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Bio |
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I’m now a PhD Candidate of the Institute of Data Science (IDS) at
National University of Singapore jointly hosted by the Institute of
Data Science (IDS), NUS Graduate School - Integrative Sciences &
Engineering Programme (NUSGS-ISEP) and the School of Computing (SoC). I'm now tutored
by and working with
Prof.
BingSheng He in the field of Federated Learning
(FML).
I once worked as an intern for 3 months at the school of computing,
National University of Singapore (NUS) working with
Prof.
BingSheng He in the field of Federated Learning
(FML).
[Proof].
I got my Master Degree at the end of June 2020 when I was 22 years
old in College
of Computer Science and Technology of Zhejiang University.
My master supervisor is
Prof.
Jianwei Yin and was tutored by
Bruce Luo.
I received my B.S. degree in School of Computer Science and
Technology from Xidian University in 2017.
I graduated from Shenxian No.1 Middle School at
County Shen, Liaocheng, Shandong Province, China MainLand.
My hometown is located at Dazhang Middle School, County Shen,
Liaocheng, Shandong Province, Mainland of the People's Republic of
China. I grew up there with my parents along with my buddies, as
well as got my junior high and primary school's degree.
I once worked on the domain of Service Computing when I was in
Zhejiang University, and I have designed and implemented a system
which can automatically convert available data in web pages to web
services called
Service Wrapper.
I also participated in the research of user behavior analysis with
some AI knowledge. Meanwhile, I participated in the work related to
human-computer interaction.
My GPA is 4.0/4.0 [Official
Calculation Method] with rank 1/316 during my
postgraduate studies [Transcript], and
3.6/4.0
with rank 7/93(Major),
25/455(College) during my undergraduate studies [Transcript].
I took the TOEFL Test at July 2019 with score 103 [Transcript];
the GRE Test at September 2019 and got a score of Verbal 157, Quantitative 170, AW
4.0; CET6 at June 2018 with score 507; CET4 at June 2014 with
score 547.
Till now, I won 20+ awards such as the National Scholarship
and Graduate Star (Awarded by
Zhonglin
Wang). At the same time, I independently completed
nearly 40 projects of different scales with more than 15 programming
languages. I had built 4 sets of management systems for my
department and they are still online now.
My undergraduate graduation design is Parallel design of convolution
neural network based on OpenCL, which accelerates the convolutional
neural network with a CUDA-like cross-platform parallelization
design language OpenCL and achieved 300 times faster training speed
and it was awarded the University’s Excellent Graduation Thesis.
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Publications |
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[Paper]
Naibo Wang, Jianxian Zhang (2017) Parallel design of
convolution neural network based on OpenCL.[J]
Journal of Xidian University (Published).[PDF].
Meng Xi, Ying Li, Yongna Wei, Naibo Wang, Yuyu Yiny, Zhiling
Luo , Shuiguang Deng , Yihua Mao , Jianwei Yin (2019)
A Scenario-based Requirement Model for
Crossover Healthcare Service. [C] The 2019
IEEE World Congress on
Services (SERVICES) (Published).
[PDF].
Meng Xi, Zhiling Luo, Naibo Wang, Jianwei Yin (2020)
A Latent Feelings-aware RNN Model for User Churn Prediction
with Behavioral Data. [J] IEEE SmartDataServices 2020 (Accepted) [Best Paper Award] [PDF].
Qinbin Li, Zeyi Wen, Zhaomin Wu, Sixu Hu, Naibo Wang ,
Bingsheng He (2019) Federated Learning Systems: Vision, Hype
and Reality for Data Privacy and Protection [C]
(Under Submission) [PDF].
Junxiang Wang, Jianwei Yin, Ting Jin, Ying Li, Shuiguang Deng,
Zhiling Luo, Xiya Lyu and Naibo Wang (2019)
Advertising in Instant Games: Effects of Ad Formats on
Player Experience and Ad Effectiveness. [C] Special
Interest Group on Computer-Human Interaction (CHI 2020) (Under
Submission).
Junxiang Wang, Jianwei Yin, Ting Jin, Ying Li, Shuiguang Deng,
Zhiling Luo, Xiya Lyu and Naibo Wang (2018) Should
An App be An Agent? Exploring User Satisfaction with
Embedded Conversational Agents in Mobile Apps. [C]
TheWebConf 2020 (WWW) (Under Submission).
Naibo Wang, Xiya Lyu, Zitong Yang, Jianwei Yin (2019)
Service Wrapper: a system for converting web data into web
services. Arxiv.[PDF].
[Patent]
Zhiling Luo, Naibo Wang, Xiya Lyu, Zitong Yang, Jianwei Yin
(2019) 一种基于网页分割和搜索算法的服务包装系统 (A service wrapper system based on
web page segmentation and searching algorithms) (Accepting)
[Acceptance
Notification]
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Projects |
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[During graduate student period]
- System: Service Wrapper
This work constructed a service wrapper system to convert
available data in web pages into web services. Additionally, a
set of algorithms are introduced to solve problems in the whole
conversion process. People can use our system to convert web
data into web services with fool-style operations and invoke
these services by one simple step, which greatly expands the use
of web data.
- System: A Scenario-based Requirement Model for Crossover
Healthcare Service
In this work, a scenario-based requirement
model (SBRM) is proposed for crossover healthcare service. A
DSL and a prototype system are designed based on the model as
well. Our model defines the requirements as: WHO, in what
SCENARIOs, what PROCESSes need to be performed, and
what RULEs need to be satisfied. We verify our model in the
real case of the MEH (medical, eldercare, healthcare) crossover
service. SBRM supports the service better in our cases and
shows satisfactory efficiency, effectiveness, and reusability.
- AI: Understand the feeling of the player behavioral
simulation-based user churn prediction.
This work proposed a RNN model called LaFee to get latent
feelings while predicting user churn, which mitigates the
challenge of lacking users’ real feelings. In the mean time, it
introduced a method called BMM-UCP to help models predict user
churn when it needs to be completed with only behavioral data.
Then it carried out statistical quantitative analysis of the
satisfaction and aspiration while expounding and proving the
physical meaning of them.
- Android: Weather Treasure.
- Front-End: High resolution ground to ground observation service
grid system.
[link]
It's a website platform that integrated with many web services in
the field of high resolution satellite images grid. Users can
create and publish their services on the platform and import
their procedures to the platform in the form of web services.
The platform covers many high resolution satellite images such
as Land, Sea, Forest, etc. People can also develop their own
services with an online Web IDE and import the purchased SDK
very easily. Meanwhile, the platform can monitor the status of
the running devices (with the help of Zabbix) to ensure the
robustness of the whole system.
- Course Design: Parallel design of convolution neural network
based on CUDA.
[During the undergraduate student period]
- AI: Parallel design of convolution neural network based on
OpenCL (Graduation Project).
This work completes the parallel design of convolution neural
network based on
OpenCL, and verifies the feasibility and correctness of the
designed algorithm on  heterogeneous
parallel platform. Based on the analysis of the basic structure
of convolution neural network of
handwritten numeral recognition, this paper summarizes the
optimization method of convolution neural
network training based on OpenCL, and proposes a single
convolution process parallel,
multi-convolution task parallel, multi-convolution data Parallel
and batch processing and other
openCL-based parallel optimization program, and complete the
optimization program programming.
The training, testing process and simulation of CNN algorithm
are realized on Intel CPU, AMD GPU
and NVIDIA GPU platform. The test results show that the parallel
optimization scheme proposed in
this paper is about 375 times faster than the serial execution
method in the case of the same training
accuracy rate.
- Android: Study Harder My Friends! / Tripartite agreement
reservation system.
- Website System: Three-thinking student service platform / XIDIAN
optical institute reservation system / Network class learning
system in Central University of Finance and Economics / National
scientific research project application system / Crab
verification code service system.
The three-thinking website is a huge platform that provide many
services for the students and teachers in Xidian University. The
number of visitors reached 100,000 during the operation of the
website.  Students can get
instant news, check their ranks and GPAs and download the prove
of their RANK and GPA very quickly. Also, they can order some
basic materials such as their transcript and other proves with
this system and officers can handle these orders very easily.
For the professors in Xidian University, they use the system to
grade their students' graduation projects. Also, the website
provides a page for the students to find information about the
summer camps' news and helps teachers to recruit good students
by publishing Ads on the website. Until now, when I have already
graduated from Xidian University for two years, the officers are
still using this system to free their hands and improve their
work efficiency.
- Embedded: Intelligent indoor navigation system / Basketball game
timer / 8-bit CPU.
- Client: International student information management system /
The game: Dream Load / Counselor contest timer.
- Course Design: Electronic organ / KTV VOD system / Who is the
undercover? / Sanctions Recorder.
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Other Information |
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[Social Works]
- Graduate Monitor / Director of undergraduate office / Monitor in
Senior high school.
- Chief editor of journal three-thinking in XDU / chief editor of
Employment guidance manual for graduates of XDU / main designer
of brochure of Zhongnan culture academy of XDU college of
humanities.
- Modern history speech group leader / MAO project group leader /
school level summer practice team leader.
[Skills and Hobbies]
- PS, typesetting and video production (including special effects
production, music processing and video editing).
- I have been the editor-in-chief, proofreader and typesetting of
various publications, as well as the director, screenwriter and
post-production of various micro films and video, and won many
awards.
- I have hosted dozens of speech and participated in various
school activities.
- I love appreciating music and playing badminton.
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Contact
Me
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School of Computing
National University of Singapore
Singapore
Email: naibowang@comp.nus.edu.sg
Homepage: http://naibo.wang
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