-
Notifications
You must be signed in to change notification settings - Fork 0
/
publications.html
240 lines (194 loc) · 9.61 KB
/
publications.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
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN"
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd">
<html xml:lang="en" xmlns="http://www.w3.org/1999/xhtml" lang="en">
<head>
<title>
Qiyao Wei
</title>
<link rel="stylesheet" type="text/css" href="https://fonts.googleapis.com/css2?family=Noto+Sans:ital,wght@0,400;0,700;1,400;1,700&family=Vollkorn&display=swap">
<link rel="stylesheet" href="main.css" type="text/css"/>
</head>
<body>
<div class="nav">
<div class="off"><a href="index.html">About</a></div>
<div class="on"><a href="publications.html">Publications</a></div>
<!-- <div class="off"> <a href="cv.pdf" target="_blank">CV</a></div> -->
<div class="off"><a href="teaching.html">Teaching</a></div>
<div class="off"><a href="personal.html">Personal</a></div>
</div>
<div id="empty"></div>
<div id="contentpane">
<div id="content">
<div>
<h4>Services</h4>
<p>ICML 2022 reviewer</p>
<p><a href="data/pub/vec.pdf">Presentation</a> at Vector Institute research symposium "RePU is All You Need"</p>
<p><a href="data/pub/Poster.png">DEQ Poster</a> presentation at ACML2021</p>
<p>Volunteer at CCF-ADL2021</p>
<h4>Significant Bits</h4>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<tr onmouseout="deq_stop()" onmouseover="deq_start()">
<td style="padding:20px;width:25%;vertical-align:middle">
<div class="one">
<div class="two" id='deq_image'>
<video width=100% height=100% muted autoplay loop>
<source src="data/pub/deq/evolution.mp4" type="video/mp4">
Your browser does not support the video tag.
</video>
</div>
<img src='data/pub/deq/final_features.png' width="160">
</div>
<script type="text/javascript">
function deq_start() {
document.getElementById('deq_image').style.opacity = "1";
}
function deq_stop() {
document.getElementById('deq_image').style.opacity = "0";
}
deq_stop()
</script>
</td>
<td style="padding:20px;width:75%;vertical-align:middle">
<a href="https://julialang.org/blog/2021/10/DEQ/">
<papertitle>Composability in Julia: Implementing Deep Equilibrium Models via Neural ODEs</papertitle>
</a>
<br>
<strong>Qiyao Wei</strong>,
<a href="https://frankschae.github.io/">Frank Schäfer</a>,
<a href="https://avik-pal.github.io/">Avik Pal</a>,
<a href="https://chrisrackauckas.com/">Chris Rackauckas</a>,
<br>
<em>Julialang</em>, 2021
<br>
<a href="https://julialang.org/blog/2021/10/DEQ/">Blog</a>
/
<a href="https://julialang.org/blog/2021/10/DEQ/">Code</a>
/
<a href="https://news.ycombinator.com/item?id=28945191">News</a>
<p></p>
<p>Taking advantage of composability in Julia, we reformulate DEQs using ideas from NeuralODE, leading
to a flexible implementation that could easily be extended.</p>
</td>
</tr>
<p>
"Can Few-Shot Learners Generalize to Unseen Compositions of Novel Primitives?" coming soon
Withdrawn from ICLR2022, under review at ICJAI 2022
</p>
<p>
One patent coming soon: PT2021CN043(KP211671)
</p>
</tbody></table>
<h4>Open-source Contributions</h4>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<tr onmouseout="zoo_stop()" onmouseover="zoo_start()">
<td style="padding:20px;width:25%;vertical-align:middle">
<div class="one">
<!-- <div class="two" id='sparse_image'>
<video width=100% height=100% muted autoplay loop>
<source src="data/pub/sparse.png" type="video/mp4">
Your browser does not support the video tag.
</video>
</div> -->
<img src='data/pub/zoo.png' width="100">
</div>
<script type="text/javascript">
function zoo_start() {
document.getElementById('zoo_image').style.opacity = "1";
}
function zoo_stop() {
document.getElementById('zoo_image').style.opacity = "0";
}
zoo_stop()
</script>
</td>
<td style="padding:20px;width:75%;vertical-align:middle">
<a href="https://github.com/Farama-Foundation/PettingZoo">
<papertitle>PettingZoo</papertitle>
</a>
</td>
</tr>
<tr onmouseout="diff_stop()" onmouseover="diff_start()">
<td style="padding:20px;width:25%;vertical-align:middle">
<div class="one">
<!-- <div class="two" id='diff_image'>
<video width=100% height=100% muted autoplay loop>
<source src="data/pub/diff.png" type="video/mp4">
Your browser does not support the video tag.
</video>
</div> -->
<img src='data/pub/diff.png' width="100">
</div>
<script type="text/javascript">
function diff_start() {
document.getElementById('diff_image').style.opacity = "1";
}
function diff_stop() {
document.getElementById('diff_image').style.opacity = "0";
}
diff_stop()
</script>
</td>
<td style="padding:20px;width:75%;vertical-align:middle">
<a href="https://github.com/SciML/DiffEqFlux.jl">
<papertitle>DiffEqFlux</papertitle>
</a>
</td>
</tr>
<tr onmouseout="sparse_stop()" onmouseover="sparse_start()">
<td style="padding:20px;width:25%;vertical-align:middle">
<div class="one">
<!-- <div class="two" id='sparse_image'>
<video width=100% height=100% muted autoplay loop>
<source src="data/pub/sparse.png" type="video/mp4">
Your browser does not support the video tag.
</video>
</div> -->
<img src='data/pub/sparse.png' width="100">
</div>
<script type="text/javascript">
function sparse_start() {
document.getElementById('sparse_image').style.opacity = "1";
}
function sparse_stop() {
document.getElementById('sparse_image').style.opacity = "0";
}
sparse_stop()
</script>
</td>
<td style="padding:20px;width:75%;vertical-align:middle">
<a href="https://github.com/JuliaDiff/SparseDiffTools.jl">
<papertitle>SparseDiffTools</papertitle>
</a>
</td>
</tr>
</tbody></table>
<h4>Less Significant Bits</h4>
<p>
<ul>
<li>I implemented <a href="https://github.com/QiyaoWei/Distributed-CMC">distributed training</a> in response to <a href="https://github.com/HobbitLong/CMC/issues/5">this github issue</a></li>
<li>I implemented a web-scraping pipeline in <a href="https://github.com/QiyaoWei/Scrapy---Python">Scrapy</a> and <a href="https://github.com/QiyaoWei/Scrapy-Redis---Python">Redis</a></li>
<li>I implemented gradient descent from scratch in numpy <a href="https://github.com/QiyaoWei/Introduction-to-Machine-Learning-ECE4212019S">here</a></li>
<li>I made snowflake animations following Brownian motion <a href="https://github.com/QiyaoWei/Animated-Snowflakes---C">here</a></li>
<!-- <li></li>
<li></li> -->
</ul>
</p>
<!-- <div class="paper">
<p class="title"><a href="" target="_blank"><b>This Is the Name of a Paper</b></a></i></p>
<p>with Coauthor One, Coauthor Two, and Coauthor Three.</p>
<p>In Alice Bob Charlie <b>(ABC 2020)</b>.</p>
</div>
<div class="paper">
<p class="title"><a href="" target="_blank"><b>Look I Have Another Paper</b></a></p>
<p>with Coauthor Four and Coauthor Five.</p>
<p>In Xylophone Yemen Zoo <b>(Zoo 2015)</b>.</p>
</div> -->
</div>
</div>
</div>
<div id="buffer"></div>
<div id="footer"> <div>Template by Kira Goldner©</div> </div>
<!-- If you really feel uncomfortable with giving me credit by name on your site, rather than deleting, please at lease uncomment and use the following logo credit. -->
<!--div id="footer"><div id="logo"> <a href="https://www.kiragoldner.com/" target="_blank"><img src="https://www.kiragoldner.com/favicon.png" width="12pt"/></a></div><div>© Template</div-->
</body>
</html>