PageSourceSearch

https://zunwang1.github.io/

html zunwang1.github.io collected 2026-10-03 10:15:23 UTC 32,535 bytes, 643 lines download raw bytes

1<!DOCTYPE HTML>
2<html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
3
4  <title>Zun Wang</title>
5  
6  <meta name="author" content="Jon Barron">
7  <meta name="viewport" content="width=device-width, initial-scale=1">
8  
9  <link rel="stylesheet" type="text/css" href="stylesheet.css">
10	<link rel="icon" href="data/unc_icon.png">
11	<style>
12		.news-scroll {
13			max-height: 190px;
14			overflow-y: scroll;
15			padding-right: 20px;
16		}
17		.news-scroll::-webkit-scrollbar {
18			width: 4px;
19		}
20		.news-scroll::-webkit-scrollbar-track {
21			background: #f1f1f1;
22		}
23		.news-scroll::-webkit-scrollbar-thumb {
24			background: #888;
25		}
26		.news-scroll::-webkit-scrollbar-thumb:hover {
27			background: #555;
28		}
29		@media (max-width: 520px) {
30			#more-papers td {
31				padding: 8px !important;
32			}
33			#more-papers td:first-child {
34				width: 34% !important;
35			}
36			#more-papers td:last-child {
37				width: 66% !important;
38			}
39			#more-papers img {
40				width: 120px !important;
41				height: auto !important;
42				max-width: 100%;
43			}
44		}
45	</style>
46	
46<script>
47		function toggleAllPapers() {
48			var more = document.getElementById('more-papers');
49			var link = document.getElementById('toggle-all-papers');
50			if (!more || !link) return;
51			var shouldShow = (more.style.display === 'none' || more.style.display === '');
52			if (shouldShow) {
53				more.style.display = 'block';
54				link.textContent = '[show selected]';
55			} else {
56				more.style.display = 'none';
57				link.textContent = '[show more]';
58			}
59		}
60	</script>
60
61</head>
62
63<body>
64  <table style="width:100%;max-width:800px;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
65    <tr style="padding:0px">
66      <td style="padding:0px">
67        <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
68          <tr style="padding:0px">
69            <td style="padding:2.5%;width:63%;vertical-align:middle">
70              <p style="text-align:center">
71                <name>Zun Wang</name>
72              </p>
73              <p>I'm a second-year CS Ph.D. student at UNC Chapel Hill, advised by <a href="https://www.cs.unc.edu/~mbansal/">Prof. Mohit Bansal</a>. I was a Master of Machine Learning and Computer Vision student at the Australian National University advised by <a href="http://users.cecs.anu.edu.au/~sgould/">Prof. Stephen Gould</a>.
74                 Before that, I got my bachelor degree in applied mathematics from the University of Science and Technology of China.
75              </p>
76              <p style="text-align:center">
77                <a href="mailto:[email protected]">Email</a> &nbsp/&nbsp
78                <a href="data/ZunWang_cv.pdf">CV</a> &nbsp/&nbsp
79                <a href="https://twitter.com/ZunWang919">twitter</a> &nbsp/&nbsp
80                <a href="https://scholar.google.com/citations?hl=en&user=G-jPT9MAAAAJ">Google Scholar</a> &nbsp/&nbsp
81                <!-- <a href="data/anu-transcript.pdf">Transcript</a> &nbsp/&nbsp -->
82                <a href="https://github.com/wz0919/">Github</a>
83              </p>
84            </td>
85            <td style="padding:2.5%;width:40%;max-width:40%">
86              <a href="images/zunwang.jpg"><img style="width:100%;max-width:100%" alt="profile photo" src="images/zunwang.jpg" class="hoverZoomLink"></a>
87            </td>
88          </tr>
89
90        </tbody></table>
91        <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
92            <tr>
93            <td style="padding:20px;width:100%;vertical-align:middle">
94              <heading>Research</heading>
95              <p>
96                <p style="margin-bottom: 5px;">My research goal is to build multimodal, generative, and embodied agents, with current interests in:</p>
97                <ul style="margin-top: 0; padding-left: 20px;">
98                    <li>Multimodal Understanding and Generation</li>
99                    <li>Controllable Visual World Modeling</li>
100                    <li>Multimodal Data Generation and Curation</li>
101                </ul>
102                
103              </p>
104            </td>
105          </tr>
106        </tbody></table>
107        <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
108
109          <tr>
110            <td style="padding:20px;width:100%;vertical-align:middle">
111              <heading>News</heading>
112              <div class="news-scroll">
113                <p>
114                  <ul>
115                    <li>(2026-09) &nbsp Three papers accepted to NeurIPS 2026!
116                    <li>(2026-06) &nbsp Four papers accepted to ECCV 2026!
117                    <li>(2026-05) &nbsp Summer Intern at <img src="images/adobe.svg" alt="Adobe" style="height:14px;vertical-align:-2px;margin:0 2px;"> Adobe Research!
118                    <li>(2026-04) &nbsp <a href="https://zunwang1.github.io/Epic">EPiC</a> is accepted to ICML 2026!
119                    <li>(2026-02) &nbsp New preprint <a href="https://zunwang1.github.io/AnchorWeave">AnchorWeave</a> on world-consistent video generation with spatial memories.
120                    <li>(2025-11) &nbsp <a href="https://zunwang1.github.io/DreamRunner">DreamRunner</a> is accepted to AAAI 2026! 🎉</li>
121                    <li>(2025-10) &nbsp New preprint <a href="https://arxiv.org/pdf/2509.24910">SID</a> for self-generating large-scale navigation demonstrations.
122                    <li>(2025-07) &nbsp One paper accepted to ICCV 2025.
123                    <li>(2025-05) &nbsp  Summer Intern at <img src="images/amazon.svg" alt="Amazon" style="height:14px;vertical-align:-2px;margin:0 2px;"> Amazon!
124                    <li>(2025-01) &nbsp  <a href="https://arxiv.org/pdf/2412.08467">Self-refining Data Flywheel</a> for high-quality VLN data generation is accepted to ICLR 2025! 🤖 surpasses human on R2R-VLN for the first time!
125                    <!-- <li>(2024-12) &nbsp  <a href="https://arxiv.org/pdf/2412.08467">New preprint</a> on high-quality VLN data generation. 🤖 surpasses human on R2R-VLN for the first time! -->
126                    <li>(2024-11) &nbsp  New preprint <a href="https://zunwang1.github.io/DreamRunner">DreamRunner✨</a> for storytelling video generation! My first PhD project at UNC MURGE-Lab🥳!
127                    <li>(2024-11) &nbsp  Our VLN survey paper is accepted to TMLR!
128                    <li>(2024-08) &nbsp  Started my Ph.D. in the <a href="https://murgelab.cs.unc.edu/">MURGe Lab</a> at UNC Chapel Hill. Hello UNC😆!
129                    <li>(2024-07) &nbsp  Two paper accepted to ECCV 2024! Congrats Gengze and InternVideo Team!
130                    <li>(2024-04) &nbsp  One paper accepted to TPAMI! Congrats Dong!
131                    <li>(2024-02) &nbsp  One paper accepted to CVPR 2024 as Highlight! Congrats Kunchang!
132                    <li>(2023-10) &nbsp  Attending ICCV2023 @ Paris in person😆! Great pleasure to learn from so many researchers/scholars🥹!
133                    <li>(2023-07) &nbsp  One paper accepted to ICCV 2023 as <strong><font color="#FF0000">Oral presentation</font></strong>!
134                    <li>(2023-07) &nbsp  I'm awarded a <a href="data/WANG, Zun.pdf">Postgraduate Medal for Academic Excellence</a> from ANU!Photos <a href="images/zun-medal-with-chancellor.JPG">here</a>! </li>
135                    <!-- <li>(2022-11) &nbsp  Invited talk at Insight Time of <a href="https://github.com/opendilab">OpenDILab</a> introducing Embodied Navigation! </li> -->
136                    <li>(2023-07) &nbsp  I graduated from Masters of Machine Learning and Computer Vision with Commendation from ANU.
137                    <li>(2022-11) &nbsp I'm awarded the <a href="data/CM1.pdf">Chancellor's Letter of Commendation</a> from ANU.</li>
138                    <li>(2022-09) &nbsp We won <strong>1st place</strong> of the <a href="https://yuankaiqi.github.io/REVERIE_Challenge/">REVERIE VLN Challenge</a> in CSIG 2022!</li>
139                    <li>(2022-06) &nbsp We won <strong>1st place</strong> of the <a href="https://ai.google.com/research/rxr/habitat">RxR-Habitat VLN Competition</a> in Embodied AI Workshop, CVPR 2022!</li>
140                    <li>(2022-03) &nbsp We have a paper accepted to CVPR 2022!</li>
141                  </ul>
142                </p>
143              </div>
144            </td>
145          </tr>
146        </tbody></table>
147        <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
148          <tr>
149          <td style="padding:20px;width:100%;vertical-align:middle">
150            <heading>
150Selected Papers</heading>
151            <p style="margin-top:5px;margin-bottom:5px;font-size:small;">
152              * denotes equal contribution, † denotes project lead
153            </p>
154          </td>
155
156        </tr>
157      </tbody></table>
158
159      <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
160        <td style="padding:20px;width:25%;vertical-align:middle">
161          <div>
162                <video src="https://zhangyuejoslin.github.io/images/anchorweaver_teaser.mp4" width="160" height="100" controls muted autoplay loop></video>
163          </div>
164        </td>
165        <td style="padding:20px;width:75%;vertical-align:middle">
166            <papertitle>AnchorWeave: World-Consistent Video Generation with Retrieved Local Spatial Memories</papertitle>
167            <br>
168            <strong>Zun Wang</strong>, <e>Han Lin, Jaehong Yoon, Jaemin Cho, Yue Zhang, Mohit Bansal</e>
169            <br>
170          <em>ECCV, 2026</em>
171          <br>
172          <a href="https://arxiv.org/abs/2602.14941">paper</a> /
173          <a href="https://github.com/wz0919/AnchorWeave">code</a> /
174          <a href="https://zunwang1.github.io/AnchorWeave">project page</a>
175        </td>
176      </tr>
177      <tr>
178      </tbody></table>
179
180      <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
181        <td style="padding:20px;width:25%;vertical-align:middle">
182          <div>
183                <!-- <img src='images/srdf.png' width="160" height="100"> -->
184                <video src="images/epic.mp4" width="160" height="100" controls muted autoplay loop></video>
185          </div>
186        </td>
187        <td style="padding:20px;width:75%;vertical-align:middle">
188            <papertitle>EPiC: Efficient Video Camera Control Learning with Precise Anchor-Video Guidance</papertitle>
189            <br>
190            <strong>Zun Wang</strong>, <e>Jaemin Cho, Jialu Li, Han Lin, Jaehong Yoon, Yue Zhang, Mohit Bansal</e>
191            <br>
192          <em>ICML 2026</em>
193          <br>
194          <a href="http://arxiv.org/abs/2505.21876">paper</a> /
195          <a href="https://github.com/wz0919/EPiC">code</a> /
196          <a href="https://zunwang1.github.io/Epic">project page</a>
197        </td>
198      </tr>
199      <tr>
200      </tbody></table>
201
202      <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
203        <td style="padding:20px;width:25%;vertical-align:middle">
204          <div>
205                <video src="images/phymotion.mp4" width="160" height="100" controls muted autoplay loop></video>
206          </div>
207        </td>
208        <td style="padding:20px;width:75%;vertical-align:middle">
209            <papertitle>PhyMotion: Structured 3D Motion Reward for Physics-Grounded Human Video Generation</papertitle>
210            <br>
211            Yidong Huang*, <strong>Zun Wang*</strong>, <e>Han Lin, Dong-Ki Kim, Shayegan Omidshafiei, Jaehong Yoon, Jaemin Cho, Yue Zhang, Mohit Bansal</e>
212            <br>
213          <em>NeurIPS, 2026</em>
214          <br>
215          <a href="https://arxiv.org/abs/2605.14269">paper</a> /
216          <a href="https://github.com/h6kplus/PhyMotion">code</a> /
217          <a href="https://phy-motion.github.io/">project page</a>
218        </td>
219      </tr>
220      <tr>
221      </tbody></table>
222
223      <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
224        <td style="padding:20px;width:25%;vertical-align:middle">
225          <div>
226                <img src='images/beyond-copy-paste.png' width="160" height="100">
227          </div>
228        </td>
229        <td style="padding:20px;width:75%;vertical-align:middle">
230            <papertitle>Beyond Copy-Paste: How Well Do Subject-Driven Video Models Understand Their Subjects?</papertitle>
231            <br>
232            <strong>Zun Wang</strong>, <e>Kenan Deng, Daniel Blackburn, Linlin Lu, Junbang Liang, Yu Lou, Mohit Bansal, Shan Yang</e>
233            <br>
234          <em>NeurIPS, 2026</em>
235          <br>
236          coming soon
237        </td>
238      </tr>
239      <tr>
240      </tbody></table>
241
242      <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
243        <td style="padding:20px;width:25%;vertical-align:middle">
244          <div>
245                <img src='images/dreamrunner2.png' width="160" height="100">
246          </div>
247        </td>
248        <td style="padding:20px;width:75%;vertical-align:middle">
249            <papertitle>DreamRunner: Fine-grained Storytelling Video Generation with Retrieval-augmented Motion Adaptation</papertitle>
250            <br>
251            <strong>Zun Wang</strong>, <e>Jialu Li, Han Lin, Jaehong Yoon, Mohit Bansal</e>
252            <br>
253          <em>AAAI, 2026</em>
254          <br>
255          <a href="https://arxiv.org/pdf/2411.16657">paper</a> /
256          <a href="https://github.com/wz0919/DreamRunner">code</a> /
257          <a href="https://zunwang1.github.io/DreamRunner">project page</a>
258        </td>
259      </tr>
260      <tr>
261      </tbody></table>
262
263      <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
264        <td style="padding:20px;width:25%;vertical-align:middle">
265          <div>
266                <img src='images/srdf.png' width="160" height="100">
267          </div>
268        </td>
269        <td style="padding:20px;width:75%;vertical-align:middle">
270            <papertitle>Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel</papertitle>
271            <br>
272            <strong>Zun Wang</strong>, <e>Jialu Li, Yicong Hong, Songze Li, Kunchang Li, Shoubin Yu, Yi Wang, Yu Qiao, Yali Wang, Mohit Bansal, Limin Wang</e>
273            <br>
274          <em>ICLR, 2025</em>
275          <br>
276          <a href="https://arxiv.org/pdf/2412.08467">paper</a> /
277          <a href="https://github.com/wz0919/VLN-SRDF">
277code</a>
278        </td>
279      </tr>
280      <tr>
281      </tbody></table>
282
283      <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
284        <td style="padding:20px;width:25%;vertical-align:middle">
285          <div>
286                <img src='images/sid.png' width="160" height="100">
287          </div>
288        </td>
289        <td style="padding:20px;width:75%;vertical-align:middle">
290            <papertitle>Learning Goal-Oriented Language-Guided Navigation with Self-Improving Demonstrations at Scale</papertitle>
291            <br>
292            Songze Li*, <strong>Zun Wang*†</strong>, <e>Gengze Zhou, Jialu Li, Xiangyu Zeng, Limin Wang, Yu Qiao, Qi Wu, Mohit Bansal, Yi Wang</e>
293            <br>
294          <em>ECCV, 2026</em>
295          <br>
296          <a href="https://arxiv.org/pdf/2509.24910">paper</a> /
297          <a href="https://github.com/OpenGVLab/SID-VLN">code</a>
298        </td>
299      </tr>
300      <tr>
301      </tbody></table>
302
303    <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
304      <tr>
305        <td style="padding:20px;width:25%;vertical-align:middle">
306          <div>
307            <img src='images/scalevln.jpg' width="160" height="100">
308          </div>
309        </td>
310        <td style="padding:20px;width:75%;vertical-align:middle">
311            <papertitle>Scaling Data Generation in Vision-and-Language Navigation</papertitle>
312          <br>
313          <strong>Zun Wang*</strong>, <e>Jialu Li*, Yicong Hong*†, Yi Wang, Qi Wu, Mohit Bansal, Stephen Gould, Hao Tan, Yu Qiao</e>
314          <br>
315          <em>ICCV</em>, 2023, <font color="#FF0000"><strong>Oral presentation (1.9%)</strong></font> </em>
316          <br>
317          <a href="https://arxiv.org/pdf/2307.15644">paper</a> /
318          <a href="https://github.com/wz0919/ScaleVLN">code</a> /
319          <a href="https://scalevln.github.io/">project page</a>
320        </td>
321      </tr>
322
323    </tr>
324  </tbody></table>
325
326    <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
327          <tr>
328            <td style="padding:20px;width:25%;vertical-align:middle">
329              <div>
330                <img src='images/traj_1.gif' width="160">
331              </div>
332            </td>
333            <td style="padding:20px;width:75%;vertical-align:middle">
334                <papertitle>Bridging the Gap Between Learning in Discrete and Continuous Environments for Vision-and-Language Navigation</papertitle>
335              <br>
336              Yicong Hong*, <strong>Zun Wang*</strong>, Qi Wu, Stephen Gould
337              <br>
338              <em>CVPR</em>, 2022 </em>
339              <br>
340              <a href="https://arxiv.org/abs/2203.02764">paper</a> /
341              <a href="https://github.com/YicongHong/Discrete-Continuous-VLN">code</a>
342            </td>
343          </tr>
344
345        </tr>
346        </tbody></table>
347
348      <p style="padding:0 20px 20px 20px;">
349        <a id="toggle-all-papers" href="javascript:void(0)" onclick="toggleAllPapers()" style="color: #1772d0; text-decoration: none; font-weight: bold;">[full list]</a>
350      </p>
351      
352      <div id="more-papers" style="display:none;">
353      <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
354      <td style="padding:20px;width:25%;vertical-align:middle">
355        <div>
356              <img src='images/survey.png' width="160" height="100">
357        </div>
358      </td>
359      <td style="padding:20px;width:75%;vertical-align:middle">
360          <papertitle>Vision-and-Language Navigation Today and Tomorrow: A Survey in the Era of Foundation Models</papertitle>
361        <br>
362        <a href="https://www.egr.msu.edu/~zhan1624/">Yue Zhang*</a>, <a href="https://mars-tin.github.io/">Ziqiao Ma*</a>, <a href="https://jialuli-luka.github.io/">Jialu Li<a>*, <a href="https://yanyuanqiao.github.io/">Yanyuan Qiao*</a>, <strong>Zun Wang*</strong> , <a href="https://web.eecs.umich.edu/~chaijy/">Joyce Chai</a>, <a href="http://qi-wu.me/">Qi Wu</a>, <a href="https://www.cs.unc.edu/~mbansal/">Mohit Bansal</a>, <a href="https://www.cse.msu.edu/~kordjams/">Parisa Kordjamshidi</a>
363        <br>
364        <em>TMLR, 2024</em>
365        <br>
366        <a href="https://arxiv.org/abs/2407.07035">paper</a> 
367      </td>
368    </tr>
369    <tr>
370    </tbody></table>
371
372    <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
373      <tr>
374        <td style="padding:20px;width:25%;vertical-align:middle">
375          <img src='images/sketchverify.gif' width="160" height="100" style="object-fit:contain;">
376        </td>
377        <td style="padding:20px;width:75%;vertical-align:middle">
378          <papertitle>Planning with Sketch-Guided Verification for Physics-Aware Video Generation</papertitle>
379          <br>
380          Yidong Huang, <strong>Zun Wang</strong>, Han Lin, Dong-Ki Kim, Shayegan Omidshafiei, Jaehong Yoon, Yue Zhang, Mohit Bansal
381          <br>
382          <em>Preprint, 2025</em>
383          <br>
384          <a href="https://arxiv.org/abs/2511.17450">paper</a> / <a href="https://github.com/h6kplus/SketchVerify">
384code</a> / <a href="https://sketchverify.github.io/">project page</a>
385        </td>
386      </tr>
387    </tbody></table>
388
389    <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
390      <tr>
391        <td style="padding:20px;width:25%;vertical-align:middle">
392          <img src='images/deer3d.png' width="160" height="100" style="object-fit:contain;">
393        </td>
394        <td style="padding:20px;width:75%;vertical-align:middle">
395          <papertitle>Error-Driven Scene Editing for 3D Grounding in Large Language Models</papertitle>
396          <br>
397          Yue Zhang, <strong>Zun Wang</strong>, Han Lin, Jialu Li, Jianing Yang, Yonatan Bitton, Idan Szpektor, Mohit Bansal
398          <br>
399          <em>ECCV, 2026</em>
400          <br>
401          <a href="https://arxiv.org/abs/2511.14086">paper</a> / <a href="https://github.com/zhangyuejoslin/Deer-3D">code</a>
402        </td>
403      </tr>
404    </tbody></table>
405
406    <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
407      <tr>
408        <td style="padding:20px;width:25%;vertical-align:middle">
409          <img src='images/spatialuncertain.png' width="160" height="100" style="object-fit:contain;">
410        </td>
411        <td style="padding:20px;width:75%;vertical-align:middle">
412          <papertitle>Seeing Isn't Knowing: Do VLMs Know When Not to Answer Spatial Questions (and Why)?</papertitle>
413          <br>
414          Yue Zhang, <strong>Zun Wang</strong>, Han Lin, Yonatan Bitton, Idan Szpektor, Mohit Bansal
415          <br>
416          <em>Preprint, 2026</em>
417          <br>
418          <a href="https://arxiv.org/abs/2605.30557">paper</a> / <a href="https://github.com/zhangyuejoslin/SpatialUncertain_code">code</a> / <a href="https://zhangyuejoslin.github.io/spatialuncertain/">project page</a>
419        </td>
420      </tr>
421    </tbody></table>
422
423    <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
424      <tr>
425        <td style="padding:20px;width:25%;vertical-align:middle">
426          <img src='images/vco.png' width="160" height="100" style="object-fit:contain;">
427        </td>
428        <td style="padding:20px;width:75%;vertical-align:middle">
429          <papertitle>V-Co: A Closer Look at Visual Representation Alignment via Co-Denoising</papertitle>
430          <br>
431          Han Lin, Xichen Pan, <strong>Zun Wang</strong>, Yue Zhang, Chu Wang, Jaemin Cho, Mohit Bansal
432          <br>
433          <em>ECCV, 2026</em>
434          <br>
435          <a href="https://arxiv.org/abs/2603.16792">paper</a> / <a href="https://github.com/HL-hanlin/V-Co">code</a>
436        </td>
437      </tr>
438    </tbody></table>
439
440    <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
441      <tr>
442        <td style="padding:20px;width:25%;vertical-align:middle">
443          <img src='images/avic.png' width="160" height="100" style="object-fit:contain;">
444        </td>
445        <td style="padding:20px;width:75%;vertical-align:middle">
446          <papertitle>When and How Much to Imagine: Adaptive Test-Time Scaling with World Models for Visual Spatial Reasoning</papertitle>
447          <br>
448          Shoubin Yu*, Yue Zhang*, <strong>Zun Wang</strong>, Jaehong Yoon, Huaxiu Yao, Mingyu Ding, Mohit Bansal
449          <br>
450          <em>NeurIPS, 2026</em>
451          <br>
452          <a href="https://arxiv.org/abs/2602.08236">paper</a> / <a href="https://github.com/Yui010206/Adaptive-Visual-Imagination-Control">code</a> / <a href="https://adaptive-visual-tts.github.io/">project page</a>
453        </td>
454      </tr>
455    </tbody></table>
456
457    <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
458      <tr>
459        <td style="padding:20px;width:25%;vertical-align:middle">
460          <img src='images/analogical.png' width="160" height="100" style="object-fit:contain;">
461        </td>
462        <td style="padding:20px;width:75%;vertical-align:middle">
463          <papertitle>Vision-and-Language Navigation with Analogical Textual Descriptions in LLMs</papertitle>
464          <br>
465          Yue Zhang, Tianyi Ma, <strong>Zun Wang</strong>, Yanyuan Qiao, Parisa Kordjamshidi
466          <br>
467          <em>EMNLP, 2025</em>
468          <br>
469          <a href="https://aclanthology.org/2025.emnlp-main.759/">paper</a>
469 / <a href="https://github.com/zhangyuejoslin/VLN-Analogical-Reasoning">code</a>
470        </td>
471      </tr>
472    </tbody></table>
473
474    <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
475      <tr>
476        <td style="padding:20px;width:25%;vertical-align:middle">
477          <img src='images/same.png' width="160" height="100">
478        </td>
479        <td style="padding:20px;width:75%;vertical-align:middle">
480          <papertitle>SAME: Learning Generic Language-Guided Visual Navigation with State-Adaptive Mixture of Experts</papertitle>
481          <br>
482          Gengze Zhou, Yicong Hong, <strong>Zun Wang</strong>, Chongyang Zhao, Mohit Bansal, Qi Wu
483          <br>
484          <em>ICCV, 2025</em>
485          <br>
486          <a href="https://arxiv.org/abs/2412.05552">paper</a> / <a href="https://github.com/GengzeZhou/SAME">code</a>
487        </td>
488      </tr>
489    </tbody></table>
490
491    <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
492      <td style="padding:20px;width:25%;vertical-align:middle">
493        <div>
494              <img src='images/mvbench.png' width="160" height="100">
495        </div>
496      </td>
497      <td style="padding:20px;width:75%;vertical-align:middle">
498          <papertitle>MVBench: A Comprehensive Multi-Modal Video Understanding Benchmark</papertitle>
499          <br>
500          Kunchang Li, Yali Wang, Yinan He, Yizhuo Li, Yi Wang, Yi Liu, <strong>Zun Wang</strong>, Jilan Xu, Guo Chen, Ping Luo, Limin Wang, Yu Qiao
501          <br>
502        <em>CVPR, 2024, </em> <font color="#FF0000"><strong>Highlight (3%)</strong></font> </em>
503        <br>
504        <a href="https://arxiv.org/abs/2311.17005">paper</a> / <a href="https://github.com/OpenGVLab/Ask-Anything">code</a>
505      </td>
506    </tr>
507    <tr>
508    </tbody></table>
509
510    <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
511      <td style="padding:20px;width:25%;vertical-align:middle">
512        <div>
513              <img src='images/internvideo2.png' width="160" height="100">
514        </div>
515      </td>
516      <td style="padding:20px;width:75%;vertical-align:middle">
517          <papertitle>InternVideo2: Scaling Video Foundation Models for Multimodal Video Understanding</papertitle>
518          <br>
519          Yi Wang*, Kunchang Li*, Xinhao Li*, Jiashuo Yu*, Yinan He*, Guo Chen, Baoqi Pei, Rongkun Zheng, Jilan Xu, <strong>Zun Wang</strong>, Yansong Shi, Tianxiang Jiang, Songze Li, Hongjie Zhang, Yifei Huang, Yu Qiao, Yali Wang, Limin Wang
520          <br>
521        <em>ECCV, 2024</em>
522        <br>
523        <a href="https://arxiv.org/abs/2403.15377">paper</a> / <a href="https://github.com/OpenGVLab/InternVideo">code</a>
524      </td>
525    </tr>
526    <tr>
527    </tbody></table>
528
529    <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
530      <td style="padding:20px;width:25%;vertical-align:middle">
531        <div>
532              <img src='images/navgpt2.png' width="160" height="100">
533        </div>
534      </td>
535      <td style="padding:20px;width:75%;vertical-align:middle">
536          <papertitle>NavGPT-2: Unleashing Navigational Reasoning Capability for Large Vision-Language Models</papertitle>
537          <br>
538          Gengze Zhou, Yicong Hong, <strong>Zun Wang</strong>, Xin Eric Wang, Qi Wu
539          <br>
540        <em>ECCV, 2024</em>
541        <br>
542        <a href="https://arxiv.org/abs/2407.12366">paper</a> / <a href="https://github.com/GengzeZhou/NavGPT-2">code</a>
543      </td>
544    </tr>
545    <tr>
546    </tbody></table>
547
548    <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
549      <td style="padding:20px;width:25%;vertical-align:middle">
550        <div>
551              <img src='images/etpnav.png' width="160" height="100">
552        </div>
553      </td>
554      <td style="padding:20px;width:75%;vertical-align:middle">
555          <papertitle>
555ETPNav: Evolving Topological Planning for Vision-Language Navigation in Continuous Environments<br>
556          </papertitle>
557          <br>
558          Dong An, Hanqing Wang, Wenguan Wang, <strong>Zun Wang</strong>, Yan Huang, Keji He, Liang Wang
559          <br>
560        <em>TPAMI, 2024</em>
561        <br>
562        <a href="https://arxiv.org/abs/2304.03047">paper</a> / <a href="https://github.com/MarSaKi/ETPNav">code</a>
563      </td>
564    </tr>
565    <tr>
566    </tbody></table>
567
568    <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
569          <tr>
570            <td style="padding:20px;width:25%;vertical-align:middle">
571              <div>
572                <img src='images/internvideo.png' width="160" height="100">
573              </div>
574            </td>
575            <td style="padding:20px;width:75%;vertical-align:middle">
576                <papertitle>InternVideo: General Video Foundation Models via Generative and Discriminative Learning                </papertitle>
577              <br>
578              Yi Wang*, Kunchang Li*, Yizhuo Li*, Yinan He*, Bingkun Huang*, Zhiyu Zhao*, Hongjie Zhang*, Jilan Xu, Yi Liu, <strong>Zun Wang</strong>, Sen Xing, Guo Chen, Junting Pan, Yali Wang, Limin Wang, Yu Qiao
579              <br>
580              <em>Technical Report </em>, 2022 </em>
581              <br>
582              <a href="https://arxiv.org/abs/2212.03191">paper</a> / <a href="https://github.com/OpenGVLab/InternVideo">code</a>
583            </td>
584          </tr>
585
586        </tr>
587      </tbody></table>
588
589        <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
590          <tr>
591            <td style="padding:20px;width:25%;vertical-align:middle">
592              <img src='images/internvideo-ego4d.png' width="160" height="100" style="object-fit:contain;">
593            </td>
594            <td style="padding:20px;width:75%;vertical-align:middle">
595              <papertitle>InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D Challenges</papertitle>
596              <br>
597              Guo Chen, Sen Xing, Zhe Chen, Yi Wang, Kunchang Li, Yizhuo Li, Yi Liu, Jiahao Wang, Yin-Dong Zheng, Bingkun Huang, Zhiyu Zhao, Junting Pan, Yifei Huang, <strong>Zun Wang</strong>, Jiashuo Yu, Yinan He, Hongjie Zhang, Tong Lu, Yali Wang, Limin Wang, Yu Qiao
598              <br>
599              <em>Technical Report, 2022</em>
600              <br>
601              <a href="https://arxiv.org/abs/2211.09529">paper</a> / <a href="https://github.com/OpenGVLab/EgoVideo/tree/main/eccv-2022">code</a>
602            </td>
603          </tr>
604        </tbody></table>
605
606        <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
607          <tr>
608            <td style="padding:20px;width:25%;vertical-align:middle">
609              <div>
610                <img src='images/rxr-habitat-winner.jpg' width="160">
611              </div>
612            </td>
613            <td style="padding:20px;width:75%;vertical-align:middle">
614                <papertitle>1st Place Solutions for RxR-Habitat Vision-and-Language Navigation Competition (CVPR 2022)</papertitle>
615              <br>
616              <e>Dong An*</e>, <strong>Zun Wang*</strong>, <e>Yangguang Li</e>, <e>Yi Wang</e>, <e>Yicong Hong</e>, <e>Yan Huang</e>, <e>Liang Wang</e>, <a href="https://amandajshao.github.io/">Jing Shao</a>
617              <br>
618              <em>Technical Report </em>, 2022 </em>
619              <br>
620              <a href="https://arxiv.org/pdf/2206.11610.pdf">paper</a> 
621            </td>
622          </tr>
623        </tr>
624    </tbody></table>
625      </div>
626
627</html>
628
629
630<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
631<tr>
632<td style="padding:0px">
633<br>
634<p style="text-align:right;font-size:small;">
635  <a href= "https://jonbarron.info/">Source pages from here.</a>
636</p>
637</td>
638</tr>
639</tbody></table>
640</td>
641</tr>
642</table>
643</body>

Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.