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2020 – today
- 2024
[c48]Afsara Benazir
, Zhiming Xu, Felix Xiaozhu Lin:
Speech Understanding on Tiny Devices with A Learning Cache. MobiSys 2024: 425-437- [i28]Dongqi Cai, Shangguang Wang, Zeling Zhang, Felix Xiaozhu Lin, Mengwei Xu:
Lightweight Protection for Privacy in Offloaded Speech Understanding. CoRR abs/2401.11983 (2024) - 2023
- [c47]Liwei Guo, Wonkyo Choe, Felix Xiaozhu Lin:
STI: Turbocharge NLP Inference at the Edge via Elastic Pipelining. ASPLOS (2) 2023: 791-803 - [c46]Dongqi Cai, Yaozong Wu, Haitao Yuan, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu:
Towards Practical Few-shot Federated NLP. EuroMLSys@EuroSys 2023: 42-48 - [c45]Heejin Park, Felix Xiaozhu Lin:
Safe and Practical GPU Computation in TrustZone. EuroSys 2023: 505-520 - [c44]Xu Ouyang, Shahina Mohd Azam Ansari, Felix Xiaozhu Lin, Yangfeng Ji:
Efficient NLP Model Finetuning via Multistage Data Filtering. IJCAI 2023: 4091-4099 - [c43]Dongqi Cai, Yaozong Wu, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu:
Efficient Federated Learning for Modern NLP. MobiCom 2023: 37:1-37:16 - [c42]Dongqi Cai, Shangguang Wang, Yaozong Wu, Felix Xiaozhu Lin, Mengwei Xu:
Federated Few-Shot Learning for Mobile NLP. MobiCom 2023: 63:1-63:17 - [i27]Xu Ouyang, Changhong Yang, Felix Xiaozhu Lin, Yangfeng Ji:
Secure and Effective Data Appraisal for Machine Learning. CoRR abs/2310.02373 (2023) - [i26]Afsara Benazir, Zhiming Xu, Felix Xiaozhu Lin:
Leveraging cache to enable SLU on tiny devices. CoRR abs/2311.18188 (2023) - 2022
- [c41]Heejin Park, Felix Xiaozhu Lin:
GPUReplay: a 50-KB GPU stack for client ML. ASPLOS 2022: 157-170 - [c40]Liwei Guo, Felix Xiaozhu Lin:
Minimum viable device drivers for ARM trustzone. EuroSys 2022: 300-316 - [c39]Hongyu Miao, Felix Xiaozhu Lin:
Towards Out-of-core Neural Networks on Microcontrollers. SEC 2022: 1-13 - [c38]Tiantu Xu, Kaiwen Shen, Yang Fu, Humphrey Shi, Felix Xiaozhu Lin:
Rev: A Video Engine for Object Re-identification at the City Scale. SEC 2022: 189-202 - [c37]Nan Wu, Felix Xiaozhu Lin, Feng Qian, Bo Han:
Hybrid mobile vision for emerging applications. HotMobile 2022: 61-67 - [c36]Arup Kumar Sarker, Felix Xiaozhu Lin:
Incremental perception on real time 3D data. HotMobile 2022: 68-73 - [i25]Dongqi Cai, Yaozong Wu, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu:
AutoFedNLP: An efficient FedNLP framework. CoRR abs/2205.10162 (2022) - [i24]Liwei Guo, Kaiyang Zhao, Yiying Zhang, Felix Xiaozhu Lin:
Protecting File Activities via Deception for ARM TrustZone. CoRR abs/2205.10963 (2022) - [i23]Liwei Guo, Wonkyo Choe, Felix Xiaozhu Lin:
Efficient NLP Inference at the Edge via Elastic Pipelining. CoRR abs/2207.05022 (2022) - [i22]Xu Ouyang, Shahina Mohd Azam Ansari, Felix Xiaozhu Lin, Yangfeng Ji:
Efficient Model Finetuning for Text Classification via Data Filtering. CoRR abs/2207.14386 (2022) - [i21]Dongqi Cai, Yaozong Wu, Haitao Yuan, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu:
AUG-FedPrompt: Practical Few-shot Federated NLP with Data-augmented Prompts. CoRR abs/2212.00192 (2022) - [i20]Dongqi Cai, Shangguang Wang, Yaozong Wu, Felix Xiaozhu Lin, Mengwei Xu:
Federated NLP in Few-shot Scenarios. CoRR abs/2212.05974 (2022) - 2021
- [c35]Mengwei Xu, Tiantu Xu, Yunxin Liu, Felix Xiaozhu Lin:
Video Analytics with Zero-streaming Cameras. USENIX ATC 2021: 459-472 - [i19]Hongyu Miao, Felix Xiaozhu Lin:
Enabling Large NNs on Tiny MCUs with Swapping. CoRR abs/2101.08744 (2021) - [i18]Heejin Park, Felix Xiaozhu Lin:
TinyStack: A Minimal GPU Stack for Client ML. CoRR abs/2105.05085 (2021) - [i17]Liwei Guo, Felix Xiaozhu Lin:
Minimal Viable IO drivers for TrustZone. CoRR abs/2110.08303 (2021) - [i16]Heejin Park, Felix Xiaozhu Lin:
Safe and Practical GPU Acceleration in TrustZone. CoRR abs/2111.03065 (2021) - 2020
- [j3]Saurabh Bagchi, Vaneet Aggarwal, Somali Chaterji, Fred Douglis, Aly El Gamal, Jiawei Han, Brian J. Henz, Henry Hoffmann, Suman Jana, Milind Kulkarni, Felix Xiaozhu Lin, Karen B. Marais, Prateek Mittal, Shaoshuai Mou, Xiaokang Qiu, Gesualdo Scutari:
Vision Paper: Grand Challenges in Resilience: Autonomous System Resilience through Design and Runtime Measures. IEEE Open J. Comput. Soc. 1: 155-172 (2020) - [c34]Mengwei Xu, Tiantu Xu, Yunxin Liu, Xuanzhe Liu, Gang Huang, Felix Xiaozhu Lin:
A query engine for zero-streaming cameras. MobiCom 2020: 67:1-67:3 - [c33]Mengwei Xu, Xiwen Zhang, Yunxin Liu, Gang Huang, Xuanzhe Liu, Felix Xiaozhu Lin:
Approximate query service on autonomous IoT cameras. MobiSys 2020: 191-205 - [c32]Tiantu Xu, Guohui Wang, Felix Xiaozhu Lin:
Practical Urban Localization for Mobile AR. HotMobile 2020: 27-32 - [i15]Tiantu Xu, Kaiwen Shen, Yang Fu, Humphrey Shi, Felix Xiaozhu Lin:
Clique: Spatiotemporal Object Re-identification at the City Scale. CoRR abs/2012.09329 (2020)
2010 – 2019
- 2019
- [c31]Hongyu Miao, Myeongjae Jeon, Gennady Pekhimenko, Kathryn S. McKinley, Felix Xiaozhu Lin:
StreamBox-HBM: Stream Analytics on High Bandwidth Hybrid Memory. ASPLOS 2019: 167-181 - [c30]Tiantu Xu, Luis Materon Botelho, Felix Xiaozhu Lin:
VStore: A Data Store for Analytics on Large Videos. EuroSys 2019: 16:1-16:17 - [c29]Heejin Park, Shuang Zhai, Long Lu, Felix Xiaozhu Lin:
StreamBox-TZ: Secure Stream Analytics at the Edge with TrustZone. USENIX ATC 2019: 537-554 - [c28]Liwei Guo, Shuang Zhai, Yi Qiao, Felix Xiaozhu Lin:
Transkernel: Bridging Monolithic Kernels to Peripheral Cores. USENIX ATC 2019: 675-692 - [c27]Mengwei Xu, Jiawei Liu, Yuanqiang Liu, Felix Xiaozhu Lin, Yunxin Liu, Xuanzhe Liu:
A First Look at Deep Learning Apps on Smartphones. WWW 2019: 2125-2136 - [i14]Hongyu Miao, Myeongjae Jeon, Gennady Pekhimenko, Kathryn S. McKinley, Felix Xiaozhu Lin:
StreamBox-HBM: Stream Analytics on High Bandwidth Hybrid Memory. CoRR abs/1901.01328 (2019) - [i13]Liwei Guo, Yiying Zhang, Felix Xiaozhu Lin:
Let the Cloud Watch Over Your IoT File Systems. CoRR abs/1902.06327 (2019) - [i12]Mengwei Xu, Tiantu Xu, Yunxin Liu, Xuanzhe Liu, Gang Huang, Felix Xiaozhu Lin:
Supporting Video Queries on Zero-Streaming Cameras. CoRR abs/1904.12342 (2019) - [i11]Mengwei Xu, Xiwen Zhang, Yunxin Liu, Xuanzhe Liu, Felix Xiaozhu Lin:
Approximate Query Processing on Autonomous Cameras. CoRR abs/1909.00841 (2019) - [i10]Saurabh Bagchi, Vaneet Aggarwal, Somali Chaterji, Fred Douglis, Aly El Gamal, Jiawei Han, Brian J. Henz, Hank Hoffmann, Suman Jana, Milind Kulkarni, Felix Xiaozhu Lin, Karen B. Marais, Prateek Mittal, Shaoshuai Mou, Xiaokang Qiu, Gesualdo Scutari:
Grand Challenges of Resilience: Autonomous System Resilience through Design and Runtime Measures. CoRR abs/1912.11598 (2019) - 2018
- [c26]Liwei Guo, Tiantu Xu, Mengwei Xu, Xuanzhe Liu, Felix Xiaozhu Lin:
Power sandbox: power awareness redefined. EuroSys 2018: 37:1-37:15 - [c25]Xuanzhe Liu, Yun Ma, Felix Xiaozhu Lin:
Rethinking Resource Management in Mobile Web: Measurement, Deployment, and Runtime. ICDCS 2018: 1347-1356 - [c24]Shasha Wen, Lucy Cherkasova, Felix Xiaozhu Lin, Xu Liu:
ProfDP: A Lightweight Profiler to Guide Data Placement in Heterogeneous Memory Systems. ICS 2018: 263-273 - [c23]Mengwei Xu, Mengze Zhu, Yunxin Liu, Felix Xiaozhu Lin, Xuanzhe Liu:
DeepCache: Principled Cache for Mobile Deep Vision. MobiCom 2018: 129-144 - [i9]Heejin Park, Shuang Zhai, Long Lu, Felix Xiaozhu Lin:
StreamBox-TZ: A Secure IoT Analytics Engine at the Edge. CoRR abs/1808.05078 (2018) - [i8]Tiantu Xu, Luis Materon Botelho, Felix Xiaozhu Lin:
Reinventing Data Stores for Video Analytics. CoRR abs/1810.01794 (2018) - [i7]Liwei Guo, Shuang Zhai, Yi Qiao, Felix Xiaozhu Lin:
Transkernel: An Executor for Commodity Kernels on Peripheral Cores. CoRR abs/1811.05000 (2018) - [i6]Mengwei Xu, Jiawei Liu, Yuanqiang Liu, Felix Xiaozhu Lin, Yunxin Liu, Xuanzhe Liu:
When Mobile Apps Going Deep: An Empirical Study of Mobile Deep Learning. CoRR abs/1812.05448 (2018) - 2017
- [j2]Gang Huang, Mengwei Xu, Felix Xiaozhu Lin, Yunxin Liu, Yun Ma, Saumay Pushp, Xuanzhe Liu:
ShuffleDog: Characterizing and Adapting User-Perceived Latency of Android Apps. IEEE Trans. Mob. Comput. 16(10): 2913-2926 (2017) - [c22]Xing Liu, Tianyu Chen, Feng Qian, Zhixiu Guo, Felix Xiaozhu Lin, Xiaofeng Wang, Kai Chen:
Characterizing Smartwatch Usage in the Wild. MobiSys 2017: 385-398 - [c21]Hongyu Miao, Heejin Park, Myeongjae Jeon, Gennady Pekhimenko, Kathryn S. McKinley, Felix Xiaozhu Lin:
StreamBox: Modern Stream Processing on a Multicore Machine. USENIX ATC 2017: 617-629 - [c20]Shuang Zhai, Liwei Guo, Xiangyu Li, Felix Xiaozhu Lin:
Decelerating Suspend and Resume in Operating Systems. HotMobile 2017: 31-36 - [c19]Mengwei Xu, Yun Ma, Xuanzhe Liu, Felix Xiaozhu Lin, Yunxin Liu:
AppHolmes: Detecting and Characterizing App Collusion among Third-Party Android Markets. WWW 2017: 143-152 - [i5]Mengwei Xu, Xuanzhe Liu, Yunxin Liu, Felix Xiaozhu Lin:
Accelerating Convolutional Neural Networks for Continuous Mobile Vision via Cache Reuse. CoRR abs/1712.01670 (2017) - 2016
- [c18]Felix Xiaozhu Lin, Xu Liu:
memif: Towards Programming Heterogeneous Memory Asynchronously. ASPLOS 2016: 369-383 - [c17]Du Shen, Xu Liu, Felix Xiaozhu Lin:
Characterizing emerging heterogeneous memory. ISMM 2016: 13-23 - [c16]Renju Liu, Felix Xiaozhu Lin:
Understanding the Characteristics of Android Wear OS. MobiSys 2016: 151-164 - [c15]Hongyu Miao, Felix Xiaozhu Lin:
Tell Your Graphics Stack That the Display Is Circular. HotMobile 2016: 57-62 - 2015
- [j1]Felix Xiaozhu Lin, Zhen Wang, Lin Zhong:
K2: A Mobile Operating System for Heterogeneous Coherence Domains. ACM Trans. Comput. Syst. 33(2): 4:1-4:27 (2015) - [c14]Renju Liu, Lintong Jiang, Ningzhe Jiang, Felix Xiaozhu Lin:
Anatomizing System Activities on Interactive Wearable Devices. APSys 2015: 18:1-18:7 - [c13]Chao Xu, Felix Xiaozhu Lin, Yuyang Wang, Lin Zhong:
Automated OS-level Device Runtime Power Management. ASPLOS 2015: 239-252 - [c12]Huoran Li, Xuan Lu, Xuanzhe Liu, Tao Xie, Kaigui Bian, Felix Xiaozhu Lin, Qiaozhu Mei, Feng Feng:
Characterizing Smartphone Usage Patterns from Millions of Android Users. Internet Measurement Conference 2015: 459-472 - 2014
- [c11]Robert LiKamWa, Zhen Wang, Aaron Carroll, Felix Xiaozhu Lin, Lin Zhong:
Draining our glass: an energy and heat characterization of Google Glass. APSys 2014: 10:1-10:7 - [c10]Chao Xu, Felix Xiaozhu Lin, Lin Zhong:
Device drivers should not do power management. APSys 2014: 11:1-11:7 - [c9]Felix Xiaozhu Lin, Zhen Wang, Lin Zhong:
K2: a mobile operating system for heterogeneous coherence domains. ASPLOS 2014: 285-300 - [i4]Robert LiKamWa, Zhen Wang, Aaron Carroll, Felix Xiaozhu Lin, Lin Zhong:
Draining our Glass: An Energy and Heat Characterization of Google Glass. CoRR abs/1404.1320 (2014) - 2013
- [c8]Suman Nath, Felix Xiaozhu Lin, Lenin Ravindranath, Jitendra Padhye:
SmartAds: bringing contextual ads to mobile apps. MobiSys 2013: 111-124 - 2012
- [c7]Felix Xiaozhu Lin, Zhen Wang, Robert LiKamWa, Lin Zhong:
Reflex: using low-power processors in smartphones without knowing them. ASPLOS 2012: 13-24 - [c6]Felix Xiaozhu Lin, Zhen Wang, Lin Zhong:
Supporting Distributed Execution of Smartphone Workloads on Loosely Coupled Heterogeneous Processors. HotPower 2012 - [c5]Zhen Wang, Felix Xiaozhu Lin, Lin Zhong, Mansoor Chishtie:
How far can client-only solutions go for mobile browser speed? WWW 2012: 31-40 - [i3]Zhen Wang, Felix Xiaozhu Lin, Lin Zhong, Mansoor Chishtie:
Guadalupe: a browser design for heterogeneous hardware. CoRR abs/1212.5170 (2012) - 2011
- [c4]Zhen Wang, Felix Xiaozhu Lin, Lin Zhong, Mansoor Chishtie:
How effective is mobile browser cache? S3@MobiCom 2011: 17-20 - [c3]Felix Xiaozhu Lin, Daniel Ashbrook, Sean White:
RhythmLink: securely pairing I/O-constrained devices by tapping. UIST 2011: 263-272 - [c2]Zhen Wang, Felix Xiaozhu Lin, Lin Zhong, Mansoor Chishtie:
Why are web browsers slow on smartphones? HotMobile 2011: 91-96 - [i2]Felix Xiaozhu Lin, Zhen Wang, Robert LiKamWa, Lin Zhong:
Transparent Programming of Heterogeneous Smartphones for Sensing. CoRR abs/1103.2348 (2011) - [i1]Zhen Wang, Felix Xiaozhu Lin, Lin Zhong, Mansoor Chishtie:
How Far Can Client-Only Solutions Go for Mobile Browser Speed? CoRR abs/1112.3691 (2011) - 2010
- [c1]Felix Xiaozhu Lin, Ahmad Rahmati, Lin Zhong:
Dandelion: a framework for transparently programming phone-centered wireless body sensor applications for health. Wireless Health 2010: 74-83
Coauthor Index
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