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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.1//EN" "http://www.w3.org/TR/xhtml11/DTD/xhtml11.dtd">
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<title>Shang</title>
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<a href="./"><img src="./Files/imgs/shang.jpg" alt="" height="250px" /></a>
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<p><a href="./">
<font size="4">Liang Shang</font>
</a><br />
<i> Ph.D, Assistant Professor </i>
<br /><br />
<a href="http://www.sia.cas.cn/" target="_blank">State Key Laboratory of Robotics, Shenyang
Institute of Automation, Chinese Academy of Sciences</a><br />
<br />
Location: Shenyang Institute of Automation, Nanta Road 114, Shenyang, 110016, China<br />
<class="staffshortcut">
<A HREF="#News">News</A> |
<A HREF="#Interest">Research Interest</A> |
<A HREF="#Career">Career</A> |
<A HREF="#Education">Education</A> |
<A HREF="#Publications">Publications</A> |
<A HREF="#Projects">Projects</A> |
<A HREF="#Services">Services</A> |
<A HREF="#Awards">Awards</A>
<br />
<br />
Email: smuchpaker@gmail.com | shangliang@sia.cn <br />
[<a href="https://scholar.google.co.jp/citations?hl=en&user=B8nfXnuGauMC"
target="_blank">Google Scholar</a>]
[<a href="https://github.com/yuliang0225" target="_blank">GitHub</a>]
[<a href="https://www.researchgate.net/profile/Liang-Shang"
target="_blank">ResearchGate</a>]
[<a href="https://orcid.org/0000-0001-8369-3049" target="_blank">ORCID</a>]
[<a href="https://www.linkedin.com/in/liang-shang-809386a8/"
target="_blank">LinkedIn</a>]
[<a href="https://www.linkedin.com/in/liang-shang-809386a8/"
target="_blank">Resume</a>]
[<a href="https://shangliang0225.shinyapps.io/molodorperception/"
target="_blank">Shinyapp</a>]
[<a href="./Pages/index-CN.html"
target="_self">CN</a>]
[<a href="./Pages/index-JP.html"
target="_self">JP</a>]
</td>
</tr>
</table>
<A NAME="News">
<h2>News</h2>
</A>
<ul>
<li> <b><font color="#FF0000">[2022.4]</font></b>
Add new research results titiled <b>'Machine-Learning-Based Olfactometry:
Odor Descriptor Clustering Analysis for Olfactory Perception Prediction of Odorant Molecules'</b>.
</li>
<li> <b><font color="#FF0000">[2022.4]</font></b>
Add new research results titiled <b>'Odorant molecular
feature mining by diverse deep neural networks for prediction of odor perception categories'</b>.
</li>
<li> <b><font color="#FF0000">[2021.9]</font></b>
Award <b>Assistant Research Fellow</b> from Chinese Academy of Sciences.
</li>
<li> <b><font color="#FF0000">[2021.8]</font></b>
Award <b>Postdoctoral Fellowship of China</b>.
</li>
<li> <b><font color="#FF0000">[2021.1]</font></b>
Join <b>State Key Laboratory of Robotics, Chinese Academy of Sciences</b> as an assistant
professor.
</li>
<!-- <li> <b> <font color="#FF0000">[2021.03]</font> </b> One paper is accepted as an <b>Oral Presentation</b> by IGARSS 2021!</li>
<li> <b> <font color="#FF0000">[2020.12]</font> </b> Awarded with <b>"Wang Zhizhuo Innovation Talent" Outstanding Prize</b> (<a href="http://rsgis.whu.edu.cn/index.php?m=content&c=index&a=show&catid=123&id=7249" target="_blank"><font style="font-family:Microsoft YaHei">“王之卓创新人才奖”特等奖</font></a>)!</li>
<li> <b> <font color="#FF0000">[2020.11]</font> </b> Awarded with <b>The Star of Self-improvement in Chinese College Students</b> (<a href="https://news.whu.edu.cn/info/1007/62905.htm" target="_blank"><font style="font-family:Microsoft YaHei">中国大学生自强之星</font></a>)!</li>
<li> <b> <font color="#FF0000">[2020.10]</font> </b> Our <b>Multi-Temporal Full Width Sentinel-2 Cloud Detection and Removal Dataset</b> is released (<a href= "https://drive.google.com/file/d/1LlvUKtUWAKoF6R0igbREwvP2Wfja9UBv/view?usp=sharing" target="_blank">dataset</a>)!</li>
<li> <b> <font color="#FF0000">[2020.09]</font> </b> Awarded with <b>Graduate Academic Innovation Outstanding Prize</b> (<a href="https://www.gs.whu.edu.cn/info/1057/7261.htm" target="_blank"><font style="font-family:Microsoft YaHei">武汉大学“研究生学术创新奖”特等奖</font></a>)!</li>
<li> <b> <font color="#FF0000">[2020.08]</font> </b> Our <b>SGD-SM Products</b> are released (<a href= "https://github.com/qzhang95/SGD-SM" target="_blank">code</a>, <a href= "https://doi.org/10.5281/zenodo.4417458" target="_blank">dataset</a>)!</li>
<li> <b> <font color="#FF0000">[2020.06]</font> </b> Our <b>HSI Denoising Dataset</b> is released (<a href= "https://wws.lanzous.com/iNjl9dna1vi" target="_blank">dataset</a>)!</li>
<li> <b> <font color="#FF0000">[2020.05]</font> </b> Invited as a reporter for <b>GeoScience Café</b> (<a href= "./Files/张强_Geoscience Cafe254期.pdf" target="_blank">slides</a>)!</li>
<li> <b> <font color="#FF0000">[2020.04]</font> </b> One paper is accepted by <b>ISPRS P&RS</b> (<a href="https://www.sciencedirect.com/science/article/pii/S0924271620301076" target="_blank">link</a>)!</li>
<li> <b> <font color="#FF0000">[2020.03]</font> </b> One paper is accepted as an <b>Oral Presentation</b> by IGARSS 2020 (<a href="https://www.igarss2020.org/view_session.php?SessionID=1114" target="_blank">session</a>, <a href="./Files/Qiang Zhang_Slides_IGARSS2020.pdf" target="_blank">slides</a>)!</li>
<li> <b> <font color="#FF0000">[2020.02]</font> </b> One paper is accepted by <b>ISPRS P&RS</b> (<a href="https://www.sciencedirect.com/science/article/pii/S0924271620300423" target="_blank">link</a>, <a href="https://github.com/qzhang95/PSTCR" target="_blank">code</a>)!</li> -->
</ul>
<br />
<A NAME="Interest">
<h2>Research Interest</h2>
</A>
I work in the field of <b>odor sensing, machine learning, moleculary imprinted materials, recommendation system, riemann geometry,
sensing information fusion</b>. Currently, I focus on the following research topics:
<ul>
<li>The relationship between molecular infroamtion and olfaction perception;</li>
<li>Biology inspired algorithm;</li>
<li>Machine learning</li>
</ul>
<br />
<A NAME="Career">
<h2>Career</h2>
</A>
<ul>
<li>2021.1-
Assistant Professor, State Key Laboratory of Robotics, <a href="http://www.sia.cas.cn/"
target="_blank">Chinese Academy of Sciences</a>. </li>
<Li>2020.5-2020.12 Senior Data Scientist, Tax Transaction and Technology
Group, <a href="https://www.eyjapan.jp/" target="_blank">EY Japan</a>.</li>
<li>2018.10-2020.4 Data Scientist, Science Group, <a
href="https://www.yahoo.co.jp/" target="_blank">Yahoo! Japan</a>.</li>
</ul>
<br />
<A NAME="Education">
<h2>Education</h2>
</A>
<ul>
<li>2015.10-2018.9 Ph.D <a href="https://www.kyushu-u.ac.jp/"
target="_blank">Kyushu University</a>, Japan.
Supervisor: Prof. <a href="http://o.ed.kyushu-u.ac.jp/index.html" target="_blank">Kenshi Hayashi</a>
</li>
<Li>2012.9-2015.6 M.E. <a href="https://www.nwafu.edu.cn/"
target="_blank">Northwest A&F University</a>, China.
Supervisor: Prof. Wenchuan Guo</li>
<li>2008.9-2012.6 B.E. <a href="https://www.nwafu.edu.cn/"
target="_blank">Northwest A&F University</a>, China.
</li>
</ul>
<br />
<A NAME="Publications">
<h2>Publications</h2>
</A>
<p><b>Journals</b>: </p>
<font size="3">
<ul>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[24] <b>Liang Shang</b>, Fengzhen Tang, Chuanjun Liu, Bin Chen, Lianqing Liu, Kenshi Hayashi,
Odorant molecular feature mining by diverse deep neural networks for prediction of odor perception categories
<i>bioRxiv</i>,
488977, 2022.
(<b>Under review</b>)
[<a href="./Files/papers/2022-Shang-gcn_ods_aca.pdf" target="_blank">PDF</a>]
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[23] <b>Liang Shang</b>, Fengzhen Tang, Chuanjun Liu, Bin Chen, Lianqing Liu, Kenshi Hayashi,
Machine-Learning-Based Olfactometry: Odor Descriptor Clustering Analysis for Olfactory
Perception Prediction of Odorant Molecules,
<i>bioRxiv</i>,
488973, 2022.
(<b>Under review</b>)
[<a href="./Files/papers/2022-Shang-Machine-Learning-Based Olfactometry Odor Descriptor Clustering Analysis for Olfactory Perception Prediction of Odorant Molecules.pdf" target="_blank">PDF</a>]
[<a href="https://shangliang0225.shinyapps.io/molodorperception/" target="_blank">Data</a>]
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[22] Bin Chen, Hao Guo, Chuanjun Liu, <b>Liang Shang</b>, Xiao Ye, Lin Chen, Changhao Feng, Kenshi Hayash,
AuNU dimers on ITO substrate with the highest refractive index sensitivity as chemical sensor,
<i>IEEE Sensors Journal</i>,
2022.
(<b>SCI Q1, IF=3.301</b>)
<!-- [<a href="./Files/papers/2020-Chen-Molecularly imprinted sol-gel Au Ag core-shell nano-urchin localized surface plasmon resonance sensor designed in reflection mode for detection of organic acid vapors.pdf" target="_blank">PDF</a>] -->
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[21] Bin Chen, Hao Guo, Chuanjun Liu, <b>Liang Shang</b>, Xiao Ye, Lin Chen, Changhao Feng, Kenshi Hayash,
Molecularly imprinted sol-gel/Au@ Ag core-shell nano-urchin localized surface plasmon resonance sensor
designed in reflection mode for detection of organic acid vapors,
<i>Biosensors and Bioelectronics</i>,
vol. 169, pp. 112639, 2020.
(<b>SCI Q1, IF=10.257</b>)
[<a href="./Files/papers/2020-Chen-Molecularly imprinted sol-gel Au Ag core-shell nano-urchin localized surface plasmon resonance sensor designed in reflection mode for detection of organic acid vapors.pdf" target="_blank">PDF</a>]
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[20] Bin Chen, Chuanjun Liu, <b>Liang Shang</b>, Hao Guo, Jiongming Qin, Lingpu Ge, Chun Ju Jing, Changhao Feng, Kenshi Hayashi,
Electric-field enhancement of molecularly imprinted sol–gel-coated Au
nano-urchin sensors for vapor detection of plant biomarkers,
<i>Journal of Materials Chemistry C</i>,
vol. 8, no. 1, pp. 262-269, 2020.
(<b>SCI Q1, IF=7.059</b>)
[<a href="./Files/papers/2020-Chen-Electric-field enhancement of molecularly imprinted sol–gel-coated Au nano-urchin sensors for vapor detection of plant biomarkers.pdf" target="_blank">PDF</a>]
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[19] Chuanjun Liu, <b>Liang Shang</b>, Kenshi Hayashi,
Co-occurrence-based clustering of odor descriptors for predicting structure-odor relationship,
<i>2019 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN)</i>,
pp. 1-4, 2019.
(<b>EI</b>)
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[18] Shota Shimizu, <b>Liang Shang</b>, Fumihiro Sassa, Kenshi Hayashi,
Multiplexed LSPR gas sensor with an arrayed molecularly imprinted Sol-Gel filter,
<i>2019 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN)</i>,
pp. 1-3, 2019.
(<b>EI</b>)
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[17] Bin Chen, Chuanjun Liu, <b>Liang Shang</b>, Ying Huang, Shaohua Yang, Xiaoyan Sun, Changhao Feng, Kenshi Hayashi,
Electron transfer during binding processes between thiolate molecules and Au nano-islands,
<i>Applied Surface Science</i>,
vol. 473, pp. 49-54, 2019.
(<b>SCI Q1, IF=6.182</b>)
[<a href="./Files/papers/2019-Chen-Electron transfer during binding processes between thiolate molecules and Au nano-islands.pdf" target="_blank">PDF</a>]
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[16] <b>Liang Shang</b>, Chuanjun Liu, Bin Chen, Kenshi Hayashi,
Plant biomarker recognition by molecular imprinting based localized surface plasmon resonance sensor array:
Performance improvement by enhanced hotspot of au nanostructure,
<i>ACS sensors</i>,
vol. 3, no. 8, pp. 1531-1538, 2018.
(<b>SCI Q1, IF=7.333</b>)
[<a href="./Files/papers/2018-Shang-ACS-sensors-PVOC.pdf" target="_blank">PDF</a>]
[<a href="./Files/papers/2018-Shang-AC-sensors-PVOC-SI.pdf" target="_blank">SI</a>]
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[15] Chuanjun Liu, <b>Liang Shang</b>, Hiro-Taka Yoshioka, Bin Chen, Kenshi Hayashi,
Preparation of molecularly imprinted polymer nanobeads for selective sensing of carboxylic acid vapors,
<i>Analytica chimica acta</i>,
vol. 1010, pp. 1-10, 2018.
(<b>SCI Q1, IF=5.977</b>)
[<a href="./Files/papers/2018-Liu-Preparation of molecularly imprinted polymer nanobeads for selective sensing of carboxylic acid vapors.pdf" target="_blank">PDF</a>]
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[14] <b>Liang Shang</b>, Chuanjun Liu, Bin Chen, Kenshi Hayashi,
Development of molecular imprinted sol-gel based LSPR sensor for detection of volatile cis-jasmone in plant,
<i>Sensors and Actuators B: Chemical</i>,
vol. 260, pp. 617-626, 2018.
(<b>SCI Q1, IF=7.1</b>)
[<a href="./Files/papers/2018-Shang-LSPR-PVOCs-SNB.pdf" target="_blank">PDF</a>]
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[13] <b>Liang Shang</b>, Chuanjun Liu, Yoichi Tomiura, Kenshi Hayashi,
Odorant clustering based on molecular parameter-feature extraction and imaging analysis of olfactory bulb odor maps,
<i>Sensors and Actuators B: Chemical</i>,
vol. 255, pp. 508-518, 2018.
(<b>SCI Q1, IF=7.1</b>)
[<a href="./Files/papers/2018-Shang-Odorant clustering based on molecular parameter-feature extraction and imaging analysis of olfactory bulb odor maps.pdf" target="_blank">PDF</a>]
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[12] <b>Liang Shang</b>, Chuanjun Liu, Kenshi Hayashi,
Localized surface plasmon resonance modified with molecularly imprinted sol-gel sensor for cis-jasmone vapor detection,
<i>2017 IEEE Sensors</i>,
pp. 1-3, 2017.
(<b>EI</b>)
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[11] <b>Liang Shang</b>, Chuanjun Liu, Yoichi Tomiura, Kenshi Hayashi,
Machine-learning-based olfactometer: prediction of odor perception from physicochemical features of odorant molecules,
<i>Analytical Chemistry</i>,
vol. 89, no. 22, pp. 11999-12005, 2017.
(<b>SCI Q1, IF=6.785</b>)
[<a href="./Files/papers/2017-Shang-Machine-Learning-Based Olfactometer Prediction of Odor Perception from Physicochemical Features of Odorant Molecules.pdf" target="_blank">PDF</a>]
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[10] <b>Liang Shang</b>, Chuanjun Liu, Masashi Watanabe, Bin Chen, Kenshi Hayashi,
LSPR sensor array based on molecularly imprinted sol-gels for pattern recognition of volatile organic acids,
<i>Sensors and Actuators B: Chemical</i>,
vol. 249, pp. 14-21, 2017.
(<b>SCI Q1, IF=7.1</b>)
[<a href="./Files/papers/2017-Shang-LSPR sensor array based on molecularly imprinted sol-gels for pattern recognition of volatile organic acids.pdf" target="_blank">PDF</a>]
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[9] Zhuanwei Wang, Chunjiang Zhao, <b>Liang Shang</b>, Fanrong Kong, Xiaofeng Weng,
Nondestructive testing of muskmelons varieties based on dielectric spectrum technology,
<i>Transactions of the Chinese Society of Agricultural Engineering</i>,
vol. 33, no. 9, pp. 290-295, 2017.
(<b>EI</b>)
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[8] Haoyu Wang, <b>Liang Shang</b>, Hiro-Taka Yoshioka, Fumihiro Sassa, Kenshi Hayshi,
Optical detection of plant biogenic volatile organic compounds with molecular recognizing fluorescent micro beads,
<i>IEICE Technical Report</i>,
vol. 116, no. 435, pp. 1–4, 2017.
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[7] <b>Liang Shang</b>, Chuanjun Liu, Yoichi Tomiura, Kenshi Hayashi,
Artificial odor cluster map of odorant molecular parameters and odor maps in rat olfactory bulbs,
<i>Chemical Sense</i>,
vol. 41, no. 9, pp. E212-E212, 2016.
(<b>SCI Q3, IF=2.261</b>)
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[6] Wenchuan Guo, Jingsi Gu, Dayang Liu, <b>Liang Shang</b>,
Peach variety identification using near-infrared diffuse reflectance spectroscopy,
<i>Computers and Electronics in Agriculture</i>,
vol. 123, pp. 297-303, 2016.
(<b>SCI Q1, IF=3.85</b>)
<!-- [<a href="./Files/ISPRS_2020_DSSBP.pdf" target="_blank">PDF</a>] -->
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[5] Wenchuan Guo, <b>Liang Shang</b>, Xinhua Zhu, Stuart O Nelson,
Nondestructive detection of soluble solids content of apples from
dielectric spectra with ANN and chemometric methods,
<i>Food and Bioprocess Technology</i>,
vol. 8, no. 5, pp. 1126-1138, 2015.
(<b>SCI Q1, IF=3.20</b>)
[<a href="./Files/papers/2015-Guo2015_Article_NondestructiveDetectionOfSolub.pdf" target="_blank">PDF</a>]
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[4] <b>Liang Shang</b>, Wenchuan Guo, Stuart O Nelson,
Apple variety identification based on dielectric spectra and chemometric methods,
<i>Food Analytical Methods</i>,
vol. 8, no. 4, pp. 1042-1052, 2015.
(<b>SCI Q2, IF=2.47</b>)
[<a href="./Files/papers/2015-Shang2015_Article_AppleVarietyIdentificationBase.pdf" target="_blank">PDF</a>]
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[3] Minghai Wang, Wenchuan Guo, <b>Liang Shang</b>, Jingsi Gu,
Nondestructive detection of soluble solids content for multiple peach
fruits using near-infrared diffuse reflectance spectra,
<i>Journal of Northwest A & F University-Natural Science Edition</i>,
vol. 42, no. 2, pp. 142-148, 2014.
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[2] <b>Liang Shang</b>, Jingsi Gu, Wenchuan Guo,
Non-destructively detecting sugar content of nectarines based on dielectric properties and ANN,
<i>Transactions of the Chinese Society of Agricultural Engineering</i>,
vol. 29, no. 17, pp. 257-264, 2013.
(<b>EI</b>)
[<a href="./Files/papers/2013-Shang-ANN-ch.pdf" target="_blank">PDF</a>]
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[1] WenChuan Guo, <b>Liang Shang</b>, MingHai Wang, XinHua Zhu,
Soluble solids content detection of postharvest apples based on frequency spectrum of dielectric parameters,
<i>Transactions of the Chinese Society for Agricultural Machinery</i>,
vol. 44, no. 9, pp. 132-137, 2013.
(<b>EI</b>)
[<a href="./Files/TGRS_2019_HSID-CNN.pdf" target="_blank">PDF</a>]
</span>
</p>
</ul>
</font>
<br />
<p><b>Conferences</b>: </p>
<font size="3">
<ul>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[7] <b>Liang Shang</b>, Liu Chuanjun, Kenshi Hayashi,
High-performance Molecular Imprinted Sol-gel LSPR Array
for Plant Volatile Organic Components Sensing,
<i>International Symposium on Organic Molecular Electronics
(<b>ISOME</b>)</i>,
Tosu, Japan, 2018.
(<b>EI, <font color="#FF0000">Oral</font></b>)
[<a href="./Files/conferences/07-ISOME2018_Shang.pdf" target="_blank">Slides</a>]
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[6] <b>Liang Shang</b>, Liu Chuanjun, Kenshi Hayashi,
Localized Surface Plasmon Resonance Modified with Molecularly
Imprinted Sol-gel Sensor array for Plant Volatile Organic Compounds Detection,
<i>IEEE Sensors</i>,
Glasgow, UK, 2017.
(<b>EI, <font color="#FF0000">Oral</font></b>)
[<a href="./Files/conferences/06-IEEE_Sensors_2017_Shang.pdf" target="_blank">Slides</a>]
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[5] <b>Liang Shang</b>, Liu Chuanjun, Kenshi Hayashi,
Localized surface plasmon resonance gas sensor based on molecularly
imprinted sol-gel for selective cis-jasmone vapor detection,
<i>8th International Conference on Surface Plasmon Photonics
(<b>SSP8</b>)</i>,
Taipei, Taiwan, China, 2017.
(<b><font color="#FF0000">Poster</font></b>)
[<a href="./Files/conferences/05-SPP8-04.pdf" target="_blank">Poster</a>]
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[4] <b>Liang Shang</b>, Liu Chuanjun, Tomiura Yoichi, Kenshi Hayashi,
Statistical clustering of odorant molecules based on both
molecular profile feature extraction and olfactory bulb odor map imaging analysis,
<i>Digital Olfaction Society
(<b>DOS</b>)</i>,
Tokyo, Japan, 2016.
(<b><font color="#FF0000">Poster</font></b>)
[<a href="./Files/conferences/04-DOS2016_V2.0.pdf" target="_blank">Poster</a>]
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[3] <b>Liang Shang</b>, Liu Chuanjun, Kenshi Hayashi,
LSPR sensor modified by molecularly imprinted sol-gel
for selective organic acid vapor detection,
<i>The Japan Society of Applied Physics
(<b>JSAP</b>)</i>,
Tsushima, Japan, 2016.
(<b><font color="#FF0000">Oral</font></b>)
[<a href="./Files/conferences/03-The Japan Society of Applied Physics-Kyushu-2016-0920-shang.pdf" target="_blank">Slides</a>]
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[2] <b>Liang Shang</b>, Liu Chuanjun, Kenshi Hayashi,
Molecularly imprinted sol-gel based LSPR sensor for
selective fatty acid vapor detection,
<i>The International Meeting on Chemical Sensors
(<b>IMCS</b>)</i>,
Jeju Island, Korea, 2016.
(<b><font color="#FF0000">Oral</font></b>)
[<a href="./Files/conferences/02-IMCS2016_shang.pdf" target="_blank">Slides</a>]
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[1] <b>Liang Shang</b>, Liu Chuanjun, Tomiura Yoichi, Kenshi Hayashi,
Artificial odor cluster map of odorant molecular parameters and
odor maps in rat olfactory bulbs,
<i>International Symposium on Olfaction and Taste
(<b>ISOT</b>)</i>,
Yokohama, Japan, 2016.
(<b><font color="#FF0000">Poster</font></b>)
[<a href="./Files/conferences/01-ISOT2016-poster-Shang-0524.pdf" target="_blank">Poster</a>]
</span>
</p>
</ul>
<br />
<p><b>Patents</b>: </p>
<ul>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[1] Kenshi Hayashi, <b>Liang Shang</b>, Tomiura Yoichi, Liu Chuanjun, Kanazawa Hiroshi,
Smell representation prediction system and smell representation prediction categorizing
method,
JP2019060870A, Japan, 2017.
[<a href="https://patentimages.storage.googleapis.com/8e/9a/37/4315583dcf8b8c/JP2019060870A.pdf"
target="_blank">PDF</a>]
</span>
</p>
</ul>
<br />
<p><b>Thesis</b>: </p>
<ul>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[1] <b>Liang Shang</b>,
Smell representation prediction system and smell representation prediction categorizing
method,
Ph.D Thesis, Kyushu University, Japan, 2018.
[<a href="./Files/thesis/PHD_thesis_shang.pdf" target="_blank">PDF</a> |
<a href="./Files/thesis/PHD_PPT_shang.pdf" target="_blank">Slides</a>]
</span>
</p>
</ul>
<br />
<A NAME="Projects">
<h2>Projects</h2>
</A>
<ul>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[3] Japan Society for the Promotion of Science,
Grant-in-Aid for Scientific Research (A) 15H01695,
Advanced Sensing Technology for Supporting Next-generation Agriculture,
2015.4~2018.3,
407,919$,
participate.
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[2] Japan Society for the Promotion of Science,
Grant-in-Aid for Scientific Research (A) 15H01695,
Advanced Sensing Technology for Supporting Next-generation Agriculture,
2015.4~2018.3,
407,919$,
participate.
[<a href="https://kaken.nii.ac.jp/en/grant/KAKENHI-PROJECT-15H01695/"
target="_blank">Link</a>]
</span>
</p>
<p style="text-indent: -1.6rem;margin-left: 0rem;">
<span>[1] Japan Society for the Promotion of Science,
Grant-in-Aid for Scientific Research (A) 15H01713,
Visualization of Odor Quality and Space,
2015.4~2018.3,
407,919$,
participate.
[<a href="https://kaken.nii.ac.jp/en/grant/KAKENHI-PROJECT-15H01713/"
target="_blank">Link</a>]
</span>
</p>
</ul>
<A NAME="Services">
<h2>Services</h2>
</A>
<p><b>Membership</b>: </p>
<font size="3">
<ul>
<li>N/A</li>
</ul>
</font>
<p><b>Reviewer</b>: </p>
<font size="3">
<ul>
<li>IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)</li>
<li>International Joint Conferences on Artificial Intelligence (IJCAI)</li>
<li>Sensors and Actuators: B. Chemical</li>
<li>IEEE Sensors</li>
</ul>
</font>
<A NAME="Awards">
<h2>Awards and Certificates</h2>
</A>
<font size="3">
<ul>
<li>2021, Youth Talent Support Program, Chinese Academy of Sciences. </li>
<li>2020, Science Group Award, Yahoo! Japan, Top 5%. </li>
<li>2019, Data & Science Award, Yahoo! Japan, Top 5%. </li>
<li>2018, Japanese-Language Proficiency Test (JLPT), N1, Japan Educational Exchanges and
Services. </li>
<li>2017, Internation Conferences Subsidy, The NEC C&C Foundation, Top 20%. </li>
<li>2015, Outstanding Graduate Student, Northwest A&F University, Top 5%. </li>
<li>2013, National Scholarship for Graduate Student, Ministry of Education, Top 5%. </li>
<li>2012, Japanese-Language Proficiency Test (JLPT), N2, Japan Educational Exchanges and
Services. </li>
<li>2008-2012, First Prize of Academic Scholarship, Northwest A&F University, Top 10%. </li>
</ul>
</font>
<!-- <font size="2"; color="#A0A0A0";>
<p style="text-align:center">Basic qzhang95.github</p>
</font> -->
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