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https://yxxxb.github.io/

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1<!DOCTYPE HTML>
2<html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
3
4  <title>Xubing Ye</title>
5  
6  <meta name="author" content="Xubing Ye">
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" type="image/png" href="images/icon.png">
11</head>
12
13<body>
14  <table style="width:100%;max-width:850px;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;margin-top:20px"><tbody>
15    <tr style="padding:0px">
16      <td style="padding:0px">
17        <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
18          <tr style="padding:0px">
19            <td style="padding:2.5%;width:63%;vertical-align:middle">
20              <p style="text-align:center">
21                <name>Xubing Ye (叶栩冰)</name>
22              </p>
23              <p>Hi! I'm Xubing Ye. I'm currently an algorithm engineer at ByteDance Seed. Before that, I obtained my master's degree from <a href="https://www.sigs.tsinghua.edu.cn/">SIGS</a> at <a href="https://www.tsinghua.edu.cn/">Tsinghua University</a> in 2026, supervised by Prof.
24                <a href="https://andytang15.github.io/">Yansong Tang</a>. I obtained my bachelor's degree from <a href="https://www.tongji.edu.cn/">Tongji University</a> in 2023.</p>
25                <!-- I collaborated with Dr. <a href="https://scholar.google.com/citations?hl=zh-CN&user=8rltp9AAAAAJ">Yukang Gan</a>, Dr. <a href="https://geyixiao.com/">Yixiao Ge</a>, Dr. <a href="https://scholar.google.com/citations?user=4oXBp9UAAAAJ&hl=zh-CN&oi=ao">Ying Shan</a> and Dr. <a href="https://scholar.google.com/citations?hl=zh-CN&user=mBZewKcAAAAJ">Zhao Yang</a>. -->
26	      <p>My current research focuses on data-centric engineering for agentic LLMs and MLLMs.</p>
27
28        <p style="text-align:center">
29          <a href="mailto:[email protected]">Email: [email protected]</a> &nbsp/&nbsp
30          <a href="https://github.com/Yxxxb"> Github </a> &nbsp/&nbsp
31          <a href="https://scholar.google.com/citations?user=EERPDDEAAAAJ&hl"> Scholar </a>
32        </p>
33            </td>
34            <td style="padding:2.5%;width:30%;max-width:30%">
35	      <img style="width:80%;max-width:80%" alt="profile photo" src="images/xubing.jpg">
36            </td>
37          </tr>
38        </tbody></table>
39        <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;margin-bottom:-22px;"><tbody>
40            <tr>
41            <td style="padding:20px;width:100%;vertical-align:middle">
42              <heading>Recent Works</heading>
43			  <p>* Indicates Equal Contribution</p>
44            </td>
45          </tr>
46        </tbody></table>
47        <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;margin-bottom:26px;"><tbody>	
48
49
50
51          <tr>
52            <td style="padding:20px;width:30%;max-width:30%" align="center">
53              <img style="width:100%;max-width:100%" src="images/seedrealtime.png" alt="SeedRealtime">
54            </td>
55            <td width="75%" valign="center">
56              <papertitle>SeedRealtime: An Audio-Visual Full-Duplex LLM</papertitle>
57              <br>
58              <span class="paper-authors">ByteDance Seed Team</span>
59              <br>
60              <em>Tech Blog</em>, 2026
61              <br>
62              <a href="https://seed.bytedance.com/en/SeedRealtime">[Tech Blog]</a>
63              <br>
64              <p>A native audio-visual full-duplex LLM enabling real-time interactions that can watch, listen, and speak.</p>
65            </td>
66          </tr>
67
68          <tr>
69            <td style="padding:20px;width:30%;max-width:30%" align="center">
70              <img style="width:100%;max-width:100%" src="images/miro.png" alt="MiroThinker benchmark comparison">
71            </td>
72            <td width="75%" valign="center">
73              <papertitle>MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling</papertitle>
74              <br>
75              <span class="paper-authors">MiroMind Team</span>
76              <br>
77              <em>Tech Report</em>, 2026
78              <br>
79              <a href="https://arxiv.org/abs/2511.11793">[arXiv]</a>
80              <a href="https://github.com/MiroMindAI/MiroThinker" data-github-stars="MiroMindAI/MiroThinker">[Code]</a>
81              <a href="https://huggingface.co/models?search=miromind-ai%2FMiroThinker" data-hf-author="miromind-ai" data-hf-search="MiroThinker">[HF]</a>
82              <br>
83              <p>An open-source deep research agent advancing model, context, and interactive scaling.</p>
84            </td>
85          </tr>
86
87          <tr>
88            <td style="padding:20px;width:30%;max-width:30%" align="center">
89              <img style="width:100%;max-width:100%" src="images/voco.png" alt="dise">
90            </td>
91            <td width="75%" valign="center">
92              <papertitle>VoCo-LLaMA: Towards Vision Compression with Large Language Models</papertitle>
93              <br>
94              <span class="paper-authors">
95                <strong>Xubing Ye</strong>,
96                <a href="https://scholar.google.com/citations?hl=zh-CN&user=8rltp9AAAAAJ">Yukang Gan</a>,
97                <a href="https://xk-huang.github.io/">Xiaoke Huang</a>,
98                <a href="https://geyixiao.com/">Yixiao Ge</a>,
99                <a href="https://andytang15.github.io/">Yansong Tang</a>
100              </span>
101              <br>
102              <em>IEEE/CVF Conference on Computer Vision and Pattern Recognition (<strong>CVPR</strong>)</em>, 2025
103              <br>
104              <a href="https://arxiv.org/abs/2406.12275v2">[arXiv]</a>
105              <a href="https://github.com/Yxxxb/VoCo-LLaMA" data-github-stars="Yxxxb/VoCo-LLaMA">[Code]</a>
106              <br>
107              <p>Compresses hundreds of video tokens into one via attention distillation for efficient long-video understanding.</p>
108            </td>
109          </tr>	
110
111          <tr>
112            <td style="padding:20px;width:30%;max-width:30%" align="center">
113              <img style="width:100%;max-width:100%" src="images/atp.png" alt="dise">
114            </td>
115            <td width="75%" valign="center">
116              <papertitle>ATP-LLaVA: Adaptive Token Pruning for Large Vision Language Models</papertitle>
117              <br>
118              <span class="paper-authors">
119                <strong>Xubing Ye</strong>,
120                <a href="https://scholar.google.com/citations?hl=zh-CN&user=8rltp9AAAAAJ">Yukang Gan</a>,
121                <a href="https://geyixiao.com/">Yixiao Ge</a>,
122                <a href="https://sites.google.com/view/xiaopingzhang/">Xiao-ping Zhang</a>,
123                <a href="https://andytang15.github.io/">Yansong Tang</a>
124              </span>
125              <br>
126              <em>IEEE/CVF Conference on Computer Vision and Pattern Recognition (<strong>CVPR</strong>)</em>, 2025
127              <br>
128              <a href="https://arxiv.org/abs/2412.00447">[arXiv]</a>
129              <br>
130              <p>Adaptively prunes visual tokens inside LLM decoder layers with minimal performance loss.</p>
131            </td>
132          </tr>	
133
134          <!-- <tr>
135            <td style="padding:20px;width:30%;max-width:30%" align="center">
136              <img style="width:100%;max-width:100%" src="images/points-reader.png" alt="POINTS-Reader training pipeline">
137            </td>
138            <td width="75%" valign="center">
139              <papertitle>POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion</papertitle>
140              <br>
141              <span class="paper-authors">WeLM Team</span>
142              <br>
143              <em>Conference on Empirical Methods in Natural Language Processing (<strong>EMNLP</strong>)</em>, 2025
144              <br>
145              <a href="https://arxiv.org/abs/2509.01215">[arXiv]</a>
146              <a href="https://github.com/Tencent/POINTS-Reader" data-github-stars="Tencent/POINTS-Reader">[Code]</a>
147              <a href="https://huggingface.co/tencent/POINTS-Reader" data-hf-model="tencent/POINTS-Reader">[HF]</a>
148              <br>
149              <p>A distillation-free document conversion model for extracting text, tables, and formulas.<
149/p>
150            </td>
151          </tr> -->
152
153          <tr>
154            <td style="padding:20px;width:30%;max-width:30%" align="center">
155              <img style="width:100%;max-width:100%" src='images/lavt-pami.png' alt="dise">
156            </td>
157            <td width="75%" valign="center">
158              <papertitle>Language-Aware Vision Transformer for Referring Segmentation</papertitle>
159              <br>
160              <span class="paper-authors">
161                <strong>Xubing Ye</strong>*,
162                <a href="https://scholar.google.com/citations?hl=zh-CN&user=mBZewKcAAAAJ">Zhao Yang</a>*,
163                <a href="https://myownskyw7.github.io/">Jiaqi Wang</a>*,
164                <a href="https://andytang15.github.io/">Yansong Tang</a>,
165                <a href="https://chenkai.site/">Kai Chen</a>,
166                <a href="https://hszhao.github.io/">Hengshuang Zhao</a>,
167                <a href="https://www.robots.ox.ac.uk/~phst/">Philip H.S. Torr</a>
168              </span>
169              <br>
170              <em>IEEE Transactions on Pattern Analysis and Machine Intelligence (<font color="red"><strong>TPAMI</strong></font>, IF=20.8)</em>, 2024
171              <br>
172              <em>IEEE/CVF Conference on Computer Vision and Pattern Recognition (<strong>CVPR</strong>)</em>, 2022
173	      <br>
174              <a href="https://doi.org/10.1109/TPAMI.2024.3468640">[IEEE]</a>
175              <a href="https://arxiv.org/abs/2112.02244">[Conference Version]</a>
176              <a href="https://github.com/yz93/LAVT-RIS" data-github-stars="yz93/LAVT-RIS">[Code]</a>
177              <br>
178              <p>A universal referring image and video segmentation framework with language-aware visual encoding.</p>
179            </td>
180          </tr>		
181
182		
183        </tbody></table>
184
185	      
186	      
187	<table class="section-heading"><tbody>
188    <tr>
189      <td>
190        <heading>Selected Honors and Awards</heading>
191      </td>
192    </tr>
193  </tbody></table>
194
195  <table class="resume-list"><tbody>
196    <tr class="resume-item">
197      <td>
198        <div class="resume-header">
199          <span><strong>Nanhu Elite Scholarship</strong> · Tsinghua University · 清华大学综合优秀奖学金(校级一等)</span>
200          <span class="resume-date">2025</span>
201        </div>
202      </td>
203    </tr>
204    <tr class="resume-item">
205      <td>
206        <div class="resume-header">
207          <span><strong>Zhaoyi Scholarship</strong> · Tsinghua University · 清华大学综合优秀奖学金(校级一等)</span>
208          <span class="resume-date">2024</span>
209        </div>
210      </td>
211    </tr>
212    <tr class="resume-item">
213      <td>
214        <div class="resume-header">
215          <span><strong>First Prize Scholarship</strong> · Tongji University · 同济大学综合优秀奖学金(校级一等)</span>
216          <span class="resume-date">2023</span>
217        </div>
218      </td>
219    </tr>
220  </tbody></table>
221
222	          
223	      
224	      
225      <table class="section-heading"><tbody>
226        <tr>
227        <td>
228          <heading>Internship Experience</heading>
229        </td>
230      </tr>
231    </tbody></table>
232
233      
234    <table class="resume-list"><tbody>
235      <tr class="resume-item">
236        <td>
237          <div class="resume-header">
238            <span class="resume-title">Shanda · MiroMind Team</span>
239            <span class="resume-date">2025 – 2026</span>
240          </div>
241          <div class="resume-details">
242            Shanghai, China · Work with <a href="https://songbai.site/">Song Bai</a> and <a href="https://jifengdai.org/">Jifeng Dai</a>.
243          </div>
244        </td>
245      </tr>
246      <tr class="resume-item">
247        <td>
248          <div class="resume-header">
249            <span class="resume-title">Tencent · WXG · WeLM Team</span>
250            <span class="resume-date">2025</span>
251          </div>
252          <div class="resume-details">
253            Shanghai, China · Work with <a href="https://yuanliuuuuuu.github.io/">Yuan Liu</a>, Le Tian, and Xiao Zhou.
254          </div>
255        </td>
256      </tr>
257      <tr class="resume-item">
258        <td>
259          <div class="resume-header">
260            <span class="resume-title">ByteDance · SEED · Application</span>
261            <span class="resume-date">2024 – 2025</span>
262          </div>
263          <div class="resume-details">
264            Beijing, China · Work with Baihan Shu.
265          </div>
266        </td>
267      </tr>
268      <tr class="resume-item">
269        <td>
270          <div class="resume-header">
271            <span class="resume-title">Tencent · PCG ARC Lab · Applied Research Center</span>
272            <span class="resume-date">2024</span>
273          </div>
274          <div class="resume-details">
275            Shenzhen, China · Work with Yukang Gan, <a href="https://geyixiao.com/">Yixiao Ge</a>, and <a href="https://scholar.google.com/citations?user=4oXBp9UAAAAJ&hl=en">Ying Shan</a>.
276          </div>
277        </td>
278      </tr>
279    </tbody></table>
280
281
282	<table class="section-heading"><tbody>
283    <tr>
284    <td>
285      <heading>Academic Services</heading>
286    </td>
287  </tr>
288</tbody></table>
289
290<table class="resume-list services-list"><tbody>
291  <tr class="resume-item">
292    <td>
293      <div class="resume-header">
294        <span class="resume-title">Reviewer</span>
295      </div>
296      <div class="resume-details">TPAMI 2026 · TIP 2026 · CVPR 2025 · JVCIR 2024, 2025</div>
297    </td>
298  </tr>
299</tbody></table>
300
301    <div style="width: 30%; margin: 0 auto; overflow: hidden;margin-bottom:30px;">
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308
309      <p><center>
310        &copy; Xubing Ye | Last updated: Mar. 17, 2024 | <a href="https://jonbarron.info/">Website Template</a>
311      </center></p>
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318                <a href="https://jonbarron.info/">Website Template</a>
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