention and Multi-head Attention. - Zhilu Wang; Peinan Li; Lingbo Zhao; Fengkai Yuan; Rui Hou 001; Dan Meng 002 (ICIC (4), 2025)

FAST: An FHE Accelerator for Scalable-parallelism with Tunable-bit. - Shengyu Fan; Xianglong Deng; Liang Kong; Guiming Shi; Guang Fan; Dan Meng 002; Rui Hou 001; Mingzhe Zhang (ISCA, 2025)

Neo: Towards Efficient Fully Homomorphic Encryption Acceleration using Tensor Core. - Dian Jiao; Xianglong Deng; Zhiwei Wang; Shengyu Fan; Yi Chen; Dan Meng 002; Rui Hou 001; Mingzhe Zhang (ISCA, 2025)

Poseidon: A NAS-Based Ensemble Defense Method Against Multiple Perturbations. - Yulan Su; Sisi Zhang; Zechao Lin; Xingbin Wang; Lutan Zhao; Dan Meng 002; Rui Hou 001 (MMM (3), 2025)

RobSparse: Automatic Search for GPU-Friendly Robust and Sparse Vision Transformers. - Yulan Su; Sisi Zhang; Yan Wang 122; Xingbin Wang; Lutan Zhao; Dan Meng 002; Rui Hou 001 (MMM (3), 2025)

The Road to Trust: Building Enclaves within Confidential VMs. - Wenhao Wang 001; Linke Song; Benshan Mei; Shuang Liu; Shijun Zhao; Shoumeng Yan; XiaoFeng Wang 001; Dan Meng 002; Rui Hou 001 (NDSS, 2025)

SCRUTINIZER: Towards Secure Forensics on Compromised TrustZone. - Yiming Zhang 030; Fengwei Zhang; Xiapu Luo; Rui Hou 001; Xuhua Ding; Zhenkai Liang; Shoumeng Yan; Tao Wei 002; Zhengyu He (NDSS, 2025)

ERW-Radar: An Adaptive Detection System against Evasive Ransomware by Contextual Behavior Detection and Fine-grained Content Analysis. - Lingbo Zhao; Yuhui Zhang; Zhilu Wang; Fengkai Yuan; Rui Hou 001 (NDSS, 2025)

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity. - Guang Yan; Yuhui Zhang; Zimu Guo; Lutan Zhao; Xiaojun Chen 004; Chen Wang; Wenhao Wang 001; Dan Meng 002; Rui Hou 001 (SP, 2025)

MD-SONIC: Maliciously-Secure Outsourcing Neural Network Inference With Reduced Online Communication. - Yansong Zhang; Xiaojun Chen 004; Ye Dong; Qinghui Zhang; Rui Hou 001; Qiang Liu; Xudong Chen (IEEE Trans. Inf. Forensics Secur., 2025)

CryptPEFT: Efficient and Private Neural Network Inference via Parameter-Efficient Fine-Tuning. - Saisai Xia; Wenhao Wang 001; Zihao Wang; Yuhui Zhang; Yier Jin; Dan Meng 002; Rui Hou 001 (CoRR, 2025)

An Efficient Speculative Federated Tree Learning System With a Lightweight NN-Based Predictor. - Yuhui Zhang; Hong Liao; Lutan Zhao; Yuncong Shao; Zhihong Tian; XiaoFeng Wang; Dan Meng 002; Rui Hou 001 (IEEE Trans. Parallel Distributed Syst., 2025)

LP-HENN: fully homomorphic encryption accelerator with high energy efficiency. - Zhuoyu Tian; Lei Chen; Shengyu Fan; Xianglong Deng; Rui Hou 001; Dan Meng 002; Mingzhe Zhang (Cybersecur., 2025)