-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathindex.html
More file actions
400 lines (355 loc) · 15 KB
/
index.html
File metadata and controls
400 lines (355 loc) · 15 KB
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
388
389
390
391
392
393
394
395
396
397
398
399
400
<!DOCTYPE html>
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8">
<link href="https://fonts.googleapis.com/css?family=Noto+Sans+TC|Open+Sans&display=swap" rel="stylesheet">
<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.3.1/css/bootstrap.min.css"
integrity="sha384-ggOyR0iXCbMQv3Xipma34MD+dH/1fQ784/j6cY/iJTQUOhcWr7x9JvoRxT2MZw1T" crossorigin="anonymous">
<script src="https://code.jquery.com/jquery-3.3.1.slim.min.js"
integrity="sha384-q8i/X+965DzO0rT7abK41JStQIAqVgRVzpbzo5smXKp4YfRvH+8abtTE1Pi6jizo"
crossorigin="anonymous"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/popper.js/1.14.7/umd/popper.min.js"
integrity="sha384-UO2eT0CpHqdSJQ6hJty5KVphtPhzWj9WO1clHTMGa3JDZwrnQq4sF86dIHNDz0W1"
crossorigin="anonymous"></script>
<script src="https://stackpath.bootstrapcdn.com/bootstrap/4.3.1/js/bootstrap.min.js"
integrity="sha384-JjSmVgyd0p3pXB1rRibZUAYoIIy6OrQ6VrjIEaFf/nJGzIxFDsf4x0xIM+B07jRM"
crossorigin="anonymous"></script>
<script src="https://kit.fontawesome.com/68f8681dba.js" crossorigin="anonymous"></script>
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<link rel="stylesheet" href="css/style.css">
<title>Bo-Han Kung 龔柏翰</title>
<meta name="description" content="Bo-Han Kung, 龔柏翰, NTU, 台大, 臺大">
<meta name="keywords" content="Bo-Han Kung, 龔柏翰, 台大, 臺大, NTU, ntu">
<!-- <link rel="stylesheet" href="./styles.css"> -->
</head>
<body>
<header>
<div class='container'>
<nav class="navbar navbar-expand-lg navbar-light">
<!-- <a class="navbar-brand" href="index.html"><img src='pictures/logo.jpg' width='155'></a> -->
<button class="navbar-toggler" type="button" data-toggle="collapse"
data-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false"
aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarSupportedContent">
<ul class="navbar-nav mr-auto">
<li class="nav-item">
<a class="nav-link" href="#about">About</a>
</li>
<li class="nav-item">
<a class="nav-link" href="#education">Education</a>
</li>
<li class="nav-item">
<a class="nav-link" href="#publication">Publications</a>
</li>
<li class="nav-item">
<a class="nav-link" href="#experience">Experience</a>
</li>
</ul>
</div>
</nav>
</div>
</header>
<a id="about"></a>
<section id='intro'>
<!-- <div class='container'><center><h1>Bo-Han Kung</h1><h3>龔柏翰</h3></center></div> -->
<div class="container">
<div class='row'>
<div class='col-md-12 offset-md-0 text-center'>
<div class='row'>
<div class='col-md-3 text-center'>
<img src='./pictures/kung.jpg'>
<a href="mailto:d10922019@csie.ntu.edu.tw">
<i class="fas fa-envelope fa-fw"></i>
<span class="__cf_email__"
data-cfemail="600b01080e07200701140503084e050415">d10922019@csie.ntu.edu.tw</span>
<i class="fas fa-graduation-cap fa-fw"></i>
<a href="https://scholar.google.com.tw/citations?user=RggZ0BIAAAAJ&hl=zh-TW">
Google Scholar
</a>
</div>
<div class='col-md-8 text-left'>
<p>
<h1><a href="index.html">Bo-Han Kung</a></h1>
<h3>龔柏翰</h3>
</p>
<p>
I am a Ph.D. candidate in the Department of Computer Science and Information Engineering
at National Taiwan University, currently conducting research in the <a
href="https://ntuaislab.github.io"> Artificial Intelligence Security Lab (AIS
Lab)</a>
under Prof. <a href="https://www.csie.ntu.edu.tw/~stchen/"> Shang-Tse Chen</a>.
</p>
<p>
Before joining AIS Lab, I worked full-time as a Research Assistant at AiiuLab,
Academia Sinica, under Prof. Jun-Cheng Chen, where I focused on improving the robustness
of computer vision systems.
</p>
<p>
My research interests have since expanded to encompass both theoretical and applied
security aspects of machine learning.
</p>
</div>
</div>
</div>
</div>
<div>
</div>
<p> </p>
</section>
<br>
<a id="education"></a>
<section id='education'>
<div class="container">
<font color="FF0080">
<h3>Education</h3>
</font>
<div class='row'>
<div class='col-md-12 offset-md-0 text-center'>
<div class='row'>
<div class='col-md-2 text-right'>2021 - present</div>
<div class='col-md-10 text-left'>
<strong>Ph.D. student in Computer Science and Information Engineering<br></strong>
<em>National Taiwan University (NTU), Taipei, Taiwan</em>
</div>
</div>
<br>
<div class='row'>
<div class='col-md-2 text-right'>2018 - 2020</div>
<div class='col-md-10 text-left'>
<strong>M.S. in Biomedical Electronics and Bioinformatics<br></strong>
<em>National Taiwan University (NTU), Taipei, Taiwan</em>
</div>
</div>
<br>
<div class='row'>
<div class='col-md-2 text-right'>2014 - 2018</div>
<div class='col-md-10 text-left'>
<strong>B.S. in Mechanical Engineering<br></strong>
<em>National Taiwan University (NTU), Taipei, Taiwan</em>
</div>
</div>
</div>
</div>
</div>
</section>
<p> </p>
<!-- <a id="education"></a> -->
<section id='publication'>
<div class="container">
<font color="FF0080">
<h3>Publications</h3>
</font>
<div class='row'>
<div class='col-md-12 offset-md-0 text-center'>
<div class='row'>
<div class='col-md-2 text-right'>ICML 2025</div>
<div class='col-md-10 text-left'>
<p><strong><a href="https://ojs.aaai.org/index.php/AAAI/article/view/30123">
Enhancing Certified Robustness via Block Reflector Orthogonal Layers and Logit
Annealing Loss</a></strong><br />
Bo-Han Lai*, Pin-Han Huang*, <u>Bo-Han Kung*</u> and Shang-Tse Chen<br />
<em>International Conference on Machine Learning (ICML) <span
style="color: red;">(spotlight)</span></em><br />
</div>
<div class='col-md-2 text-right'>AAAI 2024</div>
<div class='col-md-10 text-left'>
<p><strong><a href="https://ojs.aaai.org/index.php/AAAI/article/view/30123">
Towards Large Certified Radius in Randomized Smoothing Using Quasiconcave
Optimization</a></strong><br />
<u>Bo-Han Kung</u> and Shang-Tse Chen<br />
<em>Proceedings of the AAAI Conference on Artificial Intelligence, 2024, pp.
21285-21293</em><br />
</div>
<div class='col-md-2 text-right'>ICASSP 2022</div>
<div class='col-md-10 text-left'>
<p><strong><a href="https://ieeexplore.ieee.org/abstract/document/9747841/">
Clipcam: A simple baseline for zero-shot text-guided object and action
localization</a></strong><br />
Hsuan-An Hsia, Che-Hsien Lin, <u>Bo-Han Kung</u>, Jhao-Ting Chen, Daniel Stanley Tan,
Jun-Cheng Chen, Kai-Lung Hua<br />
<em>ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal
Processing (ICASSP), pp. 4453-4457</em><br />
</div>
<div class='col-md-2 text-right'>ICCV 2021</div>
<div class='col-md-10 text-left'>
<p><strong><a
href="https://openaccess.thecvf.com/content/ICCV2021/html/Hu_Naturalistic_Physical_Adversarial_Patch_for_Object_Detectors_ICCV_2021_paper.html">
Naturalistic Physical Adversarial Patch for Object Detectors</a></strong><br>
Yu-Chih-Tuan Hu, <u>Bo-Han Kung</u>, Daniel Stanley Tan, Jun-Cheng Chen, Kai-Lung Hua,
and Wen-Huang Cheng<br>
<em>Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV),
2021, pp. 7848-7857</em><br>
<span class="paper-misc">
<a href="https://github.com/aiiu-lab/Naturalistic-Adversarial-Patch">Github</a>
</span>
</p>
</div>
<div class='col-md-2 text-right'>CVPR 2021</div>
<div class='col-md-10 text-left'>
<p><strong><a
href="https://openaccess.thecvf.com/content/CVPR2021/html/Chen_Class-Aware_Robust_Adversarial_Training_for_Object_Detection_CVPR_2021_paper.html?ref=https://githubhelp.com">
Class-Aware Robust Adversarial Training for Object Detection</a></strong><br />
Pin-Chun Chen, <u>Bo-Han Kung</u>, and Jun-Cheng Chen<br />
<em>Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
(CVPR), 2021, pp. 10420-10429</em><br />
</div>
<div class='col-md-2 text-right'>ICIP 2021</div>
<div class='col-md-10 text-left'>
<p><strong><a href="https://ieeexplore.ieee.org/abstract/document/9506545">
Squeeze and Reconstruct: Improved Practical Adversarial Defense using Paired
Image Compression and Reconstruction</a></strong><br />
<u>Bo-Han Kung</u>, Pin-Chun Chen, Yu-Cheng Liu, and Jun-Cheng Chen<br />
<em>2021 IEEE International Conference on Image Processing (ICIP), 2021, pp.
849-853</em><br />
</div>
<div class='col-md-2 text-right'>JBHI 2020</div>
<div class='col-md-10 text-left'>
<p><strong><a href="https://ieeexplore.ieee.org/abstract/document/9246692">
An Efficient ECG Classification System Using Resource-Saving Architecture and
Random Forest</a></strong><br />
<u>Bo-Han Kung</u>, Po-Yuan Hu, Chiu-Chang Huang, Cheng-Che Lee, Chia-Yu Yao, and
Chieh-Hsiung Kuan<br />
<em>IEEE Journal of Biomedical and Health Informatics, vol. 25, no. 6, pp. 1904-1914,
June 2021</em><br />
</div>
<div class='col-md-2 text-right'>CLEO 2020</div>
<div class='col-md-10 text-left'>
<p><strong><a href="https://ieeexplore.ieee.org/abstract/document/9193764">
Baseline Correction and Denoising of Raman Spectra by Deep Residual
CNN</a></strong><br />
<u>Bo-Han Kung</u>, Chiu-Chang Huang, Po-Yuan Hu, Shao-yu Lo, Cheng-Che Lee, Chia-Yu
Yao, and Chieh-Hsiung Kuan<br />
<em>2020 Conference on Lasers and Electro-Optics (CLEO), 2020</em><br />
</div>
<!-- <div class='row'>
<div class='col-md-2 text-right'>2021 - present</div>
<div class='col-md-10 text-left'>
</div>
<br> -->
</div>
</div>
</div>
</section>
<p> </p>
<!-- <a id="publication"></a> -->
<section id='experience'>
<div class="container">
<font color="FF0080">
<h3>Experience</h3>
</font>
<div class='row'>
<div class='col-md-12 offset-md-0 text-center'>
<div class='row'>
<div class='col-md-2 text-right'>2022.02 - 2025.06</div>
<div class='col-md-10 text-left'>
<p>Teaching Assistant, <br>Department of Computer Science and Information Engineering,
National Taiwan University.
<br>Course: Introduction to Medical Informatics
</p>
</div>
<!-- <br /> -->
<!-- <div class='col-md-12 offset-md-0 text-center'> -->
<!-- <div class='row'> -->
<div class='col-md-2 text-right'>2021.09 - 2022.01</div>
<div class='col-md-10 text-left'>
<p>Teaching Assistant, <br>Department of Computer Science and Information Engineering,
National Taiwan University.
<br>Course: Digital Signal Processing
</p>
</div>
<br>
<!-- <div class='col-md-12 offset-md-0 text-center'> -->
<!-- <div class='row'> -->
<div class='col-md-2 text-right'>2020.07 - 2021.08</div>
<div class='col-md-10 text-left'>
<p><strong>Research Assistant (Full-time, 13 months)</strong>, <br>Research Center for
Information Technology Innovation, Academia Sinica.
<br> Advised by Prof. Jun-Cheng Chen. <br>Research: Computer Vision, Neural Networks
Robustness.
</p>
</div>
<br>
<!-- <div class='col-md-12 offset-md-0 text-center'> -->
<!-- <div class='row'> -->
<div class='col-md-2 text-right'>2020.02 - 2020.06</div>
<div class='col-md-10 text-left'>
<p>Teaching Assistant, <br>Department of Electrical Engineering, National Taiwan University.
<br>Course: Probability and Statistics
</p>
</div>
<br>
<!-- <div class='col-md-12 offset-md-0 text-center'> -->
<!-- <div class='row'> -->
<div class='col-md-2 text-right'>2019.09 - 2020.01</div>
<div class='col-md-10 text-left'>
<p>Teaching Assistant, <br>Department of Electrical Engineering, National Taiwan University.
<br>Course: Differential Equation
</p>
</div>
<br>
<!-- <div class='col-md-12 offset-md-0 text-center'> -->
<!-- <div class='row'> -->
<div class='col-md-2 text-right'>2019.02 - 2019.06</div>
<div class='col-md-10 text-left'>
<p>Teaching Assistant, <br>Department of Electrical Engineering, National Taiwan University.
<br>Course: Electronic Circuits
</p>
</div>
<br>
<!-- <div class='col-md-12 offset-md-0 text-center'> -->
<!-- <div class='row'> -->
<div class='col-md-2 text-right'>2018.09 - 2019.01</div>
<div class='col-md-10 text-left'>
<p>Teaching Assistant, <br>Department of Electrical Engineering, National Taiwan University.
<br>Course: Differential Equation
</p>
</div>
</div>
</div>
</div>
</div>
</section>
<footer>
<div class="container">
<div class='row'>
<div class='col-md-3 text-left'>
<h4>Links:</h4>
<ul>
<li><a href='https://scholar.google.com.tw/citations?user=RggZ0BIAAAAJ&hl=zh-TW'>Google
Scholar</a></li>
<li><a href='https://github.com/Kungbohan?tab=repositories'>GitHub</a></li>
<!-- linkedin.com/in/bo-han-kung-45b0121b8 -->
<li><a
href='https://www.linkedin.com/in/bo-han-kung-45b0121b8?lipi=urn%3Ali%3Apage%3Ad_flagship3_profile_view_base_contact_details%3B%2BNkKrsPgQ5G1o9f5tfCKFg%3D%3D'>LinkedIn</a>
</li>
</ul>
</div>
<div class='col-md-5 text-left'>
<h4>Contact:</h4>
<p>E-Mail: <a href='d10922019@csie.ntu.edu.tw'>d10922019@csie.ntu.edu.tw</a></p>
<p>Facebook: <a href='https://www.facebook.com/gong.b.han/'>龔柏翰</a></p>
<p>Address： <a>Room 405, CSIE building, No. 1, Sec. 4, Roosevelt Rd., Taipei 10617, Taiwan</a></p>
</div>
<div class='col-md-4 text-left'>
<h4>Reference:</h4>
<p>PhD advisor: Professor <a href='https://www.csie.ntu.edu.tw/~stchen/index.html'>Shang-Tse
Chen</a></p>
<p>RA advisor: Professor <a
href='https://www.citi.sinica.edu.tw/pages/pullpull/contact_en.html'>Jun-Cheng Chen</a></p>
<p>MS advisor: Professor <a href='https://homepage.ntust.edu.tw/chyao/'>Chia-Yu Yao</a></p>
<p>MS advisor: Professor <a
href='https://www.ee.ntu.edu.tw/profile1.php?teacher_id=901115'>Chieh-Hsiung Kuan</a></p>
</div>
</div>
</div>
</footer>
<script src='js/script.js'></script>
</body>
</div>
</div>
</footer>
<script src='js/script.js'></script>
</body>
</html>