Liangzhen Lai
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
21
Venues
14
Active years
2013–2025
Best venue rank
A*
Where they publish
Papers
21 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | NAACL | Breaking Down Power Barriers in On-Device Streaming ASR: Insights and Solutions. | Yang Li, Yuan Shangguan, Yuhao Wang, Liangzhen Lai, Ernie Chang, Changsheng Zhao, Yangyang Shi, Vikas Chandra |
| 2024 | ACL | LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding. | Mostafa Elhoushi, Akshat Shrivastava, Diana Liskovich, Basil Hosmer, Bram Wasti, Liangzhen Lai, Anas Mahmoud, Bilge Acun, Saurabh Agarwal, Ahmed Roman, Ahmed A. Aly, Beidi Chen, Carole-Jean Wu |
| 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 |
| 2024 | ICASSP | Folding Attention: Memory and Power Optimization for On-Device Transformer-Based Streaming Speech Recognition. | Yang Li, Liangzhen Lai, Yuan Shangguan, Forrest N. Iandola, Zhaoheng Ni, Ernie Chang, Yangyang Shi, Vikas Chandra |
| 2024 | ICML | MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases. | Zechun Liu, Changsheng Zhao, Forrest N. Iandola, Chen Lai, Yuandong Tian, Igor Fedorov, Yunyang Xiong, Ernie Chang, Yangyang Shi, Raghuraman Krishnamoorthi, Liangzhen Lai, Vikas Chandra |
| 2023 | ASPLOS | DREAM: A Dynamic Scheduler for Dynamic Real-time Multi-model ML Workloads. | Seah Kim, Hyoukjun Kwon, Jinook Song, Jihyuck Jo, Yu-Hsin Chen, Liangzhen Lai, Vikas Chandra |
| 2023 | DAC | Efficient Non-Linear Adder for Stochastic Computing with Approximate Spatial-Temporal Sorting Network. | Yixuan Hu, Tengyu Zhang, Meng Li, Renjie Wei, Liangzhen Lai, Yuan Wang, Runsheng Wang, Ru Huang |
| 2022 | CVPR | Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation. | Jiaqi Gu, Hyoukjun Kwon, Dilin Wang, Wei Ye, Meng Li, Yu-Hsin Chen, Liangzhen Lai, Vikas Chandra, David Z. Pan |
| 2021 | HPCA | Heterogeneous Dataflow Accelerators for Multi-DNN Workloads. | Hyoukjun Kwon, Liangzhen Lai, Michael Pellauer, Tushar Krishna, Yu-Hsin Chen, Vikas Chandra |
| 2020 | DAC | Co-Exploration of Neural Architectures and Heterogeneous ASIC Accelerator Designs Targeting Multiple Tasks. | Lei Yang, Zheyu Yan, Meng Li, Hyoukjun Kwon, Liangzhen Lai, Tushar Krishna, Vikas Chandra, Weiwen Jiang, Yiyu Shi |
| 2019 | SENSYS | SenseHAR: a robust virtual activity sensor for smartphones and wearables. | Jeya Vikranth Jeyakumar, Liangzhen Lai, Naveen Suda, Mani B. Srivastava |
| 2018 | ICCAD | Enabling deep learning at the IoT edge. | Liangzhen Lai, Naveen Suda |
| 2018 | ISCA | Bit Fusion: Bit-Level Dynamically Composable Architecture for Accelerating Deep Neural Network. | Hardik Sharma, Jongse Park, Naveen Suda, Liangzhen Lai, Benson Chau, Vikas Chandra, Hadi Esmaeilzadeh |
| 2017 | DAC | Cross-level Monte Carlo Framework for System Vulnerability Evaluation against Fault Attack. | Meng Li, Liangzhen Lai, Vikas Chandra, David Z. Pan |
| 2017 | DATE | Exploiting data-dependence and Flip-Flop asymmetry for zero-overhead system soft error mitigation. | Vikas Chandra, Liangzhen Lai |
| 2016 | ASPDAC | Hardware Reliability margining for the dark silicon era. | Liangzhen Lai, Puneet Gupta |
| 2016 | DATE | Multi-story power distribution networks for GPUs. | Qixiang Zhang, Liangzhen Lai, Mark Gottscho, Puneet Gupta |
| 2016 | ICCAD | Resiliency in dynamically power managed designs. | Liangzhen Lai, Vikas Chandra, Rob Aitken |
| 2015 | CASES | Evaluating and exploiting impacts of dynamic power management schemes on system reliability. | Liangzhen Lai, Vikas Chandra, Puneet Gupta |
| 2014 | ASPDAC | Accurate and inexpensive performance monitoring for variability-aware systems. | Liangzhen Lai, Puneet Gupta |
| 2013 | DATE | SlackProbe: a low overhead in situ on-line timing slack monitoring methodology. | Liangzhen Lai, Vikas Chandra, Robert C. Aitken, Puneet Gupta |