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On-going Research
On-going Research
Conformal-DP: Differential Privacy on Riemannian Manifolds via Conformal Transformation.
(Submitted to ACM CCS 2025).
PPFL-RDSN: Privacy-Preserving Federated Learning-based RDSN for Encrypted Lossy Image Reconstruction. (Submitted to IEEE TPS 2025).
Past Researches
Past Researches
Study Clearness Processing of Dehazing Scenes Based on Dual-Tree Complex Wavelet
Team Leader, Chengdu, China, Apr. 2019 – Mar. 2021
Improved the clearness of haze scene treatment, and proposes a clearness of haze scene treatment method based on dual-tree complex wavelet transform.
Algorithm research, SQL Server Database, Code audit, Python, Data processing, Processing image, Cross-referencing, Spark structure, Big data, Bug repair, Comprehensive testing, Packaging, Report writing.
Adopted a more advanced image representation optimization method to improve the image processing effect and reduce the computational complexity, providing the core technical support for the application software research and development.
Research and Design of Structured Data Synchronization Software in Heterogeneous Network Environment
Researcher, Chengdu, China, May. 2018 – Apr. 2019
Analyzed and computed data structure in database under heterogeneous network environment. Addressed data redundancy problem, processed data synchronization of different nodes and synchronized database content.
Invented a software by using the method of Microsoft s Open Database Connectivity and IBM's Distributed Relation Database Access.
Machine Learning Technology Projects
Researcher, Chengdu, China, Sept. 2018 – Feb. 2019
Developed a lightweight "flask-based power consumption prediction system" based on the flask framework. Invented the automatic update of company’s power consumption prediction software and implemented in national power bank.
Adopted Python language to implement enterprise power consumption prediction model and relevant machine learning algorithm.
Asset Wireless Monitoring and Management System Based on RFID & WSN
Researcher, Chengdu, China, Apr. 2018 – Aug. 2018
Used uhf RFID tag as the unique identification of the asset, use WSN technology and sensor technology.
Displayed the running status, location information and analysis results of asset data dynamically through the data analysis system to the users in real time and realized the comprehensive, multi-dimensional, real-time management of assets.
Firewall Policy Analysis System Design
Researcher, Chengdu, China, Jan. 2017 – Jun. 2017
Created a relatively secure firewall to monitor users’ behavior and prevent malicious attacks.
Used PHP & C++ language to build the base of the software, collected the access control policy and event log of firewall, analyzed the policy, found out the redundant and noncompliance policy and translated them into the languages supported by the actual firewall products.
Some researching projects when I was doing in EITCI QSG.
Some researching projects when I was doing in EITCI QSG.
RS-EITCI-QSG-EQRNG-THEORY-STD-V10.pdfRS-EITCI-QSG-EQRNG-TESTING-STD-V10.pdfRS-EITCI-QSG-EQRNG-PROTOCOLS-STD-V10.pdfSome researching projects when I was in undergraduate (Chinese version flyers)
Some researching projects when I was in undergraduate (Chinese version flyers)
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