Wei ZHANG

张伟

Software Engineer
Momenta.ai

Biography

I’m employed at QCraft and Momenta successively, both focus on automatic driving solutions for complex urban traffic scenes, as a Senior R&D Engineer. Before joining Momenta, I was employed at Future Security Labs of Qihoo 360 as a Research SDE. Before that, I have received B.Eng. and B.A. from Yangzhou University(YZU) in 2020, supervised by Dr. Lei CHEN and Dr. Xiaoying DENG at 601 Innovative Electronics Lab, and also received academic guidance from Prof. Kaige GAO.

My research interests lie at Machine Learning and Computer Vision. To build practical theory for real machine intelligence, I am going to focusing on data-driven vision perception for autonomous vehicles.

Research Interests

[ Github GitHub] Machine Learning, Computer Vision, Deep Learning

Books

1.				计算机视觉实战演练：算法与应用 Computer Vision in Action Wei Zhang* Computer Vision Algorithms and Applications, a Chinese e-book contains source code, notebook, reader exchange community. [Project website] \| [📘 Online book] \| [ GitHub] \|
2.				《从BEV到Occupancy Network：算法原理与工程实践》国内首个占据栅格网络全栈课程 Wei Zhang* Surrounding Semantic Occupancy Perception Online Course for Autonomous Driving, online-cource. [Course website] \| [📘 Slides] \| [ GitHub] \|

Publications

2020
5.		Field Programmable Gate Array-Based Convolutional Neural Network Accelerators: A Survey Wei Zhang* International Journal of Electronics and Communication Engineering. 14(12) 2020. 419-427. https://publications.waset.org/10011686/pdf [ICA 2020] \| [PDF] \| [BibTeX] \| [EndNote]
4.		Pyroelectricity and field-induced spin-flop in (4-(Aminomethyl)pyridinium)₂MnCl₄ · 2H₂O Kaige Gao, Chunlin Liu, Wei Zhang, Kangni Wang and Wenlong Liu 2020 R. Soc. Open Sci. 7: 200271. https://doi.org/10.1098/rsos.200271 [PDF] \| [Supplemental Material] BibTeX Gao Kaige, Liu Chunlin, Zhang Wei, Wang Kangni and Liu Wenlong. Pyroelectricity and field-induced spin-flop in (4-(Aminomethyl)pyridinium)₂MnCl₄ · 2H₂O. 2020. R. Soc. open sci.7200271 http://doi.org/10.1098/rsos.200271

2021

3. Wei Zhang. A Design of 3D Dynamic Display System Based-on Voice Control[J]. Internet of Things Technologies.2022,12(6):62-66

2. Wei Zhang. F-LS: An indoor positioning method and implementation based on Bluetooth low energy location fingerprint-least squares fusion[J]. Internet of Things Technologies. 2022,12(03):4-6.DOI:10.16667/j.issn.2095-1302.2022.03.001.

1. Wei Zhang. A Simulated Electromagnetic Curved Shooting Gun Based on Monocular Ranging: Design and Implementation[J]. Electronics World. (Preprint)

Patents

23.				一种性能测试方法、装置、设备及存储介质 A Performance Testing Method, Device, Equipment and Storage Medium [P], Wei Zhang. [PDF] \| [GitHub]
22.				一种自动驾驶的数据回流处理系统 A Data Backflow Processing System for Autonomous Driving [P], CN116353614A Wei Zhang. [PDF] \| [GitHub]
21.				一种共享消息的管理方法 A Management Method for Sharing Messages in Autonomous Driving Systems [P], CN115114048A Wei Zhang. [PDF] \| [GitHub]
20.				面向自动驾驶系统内部模块的消息发布-订阅处理方法 [Authorized] Message Pub&Sub Processing Methods for Internal Modules of Autonomous Driving Systems [P], CN115080268B Wei Zhang. [PDF] \| [GitHub]
19.				一种自动驾驶系统对采集数据进行回放的处理方法 A Processing Method for Automatic Driving System to Play back Collected Data [P], CN115062190A Wei Zhang. [PDF] \| [GitHub]
18.				面向量产自动驾驶系统的全算法数据回放方法、系统、设备及存储介质 A Full Algorithm Data Playback Tool, Equipment and Storage Medium for Automatic Driving System [P], Wei Zhang. [PDF] \| [GitHub]
17.				一种自动驾驶虚拟仿真系统、方法、介质及设备 Automatic Driving Virtual Simulation System Based-on QEMU [P], Wei Zhang. [PDF] \| [Slides]
16.				一种数据转换方法、数据结构、转换装置、介质及设备 A Compact Data Playback Protocol and Its Implementation [P], Wei Zhang. [PDF] \| [GitHub]
15.				一种基于深度学习的图像嵌入盲水印的方法、系统及设备 A Method, System and Equipment for Embedding Blind Watermark in Image Based-on Deep Learning [P], Wei Zhang. [PDF] \| [GitHub]
14.				漏洞匹配方法、装置、设备及存储介质 Vulnerability Matching Framework and System for Attack Assessment [P], Wei Zhang. [PDF] \| [GitHub] \| [Homepage]
12.				攻击者视角下的安全评估方法、装置、设备及存储介质 Network Security Risk Assessment Method, Device, Equipment and Storage Medium [P], Wei Zhang. [PDF] \| [Slides] \| [GitHub] \| [Homepage]
11.				一种图像嵌入盲水印的方法、攻击方式及系统 An Algorithm, Attack Method and System for Image Embedding Blind Watermark [P], Wei Zhang. [PDF] \| [Slides] \| [Demo] \| [PyStegosploit]
10.				一种触控模组、系统及反馈控制方法 Touch Control Module, System and Feedback Control Method [P], Wei Zhang. CN113641261A,2021-11-12. [PDF] \| [Slides]
9.				一种蓝牙设备追踪方法、装置、设备及存储介质 Bluetooth Device Tracking Method, Device, Equipment and Storage Medium [P], Wei Zhang, Lei Ji. [PDF] \| [Slides]
8.				一种低功耗蓝牙通信中继方法、装置、设备及存储介质 Bluetooth Low Energy(BLE) Communication Relay Method, Device, Equipment and Storage Medium [P], Lei Ji, Wei Zhang. [PDF] \| [Slides]
7.				一种蓝牙通信参数解析方法、装置、设备及存储介质 Method, Device, Equipment and Storage Medium for Analyzing Bluetooth Communication Parameters [P], Wei Zhang, Lei Ji. [PDF] \| [Slides]
6.				一种显示阵列控制电路、装置及光立方 Full-color Display Array Control Circuit, Device and Light Cube [P], Wei Zhang. [PDF] \| [Slides]
5.				一种低功耗蓝牙连接阻断方法、装置、设备及存储介质 Method, device, equipment and storage medium for blocking Bluetooth Low Energy (BLE) connection [P], Lei Ji, Wei Zhang. [PDF] \| [Slides]
4.				动态显示系统、装置及方法 A 3D Dynamic Displayer System, a Device and a Method [P], Wei Zhang. CN112530432A, 2021-03-19. [PDF] \| GitHub
3.				一种嵌入实时环境信息的网络摄像头 A Webcam Embedded with Real-time Environment Information [P], Xiaoying Deng, Wei Zhang, Xiaofeng Yang, Weifeng Chen. CN209608763U, 2019-11-08. [PDF]
2.				基于树莓派的盲人阅读辅助设备 A Reading-aid Device for the Bling Based on Raspberry Pi [P], Xiaofeng Yang, Wei Zhang, Xiaoying Deng, Weifeng Chen, et al. CN209281692U, 2019-08-20. [PDF]
1.				一种基于物联网RFID技术的校园一卡通联合商家会员系统 A System for All-purpose Campus Card United with Business Member Based on IOT and RFID Technology [P], Zijia Wang, Wei Zhang, Xiaofeng Yang, Wei Wang, et al. CN208722234U, 2019-04-09. [PDF]

Software Copyrights

9. Industrial Control System Network Attack Chain Automatic Generation Platform (360 工控网络攻击链路自动生成平台)[CP]. Bo Ye, Wei Zhang, Jianqiang Qu. 2021SR1816116.

8. Industrial Control System Network Topology Drawing Platform (360 工控网络拓扑绘制平台)[CP]. Bo Ye, Wei Zhang. 2021SR1816115.

7. An Interactive AI System Software Featuring Dynamic Facial Expression Recognition and Voice Chatting [CP]. Wei Zhang, Xiaoying Deng, Wanting Liu. 2019R11S0455591.

6. A System Software Used in a Bluetooth-controlled Car for Authentication Based on Dynamic Facial Recognition [CP]. Wei Zhang, Fuzhou Shen, Xiaoying Deng, Lei CHEN. 2019R11S0455589.

5. An Eco-regulation System Based on Internet and Real-time Monitoring [CP]. Saibo Fan, Jiqiao Sun, Fuzhou Shen, Wei Zhang, Lei Chen. 2019SR0619769.

4. A Smart Car System with Tracing and Photography Functions [CP]. Fuzhou Shen, Wei Zhang, Saibo Fan, Lei Chen. 2019SR0676736.

3. A 3D Dynamic Display System Based on Intelligent Voice [CP]. Wei Zhang, Fuzhou Shen, Ce Sun, Xiaoying Deng, Lei Chen. 2019SR0223080.

2. A Robot Control System Server Based on WebServer Technology [CP]. Wei Zhang, Xiaofeng Yang, Xiaoying Deng. 2018SR879516.

1. An Intelligent Rainbow Light System Software Based on Wi-Fi Module [CP]. Shaowei Qian, Xuelian Ge, Wei Zhang, Xiaoming Yan, Lei Chen. 2018SR773134.

Funding

1. Provincial College Students’ Innovative Entrepreneurial Training Program, 2019.5–2020.5

- Maiwei Information Technology Co., Ltd., No. 201911117138T, Principal Investigator

2. School-level College Students' Innovative Entrepreneurial Training, 2018.5–2019.5

- A Design of Indoor Self-navigating Meal Delivery Robot Based on Facial Recognition, No. x20180186, Principal Investigator

- E-reading Aids for Visually Impaired People Based on Optical Character Recognition(OCR) and Text to Speech(TTS) Techniques, No. x20180186, Participator

Awards & Honors

➤ 05/2019 - 2nd Prize, The 2nd National University Contest on Intelligent Robotic Innovations. Emotion Cube: A Voice Robot Based on Emotion Analysis. Wei ZHANG, Hongxia YU, Jieling JIANG. Advisor：Lei CHEN, Xiaoying DENG.

➤ 11/2018 - 2nd Prize, 2018 National College Students’ FPGA Innovation Design Competition. Light Cube: A 3D Display System with Intelligent Voice Based on FPGA. Fuzhou Shen, Wei ZHANG, Ce Sun. Advisor：Lei CHEN, Weifeng CHEN.

➤ 04/2019 - National 3rd Prize, 1st Prize in East China, 'Discovery Cup' Software Design Competition of National College Students’ 'Internet Plus' Innovation Contest. Maiwei Information Technology Co., Ltd. No. 201911117138T, Principal Investigator.

➤ 10/2019 - 2nd Prize East China Region, National College Student Embedded Chip and System Design Competition and Smart Interconnect Innovation Competition. Design of a 3D Dynamic Display System Based on Voice Control. Wei ZHANG, Fuzhou Shen, Zhichao Fan. Advisor：Lei CHEN, Xiaoying DENG.

➤ 10/2018 - 1st Prize, Peeli Campus Venture Competition in Jiangsu Province. Maiwei Information Technology Co., Ltd. Wei ZHANG, Siyi Yao, Yuzhu ZHANG, Hongyu Li. No. 201911117138T, Principal Investigator.

➤ 08/2019 - Provincial 2nd Prize of National Electronic Design Competition. Fuzhou Shen, Wei ZHANG, Zhichao Fan. Advisor：Lei CHEN, Weifeng CHEN. More Practicum.

➤ 10/2018 - Honorary title of “New Youth for a Powerful Nation” of National Summer Voluntary Teaching (selected among 300 people nationwide by the Department of Schools of Central Committee of the Communist Youth League of China, China Youth Daily and people.cn).

➤ 05/2019 - Won the honorary title of “Top100 Volunteer” & "College Student Charity Star" initiated by www.zggyw.org, and got full membership of International Association of Volunteers (Hong Kong) Youth Action Committee.

➤ 11/2018 - National Encouragement Scholarship(5%) 3 consecutive years, Fei Xiaotong Scholarship of Morality Cultivation (1/794).

➤ 08/2019 - 1st Prize, The 5th China College Students' 'Internet Plus' Innovation and Entreprenurship Competition. Maiwei Information Technology Co., Ltd. Wei ZHANG, Hongxia Yu, Zhichao Fan, Shumin Li. No. 201911117138T, Principal Investigator.

Social Activities

➤ 08/2020-now Technical Blog Analyst, Global Affairs, Synced Technology

➤ 07/2020-now Vice-advisor, Ant Academic Study Center

➤ Volunteer Experiences (OVER 250 hours of volunteer services)

02/2020 - Excellent work in respect of the volunteer program of COP25 - Youth4Climate to United Nations Framework Convention on Climate Change, Assistant to the Greater China Secretariat, Excellent Group

04/2019 - Yangzhou Jianzhen International Half Marathon, Outstanding Volunteer

03/2019 - Responsible for the recruitment of volunteers in mainland China for The 2019 World Summer Special Olympic Games, Group Leader

08/2018 - Volunteering for The 19th Sports Games of Jiangsu, as an assistant referees of the youth team of basketball games

07/2018 - International Volunter Job in AIESEC in NJU, Mainland of China's Incoming Global Volunteer program Explore China7.0