Dr Sha Lu

Excludes commercial-in-confidence projects.

Other projects

1. Wireless CDMA Base Station Controller (BSC) Software Version V1R3， 2005: This involved wireless communication signal processing modules, BSC resource management modules, and wireless terminal handover modules. I was the project manager, leading a team of 24 members. The project lasted 8 months and was delivered on time with high quality, contributing over 35000 lines of code.
2. Wireless CDMA Communication BSC Software Development, Version V2R1, 2006 - 2007: I served as the project manager for this version development, leading a team of 46 members. The project spanned 1 year and 4 months, delivering over 54,000 lines of code on time and with high quality. This project involved managing teams across two cities: Shenzhen and Xi'an.
3. Wireless CDMA Communication BSC Software Development, Version V2R3, 2008-2009: In this project, where I was the project manager, our team of 11 members worked over 6 months to deliver more than 12,000 lines of code.
4. Wireless CDMA Communication BSC Software Development, Version V3R6, 2010-2012: As the project manager, I led a team of 52 members across three locations (Shenzhen, Xi'an, and Chengdu). The project lasted 14 months and delivered over 18,000 lines of code.
5. Wireless CDMA Communication BSC Software Development, Version V3R8, 2012-2013: I was the project manager for this version, leading a team of 28 members. The project spanned 7 months, delivering over 14,000 lines of code.
6. Wireless Product Line R&D Department, Shenzhen Division, 2012-2014: I worked as the Deputy Manager of the department, overseeing a staff of 1500 people. My responsibilities included department business planning, performance management, and team skill training and development.

Research outputs for the last seven years are shown below. Some long-standing staff members may have older outputs included. To see earlier years visit ORCID or Scopus

Open access indicates that an output is open access.

Highlights

Journal Articles

Conferences

Reports

Other outputs

Major Publications

Sha Lu, Lin Liu, Kui Yu, Thuc Duy Le, Jixue Liu, Jiuyong Li. Dependency-based Anomaly Detection: A General Framework and Comprehensive Evaluation. Expert Systems with Applications, 2026.Sha Lu, Lin Liu, Jiuyong Li, Jordan Chambers, Mark J. Cook, David B. Grayden. Leveraging Channel Coherence in Long-Term iEEG Data for Seizure Prediction. IEEE Journal of Biomedical and Health Informatics, 2025.Sha Lu, Eriita Jones, Liang Zhao, Yu Sun, Kai Qin, Jixue Liu, Jiuyong Li, Prabath Abeysekara, Norman Mueller, Simon Oliver, et al. Onboard AI for Fire Smoke Detection Using Hyperspectral Imagery: An Emulation for the Upcoming Kanyini Hyperscout-2 Mission. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024.Sha Lu, Lin Liu, Jiuyong Li, Thuc Duy Le, and Jixue Liu, 2020, May. LoPAD: A Local Prediction Approach to Anomaly Detection. In Pacific-Asia Conference on Knowledge Discovery and Data Mining (pp. 660-673) (PAKDD). Springer, Cham. (PAKDD, CORE RANK: A)Sha Lu, Lin Liu, Jiuyong Li, Thuc Duy Le, and Jixue Liu, Divide and Conquer: Targeted Adversary Detection using Proximity and Dependency. In 2021 12th IEEE international conference on Big Knowledge (ICBK).Sha Lu, Lin Liu, Jiuyong Li, and Thuc Duy Le, 2018, December. Effective Outlier Detection based on Bayesian Network and Proximity. In 2018 IEEE International Conference on Big Data (IEEE Big Data) (pp. 134-139). (Ranked the 8th in Data Mining & Analysis by Google Scholar)Sha Lu, Lin Liu, Jiuyong Li, Thuc Duy Le, and Jixue Liu. Dependency-based Anomaly Detection: Framework, Methods and Benchmark. arXiv e-prints, pages arXiv-2011, 2020. (Submitted to Machine Learning Journal, under review.)Xie, Y., Zhang, H., Zhang, B., Babar, M.A. and Lu, S., 2021, November. LogDP: Combining Dependency and Proximity for Log-Based Anomaly Detection. In International Conference on Service-Oriented Computing (pp. 708-716). Springer, Cham. (ICSOC, CORE RANK: A)Sha Lu, Lin Liu, Jiuyong Li, Thuc Duy Le, and Jixue Liu. Dependency-based Anomaly Detection: Framework, Methods and Benchmark. arXiv e-prints, pages arXiv-2011, 2022. (Submitted to Machine Learning Journal, under review.)Sha Lu, Eriita Jones, Liang Zhao, Yu Sun, Kai Qin, Jixue Liu, Jiuyong Li, Prabath Abeysekara, Norman Mueller, Simon Oliver, Jim O’Hehir, Stefan Peters. Onboard AI for fire smoke detection using Hyperspectral imagery: an emulation for the upcoming Kanyini Hyperscout-2 mission. 2023. (Submitted the Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), under review.)

Project Reports

Peters, Stefan, Sha Lu, Eriita Jones, Jixue Liu, Jiuyong Li, Jim OHehir, Kai Qin, yu Sun, Norman Mueller, Simon Oliver, Energy Efficient Onboard AI for Early Fire-Smoke Detection (SmartSat CRC, 2024)

Other Publications

Sha Lu, Lingfei Xue. Application Development based on Middleware on Set-top Box, Television Technology, vol. 12, pp. 66-67, 2001. Lingfei Xue, Xinzhi Zhou, Jicheng Liu, Sha Lu. Tunnel Fire Alarm System based on Internet. Modern Computer, 2002.

Major Patents

Lu, Sha. 2011. Method and system for use in a connected state handoff of an access terminal. CN101267662B and issued 16 November 2011.Lu, Sha. 2011. A session rejection method, access network and access terminal. US20110222512 A1, filed 12 May 2011, and issued 12 September 2011.Lu, Sha. Chen, Shunlin. Song, Youli. 2011. System and method for updating UATI of an access terminal. US7876723 B2, filed 26 April 2007, and issued 25 January 2011.Lu, Sha., Chen, S. and Song, Y., 2011. System and method for updating UATI of an access terminal. U.S. Patent 7,876,723.Li Huabing, Liu Jun, Wu Si, Lin Qing, Lu, Sha, Wu Lichang, Cui Yalei , 2011. Method, apparatus and system for automatically witching business. WO2010057385A1, and issued 25 May 2010.Lu, Sha. 2010. Session migration method between access networks and apparatus thereof. WO/2010/063221, filed 26 November 2009, and issued 10 June 2010.Lu, Sha. 2010. Method, system and device for initiating QoS state check. CN101212339A and issued 24 November 2010.Lu, Sha. 2009. Method, device and system for sending a reset message sequence number during switching. US 20090190557 A1, filed 8 April 2009, and issued 30 July 2009.Lu, Sha. 2009. A method for preventing abnormal access terminal to access and access network. US CN100479571C, issued 15 April 2009.Lu, Sha. 2008. A method, device and system for transmitting the sequence number of the reset message during the handover process. WO2008083544 A1, filed 25 October 2007, and issued 17 July 2008.Lu, Sha. 2008. A method, system, access network and access terminal for releasing QOS resource. WO2008064578 A1, filed 18 May 2007, and issued 5 June 2008.Chen, Shunlin, Lu, Sha, Dai, Mingtao. 2009. Method for terminal to access network, base station controller. CN101355784B and issued 27 March 2013.Chen, Shunlin, Lu, Sha, Dai, Mingtao. 2009. Method for terminal to access network, base station controller. CN101355784A and issued 28 January 2009.Lu, Sha. Liu yang. 2006. Method for detecting service chain circuit between access terminal and access network. CN1866957B, filed 26 December 2005, and issued 22 November 2006.

• Epileptic seizure prediction using long-term intracranial EEG recordings with deep learning model, ARC Training Centre in Cognitive Computing for Medical Technologies, July 2023 – till now.
• SmartSat P2-38: Energy-efficient on-board AI for early fire-smoke detection, SmartSat CRC, March 2022 – July 2023.