| 2024 | ASPLOS | GPU-based Private Information Retrieval for On-Device Machine Learning Inference. | Maximilian Lam, Jeff Johnson, Wenjie Xiong, Kiwan Maeng, Udit Gupta, Yang Li, Liangzhen Lai, Ilias Leontiadis, Minsoo Rhu, Hsien-Hsin S. Lee, Vijay Janapa Reddi, Gu-Yeon Wei, David Brooks, G. Edward Suh |
| 2023 | HPCA | AutoCAT: Reinforcement Learning for Automated Exploration of Cache-Timing Attacks. | Mulong Luo, Wenjie Xiong, Geunbae Lee, Yueying Li, Xiaomeng Yang, Amy Zhang, Yuandong Tian, Hsien-Hsin S. Lee, G. Edward Suh |
| 2023 | ICLR | MACTA: A Multi-agent Reinforcement Learning Approach for Cache Timing Attacks and Detection. | Jiaxun Cui, Xiaomeng Yang, Mulong Luo, Geunbae Lee, Peter Stone, Hsien-Hsin S. Lee, Benjamin Lee, G. Edward Suh, Wenjie Xiong, Yuandong Tian |
| 2023 | ICML | Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning Using Independent Component Analysis. | Sanjay Kariyappa, Chuan Guo, Kiwan Maeng, Wenjie Xiong, G. Edward Suh, Moinuddin K. Qureshi, Hsien-Hsin S. Lee |
| 2022 | HPCA | Hercules: Heterogeneity-Aware Inference Serving for At-Scale Personalized Recommendation. | Liu Ke, Udit Gupta, Mark Hempstead, Carole-Jean Wu, Hsien-Hsin S. Lee, Xuan Zhang |
| 2022 | HPCA | SecNDP: Secure Near-Data Processing with Untrusted Memory. | Wenjie Xiong, Liu Ke, Dimitrije Jankov, Michael Kounavis, Xiaochen Wang, Eric Northup, Jie Amy Yang, Bilge Acun, Carole-Jean Wu, Ping Tak Peter Tang, G. Edward Suh, Xuan Zhang, Hsien-Hsin S. Lee |
| 2022 | ISCA | ACT: designing sustainable computer systems with an architectural carbon modeling tool. | Udit Gupta, Mariam Elgamal, Gage Hills, Gu-Yeon Wei, Hsien-Hsin S. Lee, David Brooks, Carole-Jean Wu |
| 2022 | ISPASS | Characterization of MPC-based Private Inference for Transformer-based Models. | Yongqin Wang, G. Edward Suh, Wenjie Xiong, Benjamin Lefaudeux, Brian Knott, Murali Annavaram, Hsien-Hsin S. Lee |
| 2021 | HPCA | Chasing Carbon: The Elusive Environmental Footprint of Computing. | Udit Gupta, Young Geun Kim, Sylvia Lee, Jordan Tse, Hsien-Hsin S. Lee, Gu-Yeon Wei, David Brooks, Carole-Jean Wu |
| 2021 | HPCA | Cheetah: Optimizing and Accelerating Homomorphic Encryption for Private Inference. | Brandon Reagen, Wooseok Choi, Yeongil Ko, Vincent T. Lee, Hsien-Hsin S. Lee, Gu-Yeon Wei, David Brooks |
| 2020 | HPCA | The Architectural Implications of Facebook's DNN-Based Personalized Recommendation. | Udit Gupta, Carole-Jean Wu, Xiaodong Wang, Maxim Naumov, Brandon Reagen, David Brooks, Bradford Cottel, Kim M. Hazelwood, Mark Hempstead, Bill Jia, Hsien-Hsin S. Lee, Andrey Malevich, Dheevatsa Mudigere, Mikhail Smelyanskiy, Liang Xiong, Xuan Zhang |
| 2020 | ISCA | DeepRecSys: A System for Optimizing End-To-End At-Scale Neural Recommendation Inference. | Udit Gupta, Samuel Hsia, Vikram Saraph, Xiaodong Wang, Brandon Reagen, Gu-Yeon Wei, Hsien-Hsin S. Lee, David Brooks, Carole-Jean Wu |
| 2020 | ISCA | RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing. | Liu Ke, Udit Gupta, Benjamin Youngjae Cho, David Brooks, Vikas Chandra, Utku Diril, Amin Firoozshahian, Kim M. Hazelwood, Bill Jia, Hsien-Hsin S. Lee, Meng Li, Bert Maher, Dheevatsa Mudigere, Maxim Naumov, Martin Schatz, Mikhail Smelyanskiy, Xiaodong Wang, Brandon Reagen, Carole-Jean Wu, Mark Hempstead, Xuan Zhang |
| 2017 | DATE | Fault clustering technique for 3D memory BISR. | Tianjian Li, Yan Han, Xiaoyao Liang, Hsien-Hsin S. Lee, Li Jiang |
| 2014 | CLOUD | ATAC: Ambient Temperature-Aware Capping for Power Efficient Datacenters. | Sungkap Yeo, Mohammad M. Hossain, Jen-Cheng Huang, Hsien-Hsin S. Lee |
| 2014 | MICRO | GPUMech: GPU Performance Modeling Technique Based on Interval Analysis. | Jen-Cheng Huang, Joo Hwan Lee, Hyesoon Kim, Hsien-Hsin S. Lee |
| 2013 | ISCA | Tri-level-cell phase change memory: toward an efficient and reliable memory system. | Nak Hee Seong, Sungkap Yeo, Hsien-Hsin S. Lee |
| 2012 | CloudCom | Migration energy-aware workload consolidation in enterprise clouds. | Mohammad M. Hossain, Jen-Cheng Huang, Hsien-Hsin S. Lee |
| 2012 | ICCSA | Adaptive Dynamic Frequency Scaling for Thermal-Aware 3D Multi-core Processors. | Hong Jun Choi, Young Jin Park, Hsien-Hsin S. Lee, Cheol Hong Kim |
| 2011 | ICCD | Designing 3D test wrappers for pre-bond and post-bond test of 3D embedded cores. | Dean L. Lewis, Shreepad Panth, Xin Zhao, Sung Kyu Lim, Hsien-Hsin S. Lee |
| 2011 | ICPP | Symbiotic Scheduling for Shared Caches in Multi-core Systems Using Memory Footprint Signature. | Mrinmoy Ghosh, Ripal Nathuji, Min Lee, Karsten Schwan, Hsien-Hsin S. Lee |
| 2010 | ASPLOS | COMPASS: a programmable data prefetcher using idle GPU shaders. | Dong Hyuk Woo, Hsien-Hsin S. Lee |
| 2010 | HPCA | An optimized 3D-stacked memory architecture by exploiting excessive, high-density TSV bandwidth. | Dong Hyuk Woo, Nak Hee Seong, Dean L. Lewis, Hsien-Hsin S. Lee |
| 2010 | ISCA | Security refresh: prevent malicious wear-out and increase durability for phase-change memory with dynamically randomized address mapping. | Nak Hee Seong, Dong Hyuk Woo, Hsien-Hsin S. Lee |
| 2010 | MICRO | SAFER: Stuck-At-Fault Error Recovery for Memories. | Nak Hee Seong, Dong Hyuk Woo, Vijayalakshmi Srinivasan, Jude A. Rivers, Hsien-Hsin S. Lee |
| 2009 | ASPDAC | Thermal optimization in multi-granularity multi-core floorplanning. | Michael B. Healy, Hsien-Hsin S. Lee, Gabriel H. Loh, Sung Kyu Lim |
| 2009 | ICCAD | Pre-bond testable low-power clock tree design for 3D stacked ICs. | Xin Zhao, Dean L. Lewis, Hsien-Hsin S. Lee, Sung Kyu Lim |
| 2009 | ISLPED | Way guard: a segmented counting bloom filter approach to reducing energy for set-associative caches. | Mrinmoy Ghosh, Emre zer, Simon Ford, Stuart Biles, Hsien-Hsin S. Lee |
| 2008 | ASPDAC | A unified methodology for power supply noise reduction in modern microarchitecture design. | Michael B. Healy, Fayez Mohamood, Hsien-Hsin S. Lee, Sung Kyu Lim |
| 2008 | ASPLOS | Exploiting access semantics and program behavior to reduce snoop power in chip multiprocessors. | Chinnakrishnan S. Ballapuram, Ahmad Sharif, Hsien-Hsin S. Lee |
| 2008 | MICRO | SHARK: Architectural support for autonomic protection against stealth by rootkit exploits. | Vikas R. Vasisht, Hsien-Hsin S. Lee |
| 2008 | SPAA | Adaptive transaction scheduling for transactional memory systems. | Richard M. Yoo, Hsien-Hsin S. Lee |
| 2008 | SPAA | Kicking the tires of software transactional memory: why the going gets tough. | Richard M. Yoo, Yang Ni, Adam Welc, Bratin Saha, Ali-Reza Adl-Tabatabai, Hsien-Hsin S. Lee |
| 2007 | ASPDAC | Noise-Direct: A Technique for Power Supply Noise Aware Floorplanning Using Microarchitecture Profiling. | Fayez Mohamood, Michael B. Healy, Sung Kyu Lim, Hsien-Hsin S. Lee |
| 2007 | FPL | An FPGA Approach to Quantifying Coherence Traffic Efficiency on Multiprocessor Systems. | Taeweon Suh, Shih-Lien Lu, Hsien-Hsin S. Lee |
| 2007 | ICPADS | Optimizing Katsevich image reconstruction algorithm on multicore processors. | Eric Fontaine, Hsien-Hsin S. Lee |
| 2007 | ICPADS | Virtual Exclusion: An architectural approach to reducing leakage energy in caches for multiprocessor systems. | Mrinmoy Ghosh, Hsien-Hsin S. Lee |
| 2007 | ITC | A scanisland based design enabling prebond testability in die-stacked microprocessors. | Dean L. Lewis, Hsien-Hsin S. Lee |
| 2007 | MICRO | Smart Refresh: An Enhanced Memory Controller Design for Reducing Energy in Conventional and 3D Die-Stacked DRAMs. | Mrinmoy Ghosh, Hsien-Hsin S. Lee |
| 2006 | CASES | Entropy-based low power data TLB design. | Chinnakrishnan S. Ballapuram, Kiran Puttaswamy, Gabriel H. Loh, Hsien-Hsin S. Lee |
| 2006 | CASES | Reducing energy of virtual cache synonym lookup using bloom filters. | Dong Hyuk Woo, Mrinmoy Ghosh, Emre zer, Stuart Biles, Hsien-Hsin S. Lee |
| 2006 | DATE | Microarchitectural floorplanning under performance and thermal tradeoff. | Michael B. Healy, Mario Vittes, Mongkol Ekpanyapong, Chinnakrishnan S. Ballapuram, Sung Kyu Lim, Hsien-Hsin S. Lee, Gabriel H. Loh |
| 2006 | HPCA | InfoShield: a security architecture for protecting information usage in memory. | Weidong Shi, Joshua B. Fryman, Guofei Gu, Hsien-Hsin S. Lee, Youtao Zhang, Jun Yang |
| 2006 | ISCA | An Integrated Framework for Dependable and Revivable Architectures Using Multicore Processors. | Weidong Shi, Hsien-Hsin S. Lee, Laura Falk, Mrinmoy Ghosh |
| 2006 | MICRO | A Floorplan-Aware Dynamic Inductive Noise Controller for Reliable Processor Design. | Fayez Mohamood, Michael B. Healy, Sung Kyu Lim, Hsien-Hsin S. Lee |
| 2006 | MICRO | Authentication Control Point and Its Implications For Secure Processor Design. | Weidong Shi, Hsien-Hsin S. Lee |
| 2005 | DAC | Cache coherence support for non-shared bus architecture on heterogeneous MPSoCs. | Taeweon Suh, Daehyun Kim, Hsien-Hsin S. Lee |
| 2005 | ISCA | High Efficiency Counter Mode Security Architecture via Prediction and Precomputation. | Weidong Shi, Hsien-Hsin S. Lee, Mrinmoy Ghosh, Chenghuai Lu, Alexandra Boldyreva |
| 2005 | ISCAS | Wire-driven microarchitectural design space exploration. | Mongkol Ekpanyapong, Chinnakrishnan S. Ballapuram, Sung Kyu Lim, Hsien-Hsin S. Lee |
| 2005 | ISLPED | Synonymous address compaction for energy reduction in data TLB. | Chinnakrishnan S. Ballapuram, Hsien-Hsin S. Lee, Milos Prvulovic |
| 2004 | CASES | Hardware assisted control flow obfuscation for embedded processors. | Xiaotong Zhuang, Tao Zhang, Hsien-Hsin S. Lee, Santosh Pande |
| 2004 | DAC | Profile-guided microarchitectural floorplanning for deep submicron processor design. | Mongkol Ekpanyapong, Jacob R. Minz, Thaisiri Watewai, Hsien-Hsin S. Lee, Sung Kyu Lim |
| 2004 | DATE | Supporting Cache Coherence in Heterogeneous Multiprocessor Systems. | Taeweon Suh, Douglas M. Blough, Hsien-Hsin S. Lee |
| 2003 | CGO | Predicate-Aware Scheduling: A Technique for Reducing Resource Constraints. | Mikhail Smelyanskiy, Scott A. Mahlke, Edward S. Davidson, Hsien-Hsin S. Lee |
| 2003 | ICCAD | Algorithm for Achieving Minimum Energy Consumption in CMOS Circuits Using Multiple Supply and Threshold Voltages at the Module Level. | Yuvraj Singh Dhillon, Abdulkadir Utku Diril, Abhijit Chatterjee, Hsien-Hsin S. Lee |
| 2003 | ICPP | A Hardware-based Cache Pollution Filtering Mechanism for Aggressive Prefetches. | Xiaotong Zhuang, Hsien-Hsin S. Lee |
| 2003 | ISLPED | Energy efficient D-TLB and data cache using semantic-aware multilateral partitioning. | Hsien-Hsin S. Lee, Chinnakrishnan S. Ballapuram |
| 2001 | HPCA | Stack Value File: Custom Microarchitecture for the Stack. | Hsien-Hsin S. Lee, Mikhail Smelyanskiy, Chris J. Newburn, Gary S. Tyson |
| 2000 | CASES | Region-based caching: an energy-delay efficient memory architecture for embedded processors. | Hsien-Hsin S. Lee, Gary S. Tyson |
| 2000 | ISPASS | Quantifying instruction-level parallelism limits on an EPIC architecture. | Hsien-Hsin S. Lee, Youfeng Wu, Gary S. Tyson |
| 2000 | MICRO | Eager writeback - a technique for improving bandwidth utilization. | Hsien-Hsin S. Lee, Gary S. Tyson, Matthew K. Farrens |
| 1994 | ICPP | A Hierarchical Approach to Modeling and Improving the Performance of Scientific Applications on the KSR1. | Eric L. Boyd, Waqar Azeem, Hsien-Hsin S. Lee, Tien-Pao Shih, Shih-Hao Hung, Edward S. Davidson |