-
Notifications
You must be signed in to change notification settings - Fork 1
/
Copy pathindex.html
387 lines (341 loc) · 17.7 KB
/
index.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
<!DOCTYPE HTML>
<!--
Spatial by TEMPLATED
templated.co @templatedco
Released for free under the Creative Commons Attribution 3.0 license (templated.co/license)
-->
<html>
<head>
<title>Wenjia Xu | Research Associate Professor, PhD Advisor @ Beijing University of Posts and Telecommunications</title>
<meta http-equiv="content-type" content="text/html; charset=utf-8" />
<meta name="description" content="" />
<meta name="keywords" content="" />
<noscript>
<link rel="stylesheet" href="css/style.css" />
<link rel="stylesheet" href="css/skel.css" />
<link rel="stylesheet" href="css/style-xlarge.css" />
</noscript>
<link rel="stylesheet" type="text/css" href="https://fonts.googleapis.com/css?family=Raleway:400,700">
<link rel="stylesheet" type="text/css" href="https://fonts.googleapis.com/css?family=Open+Sans">
<link rel="stylesheet" href="css/font-awesome.min.css">
<link rel="icon" type="image/png" sizes="32x32" href="/favicon-32x32.png">
<link rel="icon" type="image/png" sizes="16x16" href="/favicon-16x16.png">
<!--[if lte IE 8]><script src="js/html5shiv.js"></script><![endif]-->
<script src="js/jquery.min.js"></script>
<script src="js/skel.min.js"></script>
<script src="js/skel-layers.min.js"></script>
<script src="js/init.js"></script>
<script src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
</head>
<body class="landing">
<!-- Header -->
<header id="header">
<ul class="icons">
<li>
<a href="https://scholar.google.com/citations?hl=zh-CN&view_op=list_works&gmla=AJsN-F7yMm5OlAmC4AgsrvACdQGDAKL16e4QE2b4shc6AFrgJxLhUpqKlGIMRBjmqI4eeQfPQHuptdiyWKBSzuC5gHwerEQD3smq--LlKeOtMuNHlBWxVuY&user=mW2Jtu0AAAAJ" class="icon fa-graduation-cap"></a>
</li>
<li>
<a href="https://github.com/wenjiaXu" class="icon fa-github"></a>
</li>
<li>
<a href="https://twitter.com/wenjia43411575" class="icon fa-twitter"></a>
</li>
<li>
<a href="https://www.linkedin.com/in/%E6%96%87%E5%98%89-%E8%AE%B8-440867139/" class="icon fa-linkedin"></a>
</li>
</ul>
<nav id="nav">
<ul>
<li><a href="/" class="active">Home</a></li>
<li><a href="/#two">Publications</a></li>
<li><a href="/graph-convolutional-networks/">Blog</a></li>
<li><a href="/#footer">Contact</a></li>
</ul>
</nav>
</header>
<!-- One -->
<section id="one" class="wrapper style1">
<div class="container 75%">
<div class="row 200%">
<div class="6u 12u$(medium)">
<header class="major">
<h2>Wenjia Xu (许文嘉)</h2>
<p>
<div class="image rounded" style="margin-bottom: 1.5em;"><img src="images/photo2.jpeg" width="200" alt="" /></div>
</p>
<p>Research Associate Professor, PhD Advisor</p>
<p>Beijing University of Posts and Telecommunications</p>
</header>
</div>
<div class="6u$ 12u$(medium)">
<p>Currently I am a research associate professor at School of Information and Communication Engineering, Beijing University of Posts and Telecommunications.</p>
<p>My research lies at the intersection of computer vision, natural language processing, and remote sensing, which covers a wide range of topics including remote sensing scene classification, few-shot learning, image captioning, explainable artificial inteligience.</p>
<p>I got my PhD degree from University of Chinese Academy of Sciences, advised by <a href="http://people.ucas.ac.cn/~0001014?language=en" target="_blank">Prof. Yirong Wu</a>. During my PhD, I'm also co-supervised by <a href="https://eml-unitue.de/people/zeynep-akata" target="_blank">Prof. Zeynep Akata</a> and <a href="https://www.mpi-inf.mpg.de/departments/computer-vision-and-machine-learning/people/bernt-schiele/" target="_blank">Prof. Bernt Schiele</a> at <a href="https://www.mpi-inf.mpg.de/home/" target="_blank">Max Plank Institute for Informatics</a>. I got my Bachelar's degree with horner from <a href="http://english.bit.edu.cn/" target="_blank">Beijing Institute of Technology</a> at 2016. During Jan.2016 - Jul.2016, I finished my bachelor thesis under the supervision of <a href="https://www.kth.se/profile/oech" target="_blank">Prof. Tobias Oechtering</a> at <a href="https://www.kth.se/" target="_blank">KTH</a>.</p>
<!-- <b><font color="#FF0000">I'm always looking for highly self-motivated PhD/master students, visiting students, and undergraduate interns (RAs) to work with me. Please directly send your CV to me if you find my research interesting.</font></b> -->
</div>
</div>
</div>
<div class="container 75%">
<b><font color="#FF0000">I'm always looking for highly self-motivated PhD/master students, visiting students, and undergraduate interns (RAs) to work with me. Please directly send your CV to me (xuwenjia [AT] bupt.edu.cn) if you find my research interesting.</font></b>
</div>
<div class="container 75%">
<h3 style="text-align: center">News</h3>
<ul>
<li>04/2022: Our paper about Zero-Shot Learning is accepted by IJCAI 2022.</li>
<li>03/2022: Our paper about Zero-Shot Learning is accepted by IJCV.</li>
<li>03/2022: Our paper about distinctive image captioning is accepted by TPAMI.</li>
<li>03/2022: Our paper about Zero-Shot Learning is accepted by CVPR 2022.</li>
<li>01/2022: I am awarded the National Scholarship for Graduate Students by MOE (Ministry Of Education).</li>
<li>10/2021: Our paper about the intersaction of XAI and gaze is accepted by BMVC 2021.</li>
<!-- <li>07/2021: Give an invited talk at Beihang University.</li> -->
<li>06/2021: One paper about distinctive image captioning is accepted by ACM MM 2021 as <span style="font-weight: bold; color: #DC143C">Oral</span>.</li>
<li>09/2020: One paper about Zero-Shot Learning is accepted by NeurIPS 2020.</li>
<li>07/2020: One paper about distinctive image captioning is accepted by ECCV 2020 as <span style="font-weight: bold; color: #DC143C">Oral</span>.</li>
<li>07/2020: Two workshop papers accepted by ECCV 2020.</li>
<!-- <li>01/2020: One paper accepted by IEEE Journal of Selected Topics in Signal Processing.</li> -->
<!-- <li>12/2019: Two papers accepted by Knowledge-based Systems.</li> -->
<!-- <li>09/2019: I get to Max Plank Institute as a visiting researcher, working with Prof. Zeynep Akata and Prof. Bernt Schiele.</li> -->
<!-- <li>06/2019: I get to University of Amsterdam as a visiting researcher, working with Prof. Zeynep Akata.</li> -->
<!-- <li>12/2018: One paper accepted by Remote Sensing.</li>
<!-- <li>06/2018: One paper accepted by IGARSS2018 as <span style="font-weight: bold; color: #DC143C">Oral</span>.</li> -->
</ul>
</div>
</section>
<!-- Two -->
<section id="two" class="wrapper style2">
<div class="container 75%">
<h2 style="text-align: center">Selected Publications</h2>
<hr />
<div class="row 200%">
<div class="3u 4u(large) 12u$(medium)">
<div class="image"><img src="images/APN_IJCV.png" width="220" alt="" /></div>
</div>
<div class="9u$ 8u$(large) 12u$(medium)">
<header>
<h4>Attribute Prototype Network for Any-Shot Learning</h4>
<p>International Journal of Computer Vision, IJCV, 2022</p>
</header>
<p><span style="text-decoration: underline;">Wenjia Xu</span>, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata,
[<a href='https://arxiv.org/abs/2204.01208'>PDF</a>, <a href='https://wenjiaxu.github.io/APN-ZSL/'>Project Page</a>, <a href='https://github.com/wenjiaXu/APN-ZSL'>Code</a>]. </p>
</div>
</div>
<hr />
<div class="row 200%">
<div class="3u 4u(large) 12u$(medium)">
<div class="image"><img src="images/VGSE.png" width="220" alt=""/></div>
</div>
<div class="9u$ 8u$(large) 12u$(medium)">
<header>
<h4>Visually-Grounded Semantic Embeddings for Zero-Shot Learning</h4>
<p>IEEE Conference on Computer Vision and Pattern Recognition, CVPR, 2022</p>
</header>
<p><span style="text-decoration: underline;">Wenjia Xu</span>, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata,
[<a href='https://arxiv.org/abs/2203.10444'>PDF</a>, <a href='https://wenjiaxu.github.io/VGSE-ZSL/'>Project Page</a>, <a href='https://github.com/wenjiaXu/VGSE'>Code</a>]. </p>
</div>
</div>
<hr />
<div class="row 200%">
<div class="3u 4u(large) 12u$(medium)">
<div class="image"><img src="images/TPAMI22.png" width="220" alt="" style="border:none;" /></div>
</div>
<div class="9u$ 8u$(large) 12u$(medium)">
<header>
<h4>On Distinctive Image Captioning via Comparing and Reweighting</h4>
<p>IEEE Transactions on Pattern Analysis and Machine Intelligence, TPAMI, 2022</p>
</header>
<p>Jiuniu Wang*, <span style="text-decoration: underline;">Wenjia Xu*</span>, Qingzhong Wang, Antoni B. Chan, (* = equal contribution)
[<a href='https://arxiv.org/abs/2204.03938'>PDF</a>]. </p>
</div>
</div>
<hr />
<div class="row 200%">
<div class="3u 4u(large) 12u$(medium)">
<div class="image"><img src="images/BMVC21.png" width="220" alt="" style="border:none;" /></div>
</div>
<div class="9u$ 8u$(large) 12u$(medium)">
<header>
<h4>Human Attention in Fine-Grained Classification</h4>
<p>British Machine Vision Conference, BMVC, 2021</p>
</header>
<p>Yao Rong, <span style="text-decoration: underline;">Wenjia Xu</span>, Zeynep Akata, Enkelejda Kasneci,
[<a href='https://arxiv.org/abs/2111.01628'>PDF</a>]. </p>
</div>
</div>
<hr />
<div class="row 200%">
<div class="3u 4u(large) 12u$(medium)">
<div class="image"><img src="images/ACMMM21.png" width="220" alt="" style="border:none;" /></div>
</div>
<div class="9u$ 8u$(large) 12u$(medium)">
<header>
<h4>Group-based distinctive image captioning with memory attention</h4>
<p>Proceedings of the 29th ACM International Conference on Multimedia, ACMMM, 2021</p>
</header>
<p>Jiuniu Wang, <span style="text-decoration: underline;">Wenjia Xu</span>, Qingzhong Wang, Antoni B. Chan,
[<a href='https://arxiv.org/abs/2108.09151'>PDF</a>]. </p>
</div>
</div>
<hr />
<div class="row 200%">
<div class="3u 4u(large) 12u$(medium)">
<div class="image"><img src="images/APN.png" width="220" alt="" style="border:none;" /></div>
</div>
<div class="9u$ 8u$(large) 12u$(medium)">
<header>
<h4>Attribute Prototype Network for Zero-Shot Learning</h4>
<p>Neural Information Processing Systems, NeurIPS, 2020</p>
</header>
<p><span style="text-decoration: underline;">Wenjia Xu</span>, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata,
[<a href='https://arxiv.org/pdf/2008.08290.pdf'>PDF</a>, <a href='https://wenjiaxu.github.io/APN-ZSL/'>Project Page</a>]. </p>
</div>
</div>
<hr />
<div class="row 200%">
<div class="3u 4u(large) 12u$(medium)">
<div class="image"><img src="images/ciderbtw.png" width="220" alt="" style="border:none;" /></div>
</div>
<div class="9u$ 8u$(large) 12u$(medium)">
<header>
<h4>Compare and Reweight: Distinctive Image Captioning Using Similar Images Sets</h4>
<p>European Conference on Computer Vision, ECCV, 2020 </p>
</header>
<p>Jiuniu Wang, <span style="text-decoration: underline;">Wenjia Xu</span>, Qingzhong Wang, Antoni B Chan,
<span style="font-weight: bold; color: #DC143C">Oral</span>, [<a href='https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123460358.pdf'>PDF</a>, <a href='https://wenjiaxu.github.io/ciderbtw/'>Project Page</a>]. </p>
</div>
</div>
<hr />
<div class="row 200%">
<div class="3u 4u(large) 12u$(medium)">
<div class="image"><img src="images/where.png" width="220" alt="" style="border:none;" /></div>
</div>
<div class="9u$ 8u$(large) 12u$(medium)">
<header>
<h4>Where is the Model Looking At --Concentrate and Explain the Network Attention</h4>
<p>IEEE Journal of Selected Topics in Signal Processing, JSTSP, 2020</p>
</header>
<p><span style="text-decoration: underline;">Wenjia Xu</span>, Jiuniu Wang, Yang Wang, Guangluan Xu, Daoyu Lin, Wei Dai, Yirong Wu, [<a href='https://ieeexplore.ieee.org/abstract/document/9067082'>Link</a>, <a href='https://arxiv.org/abs/2009.13862'>PDF</a>].</p>
</div>
</div>
<hr />
<div class="row 200%">
<div class="3u 4u(large) 12u$(medium)">
<div class="image"><img src="images/ARS.png" width="220" alt="" style="border:none;" /></div>
</div>
<div class="9u$ 8u$(large) 12u$(medium)">
<header>
<h4>ASTRAL: Adversarial Trained LSTM-CNN for Named Entity Recognition</h4>
<p>Knowledge-Based Systems, KBS, 2020</p>
</header>
<p>Jiuniu Wang, <span style="text-decoration: underline;">Wenjia Xu*</span>, Xingyu Fu, Guangluan Xu, Yirong Wu,
(* = corresponding author), [<a href='https://www.sciencedirect.com/science/article/abs/pii/S0950705120302136'>Link</a>, <a href="https://arxiv.org/abs/2009.01041">PDF</a>].</p>
</div>
</div>
<hr />
<div class="row 200%">
<div class="3u 4u(large) 12u$(medium)">
<div class="image"><img src="images/SRQA.png" width="220" alt="" style="border:none;" /></div>
</div>
<div class="9u$ 8u$(large) 12u$(medium)">
<header>
<h4>SRQA: Synthetic Reader for Factoid Question Answering</h4>
<p>Knowledge-Based Systems, KBS, 2020</p>
</header>
<p>Jiuniu Wang, <span style="text-decoration: underline;">Wenjia Xu*</span>, Xingyu Fu, Yang Wei, Li Jin, Ziyan Chen, Guangluan Xu, Yirong Wu, (* = corresponding author), [<a href='https://www.sciencedirect.com/science/article/abs/pii/S0950705119306471'>Link</a>, <a href="https://arxiv.org/abs/2009.01630">PDF</a>].</p>
</div>
</div>
<hr />
<div class="row 200%">
<div class="3u 4u(large) 12u$(medium)">
<div class="image"><img src="images/DMC.jpg" width="220" alt="" style="border:none;" /></div>
</div>
<div class="9u$ 8u$(large) 12u$(medium)">
<header>
<h4>Deep Memory Connected Neural Network for Optical Remote Sensing Image Restoration</h4>
<p>Remote Sensing</p>
</header>
<p><span style="text-decoration: underline;">Wenjia Xu</span>, Guangluan Xu, Yang Wang, Xian Sun, Daoyu Lin, Yirong Wu,
[<a href='https://www.mdpi.com/2072-4292/10/12/1893'>PDF</a>, <a href="https://github.com/wenjiaXu/Optical-RemoteSensing-Image-Resolution">code</a>].</p>
</div>
</div>
<hr />
<div class="row 200%">
<div class="3u 4u(large) 12u$(medium)">
<div class="image"><img src="images/SCRSR.png" width="220" alt="" style="border:none;" /></div>
</div>
<div class="9u$ 8u$(large) 12u$(medium)">
<header>
<h4>SCRSR: An efficient recursive convolutional neural network for fast and accurate image super-resolution</h4>
<p>Neurocomputing</p>
</header>
<p> Daoyu Lin, Guangluan Xu, <span style="text-decoration: underline;">Wenjia Xu</span>, Yang Wang, Xian Sun, Kun Fu
[<a href='https://www.sciencedirect.com/science/article/abs/pii/S0925231219314572'>Link&PDF</a>].</p>
</div>
</div>
<hr />
<div class="row 200%">
<div class="3u 4u(large) 12u$(medium)">
<div class="image"><img src="images/igarss2018.png" width="220" alt="" style="border:none;" /></div>
</div>
<div class="9u$ 8u$(large) 12u$(medium)">
<header>
<h4>High Quality Remote Sensing Image Super-Resolution Using Deep Memory Connected Network</h4>
<p>IEEE International Symposium on Geoscience and Remote Sensing, IGARSS, 2018</p>
</header>
<p><span style="text-decoration: underline;">Wenjia Xu</span>, Guangluan Xu, Yang Wang, Xian Sun, Daoyu Lin, Wu Yirong,
<span style="font-weight: bold; color: #DC143C">Oral</span> ,[<a href='https://arxiv.org/abs/2010.00472'>PDF</a>].</p>
</div>
</div>
<hr />
<p style="text-align:center;">For a full list, have a look at my <a href="https://scholar.google.com/citations?hl=zh-CN&user=mW2Jtu0AAAAJ">Google Scholar</a> page.</p>
</div>
</section>
<!-- Three -->
<section id="three" class="wrapper style1">
<div class="container 75%">
<h3 style="text-align: center">Services</h3>
<ul>
<li>Reviewer for IJCV since 2022.</li>
<li>Reviewer for TIP since 2022.</li>
<li>Reviewer for Knowledge-Based Systems, The Visual Computer since 2020.</li>
<li>Reviewer for Future Generation Computer Systems since 2021.</li>
<li>Reviewer for ICLR 2021, NeurIPS 2021, AAAI 2021, CVPR 2022, NeurIPS 2022, AAAI 2022, CVPR 2023.</li>
</ul>
</div>
</section>
<!-- Four -->
<section id="three" class="wrapper style3 special">
<div class="container 50%">
<h2>Curriculum vitae</h2>
<ul class="actions">
<li><a href="CV_Wenjia.pdf" class="button alt big">Download CV</a></li>
</ul>
</div>
</section>
<!-- Footer -->
<footer id="footer">
<div class="container">
<h2>Get in touch</h2>
<p><span style="font-weight: bold">xuwenjia [AT] bupt.edu.cn</span><br /> Beijing University of Posts and Telecommunications<br />Beijing, China</p>
<p></p>
<ul class="icons">
<li>
<a href="https://scholar.google.com/citations?hl=zh-CN&view_op=list_works&gmla=AJsN-F7yMm5OlAmC4AgsrvACdQGDAKL16e4QE2b4shc6AFrgJxLhUpqKlGIMRBjmqI4eeQfPQHuptdiyWKBSzuC5gHwerEQD3smq--LlKeOtMuNHlBWxVuY&user=mW2Jtu0AAAAJ" class="icon fa-graduation-cap"></a>
</li>
<li>
<a href="https://github.com/wenjiaXu" class="icon fa-github"></a>
</li>
<li>
<a href="https://twitter.com/wenjia43411575" class="icon fa-twitter"></a>
</li>
<li>
<a href="https://www.linkedin.com/in/%E6%96%87%E5%98%89-%E8%AE%B8-440867139/" class="icon fa-linkedin"></a>
</li>
</ul>
<ul class="copyright">
<li>© 2022 Wenjia Xu</li>
<!-- <li>Design: <a href="http://templated.co">TEMPLATED</a></li> -->
</ul>
</div>
</footer>
</body>
</html>