News
- [Service] Invited to be a TPC member of ACM SenSys Poster/Demo 2023.
- [Service] Invited to be a TPC member of EAI MobiQuitous 2023.
- [Award] Yidong Ren won the Travel Grant of MobiHoc 2023. Congratulation to Yidong.
- [Award] I won a NSF grant entitled "Towards High-Performing LoRa with Embedded Intelligence on the Edge". Thank NSF for the support.
- [Wireless Networking] Our paper "SRLoRa: Neural-enhanced LoRa Weak Signal Decoding with Multi-gateway Super Resolution" is accepted by ACM MobiHoc 2023.
- [Service] Invited to be a TPC member of IEEE MSN 2023 and IEEE DySpan 2024.
- [Service] Invited to be a TPC member of IEEE INFOCOM 2024.
- [Award] Maolin Gan and Gen Li won the Travel Grant of MobiSys 2023. Congratulation to Maolin and Gen.
- [Moibile Security] Our paper "EchoAttack: Practical Inaudible Attacks To Smart Earbuds" is accepted by ACM MobiSys 2023.
- [Wireless Sensing] Maolin Gan have presented a poster of our pilot study on agriculture sensing with wireless signals at AI in Ag conference in Orlando, Florida.
- [Award] Li Liu won the Travel Grant of CPS Week 2023. Congratulation to Li.
- [Dataset/Benchmark] Our NELoRa Benchmark "NELoRa-Bench: A Benchmark for Neural-enhanced LoRa Demodulation" is accepted by ICLR 2023 workshop ML4IoT (Oral).
- [Mobile Application] Our paper "FaceTouch: Practical Face Touch Detection with a Multimodal Wearable System for Epidemiological Surveillance" is accepted by ACM/IEEE IoTDI 2023.
- [Service] Invited to be poster/demo chair of IEEE MASS 2023.
- [Wireless Networking] Our paper "Prism: High-throughput LoRa Backscatter with Non-linear Chirps" is accepted by IEEE INFOCOM 2023.
Edge Intelligence and Networking (EIN) Group [Group Members]
Our EIN research group consists of 6 PhD candidates with diverse undergraduate backgrounds. We focus on broad networking optimization and computational intelligence topics we have met during developing and implementing various edge and IoT systems.
Research Projects:
- FedIoT: Efficient and Scalable Federated Learning systems for IoT. (2021 - Present)
- FarmEye: A large-scale agriclture data collection and analysis system with LoRa and AI. (2021 - Present)
- DeepSensing: Deep Neural Network augmented RF sensing systems. (2020 - Present)
- MobileSEC: Mobile system security and privacy ralted to cameras and microphones. (2020 - Present)
- IndoorSys: Practical tracking systems in indoor environments with mobile devices and RF infrastrucutres. (2019 - 2022)
- LoSee: A wide-area vehicle tracking system with LoRa. (2018 - 2020)
- BatteryLink: A product-cycle management system for lead batteries. (2016 - 2019)
- OilNet: A high speed mesh back-bone network for wild oil fields. (2014 - 2016)
- CitySee: A long-term city-wide urban sensing system for Carbon balance evaluation and environmental surveillance. (2012 - 2014)
- GreenOrbs: A long-term kilo-scale wireless sensor network system in the vast forest. (2009 - 2012)
I am recruting motivated PhD students who share the same research interests with us.
Surveys, Highlights, and Benchmarks
- Jialuo Du, Yidong Ren, Mi Zhang, Yunhao Liu, and Zhichao Cao.
NELoRa-Bench: A Benchmark for Neural-Enhanced LoRa Demodulation.
ML4IoT Workshop on ICLR 2023.
- Chenning Li, Hanqing Guo, Shuai Tong, Zhichao Cao, Mi Zhang, Qiben Yan, Li Xiao, Jiliang Wang, and Yunhao Liu.
NELoRa: Neural-enhanced Demodulation for Low-Power WANs.
ACM SIGMOBILE GetMobile, (Sep, 2022). (SenSys'21 Best Paper)
- Chenning Li, and Zhichao Cao.
LoRa Networking Techniques for Large-scale and Long-term IoT: A Down-to-top Survey.
ACM Computing Survey (CSUR) 55(3):52, (2022).
- Chenning Li, Zhichao Cao, and Yunhao Liu.
Deep AI Enabled Ubiquitous Wireless Sensing: A Survey.
ACM Computing Survey (CSUR) 54(2):32, (2021).
- Nikolay Ivanov, Chenning Li, Qiben Yan, Zhiyuan Sun, Zhichao Cao, and Xiapu Luo.
Security Threat Mitigation for Smart Contracts: A Comprehensive Survey.
ACM Computing Survey (CSUR) 55(14):326, (2023).
Selected Publications [Full List]
Wireless Networking
- Jialuo Du, Yidong Ren, Zhui Zhu, Chenning Li, Zhichao Cao, Qiang Ma, and Yunhao Liu.
SRLoRa: Neural-enhanced LoRaWeak Signal Decoding with Multi-gateway Super Resolution.
MobiHoc 2023.
- Yidong Ren, Puyu Cai, Jinyan Jiang, Jialuo Du, and Zhichao Cao.
Prism: High-throughput LoRa Backscatter with Non-linear Chirps.
INFOCOM 2023.
- Chenning Li, Xiuzhen Guo, Longfei Shangguan, Zhichao Cao, and Kyle Jamieson.
CurvingLoRa to Boost LoRa Network Throughput via Concurrent Transmission.
NSDI 2022.
ML/Edge System
- Chenning Li, Xiao Zeng, Mi Zhang, and Zhichao Cao.
PyramidFL: A Fine-grained Client Selection Framework for Efficient Federated Learning.
MobiCom 2022.
Mobile Security/Application
- Gen Li, Zhichao Cao, and Tianxing Li.
EchoAttack: Practical Inaudible Attacks To Smart Earbuds.
MobiSys 2023.
- Li Liu, Zhichao Cao, and Tianxing Li.
FaceTouch: Practical Face Touch Detection with a Multimodal Wearable System for Epidemiological Surveillance.
IoTDI 2023.
- Hanqing Guo, Chenning Li, Lingkun Li, Zhichao Cao, Qiben Yan, and Li Xiao.
NEC: Speaker Selective Cancellation via Neural Enhanced Ultrasound Shadowing.
DSN 2022.
Wireless Sensing
- Chenning Li, Li Liu, Zhichao Cao, and Mi Zhang.
WiVelo: Fine-grained Walking Velocity Estimation for Wi-Fi Passive Tracking.
SECON 2022.
- Chenning Li, Manni Liu, and Zhichao Cao.
WiHF: Gesture and User Recognition with Wi-Fi.
TMC 21(2):757-768, (2022).
- Chenning Li, Zheng Liu, Yuguang Yao, Zhichao Cao, Mi Zhang, and Yunhao Liu.
Wi-Fi See It All: Generative Adversarial Network-augmented Versatile Wi-Fi Imaging.
Sensys 2020.
Teaching
- Fall 2020/Spring 2021, 2022, 2023, CSE-220, Programming in C
- Spring 2020/Fall 2021, 2022, 2023, CSE-891, AIoT: Artificial Intelligence in the Edge
Codes and Datasets
- L2 Implementation in TinyOS.
- Chase Implementation in TinyOS.
- NELoRa codes and datasets.
- CurvingLoRa codes and datasets.
- PyramidFL codes and datasets.
- WiSIA: Wi-Fi imagings datasets.
"Nothing endures but change."
- Heraclitus, Greek philosopher (540 BC - 480 BC)
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