Felix Xiaozhu Lin

96 papers A* 19A 14C 1Misc 9Journal 40Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Journey of Modern OS Construction From boot to DOOM. CoRR Wonkyo Choe, Rongxiang Wang, Afsara Benazir, Felix Xiaozhu Lin
2025	—	`conf`	AnA: An Attentive Autonomous Driving System. ASPLOS (1) Wonkyo Choe, Rongxiang Wang, Felix Xiaozhu Lin
2025	J	`jnl`	Benchmarking and Characterization of Large Language Model Inference on Apple Silicon. Proc. ACM Meas. Anal. Comput. Syst. Afsara Benazir, Felix Xiaozhu Lin
2025	A	`conf`	Demo: WhisperFlow: speech foundation models in real time. MobiSys Rongxiang Wang, Felix Xiaozhu Lin
2025	J	`jnl`	Enabling Dynamic Sparsity in Quantized LLM Inference. CoRR Rongxiang Wang, Kangyuan Shu, Felix Xiaozhu Lin
2025	J	`jnl`	Privacy-Preserving Edge Speech Understanding with Tiny Foundation Models. CoRR Afsara Benazir, Felix Xiaozhu Lin
2025	J	`jnl`	Profiling Apple Silicon Performance for ML Training. CoRR Dahua Feng, Zhiming Xu, Rongxiang Wang, Felix Xiaozhu Lin
2025	J	`jnl`	Profiling Large Language Model Inference on Apple Silicon: A Quantization Perspective. CoRR Afsara Benazir, Felix Xiaozhu Lin
2025	A*	`conf`	Proto: A Guided Journey through Modern OS Construction. SOSP Wonkyo Choe, Rongxiang Wang, Afsara Benazir, Felix Xiaozhu Lin
2025	Misc	`conf`	Safeguarding Privacy in Edge Speech Understanding with Tiny Foundation Models. SEC Afsara Benazir, Felix Xiaozhu Lin
2025	A*	`conf`	SelectFormer in Data Markets: Privacy-Preserving and Efficient Data Selection for Transformers with Multi-Party Computation. ICLR Xu Ouyang, Felix Xiaozhu Lin, Yangfeng Ji
2025	A	`conf`	WhisperFlow: speech foundation models in real time. MobiSys Rongxiang Wang, Zhiming Xu, Felix Xiaozhu Lin
2024	J	`jnl`	Efficient Whisper on Streaming Speech. CoRR Rongxiang Wang, Zhiming Xu, Felix Xiaozhu Lin
2024	J	`jnl`	Lightweight Protection for Privacy in Offloaded Speech Understanding. CoRR Dongqi Cai, Shangguang Wang, Zeling Zhang, Felix Xiaozhu Lin, Mengwei Xu
2024	A*	`conf`	Maximizing the Capabilities of Tiny Speech Foundation Models in a Privacy Preserving Manner. MobiCom Afsara Benazir, Felix Xiaozhu Lin
2024	J	`jnl`	RWKV-edge: Deeply Compressed RWKV for Resource-Constrained Devices. CoRR Wonkyo Choe, Yangfeng Ji, Felix Xiaozhu Lin
2024	A*	`conf`	SILENCE: Protecting privacy in offloaded speech understanding on resource-constrained devices. NeurIPS Dongqi Cai, Shangguang Wang, Zeling Zhang, Felix Xiaozhu Lin, Mengwei Xu
2024	A	`conf`	Speech Understanding on Tiny Devices with A Learning Cache. MobiSys Afsara Benazir, Zhiming Xu, Felix Xiaozhu Lin
2024	A*	`conf`	Turbocharge Speech Understanding with Pilot Inference. MobiCom Rongxiang Wang, Felix Xiaozhu Lin
2023	J	`jnl`	Efficient Deep Speech Understanding at the Edge. CoRR Rongxiang Wang, Felix Xiaozhu Lin
2023	A*	`conf`	Efficient Federated Learning for Modern NLP. MobiCom Dongqi Cai, Yaozong Wu, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu
2023	A*	`conf`	Efficient NLP Model Finetuning via Multistage Data Filtering. IJCAI Xu Ouyang, Shahina Mohd Azam Ansari, Felix Xiaozhu Lin, Yangfeng Ji
2023	A*	`conf`	Federated Few-Shot Learning for Mobile NLP. MobiCom Dongqi Cai, Shangguang Wang, Yaozong Wu, Felix Xiaozhu Lin, Mengwei Xu
2023	J	`jnl`	Leveraging cache to enable SLU on tiny devices. CoRR Afsara Benazir, Zhiming Xu, Felix Xiaozhu Lin
2023	—	`conf`	STI: Turbocharge NLP Inference at the Edge via Elastic Pipelining. ASPLOS (2) Liwei Guo, Wonkyo Choe, Felix Xiaozhu Lin
2023	A	`conf`	Safe and Practical GPU Computation in TrustZone. EuroSys Heejin Park, Felix Xiaozhu Lin
2023	J	`jnl`	Secure and Effective Data Appraisal for Machine Learning. CoRR Xu Ouyang, Changhong Yang, Felix Xiaozhu Lin, Yangfeng Ji
2023	—	`conf`	Towards Practical Few-shot Federated NLP. EuroMLSys@EuroSys Dongqi Cai, Yaozong Wu, Haitao Yuan, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu
2022	J	`jnl`	AUG-FedPrompt: Practical Few-shot Federated NLP with Data-augmented Prompts. CoRR Dongqi Cai, Yaozong Wu, Haitao Yuan, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu
2022	J	`jnl`	AutoFedNLP: An efficient FedNLP framework. CoRR Dongqi Cai, Yaozong Wu, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu
2022	J	`jnl`	Efficient Model Finetuning for Text Classification via Data Filtering. CoRR Xu Ouyang, Shahina Mohd Azam Ansari, Felix Xiaozhu Lin, Yangfeng Ji
2022	J	`jnl`	Efficient NLP Inference at the Edge via Elastic Pipelining. CoRR Liwei Guo, Wonkyo Choe, Felix Xiaozhu Lin
2022	J	`jnl`	Federated NLP in Few-shot Scenarios. CoRR Dongqi Cai, Shangguang Wang, Yaozong Wu, Felix Xiaozhu Lin, Mengwei Xu
2022	A*	`conf`	GPUReplay: a 50-KB GPU stack for client ML. ASPLOS Heejin Park, Felix Xiaozhu Lin
2022	Misc	`conf`	Hybrid mobile vision for emerging applications. HotMobile Nan Wu, Felix Xiaozhu Lin, Feng Qian, Bo Han
2022	Misc	`conf`	Incremental perception on real time 3D data. HotMobile Arup Kumar Sarker, Felix Xiaozhu Lin
2022	A	`conf`	Minimum viable device drivers for ARM trustzone. EuroSys Liwei Guo, Felix Xiaozhu Lin
2022	J	`jnl`	Protecting File Activities via Deception for ARM TrustZone. CoRR Liwei Guo, Kaiyang Zhao, Yiying Zhang, Felix Xiaozhu Lin
2022	Misc	`conf`	Rev: A Video Engine for Object Re-identification at the City Scale. SEC Tiantu Xu, Kaiwen Shen, Yang Fu, Humphrey Shi, Felix Xiaozhu Lin
2022	Misc	`conf`	Towards Out-of-core Neural Networks on Microcontrollers. SEC Hongyu Miao, Felix Xiaozhu Lin
2021	J	`jnl`	Enabling Large NNs on Tiny MCUs with Swapping. CoRR Hongyu Miao, Felix Xiaozhu Lin
2021	J	`jnl`	Minimal Viable IO drivers for TrustZone. CoRR Liwei Guo, Felix Xiaozhu Lin
2021	J	`jnl`	Safe and Practical GPU Acceleration in TrustZone. CoRR Heejin Park, Felix Xiaozhu Lin
2021	J	`jnl`	TinyStack: A Minimal GPU Stack for Client ML. CoRR Heejin Park, Felix Xiaozhu Lin
2021	—	`conf`	Video Analytics with Zero-streaming Cameras. USENIX ATC Mengwei Xu, Tiantu Xu, Yunxin Liu, Felix Xiaozhu Lin
2020	A*	`conf`	A query engine for zero-streaming cameras. MobiCom Mengwei Xu, Tiantu Xu, Yunxin Liu, Xuanzhe Liu, Gang Huang, Felix Xiaozhu Lin
2020	A	`conf`	Approximate query service on autonomous IoT cameras. MobiSys Mengwei Xu, Xiwen Zhang, Yunxin Liu, Gang Huang, Xuanzhe Liu, Felix Xiaozhu Lin
2020	J	`jnl`	Clique: Spatiotemporal Object Re-identification at the City Scale. CoRR Tiantu Xu, Kaiwen Shen, Yang Fu, Humphrey Shi, Felix Xiaozhu Lin
2020	Misc	`conf`	Practical Urban Localization for Mobile AR. HotMobile Tiantu Xu, Guohui Wang, Felix Xiaozhu Lin
2020	J	`jnl`	Vision Paper: Grand Challenges in Resilience: Autonomous System Resilience through Design and Runtime Measures. IEEE Open J. Comput. Soc. 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
2019	A*	`conf`	A First Look at Deep Learning Apps on Smartphones. WWW Mengwei Xu, Jiawei Liu, Yuanqiang Liu, Felix Xiaozhu Lin, Yunxin Liu, Xuanzhe Liu
2019	J	`jnl`	Approximate Query Processing on Autonomous Cameras. CoRR Mengwei Xu, Xiwen Zhang, Yunxin Liu, Xuanzhe Liu, Felix Xiaozhu Lin
2019	J	`jnl`	Grand Challenges of Resilience: Autonomous System Resilience through Design and Runtime Measures. CoRR 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
2019	J	`jnl`	Let the Cloud Watch Over Your IoT File Systems. CoRR Liwei Guo, Yiying Zhang, Felix Xiaozhu Lin
2019	A*	`conf`	StreamBox-HBM: Stream Analytics on High Bandwidth Hybrid Memory. ASPLOS Hongyu Miao, Myeongjae Jeon, Gennady Pekhimenko, Kathryn S. McKinley, Felix Xiaozhu Lin
2019	J	`jnl`	StreamBox-HBM: Stream Analytics on High Bandwidth Hybrid Memory. CoRR Hongyu Miao, Myeongjae Jeon, Gennady Pekhimenko, Kathryn S. McKinley, Felix Xiaozhu Lin
2019	—	`conf`	StreamBox-TZ: Secure Stream Analytics at the Edge with TrustZone. USENIX ATC Heejin Park, Shuang Zhai, Long Lu, Felix Xiaozhu Lin
2019	J	`jnl`	Supporting Video Queries on Zero-Streaming Cameras. CoRR Mengwei Xu, Tiantu Xu, Yunxin Liu, Xuanzhe Liu, Gang Huang, Felix Xiaozhu Lin
2019	—	`conf`	Transkernel: Bridging Monolithic Kernels to Peripheral Cores. USENIX ATC Liwei Guo, Shuang Zhai, Yi Qiao, Felix Xiaozhu Lin
2019	A	`conf`	VStore: A Data Store for Analytics on Large Videos. EuroSys Tiantu Xu, Luis Materon Botelho, Felix Xiaozhu Lin
2018	A*	`conf`	DeepCache: Principled Cache for Mobile Deep Vision. MobiCom Mengwei Xu, Mengze Zhu, Yunxin Liu, Felix Xiaozhu Lin, Xuanzhe Liu
2018	A	`conf`	Power sandbox: power awareness redefined. EuroSys Liwei Guo, Tiantu Xu, Mengwei Xu, Xuanzhe Liu, Felix Xiaozhu Lin
2018	A	`conf`	ProfDP: A Lightweight Profiler to Guide Data Placement in Heterogeneous Memory Systems. ICS Shasha Wen, Lucy Cherkasova, Felix Xiaozhu Lin, Xu Liu
2018	J	`jnl`	Reinventing Data Stores for Video Analytics. CoRR Tiantu Xu, Luis Materon Botelho, Felix Xiaozhu Lin
2018	A	`conf`	Rethinking Resource Management in Mobile Web: Measurement, Deployment, and Runtime. ICDCS Xuanzhe Liu, Yun Ma, Felix Xiaozhu Lin
2018	J	`jnl`	StreamBox-TZ: A Secure IoT Analytics Engine at the Edge. CoRR Heejin Park, Shuang Zhai, Long Lu, Felix Xiaozhu Lin
2018	J	`jnl`	Transkernel: An Executor for Commodity Kernels on Peripheral Cores. CoRR Liwei Guo, Shuang Zhai, Yi Qiao, Felix Xiaozhu Lin
2018	J	`jnl`	When Mobile Apps Going Deep: An Empirical Study of Mobile Deep Learning. CoRR Mengwei Xu, Jiawei Liu, Yuanqiang Liu, Felix Xiaozhu Lin, Yunxin Liu, Xuanzhe Liu
2017	J	`jnl`	Accelerating Convolutional Neural Networks for Continuous Mobile Vision via Cache Reuse. CoRR Mengwei Xu, Xuanzhe Liu, Yunxin Liu, Felix Xiaozhu Lin
2017	A*	`conf`	AppHolmes: Detecting and Characterizing App Collusion among Third-Party Android Markets. WWW Mengwei Xu, Yun Ma, Xuanzhe Liu, Felix Xiaozhu Lin, Yunxin Liu
2017	A	`conf`	Characterizing Smartwatch Usage in the Wild. MobiSys Xing Liu, Tianyu Chen, Feng Qian, Zhixiu Guo, Felix Xiaozhu Lin, Xiaofeng Wang, Kai Chen
2017	Misc	`conf`	Decelerating Suspend and Resume in Operating Systems. HotMobile Shuang Zhai, Liwei Guo, Xiangyu Li, Felix Xiaozhu Lin
2017	J	`jnl`	ShuffleDog: Characterizing and Adapting User-Perceived Latency of Android Apps. IEEE Trans. Mob. Comput. Gang Huang, Mengwei Xu, Felix Xiaozhu Lin, Yunxin Liu, Yun Ma, Saumay Pushp, Xuanzhe Liu
2017	—	`conf`	StreamBox: Modern Stream Processing on a Multicore Machine. USENIX ATC Hongyu Miao, Heejin Park, Myeongjae Jeon, Gennady Pekhimenko, Kathryn S. McKinley, Felix Xiaozhu Lin
2016	C	`conf`	Characterizing emerging heterogeneous memory. ISMM Du Shen, Xu Liu, Felix Xiaozhu Lin
2016	Misc	`conf`	Tell Your Graphics Stack That the Display Is Circular. HotMobile Hongyu Miao, Felix Xiaozhu Lin
2016	A	`conf`	Understanding the Characteristics of Android Wear OS. MobiSys Renju Liu, Felix Xiaozhu Lin
2015	—	`conf`	Anatomizing System Activities on Interactive Wearable Devices. APSys Renju Liu, Lintong Jiang, Ningzhe Jiang, Felix Xiaozhu Lin
2015	A*	`conf`	Automated OS-level Device Runtime Power Management. ASPLOS Chao Xu, Felix Xiaozhu Lin, Yuyang Wang, Lin Zhong
2015	A	`conf`	Characterizing Smartphone Usage Patterns from Millions of Android Users. Internet Measurement Conference Huoran Li, Xuan Lu, Xuanzhe Liu, Tao Xie, Kaigui Bian, Felix Xiaozhu Lin, Qiaozhu Mei, Feng Feng
2015	J	`jnl`	K2: A Mobile Operating System for Heterogeneous Coherence Domains. ACM Trans. Comput. Syst. Felix Xiaozhu Lin, Zhen Wang, Lin Zhong
2014	—	`conf`	Device drivers should not do power management. APSys Chao Xu, Felix Xiaozhu Lin, Lin Zhong
2014	J	`jnl`	Draining our Glass: An Energy and Heat Characterization of Google Glass. CoRR Robert LiKamWa, Zhen Wang, Aaron Carroll, Felix Xiaozhu Lin, Lin Zhong
2014	—	`conf`	Draining our glass: an energy and heat characterization of Google Glass. APSys Robert LiKamWa, Zhen Wang, Aaron Carroll, Felix Xiaozhu Lin, Lin Zhong
2014	A*	`conf`	K2: a mobile operating system for heterogeneous coherence domains. ASPLOS Felix Xiaozhu Lin, Zhen Wang, Lin Zhong
2013	A	`conf`	SmartAds: bringing contextual ads to mobile apps. MobiSys Suman Nath, Felix Xiaozhu Lin, Lenin Ravindranath, Jitendra Padhye
2012	J	`jnl`	Guadalupe: a browser design for heterogeneous hardware CoRR Zhen Wang, Felix Xiaozhu Lin, Lin Zhong, Mansoor Chishtie
2012	A*	`conf`	How far can client-only solutions go for mobile browser speed? WWW Zhen Wang, Felix Xiaozhu Lin, Lin Zhong, Mansoor Chishtie
2012	A*	`conf`	Reflex: using low-power processors in smartphones without knowing them. ASPLOS Felix Xiaozhu Lin, Zhen Wang, Robert LiKamWa, Lin Zhong
2012	—	`conf`	Supporting Distributed Execution of Smartphone Workloads on Loosely Coupled Heterogeneous Processors. HotPower Felix Xiaozhu Lin, Zhen Wang, Lin Zhong
2011	J	`jnl`	How Far Can Client-Only Solutions Go for Mobile Browser Speed? CoRR Zhen Wang, Felix Xiaozhu Lin, Lin Zhong, Mansoor Chishtie
2011	—	`conf`	How effective is mobile browser cache? S3@MobiCom Zhen Wang, Felix Xiaozhu Lin, Lin Zhong, Mansoor Chishtie
2011	A*	`conf`	RhythmLink: securely pairing I/O-constrained devices by tapping. UIST Felix Xiaozhu Lin, Daniel Ashbrook, Sean White
2011	J	`jnl`	Transparent Programming of Heterogeneous Smartphones for Sensing CoRR Felix Xiaozhu Lin, Zhen Wang, Robert LiKamWa, Lin Zhong
2011	Misc	`conf`	Why are web browsers slow on smartphones? HotMobile Zhen Wang, Felix Xiaozhu Lin, Lin Zhong, Mansoor Chishtie
2010	—	`conf`	Dandelion: a framework for transparently programming phone-centered wireless body sensor applications for health. Wireless Health Felix Xiaozhu Lin, Ahmad Rahmati, Lin Zhong