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106      中文 / EN
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108
109    <a class="page-link" href="#bio" data-i18n="Biography"><b>Biography</b></a>
110    <a class="page-link" href="#timeline" data-i18n="Milestone"><b>Milestone</b></a>
111    <a class="page-link" href="#awards" data-i18n="Honors"><b>Honors & Awards</b></a>
112    <a class="page-link" href="#publications" data-i18n="Publications"><b>Publications</b></a>
113    <a class="page-link" href="#teaching" data-i18n="Teaching"><b>Teaching</b></a>
114    <a class="page-link" href="#misc" data-i18n="Misc"><b>Misc</b></a>
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128    <div id="my-contact" class="profile-col profile-col-2">
129      <div id="my-name" class="text-grey-dark">
130        Daoze Zhang (张道泽)<br>
131      </div>
132      <div id="my-title" class="text-grey" data-i18n="College">
133        College of Computer Science, ZJU
134      </div>
135
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137        [email protected]
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223<div class="page-content">
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225
226<div class="wrapper">
227<div id="bio" class="bio">
228
229  <h1 class="md-heading text-left">
230    <i class="fa fa-id-card" aria-hidden="true"></i>
231    <b data-i18n="Biography">Biography</b>
232  </h1>
233  <div class="bio-body" style="overflow:hidden;">
234    <p data-i18n="Hello">
235      Hello, my name is Daoze Zhang and I am currently pursuing a Master's degree in 
236      <a href="https://www.zju.edu.cn/english/">Zhejiang University</a>, 
237      fortunately advised by 
238      <a href="http://yangy.org/">Prof. Yang Yang</a> in AINet Lab</a>. 
239      My research interests include deep learning and data mining in the healthcare field and for time series analysis. 
240      Additionally, I am actively exploring more cutting-edge technologies in the field of large language models and multimodal language models.
241      I have published several papers 
242      <a href='https://scholar.google.com/citations?user=5beC28QAAAAJ' target='_blank'>
243        <img alt='Google Scholar Citations' src='https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/DaozeZhang/DaozeZhang.github.io/google-scholar-stats/gs_data_shieldsio.json&logo=google-scholar&style=flat&labelColor=f0f0f0&color=8fb9ef'/> 
244      </a>
245       at the top international AI conferences such as NeurIPS, ACL, CVPR and KDD. 
246      If you are looking for any form of academic cooperation, please feel free to touch me. 
247      Furthermore, I am also passionate about sharing. On RedNote, I write about my experiences and reflections on learning, research, and job hunting, hoping to share my experiences and insights freely and help more friends feel more confident about their own paths.
248      <!-- <b>Futhermore, I am currently seeking job opportunities in industry. Please do not hesitate to contact me if you have any leads.</b> Thank you! -->
249      <!-- <br><br>
250      <b>Now I'm actively looking for position... Please feel free to contact me if you have any leads. </b> -->
251    </p>
252
253    <div style="width: 50%; float:left">
254			<h3>
255		    <i class="fa fa-star" aria-hidden="true"></i>
256		    <strong data-i18n="Research">Research Topics</strong>
257			</h3>
258      <b data-i18n="Multimodal">Large Language Models & Multimodality</b>
259      <br>
260      <b data-i18n="Recommendation">Search & Advertising for E-commerce</b>
261      <br>
262      <b data-i18n="Time">Time Series Analysis</b>
263      <br>
264      <b data-i18n="Machine">Machine Learning for Healthcare</b>
265      <!-- <ul>
266        <li>on physiological signal data</li>
267        <li>on general time series data</li>
268      </ul> -->
269    </div>
270
271    <div style="width: 50%; float:right">
272			<h3>
273				<i class="fa fa-graduation-cap" aria-hidden="true"></i>
274				<strong data-i18n="Education">Education</strong>
275			</h3>
276			<b data-i18n="Zhejiang">Zhejiang University</b><br>
277			<ul>
278        <li data-i18n="Academic">Academic Master, AI Institute, College of CS, 26'</li>
279        <li data-i18n="Bachelor">Bachelor, Computer Science, College of CS, 23'</li>
280			</ul>
281      <b data-i18n="Xi">Xi'an Tieyi High School</b><br>
282      <ul>
283        <li data-i18n="Hua">Hua Luogeng Science Elite Class, 19' </li>
284      </ul>
285    </div>
286  
287  </div>
288</div>
289
290
291
292<!-- <div id="news" class="bio">
293  <h1 class="md-heading text-left">
294    <i class="fa fa-tasks" aria-hidden="true"></i>
295    News
296  </h1>  
297  <ul>
298    <li class="indented" data-date="[Oct, 2023]"> <a href="http://www.cs.zju.edu.cn/turingclass_en/2023/1023/c51325a2815951/page.htm">Awarded the highest honor at Zhejiang University, Chu Kochen Presidential Scholarship</a> (Top 12/~28,000)</li>
299    <li class="indented" data-date="[Oct, 2023]"> Awarded my 3rd National Scholarship by Ministry of Education (Top 0.2%)</li>
300    <li class="indented" data-date="[Aug, 2023]"> One paper submitted</li>
301    <li class="indented" data-date="[Jul, 2023]"> One patent accepted</li>
302    <li class="indented" data-date="[Dec, 2022]"> Awarded SenseTime Scholarship</a></li>
303    <li class="indented" data-date="[Oct, 2022]"> One work receives People's Choice Award in ACM MobileHCI</li>
304    <li class="indented" data-date="[Jun, 2021]"> One paper accepted to IEEE VIS and TVCG</li>
305  </ul>
306</div> -->
307
308
309
310<div class="wrapper">
311  <div id="timeline" class="timeline-brief">
312    <h1 class="md-heading text-left">
313      <i class="fa fa-newspaper-o" aria-hidden="true"></i>
314        <b data-i18n="Milestone">Milestone</b>
315    </h1>
316
317      <div class="timeline-item" data-i18n="timeline10">
318        <div class="timeline-date">
319          Feb. 2026
320        </div>
321        <div class="timeline-title">
322          Research
323        </div>
324        <div class="timeline-desc">
325          <b>1 paper</b> published by WSDM 2026 (<b>first author</b>)
326        </div>
327        <div class="timeline-desc">
328          <b>1 paper</b> accepted by CVPR 2026 (<b>co-first author</b>)
329        </div>
330      </div>
331
332      <div class="timeline-item" data-i18n="timeline9">
333        <div class="timeline-date">
334          May 2025
335        </div>
336        <div class="timeline-title">
337          Research
338        </div>
339        <div class="timeline-desc">
340          <b>1 paper</b> accepted by ACL 2025 (<b>first author</b>)
341        </div>
342        <div class="timeline-desc">
343          <b>1 paper (SWIFT)</b> published by AAAI 2025
344        </div>
345        <div class="timeline-desc">
346          Now SWIFT has <b>over 12,000</b> stars⭐️!
347        </div>
348      </div>
349
350      <div class="timeline-item" data-i18n="timeline8">
351        <div class="timeline-date">
352          Oct. 2024
353        </div>
354        <div class="timeline-title">
355          Awards
356        </div>
357        <div class="timeline-desc">
358          National Scholarship
359        </div>
360        <div class="timeline-desc">
361          as 1st place among Masters of the AI Institute
362        </div>
363      </div>
364
365      <div class="timeline-item" data-i18n="timeline7">
366        <div class="timeline-date">
367          May 2024
368        </div>
369        <div class="timeline-title">
370          Research
371        </div>
372        <div class="timeline-desc">
373          <b>1 paper</b> accepted by SIGKDD 2024 (<b>first author</b>)
374        </div>
375        <div class="timeline-desc">
376          <b>1 paper</b> posted on arXiv preprint (<b>second author</b>)
377        </div>
378      </div>
379
380      <div class="timeline-item" data-i18n="timeline6">
381        <div class="timeline-date">
382          Sept. 2023
383        </div>
384        <div class="timeline-title">
385          Research
386        </div>
387        <div class="timeline-desc">
388          <b>1 paper</b> accepted by NeurIPS 2023 (<b>first author</b>)
389        </div>
390        <div class="timeline-desc">
391          <b>1 paper</b> accepted by NeurIPS 2023 (<b>co-first author</b>)
392        </div>
393      </div>
394
395      <div class="timeline-item" data-i18n="timeline5">
396        <div class="timeline-date">
397          Jul. 2023 
398        </div>
399        <div class="timeline-title">
400          Awards
401        </div>
402        <div class="timeline-desc">
403          Outstanding Undergraduate Graduate of Zhejiang Province
404        </div>
405        <div class="timeline-desc">
406          Outstanding Undergraduate Graduate of ZJU
407        </div>
408      </div>
409      
410      <!-- <div class="timeline-item" data-i18n="timeline4">
411        <div class="timeline-date">
412          May. 2022 
413        </div>
414        <div class="timeline-title">
415          Research
416        </div>
417        <div class="timeline-desc">
418          As the leader of the SRTP National Innovation Project, our work was rated as “Excellent” (the highest level)
419        </div>
420      </div> -->
421
422      <div class="timeline-item" data-i18n="timeline3">
423        <div class="timeline-date">
424          Jul. 2021 
425        </div>
426        <div class="timeline-title">
427          Awards
428        </div>
429        <div class="timeline-desc">
430          Zhejiang Provincial Government Scholarship
431        </div>
432        <div class="timeline-desc">
433          First-class Scholarship of ZJU
434        </div>
435        <div class="timeline-desc">
436          Outstanding Student Scholarship of CTZ Edu Fdn
437        </div>
438      </div>
439
440      <div class="timeline-item" data-i18n="timeline2">
441        <div class="timeline-date">
442          Sept. 2020
443        </div>
444        <div class="timeline-title">
445          Admission
446        </div>
447        <div class="timeline-desc">
448          Admitted to the <a href="http://www.cs.zju.edu.cn/csen/">Computer Science</a> major at ZJU
449        </div>
450      </div>
451
452      <!-- <div class="timeline-item">
453        <div class="timeline-date">
454          Nov. 2020
455        </div>
456        <div class="timeline-title">
457          Award
458        </div>
459        <div class="timeline-desc">
460          First Prize in the Zhejiang Province College Physics Competition
461        </div>
462      </div> -->
463  
464      <div class="timeline-item" data-i18n="timeline1">
465        <div class="timeline-date">
466          Sept. 2019
467        </div>
468        <div class="timeline-title">
469          Admission
470        </div>
471        <div class="timeline-desc">
472          Admitted to the Qiushi Science Class (Physics) at 
473          <a href="http://ckc.zju.edu.cn/ckcen/">Chu Kochen Honors College</a>, ZJU
474        </div>
475      </div>
476
477    <br>
478  </div>
479</div>
480  
481
482
483
484
485<div class="wrapper">
486  <div id="awards" class="bio">
487    <h1 class="md-heading text-left">
488      <i class="fa fa-tasks" aria-hidden="true"></i>
489      <b data-i18n="Selected Honors">Selected Honors</b>
490    </h1>
491    <ul>
492      <!-- <li><strong></strong>, 2023 (<b>Highest honor </b>)</li> -->
493      <li data-i18n="honor11">Advanced to the university-level defense for the Chu Kochen Scholarship, the highest honor in ZJU (Finalist, Top 0.05%)</li>
494      <!-- (36/67656) -->
495      <li data-i18n="honor10">National Scholarship, 2024 (1st place among Masters of the AI Institute, Top 1%)</li>
496      <li data-i18n="honor_yanjiusheng_shengyou">Outstanding Master's Graduate of Zhejiang Province, 2026 (Top 5%)</li>
497      <li data-i18n="honor9">Outstanding Postgraduate Students of Zhejiang University, 2024</li>
498      <li data-i18n="honor8">Outstanding Undergraduate Graduate of Zhejiang Province, 2023 (Top 5%)</li>
499      <li data-i18n="honor7">Xiaomi Scholarship, 2022</li> 
500      <!-- (3/800+) -->
501      <li data-i18n="honor6">Zhejiang Provincial Government Scholarship, 2021 (Top 3%)</li>
502      <li data-i18n="honor5">First-class Scholarship of Zhejiang University, 2021 (Top 3%)</li>
503      <li data-i18n="honor4">Outstanding Student Scholarship of CTZ Education Foundation, 2021</li>
504      <!-- (3/800+) -->
505      <li data-i18n="honor3">
505Outstanding Student of Zhejiang University, 2021</li>
506      <li data-i18n="honor2">First Prize in the Zhejiang Province College Physics Competition, 2020 (Top 5%)</li>
507      <li data-i18n="honor1">Outstanding Youth League Member of Zhejiang University, 2020</li>
508    </ul>
509  </div>
510</div>
511
512
513
514
515<div id="publications" class="publications">
516  <h1 class="md-heading text-left">
517    <i class="fa fa-file" aria-hidden="true"></i>
518    <b data-i18n="Publications">Publications</b>
519  </h1>
520
521  <div class="pub-list">
522    
523    <h3>
524      <strong data-i18n="direction3">Multimodality and LLMs</strong>
525    </h3>
526
527    <div class="pub">
528      <div class="pub-left">
529        <img class="intro-img frame" src="publications/moon3.jpg">
530      </div>
531      <div class="pub-right">
532        <div class="title">
533          MOON-3: Reasoning-aware Multimodal Representation Learning for E-commerce Product Understanding
534        </div>
535        <div class="desc">
536          TLDR: We propose the first reasoning-aware MLLM-based model for product representation learning in e-commerce.
537        </div>
538        <div class="authors">
539          <font style="font-size: 11pt;">
540            Junxian Wu*,
541            Chenghan Fu*,
542            Zhanheng Nie*,
543            <b>Daoze Zhang*</b>, Bowen Wan,
544            Wanxian Guan, Chuan Yu, Jian Xu, 
545            <a class="author" href="https://scholar.google.com/citations?user=3gHhO9QAAAAJ&hl=en">Bo Zheng</a>
546            (* equal contribution)
547          </font>
548        </div>
549        <div class="publish">
550          <span class="publisher">arXiv preprint</span>
551          <span class="place"></span>
552        </div>
553        <div class="tags">
554          [<a class="tag" href="https://arxiv.org/abs/2604.00513"><strong>Paper</strong></a>]
555        </div>
556      </div>
557    </div>
558
559    <div class="pub">
560      <div class="pub-left">
561        <img class="intro-img frame" src="publications/moon2.jpg">
562      </div>
563      <div class="pub-right">
564        <div class="title">
565          MOON-2: Dynamic Modality-balanced Multimodal Representation Learning for E-commerce Product Understanding
566        </div>
567        <div class="desc">
568          TLDR: We propose a dynamic modality-balanced multimodal representation learning framework for e-commerce product understanding.
569        </div>
570        <div class="authors">
571          <font style="font-size: 11pt;">
572            Zhanheng Nie*,
573            Chenghan Fu*,
574            <b>Daoze Zhang*</b>,
575            Junxian Wu*, Wanxian Guan, Pengjie Wang, Jian Xu, 
576            <a class="author" href="https://scholar.google.com/citations?user=3gHhO9QAAAAJ&hl=en">Bo Zheng</a>
577            (* equal contribution)
578          </font>
579        </div>
580        <div class="publish">
581          <span class="publisher">CVPR 2026</span>
582          <span class="place"></span>
583        </div>
584        <div class="tags">
585          [<a class="tag" href="https://arxiv.org/abs/2511.12449"><strong>Paper</strong></a>]
586        </div>
587      </div>
588    </div>
589
590    <div class="pub">
591      <div class="pub-left">
592        <img class="intro-img frame" src="publications/moon.jpg">
593      </div>
594      <div class="pub-right">
595        <div class="title">
596          MOON: Generative MLLM-based Multimodal Representation Learning for E-commerce Product Understanding
597        </div>
598        <div class="desc">
599          TLDR: We propose the first generative MLLM-based model for product representation learning in e-commerce.
600        </div>
601        <div class="authors">
602          <font style="font-size: 11pt;">
603            <b>Daoze Zhang*</b>,
604            Chenghan Fu*,
605            Zhanheng Nie*,
606            Jianyu Liu*, Wanxian Guan, Yuan Gao, Jun Song, Pengjie Wang, Jian Xu, 
607            <a class="author" href="https://scholar.google.com/citations?user=3gHhO9QAAAAJ&hl=en">Bo Zheng</a>
608            (* equal contribution)
609          </font>
610        </div>
611        <div class="publish">
612          <span class="publisher">WSDM 2026</span>
613          <span class="place"></span>
614        </div>
615        <div class="tags">
616          [<a class="tag" href="https://arxiv.org/pdf/2508.11999"><strong>Paper</strong></a>]
617          [<a class="tag" href="https://arxiv.org/pdf/2511.11305"><strong>Technical Report</strong></a>]
618        </div>
619      </div>
620    </div>
621
622    <div class="pub">
623      <div class="pub-left">
624        <img class="intro-img frame" src="publications/sophia.jpg">
625      </div>
626      <div class="pub-right">
627        <div class="title">
628          Sharper and Faster mean Better: Towards More Efficient Vision-Language Model for Hour-scale Long Video Understanding
629        </div>
630        <div class="desc">
631          TLDR: We propose a vision-language model for long video understanding, which can efficie
631ntly handle hour-scale long videos.
632        </div>
633        <div class="authors">
634          <font style="font-size: 11pt;">
635            <b>Daoze Zhang</b>,
636            Yuze Zhao,
637            Jintao Huang,
638            <a class="author" href="https://scholar.google.com/citations?user=ENJA2f8AAAAJ&hl=en">Yingda Chen</a>
639          </font>
640        </div>
641        <div class="publish">
642          <span class="publisher">ACL 2025</span>
643          <span class="place"></span>
644        </div>
645        <div class="tags">
646          [<a class="tag" href="https://aclanthology.org/2025.acl-long.222.pdf"><strong>Paper</strong></a>]
647        </div>
648      </div>
649    </div>
650
651    <div class="pub">
652      <div class="pub-left">
653        <img class="intro-img frame" src="publications/swift.png">
654      </div>
655      <div class="pub-right">
656        <div class="title">
657          SWIFT: A Scalable Lightweight Infrastructure for Fine-Tuning
658        </div>
659        <div class="desc">
660          TLDR: We develop SWIFT, a customizable one-stop infrastructure for large models with support of over 600+ LLMs and 300+ MLLMs.
661        </div>
662        <div class="authors">
663          <font style="font-size: 11pt;">
664            Yuze Zhao,
665            Jintao Huang,
666            Jinghan Hu,
667            Xingjun Wang,
668            Yunlin Mao,
669            <b>Daoze Zhang</b>,
670            Zeyinzi Jiang, Zhikai Wu, Baole Ai, Ang Wang, Wenmeng Zhou, 
671            <a class="author" href="https://scholar.google.com/citations?user=ENJA2f8AAAAJ&hl=en">Yingda Chen</a>
672          </font>
673        </div>
674        <div class="publish">
675          <span class="publisher">AAAI 2025</span>
676          <span class="place"></span>
677        </div>
678        <div class="tags">
679          [<a class="tag" href="https://arxiv.org/abs/2408.05517"><strong>Paper</strong></a>]
680          [<a class="tag" href="https://github.com/modelscope/ms-swift"><strong>Code</strong></a>]
681
682          <a href="https://github.com/modelscope/ms-swift" target="_blank" rel="noopener">
683            <img alt="GitHub stars" src="https://img.shields.io/github/stars/modelscope/ms-swift?style=social">
684          </a>
685          <a href="https://github.com/modelscope/ms-swift" target="_blank" rel="noopener">
686            <img alt="GitHub stars" src="https://img.shields.io/github/forks/modelscope/ms-swift?style=social">
687          </a>
688          
689        </div>
690      </div>
691    </div>
692
693
694
695
696    <h3>
697      <br>
698      <strong data-i18n="direction2">LLMs for Automatic Review of Documents</strong>
699    </h3>
700
701    <div class="pub">
702      <div class="pub-left">
703        <img class="intro-img frame" src="publications/Re2.jpg">
704      </div>
705      <div class="pub-right">
706        <div class="title">
707          Re^2: A Consistency-ensured Dataset for Full-stage Peer Review and Multi-turn Rebuttal Discussions
708        </div>
709        <div class="desc">
710          TLDR: We introduce the largest consistency-ensured peer review and rebuttal dataset from 24 conferences and 21 workshops.
711        </div>
712        <div class="authors">
713          <font style="font-size: 11pt;">
714            <b>Daoze Zhang</b>,
715            Zhijian Bao,
716            Sihang Du,
717            Zhiyi Zhao, 
718            Kuangling Zhang, 
719            <a class="author" href="https://dzbao.github.io/">Dezheng Bao</a>,
720            <a class="author" href="http://yangy.org/">Yang Yang</a><br>
721          </font>
722        </div>
723        <div class="publish">
724          <span class="publisher">arXiv preprint</span>
725          <span class="place"></span>
726        </div>
727        <div class="tags">
728          [<a class="tag" href="https://arxiv.org/abs/2505.07920"><strong>Paper</strong></a>]
729          [<a class="tag" href="https://anonymous.4open.science/r/ReviewBench_anon/"><strong>Code</strong></a>]
730        </div>
731      </div>
732    </div>
733
734    <div class="pub">
735      <div class="pub-left">
736        <img class="intro-img frame" src="publications/PD3.jpg">
737      </div>
738      <div class="pub-right">
739        <div class="title">
740          PD^3: A Project Duplication Detection Framework via Adapted Multi-Agent Debate
741        </div>
742        <div class="desc">
743          TLDR: We propose a multi-agent debate-based framework for detecting project duplication by simulating expert discussions.
744        </div>
745        <div class="authors">
746          <font style="font-size: 11pt;">
747            <a class="author" href="https://dzbao.github.io/">Dezheng Bao</a>,
748            Yueci Yang, 
749            Xin Chen, 
750            Zhengxuan Jiang,
751            Zeguo Fei,
752            <b>Daoze Zhang</b>,
753            <a class="author" href="https://scholar.google.com/citations?user=JFLCWNQAAAAJ&hl=en">Xuanwen Huang</a>,
754            <a class="author" href="https://mrnobodycali.github.io/">Junru Chen</a>,
755            Chutian Yu, 
756            Xiang Yuan
757            <a class="author" href="http://yangy.org/">Yang Yang</a><br>
758          </font>
759        </div>
760        <div class="publish">
761          <span class="publisher">arXiv preprint</span>
762          <span class="place"></span>
763        </div>
764        <div class="tags">
765          [<a class="tag" href="https://arxiv.org/abs/2505.17492"><strong>Paper</strong></a>]
766        </div>
767      </div>
768    </div>
769
770
771    <h3>
772      <br>
773      <strong data-i18n="direction1">AI for Healthcare: Deep Learning on Neural Signals</strong>
774    </h3>
775
776    <div class="pub">
777      <div class="pub-left">
778        <img class="intro-img frame" src="publications/survey.jpg">
779      </div>
780      <div class="pub-right">
781        <div class="title">
782          Deep Learning-Powered Electrical Brain Signals Analysis: Advancing Neurological Diagnostics
783        </div>
784        <div class="desc">
785          TLDR: This review systematically examines recent advances in deep learning approaches for EEG/iEEG-based neurological diagnostics.
786        </div>
787        <div class="authors">
788          <font style="font-size: 11pt;">
789            <a class="author" href="https://erikaqvq.github.io/">Jiahe Li</a>,
790            Xin Chen, 
791            Fanqi Shen, 
792            <a class="author" href="https://mrnobodycali.github.io/">Junru Chen</a>,
793            Yuxin Liu, 
794            <b>Daoze Zhang</b>, 
795            <a class="author" href="https://scholar.google.com/citations?user=UzkMfYAAAAAJ&hl=en">Zhizhang Yuan</a>,
796            Fang Zhao, 
797            Meng Li, 
798            <a class="author" href="http://yangy.org/">Yang Yang</a><br>
799          </font>
800        </div>
801        <div class="publish">
802          <span class="publisher">IEEE Reviews in Biomedical Engineering</span>
803          <span class="place"></span>
804        </div>
805        <div class="tags">
806          [<a class="tag" href="https://www.arxiv.org/abs/2502.17213"><strong>Paper</strong></a>]
807          [<a class="tag" href="https://github.com/ZJU-BrainNet/BrainBenchmark"><strong>Code</strong></a>]
808        </div>
809      </div>
810    </div>
811
812    <div class="pub">
813      <div class="pub-left">
814        <img class="intro-img frame" src="publications/dmnet.jpg">
815      </div>
816      <div class="pub-right">
817        <div class="title">
818          DMNet: Self-comparison Driven Model for Subject-independent Seizure Detection
819        </div>
820        <div class="desc">
821          TLDR: We propose a self-comparison mechanism to mitigate the domain shifts on seizure patterns between subjects.
822        </div>
823        <div class="authors">
824          <font style="font-size: 11pt;">
825            Shihao Tu,
826            <a class="author" href="https://caolinfeng.github.io/homepage/">Linfeng Cao</a>,
827            <b>Daoze Zhang</b>,
828            <a class="author" href="https://mrnobodycali.github.io/">Junru Chen</a>,
829            Lvbin Ma,
830            Yin Zhang,
831            <a class="author" href="http://yangy.org/">Yang Yang</a><br>
832          </font>
833        </div>
834        <div class="publish">
835          <span class="publisher">NeurIPS 2024</span>
836          <span class="place"></span>
837        </div>
838        <div class="tags">
839          [<a class="tag" href="http://yangy.org/works/brainnet/NeurIPS24_DMNet.pdf"><strong>Paper</strong></a>]
840        </div>
841      </div>
842    </div>
843
844    <div class="pub">
845      <div class="pub-left">
846        <img class="intro-img frame" src="publications/brant_x.jpg">
847      </div>
848      <div class="pub-right">
849        <div class="title">
850          Brant-X: A Unified Physiological Signal Alignment Framework 
851        </div>
852        <div class="desc">
853          TLDR: We propose a unified physiological signal alignment framework to learn representations from various physiological data.
854        </div>
855        <div class="authors">
856          <font style="font-size: 11pt;">
857            <b>Daoze Zhang</b>,
858            <a class="author" href="https://scholar.google.com/citations?user=UzkMfYAAAAAJ&hl=en">Zhizhang Yuan</a>,
859            <a class="author" href="https://mrnobodycali.github.io/">Junru Chen</a>,
860            Kerui Chen,
861            <a class="author" href="http://yangy.org/">Yang Yang</a><br>
862          </font>
863        </div>
864        <div class="publish">
865          <span class="publisher">SIGKDD 2024</span>
866          <span class="place"></span>
867        </div>
868        <div class="tags">
869          [<a class="tag" href="http://yangy.org/works/brainnet/KDD24_BrantX.pdf"><strong>Paper</strong></a>]
870          [<a class="tag" href="https://github.com/zjunet/Brant-X/"><strong>Homepage</strong></a>]
871        </div>
872      </div>
873    </div>
874
875
876    <div class="pub">
877      <div class="pub-left">
878        <img class="intro-img frame" src="publications/brant2.jpg">
879      </div>
880      <div class="pub-right">
881        <div class="title">
882          Brant-2: Foundation Model for Brain Signals 
883        </div>
884        <div class="desc">
885          TLDR: We propose a foundation model for brain signals, which can be applied to various scenarios of both iEEG and EEG. 
886        </div>
887        <div class="authors">
888          <font style="font-size: 11pt;">
889            <a class="author" href="https://scholar.google.com/citations?user=UzkMfYAAAAAJ&hl=en">Zhizhang Yuan</a>,
890            <b>Daoze Zhang</b>,
891            <a class="author" href="https://frankgu3528.github.io/">Gefei Gu</a>,
892            <a class="author" href="https://mrnobodycali.github.io/">Junru Chen</a>,
893            <a class="author" href="http://yangy.org/">Yang Yang</a><br>
894          </font>
895        </div>
896        <div class="publish">
897          <span class="publisher">arXiv preprint</span>
898          <span class="place"></span>
899        </div>
900        <div class="tags">
901          [<a class="tag" href="https://arxiv.org/abs/2402.10251"><strong>Paper</strong></a>]
902          <!-- [<a class="tag" href="https://zju-brainnet.github.io/Brant.github.io/"><strong>Homepage</strong></a>] -->
903          [<a class="tag" href="https://github.com/yzz673/Brant-2"><strong>Code</strong></a>]
904        </div>
905      </div>
906    </div>
907
908    <div class="pub">
909      <div class="pub-left">
910        <img class="intro-img frame" src="publications/brant.jpg">
911      </div>
912      <div class="pub-right">
913        <div class="title">
914          Brant: Foundation Model for Intracranial Neural Signal
915        </div>
916        <div class="desc">
917          TLDR: We propose a foundation model for modeling intracranial recordings, providing a large-scale, off-the-shelf model for medicine.
918        </div>
919        <div class="authors">
920          <font style="font-size: 11pt;">
921            <b>Daoze Zhang*</b>,
922            <a class="author" href="https://scholar.google.com/citations?user=UzkMfYAAAAAJ&hl=en">Zhizhang Yuan*</a>,
923            <a class="author" href="http://yangy.org/">Yang Yang</a>,
924            <a class="author" href="https://mrnobodycali.github.io/">Junru Chen</a>,
925            Jingjing Wang,
926            Yafeng Li<br>
927            (* equal contribution)
928          </font>
929        </div>
930        <div class="publish">
931          <span class="publisher">NeurIPS 2023</span>
932          <span class="place"></span>
933        </div>
934        <div class="tags">
935          [<a class="tag" href="http://yangy.org/works/brainnet/NeurIPS23_Brant.pdf"><strong>Paper</strong></a>]
936          [<a class="tag" href="https://zju-brainnet.github.io/Brant.github.io/"><strong>Homepage</strong></a>]
937          [<a class="tag" href="https://github.com/yzz673/Brant"><strong>Code</strong></a>]
938        </div>
939      </div>
940    </div>
941
942    <div class="pub">
943      <div class="pub-left">
944        <img class="intro-img frame" src="publications/ppi.jpg">
945      </div>
946      <div class="pub-right">
947        <div class="title">
948          PPi: Pretraining Brain Signal Model for Patient-independent Seizure Detection
949        </div>
950        <div class="desc">
951          TLDR: We propose a pretraining-based model to conduct patient-independent seizure detection on SEEG in the clinical scenario.
952        </div>
953        <div class="authors">
954          <font style="font-size: 11pt;">
955            <a class="author" href="https://scholar.google.com/citations?user=UzkMfYAAAAAJ&hl=en">Zhizhang Yuan*</a>,
956            <b>Daoze Zhang*</b>,
957            <a class="author" href="http://yangy.org/">Yang Yang</a>,
958            <a class="author" href="https://mrnobodycali.github.io/">Junru Chen</a>,
959            Yafeng Li
960            (* equal contribution)
961          </font>
962          </span>
963        </div>
964        <div class="publish">
965          <span class="publisher">NeurIPS 2023</span>
966          <span class="place"></span>
967        </div>
968        <div class="tags">
969          [<a class="tag" href="https://yangy.org/works/brainnet/NeurIPS23_PPi.pdf"><strong>Paper</strong></a>]
970          [<a class="tag" href="https://github.com/yzz673/PPi_public"><strong>Code</strong></a>]
971        </div>
972      </div>
973    </div>
974  </div>
975</div>
976
977
978
979<div class="wrapper">
980  <div id="teaching" class="bio">
981    <h1 class="md-heading text-left">
982      <i class="fa fa-graduation-cap" aria-hidden="true"></i>  
983      <b data-i18n="Teaching">Teaching & Academic Service</b>
984    </h1>
985
986    <b data-i18n="Conference">Conference</b>
987    <ul>
988      <li data-i18n="ICLR26">Program committee member of ICLR 2026</li>
989      <li data-i18n="NeurIPS25">Program committee member of NeurIPS 2025</li>
990      <li data-i18n="ChinaBMI24">Brant-X was rated as Spotlight in ChinaBMI 2024</li>
991      <li data-i18n="KDD24">Oral presentation at KDD 2024 to introduce the paper of Brant-X</li>
992    </ul>
993
994    <b data-i18n="Teaching Assistant">Teaching Assistant</b>
995    <ul>
996      <li data-i18n="CS 21121340-2"><i>Computer Networks (CS 21121340)</i>, with <a href="https://person.zju.edu.cn/0097159/744726.html">Prof. Xiqun Lu</a>, 2023</li>
997      <li data-i18n="CS 21121340-1"><i>Computer Networks (CS 21121340)</i>, with <a href="https://person.zju.edu.cn/0097159/744726.html">Prof. Xiqun Lu</a>, 2022</li>
998    </ul>
999
1000    <b data-i18n="Peer">Peer Mentoring</b>
1001    <ul>
1002      <li data-i18n="gjmdm"><a href="https://mp.weixin.qq.com/s/GC5KWpuLxjjM75T9q7c4UQ">Invited speaker</a> at the "National Scholarship Face-to-Face" event to introduce my research experience, 2024 </li>
1003      <li data-i18n="CS 211C0010">Peer Tutoring: <i>Object-oriented Programming (CS 211C0010)</i>, with <a href="https://person.zju.edu.cn/0015060">
1003Prof. Weiwei Xu</a>, 2021</li>
1004      <li data-i18n="CS 211G0280">Peer Tutoring: <i>Fundamentals of C Programming (CS 211G0280)</i>, 2020</li>
1005    </ul>
1006    
1007  </div>
1008</div>
1009
1010
1011
1012<div class="wrapper">
1013  <div id="misc" class="bio">
1014    <div class="bio-body" style="overflow:hidden;">
1015      <h1 class="md-heading text-left">
1016        <i class="fa fa-id-card" aria-hidden="true"></i>
1017        <b data-i18n="Misc">Miscellaneous</b>
1018      </h1>  
1019      <table>
1020        <tbody><tr>
1021          <td width="50%" valign="middle">
1022          <p style="margin-top: 0px; margin-bottom: 0px; margin-left: 30px; margin-right: 50px; line-height: 1.25;" data-i18n="life">
1023            In life, I have a passion for history🏺, geography🌎, and classical music🎼. 
1024            I have also studied traditional arts such as seal carving and Chinese painting🎨. At the age of 13, I was honored to receive the gold medal🥇 in the Peace Cup Youth Painting and Calligraphy Competition held in the United States.
1025          </p>
1026        </td>
1027        <td width="15%" valign="middle">
1028          <p>
1029            <img src="./images/self-portrait/hehua.JPEG" width="300" alt="LGM" style="border-style: none" align="top">
1030          </p>
1031          </td>
1032        </tr></tbody>
1033      </table>
1034      <table>
1035        <tbody><tr>
1036          <td width="50%" valign="middle">
1037            <p style="margin-top: 0px; margin-bottom: 0px; margin-left: 30px; margin-right: 50px; line-height: 1.25;" data-i18n="student_union">
1038            During my two years as a member and deputy minister of the Arts Department in CKC Honors College Student Union, I fell in love with organizing and managing everything related to events and performances🌟. 
1039            Together with the team members, I was responsible for organizing multiple singing competitions, New Year's ceremonies, and graduation ceremonies. 
1040          </p>
1041        </td>
1042        <td width="15%" valign="middle">
1043          <p>
1044            <img src="./images/self-portrait/wanhui.JPG" width="300" alt="LGM" style="border-style: none" align="top">
1045          </p>
1046          </td>
1047        </tr></tbody>
1048      </table>
1049      <table>
1050        <tbody><tr>
1051          <td width="50%" valign="middle">
1052            <p style="margin-top: 0px; margin-bottom: 0px; margin-left: 30px; margin-right: 50px; line-height: 1.25;" data-i18n="video_clip">
1053              Furthermore, I have had the opportunity to take on the role of video editing🎬 for the <i>ZJU English version of "The Wave"</i>, which garnered recognition and promotion from various institutions including 
1054              <a href="https://zj.zjol.com.cn/news.html?id=1442314">Zhejiang News</a>, 
1055              <a href="https://www.thehour.cn/news/368090.html">Qianjiang Evening News</a>, 
1056              <a href="https://mp.weixin.qq.com/s?__biz=MzAxNjA1NTgzOA==&mid=2651352704&idx=2&sn=4bde99994165e5c8858d086eb12e3a7e&chksm=800665f1b771ece7f3a2e32f0d9fd94c896bb831c227e2aef7f2b0c67d10ecdd60e6cca0ae7f&scene=27">Foreign Language Research Press</a>, 
1057              Sina, Sohu, and more.
1058              <a href="https://www.bilibili.com/video/BV18Z4y1s7JK/?vd_source=bcb72b08d031075a66a8b31572c0c798"> 
1059              <img src="https://img.shields.io/badge/dynamic/json?label=views&style=social&logo=bilibili&query=$.data.stat.view&url=https://api.bilibili.com/x/web-interface/view?bvid=BV18Z4y1s7JK" alt="bilibili"> 
1060              </a>
1061            </p>
1062        </td>
1063        <td width="15%" valign="middle">
1064          <p>
1065            <a href="https://www.bilibili.com/video/BV18Z4y1s7JK/?vd_source=bcb72b08d031075a66a8b31572c0c798" target="_blank">
1066            <img src="./images/self-portrait/houlang.png" width="300" alt="LGM" style="border-style: none" align="top">
1067            </a>
1068          </p>
1069          </td>
1070        </tr></tbody>
1071      </table>
1072
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1074  </div>
1075</div>
1076
1077
1078<footer class="site-footer">
1079
1080  <div class="wrapper">
1081    <div class="footer-col-wrapper">
1082      
1083      <!-- <div class="footer-col  footer-col-1">
1084        <ul class="contact-list">
1085          <li>Personal Email:</li>
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1089
1090      <div class="footer-col  footer-col-2">
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1093            <span></span>
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1095
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1098            <span></span>
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1100
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1105
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1112            <i class="fa fa-envelope icon-github"></i>
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1122
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1124
1125      <div class="footer-col footer-col-3">
1126        <table style="width:16%;max-width:400px;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
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1129              <p>
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1131 -->
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1132
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1139        <a href="https://hits.seeyoufarm.com"><img src="https://hits.seeyoufarm.com/api/count/incr/badge.svg?url=https%3A%2F%2Fdaozezhang.github.io&count_bg=%2379C83D&title_bg=%23555555&icon=&icon_color=%23E7E7E7&title=hits&edge_flat=false"/></a>
1140        <p class="text">The style of this website is based on <a href='http://hexianghu.com/'>Hexiang Hu's</a>.</p>
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