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🧍‍♂️ Biography

Zhicheng is a 5th-year PhD candidate in the Integrated Master's-Ph.D. Program at the Institute of Biopharmaceutical and Health Engineering (iBHE), Shenzhen International Graduate School (SIGS), Tsinghua University (THU), advised by Prof. Lan Ma, Prof. Hui-Yan Luo and Prof. Peiwu Qin. Previously, he obtained his B.Eng. degree from the School of Informatics, Xiamen University(XMU), mentored by Prof. Zhirong Shen and Prof. Xiongbiao Luo.

He used to intern at 2012 Labs of Huawei Technologies Co., Ltd and Digitalization Department of CRRC Nanjing Puzhen Co., Ltd.

His research aims to construct efficient AI models and apply them to biomedical domains and the interesting ideas. Explorations include deep learning, multimodal learning and AI for science.

📖 Educations

  • 2023.09 - present, Ph.D. candidate, Institute of Biopharmaceutical and Health Engineering(iBHE), Shenzhen International Graduate School(SIGS), Tsinghua University(THU), Shenzhen, China.
  • 2021.09 - 2023.06, M.S. student, Tsinghua-Berkeley Shenzhen Institute(TBSI), Tsinghua University(THU), Shenzhen, China.
  • 2017.09 - 2021.06, B.S., School of informatics, Xiamen University(XMU), Xiamen, China.
  • 2014.09 - 2017.06, Shenzhen Middle School(SMS), Shenzhen, China.

🔥 News

  • I will be completing my PhD next year and I am currently looking for faculty, postdoc positions, or other full-time opportunities in research labs. Please feel free to contact me if I might be a good fit for your team.
  • Looking for researchers with different disciplinary backgrounds to collaborate. Please feel free to reach out if you are interested.

📝 Publications

(* stands for equal contribution and † means corresponding author)

Conference

[5] Yiran Wang, Jiasheng Lu, Jun Chen, Xinyu Zhang, Yingshan Liang, **Zhicheng Du**, Qingyang Shi, Shao-Lun Huang†. Content-Style Disentangled Audio Style Transfer via Diffusion Model. *IEEE International Conference on Multimedia & Expo 2025 (ICME 2025)*. [[HTML]](https://ieeexplore.ieee.org/abstract/document/11209789) [[Researchgate]](https://www.researchgate.net/publication/390051209_Content-Style_Disentangled_Audio_Style_Transfer_via_Diffusion_Model) [[PDF]](https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=11209789)
[4] Qingyang Shi\*, **Zhicheng Du**\*, Jiasheng Lu, Yingshan Liang, Xinyu Zhang, Yiran Wang, Jing Peng, Kehong Yuan†. AudioCache: Accelerate Audio Generation With Training-Free Layer Caching. *2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025)*. [[HTML]](https://ieeexplore.ieee.org/document/10889043) [[Researchgate]](https://www.researchgate.net/publication/390051259_AudioCache_Accelerate_Audio_Generation_With_Training-Free_Layer_Caching) [[PDF]](/pdf/AudioCache.pdf)
[3] Xinyu Zhang, Keyu Fan, Yiran Wang, Yingshan Liang, Jiasheng Lu, **Zhicheng Du**, Qingyang Shi, Peiwu Qin†. TAGMO: Temporal Control Audio Generation for Multiple Visual Objects Without Training. *2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025)*. [[HTML]](https://ieeexplore.ieee.org/document/10889172) [[Researchgate]](https://www.researchgate.net/publication/389600475_TAGMO_Temporal_Control_Audio_Generation_for_Multiple_Visual_Objects_Without_Training) [[PDF]](/pdf/TAGMO.pdf)
[2] **Zhicheng Du**†, Zhaotian Xie, Yan Tong, Peiwu Qin†. LAMPER: LanguAge Model and Prompt EngineeRing for zero-shot time series classification. *The Twelfth International Conference on Learning Representations (ICLR 2024)*. [[HTML]](https://openreview.net/forum?id=eUQiESSvmF) [[Arxiv]](https://arxiv.org/abs/2403.15875) [[PDF]](/pdf/lamper__language_model_and_prompt_engineering_for_zero_shot_time_series_classification.pdf)
[1] **Zhicheng Du**†, Zhaotian Xie, Huazhang Ying, Likun Zhang, Peiwu Qin†. Cognitive resilience: Unraveling the proficiency of image-captioning models to interpret masked visual content. *The Twelfth International Conference on Learning Representations (ICLR 2024)*. [[HTML]](https://openreview.net/forum?id=RQ0wmIBcTB) [[Arxiv]](https://arxiv.org/abs/2403.15876) [[PDF]](/pdf/Unveiling_the_Cognitive_Limits__Investigating_the_Proficiency_of_Image_Captioning_Models_in_Interpreting_Masked_Images.pdf)

Journal

[26] Huazhang Ying\*, Xiang Wu\*, Chu Qin, Likun Zhang, **Zhicheng Du**, Jiaqi Liu, Yuzong Chen†, Ying Tan†. Molecular-substructure Deep Autoencoders Cluster Biomolecules into Novel Band-Shaped Substructure-Distinguished Bioactivity Clusters in 3D Latent Space. *The Innovation Informatics*. 2026 May;2:100049. [[HTML]](https://www.the-innovation.org/article/doi/10.59717/j.xinn-inform.2026.100049) [[Researchsquare]](https://www.researchsquare.com/article/rs-6755378/v1) [[Researchgate]](https://www.researchgate.net/publication/404892917_Molecular-substructure_Deep_Autoencoders_cluster_bioactive_molecules_into_novel_band-shaped_substructure-distinguished_bioactivity_clusters_in_3D_latent_space_GRAPHICAL_ABSTRACT_PUBLIC_SUMMARY_Molecul?_sg%5B0%5D=R7C1YWXy5JxIuqCpDbI0_htEdFd0f_9fRPM4oMVWpsBqXjLXQQTW__140JttnUqw2ZQVXPRL95o704XY5lPfAj5fZRObXFdzxatFhCTV.z8cE9Kv8Hi2NdyX8pg3aBoru_ahPFiJodhT8K-2umKnRS2H51y5lP8UlTIE3VZBNe37ih0Y5FCjnpCXNPtF92Q&_tp=eyJjb250ZXh0Ijp7ImZpcnN0UGFnZSI6Il9kaXJlY3QiLCJwYWdlIjoicHJvZmlsZSIsInByZXZpb3VzUGFnZSI6InByb2ZpbGUiLCJwb3NpdGlvbiI6InBhZ2VDb250ZW50In19) [[PDF]](https://www.the-innovation.org/data/article/export-pdf?id=6a02670a7a1d3171e790371d)
[25] **Zhicheng Du**†. Closing the fairness gap: a call for equitable machine learning in fetal growth restriction prediction: A Letter to the Editor regarding ‘Assessing adherence to TRIPOD+ AI guidelines in machine learning models for predicting small for gestational age and fetal growth restriction: a systematic review. *American Journal of Obstetrics & Gynecology MFM*. 2026 May;8(5):101923. [[HTML]](https://www.ajogmfm.org/article/S2589-9333(26)00034-0/fulltext) [[PDF]](https://www.ajogmfm.org/action/showPdf?pii=S2589-9333%2826%2900034-0)
[24] **Zhicheng Du**†. Social Media Insights Are Not Competency Consensus. *Medical Teacher*. 2026 Apr 3;48(4):738-738. [[HTML]](https://www.tandfonline.com/doi/full/10.1080/0142159X.2025.2579834) [[PDF]](https://www.tandfonline.com/eprint/YV9ESMYKFJKVJD7RDTRW/full?target=10.1080/0142159X.2025.2579834)
[23] **Zhicheng Du**†. Letter to the Editor regarding "A Simple data-driven dietary pattern associated with lower risk for adverse pregnancy outcomes". *American Journal of Obstetrics & Gynecology MFM*. 2026 Apr;8(4):101899. [[HTML]](https://www.sciencedirect.com/science/article/pii/S2589933326000108?via%3Dihub) [[PDF]](https://authors.elsevier.com/a/1mxzz9CuVNur-i)
[22] Lijin Lian, Ijaz Gul, Xi Yuan, **Zhicheng Du**, Zhenglin Chen, Zhengyang Lei, Sanyang Han, Lian Zhang, Jiansong Ji, Dongmei Yu†, Peiwu Qin†. Squalene-based oxygen-scavenging system for enhancing fluorescent dye stability for biosensing applications. *Frontiers in Chemical Biology*. 2026;5:1749158. [[HTML]](https://www.frontiersin.org/journals/chemical-biology/articles/10.3389/fchbi.2026.1749158/abstract) [[PDF]](https://public-pages-files-2025.frontiersin.org/journals/chemical-biology/articles/10.3389/fchbi.2026.1749158/pdf)
[21] Zhaotian Xie\*, Xin He\*, Wentao Zhang\*, **Zhicheng Du**, Rui Li, Shuyu Zhou, Xinming Zhang, Yidi Wu, Zhiyi Chen, Ziyao Gao, Lele Peng†, Feiyu Kang†. Unlocking Latent Titanium Active Centers through the Synergistic Effect of Oxygen Vacancies and Boron Doping for Accelerated Sulfur Redox Reactions in Silicon-Sulfur batteries. *Angewandte Chemie International Edition*. 2026:e4505904. [[HTML]](https://onlinelibrary.wiley.com/doi/full/10.1002/anie.4505904)
[20] **Zhicheng Du**†. Concerns About AI Feedback Validation in the 2-Sigma Platform. *Academic Medicine*. 2026 Feb 15:wvag040. [[HTML]](https://academic.oup.com/academicmedicine/advance-article/doi/10.1093/acamed/wvag040/8487138)
[19] **Zhicheng Du**†. Addressing Algorithmic Bias in AI-Driven Medical Education Assessment. *Academic Medicine*. 2026 Feb 15:wvag039. [[HTML]](https://academic.oup.com/academicmedicine/advance-article/doi/10.1093/acamed/wvag039/8487136)
[18] **Zhicheng Du**†. Growing Up in the Waiting Room. *Journal of Adolescent Health*. 2025 Dec 12. [[HTML]](https://www.sciencedirect.com/science/article/pii/S1054139X2500477X) [[PDF]](https://authors.elsevier.com/a/1mG0M_,2PPRz9Rz)
[17] **Zhicheng Du**†. Comment on: “From conventional scores to explainable AI: a six-method comparative framework for failure prediction in percutaneous nephrolithotomy”. *World Journal of Urology*. 2025 Nov 27;44(1):6. [[HTML]](https://link.springer.com/article/10.1007/s00345-025-06110-5) [[PDF]](https://rdcu.be/eR6ep)
[15] **Zhicheng Du**, Hui-Yan Luo, Lijin Lian, Vijay Kumar. Pandey, Jiansong Ji, Peiwu Qin. Development of a tri-modal contrast learning model integrating pathology-text and CT-text for clinical oncology tasks [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Artificial Intelligence and Machine Learning; 2025 Jul 10-12; Montreal, QC, Canada. Philadelphia (PA): AACR; *Clinical Cancer Research* 2025 Jul 10;31(13_Supplement):A049. [[HTML]](https://aacrjournals.org/clincancerres/article/31/13_Supplement/A049/763294/Abstract-A049-Development-of-a-tri-modal-contrast)
[14] **Zhicheng Du**, Lijin Lian, Wenji Xi, Yu Zheng, Gang Yu, Hui-Yan Luo, Peiwu Qin. Artificial intelligence enables the ethical reconstruction and social value realization of global cancer research: From technological innovation to humanistic care [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Artificial Intelligence and Machine Learning; 2025 Jul 10-12; Montreal, QC, Canada. Philadelphia (PA): AACR; *Clinical Cancer Research* 2025 Jul 10;31(13_Supplement):B024. [[HTML]](https://aacrjournals.org/clincancerres/article/31/13_Supplement/B024/763318/Abstract-B024-Artificial-intelligence-enables-the)
[13] Yang Liu\*, Keming Zhao\*, Lihui Luo, Ziheng Zhang, Zhenghang Qian, Cenk Jiang, **Zhicheng Du**, Simin Deng, Chengming Yang, Duanpo Wu, Shuai Wang, Xingru Huang, Chenggang Yan, Yingting Zhu, Yehong Zhuo, Chunsheng Qu, Jiaqi Chen, Zhenqiang Huang, Chenying Lu, Minjiang Chen, Dongmei Yu, Jiantao Wang†, Peiwu Qin†, Jiansong Ji†. Diagnosing Pathologic Myopia by Identifying Posterior Staphyloma and Myopic Maculopathy Using Ultra-Widefield Images with Deep Learning. *npj Digital Medicine*, 2025 Jul 13;8(1):435. [[HTML]](https://www.nature.com/articles/s41746-025-01849-y) [[Researchsquare]](https://www.researchsquare.com/article/rs-5421907/v1) [[PDF]](/pdf/Diagnosing Pathologic Myopia by Identifying Posterior Staphyloma and Myopic Maculopathy Using Ultra-Widefield Images with Deep Learning.pdf)
[12] Likun Zhang\*, Peiwu Qin†, Huazhang Ying, **Zhicheng Du**, Chenying Lu, Minjiang Chen, Liyan Lei, Ziwu Song, Jiaju Chen, Xi Yuan, Canhui Yang, Vijay Pandey, Can Yang Zhang, Dongmei Yu, Peisheng He, Liwei Lin, Wenbo Ding, Xinhui Xing, Jiansong Ji†, Chenggang Yan†, Zhenglin Chen\*,†. A 3.55-μm ultrathin, skin-like mechanoresponsive, compliant, and seamless ionic conductive electrode for epidermal electrophysiological signal acquisition and depression detection. *Exploration*, 2025 Oct (Vol. 5, No. 5, p. 20240232). [[HTML]](https://onlinelibrary.wiley.com/doi/10.1002/EXP.20240232) [[Researchsquare]](https://www.researchsquare.com/article/rs-3892812/v1) [[PDF]](/pdf/A 3.55-μm ultrathin, skin-like mechanoresponsive, compliant, and seamless ionic conductive electrode for epidermal electrophysiological signal acquisition and human-machine-interaction.pdf)
[11] **Zhicheng Du**†, Changyue Liu, Zhaotian Xie, Hui-Yan Luo, Wentao Zhang, Xin He. Address Arctic shipping crisis at COP30. *Science*, 2025 Jun 12;388(6752):1143-4. [[HTML]](https://www.science.org/doi/10.1126/science.adx4305) [[PDF]](https://www.science.org/stoken/author-tokens/ST-2691/full)
[10] **Zhicheng Du**†, Hui-Yan Luo, Xuefei Li, Yang Liu, Xi Yuan, Zhenglin Chen, Jiansong Ji, Peiwu Qin. Performance of explainable ensemble learning for mortality risk stratification and multimodal biomarker prediction in colorectal cancer: a retrospective, database cohert study. *The Lancet Regional Health–Western Pacific*, 2025 Feb 1;55. [[HTML]](https://www.thelancet.com/journals/lanwpc/article/PIIS2666-6065(24)00453-X/fulltext) [[PDF]](/pdf/Performance of explainable ensemble learning for mortality risk stratification and multimodal biomarker prediction in colorectal cancer a retrospective, database cohert study.pdf)
[9] Zhaotian Xie, Wentao Zhang, Xin He, Ziyao Gao, **Zhicheng Du**, Hongkai Yang, Xinming Zhang, Yanbing He, Lele Peng†, Feiyu Kang†. Crossing the capacity threshold in Si-S batteries through mud-crack electrodes. *Energy Storage Materials*. 2025 Feb 1;75:104046. [[HTML]](https://www.sciencedirect.com/science/article/pii/S2405829725000479) [[PDF]](/pdf/Crossing the capacity threshold in Si-S batteries through mud-crack electrodes.pdf)
[8] Zhenglin Chen\*, Jiaqi Yang\*, **Zhicheng Du**\*, Jiansong Ji\*, Likun Zhang, Haifei Guan, Zhengyang Lei, Xiaopeng Zhang, Canhui Yang, Ying Zhu, Qianhui Sun, Lulu Xu, Ke Lin, Yuchen Wang, Chuhui Wang, Chong Zhang, Dongmei Yu†, Peiwu Qin†, Can Yang Zhang†. A conductive and anti-freezing gelatin-PAA-based organic hydrogel (PC-OH) with high adhesion and self-healing activities for wearable electronics. *Chemical Engineering Journal*. 2024 Jul 15;492:152465. [[HTML]](https://www.sciencedirect.com/science/article/pii/S1385894724039524) [[SSRN]](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4780689) [[PDF]](/pdf/A conductive and anti-freezing gelatin-PAA-based organic hydrogel (PC-OH) with high adhesion and self-healing activities for wearable electronics.pdf)
[7] Changyue Liu\*, Zhengyang Lei\*, Lijin Lian, Likun Zhang, **Zhicheng Du**, Peiwu Qin†. DNA Virus Detection System Based on RPA-CRISPR/Cas12a-SPM and Deep Learning. *Journal of Visualized Experiments: Jove*, 2024 May 10(207):e64833. [[HTML]](https://www.jove.com/t/64833/dna-virus-detection-system-based-on-rpa-crisprcas12a-spm-deep)
[6] Yang Liu, Xiaoyun Zhong, Shiyao Zhai, **Zhicheng Du**, Zhenyuan Gao, Qiming Huang, Can Yang Zhang, Bin Jiang, Vijay Kumar Pandey, Sanyang Han, Runming Wang, Yuxing Han, Chuhui Wang, Peiwu Qin†. Prompt-enhanced hierarchical transformer elevating cardiopulmonary resuscitation instruction via temporal action segmentation. *Computers in Biology and Medicine*. 2023 Dec 1;167:107672. [[HTML]](https://www.sciencedirect.com/science/article/pii/S001048252301137X) [[Arxiv]](https://arxiv.org/abs/2308.16552) [[PDF]](/pdf/Prompt-enhanced hierarchical transformer elevating cardiopulmonary resuscitation instruction via temporal action segmentation.pdf)
[5] Zhengyang Lei\*, Lijin Lian\*, Likun Zhang\*, Changyue Liu, Shiyao Zhai, Xi Yuan, Jiazhang Wei, Hong Liu, Ying Liu, **Zhicheng Du**, Ijaz Gul, Haihui Zhang, Zhifeng Qin, Shaoling Zeng, Peng Jia, Ke Du, Lin Deng, Dongmei Yu†, Qian He†, Peiwu Qin†. Detection of Frog Virus 3 by Integrating RPA-CRISPR/Cas12a-SPM with Deep Learning. *ACS omega*. 2023 Aug 25;8(36):32555-64. [[HTML]](https://pubs.acs.org/doi/abs/10.1021/acsomega.3c02929) [[Biorxiv]](https://www.biorxiv.org/content/10.1101/2022.08.22.504785v1.abstract) [[PDF]](/pdf/lei-et-al-2023-detection-of-frog-virus-3-by-integrating-rpa-crispr-cas12a-spm-with-deep-learning.pdf)
[4] Ijaz Gul, Shiyao Zhai, Xiaoyun Zhong, Qun Chen, Xi Yuan, **Zhicheng Du**, Zhenglin Chen, Muhammad Akmal Raheem, Lin Deng, Edwin Leeansyah, Canyang Zhang, Dongmei Yu†, Peiwu Qin†. Angiotensin-converting enzyme 2-based biosensing modalities and devices for coronavirus detection. *Biosensors*. 2022 Nov 7;12(11):984. [[HTML]](https://www.mdpi.com/2079-6374/12/11/984) [[PDF]](/pdf/Angiotensin-Converting Enzyme 2-Based Biosensing Modalities and Devices for Coronavirus Detection.pdf)
[3] Likun Zhang\*, Zhengyang Lei\*, Chufan Xiao\*, **Zhicheng Du**, Chenyao Jiang, Xi Yuan, Qiuyue Hu, Shiyao Zhai, Lulu Xu, Changyue Liu, Xiaoyun Zhong, Haifei Guan, Muhammad Hassan, Ijaz Gul, Vijay Pandey, Xinhui Xing, Can Yang Zhang†, Qian He†, Peiwu Qin†. Ai-boosted crispr-cas13a and total internal reflection fluorescence microscopy system for sars-cov-2 detection. *Frontiers in Sensors*. 2022 Nov 2;3:1015223. [[HTML]](https://www.frontiersin.org/articles/10.3389/fsens.2022.1015223/full)[[PDF]](/pdf/AI-boosted CRISPR-Cas13a and total internal reflection fluorescence microscopy system for SARS-CoV-2 detection.pdf)
[2] Ijaz Gul, Changyue Liu, Xi Yuan, **Zhicheng Du**, Shiyao Zhai, Zhengyang Lei, Qun Chen, Muhammad Akmal Raheem, Qian He, Qiuyue Hu, Chufan Xiao, Zhang Haihui, Runming Wang, Sanyang Han, Ke Du, Dongmei Yu†, Can Yang Zhang†, Peiwu Qin†. Current and perspective sensing methods for monkeypox virus. *Bioengineering*. 2022 Oct 18;9(10):571. [[HTML]](https://www.mdpi.com/2306-5354/9/10/571) [[Arxiv]](https://arxiv.org/abs/2208.05228) [[PDF]](/pdf/Current and Perspective Sensing Methods for Monkeypox Virus.pdf)
[1] Fang Li, Yang Shen, Qun Chen, Xingyu Li, Hongnan Yang, Canyang Zhang, Jinjun Lin, **Zhicheng Du**, Chenyao Jiang, Chengming Yang, Dongmei Yu†, Peiwu Qin†. Therapeutic effect of ketogenic diet treatment on type 2 diabetes. *Journal of Future Foods*. 2022 Jun 1;2(2):177-83. [[HTML]](https://www.sciencedirect.com/science/article/pii/S2772566922000179) [[PDF]](/pdf/Therapeutic effect of ketogenic diet treatment on type 2 diabetes.pdf)

Preprint

[11] Yu Zheng, Kezhi Wang†, **Zhicheng Du**, Wenji Xi, Gang Yu, Jinbo Hou, Haonan Hu, Jie Zhang†. Point Cloud for Wireless Communications: A Comprehensive Survey on Fundamentals, Techniques, and Applications. Authorea Preprints. 2025 Oct 14. [[TechRxiv]](https://www.techrxiv.org/doi/full/10.36227/techrxiv.176045642.21366704)
[10] Yingshan Liang, Keyu Fan, **Zhicheng Du**, Yiran Wang, Qingyang Shi, Xinyu Zhang, Jiasheng Lu, Peiwu Qin. Hear-Your-Click: Interactive Video-to-Audio Generation via Object-aware Contrastive Audio-Visual Fine-tuning. arxiv e-prints. 2025 Jul:arxiv-2507. [[Arxiv]](https://arxiv.org/abs/2507.04959) [[PDF]](/pdf/Hear-Your-Click Interactive Video-to-Audio Generation via Object-aware Contrastive Audio-Visual Fine-tuning.pdf)
[9] **Zhicheng Du**†. Rapid Response: Rethinking the Tools of Science: When "Subjective Judgments" Become the Invisible Enablers of Bias. *The BMJ*, 2025;388:e079839/rr-0. [[HTML]](https://www.bmj.com/content/388/bmj-2024-079839/rr-0) [[Researchgate]](https://www.researchgate.net/publication/391560814_Rapid_Response_Rethinking_the_Tools_of_Science_When_Subjective_Judgments_Become_the_Invisible_Enablers_of_Bias) [[PDF]](/pdf/Rethinking the Tools of Science When Subjective Judgments Become the Invisible Enablers of Bias.pdf)
[8] **Zhicheng Du**†. Rapid Response: After banning corporal punishment, what else do we need to do? *The BMJ*, 2025;388:r566/rr. [[HTML]](https://www.bmj.com/content/388/bmj.r566/rr) [[Researchgate]](https://www.researchgate.net/publication/391560469_Rapid_Response_After_banning_corporal_punishment_what_else_do_we_need_to_do) [[PDF]](/pdf/After banning corporal punishment, what else do we need to do.pdf)
[7] **Zhicheng Du**†, Changyue Liu. Rapid Response: Prevention and control of medical violence: ethical dilemmas and systemic blind spots beyond technological empowerment. *The BMJ*, 2025;388:r529/rr. [[HTML]](https://www.bmj.com/content/388/bmj.r529/rr) [[Researchgate]](https://www.researchgate.net/publication/391560821_Rapid_Response_Prevention_and_control_of_medical_violence_ethical_dilemmas_and_systemic_blind_spots_beyond_technological_empowerment) [[PDF]](/pdf/Prevention and control of medical violence ethical dilemmas and systemic blind spots beyond technological empowerment.pdf)
[6] **Zhicheng Du**†. Rapid Response: When scientific blood transfusion meets policy Blood loss the neglected ecological chain of research. *The BMJ*, 2025;388:r476/rr-1. [[HTML]](https://www.bmj.com/content/388/bmj.r476/rr-1) [[Researchgate]](https://www.researchgate.net/publication/391552976_Rapid_Response_When_scientific_blood_transfusion_meets_policy_Blood_loss_the_neglected_ecological_chain_of_research) [[PDF]](/pdf/When scientific blood transfusion meets policy Blood loss the neglected ecological chain of research.pdf)
[5] **Zhicheng Du**, Yang Liu, Likun Zhang, Shiyao Zhai, Zhengyang Lei, Yongjie Zhou, Dongmei Yu, Chenggang Yan, Xi Yuan, Zhenglin Chen†, Jiansong Ji†, Peiwu Qin†. Interactive robot with multimodal multitask model for early screening of multiple common adolescent mental disorders, 24 March 2025, PREPRINT (Version 1) available at Research Square. [[Researchsquare]](https://www.researchsquare.com/article/rs-5731226/v1) [[PDF]](/pdf/Interactive robot.pdf)
[4] **Zhicheng Du**. Application and ethical challenges of large language model and agent technology in biomedicine. Course Report on Bioethics and Scientific Ethics. 2025. [[Researchgate]](https://www.researchgate.net/publication/390121198_Application_and_ethical_challenges_of_large_language_model_and_agent_technology_in_biomedicine)
[3] **Zhicheng Du**\*†, Qingyang Shi\*, Jiasheng Lu, Yingshan Liang, Yiran Wang, Xinyu Zhang, Peiwu Qin†. MAJORScore: A Novel Metric for Evaluating Multimodal Relevance via Joint Representation. arxiv preprint arxiv:2509.21365. 2025 Sep 22. [[Arxiv]](https://arxiv.org/abs/2509.21365) [[Researchgate]](https://www.researchgate.net/publication/387222277_MAJORScore_A_Novel_Metric_for_Evaluating_Multimodal_Relevance_via_Joint_Representation) [[PDF]](/pdf/MAJORScore A Novel Metric for Evaluating Multimodal Relevance via Joint Representation.pdf)
[2] Shuyue Ma, Qihui Ye, Chufan Xiao, Haifei Guan, **Zhicheng Du**, Peiwu Qin†. Alzheimer Disease is Associated with Isotropic Ocular Enlargement. arXiv preprint arxiv preprint arxiv:2310.11464. 2023 Oct 13. [[Arxiv]](https://arxiv.org/abs/2310.11464) [[PDF]](/pdf/Alzheimer’s Disease is Associated with Isotropic Ocular Enlargement.pdf)
[1] **Zhicheng Du**, Chenyao Jiang, Xi Yuan, Shiyao Zhai, Zhengyang Lei, Shuyue Ma, Yang Liu, Qihui Ye, Chufan Xiao, Qiming Huang, Ming Xu, Dongmei Yu, Peiwu Qin†. GAME: Generalized deep learning model towards multimodal data integration for early screening of adolescent mental disorders. arxiv preprint arxiv:2309.10077. 2023 Sep 18. [[Arxiv]](https://arxiv.org/abs/2309.10077) [[PDF]](/pdf/GAME Generalized deep learning model towards multimodal data integration for early screening of adolescent mental disorders.pdf)

Patent

[3] Peiwu Qin, Likun Zhang, Zhenglin Chen, Huazhang Ying, **Zhicheng Du**, Lijin Lian. A depression detection device based on EEG signal analysis. [Application number: CN118787353A]
[2] Peiwu Qin, Likun Zhang, Zhenglin Chen, Huazhang Ying, **Zhicheng Du**, Lijin Lian. Preparation method of gel electrode, gel electrode and detection device. [Application number: CN118667050A]
[1] Zhirong Shen, **Zhicheng Du**, Ruibin Fan, Kaixiang Zhang, Huizhong Li, Chengbo Li. A method and device for scaling erasure code storage system. [Application number: CN114237970A, Patent number: CN114237970B]

Talk

[3] Lightning talks from young investigators: Generalized deep learning model towards multimodal data integration for early screening of adolescent mental disorders. *Nature Conferences: Advancing Health with AI*. 2024-04. [[HTML]](https://web.cvent.com/event/20f6abc4-5475-4071-b79c-c3c9dbb28e51/summary)
[2] Multimodal data integration using deep learning for predicting cancer biomarker and improving risk stratification in colorectal cancer. *the 2nd Biopharmaceutical and Health Engineering Cup Graduate Forum (Oral, Top15)*. 2023-12. [[HTML]](https://mp.weixin.qq.com/s/THIPNwpzKiW9hoAoMTtXYQ) [[PHOTO]](https://as.alltuu.com/album/1352321604/?from=qrCode&menu=live) [[PDF]](/pdf/forum2.pdf)
[1] MAG: Multimodal learning and Attention mechanism General model for adolescent mental health screening. *the 1st Biopharmaceutical and Health Engineering Cup Graduate Forum (Oral, Top15)*. 2022-12. [[HTML]](https://mp.weixin.qq.com/s/pvut-zMLLHYuJGGNIP4AIA) [[PHOTO]](https://cloud.tsinghua.edu.cn/d/22267a5a9bc64112a50e/) [[PDF]](/pdf/forum1.pdf)

🎖 Honors and Awards

  • 2025.12 Friends of Tsinghua-BYD Funded Comprehensive Excellence Scholarship (First Prize), Tsinghua University.
  • 2025.11 Silver Award Team, Doctoral students' social practice, Tsinghua University.
  • 2025.04 Third Place, SIFA Cup Football Competition, SIGS, Tsinghua University.
  • 2025.02 Presentation Certificate, The Lancet Summit: cancer control in China.
  • 2024.12 Academy Comprehensive Scholarship (Second Prize), SIGS, Tsinghua University.
  • 2024.12 Artistic Gold Award, "December 9th" Revolutionary Song Concert, SIGS, Tsinghua University.
  • 2024.04 Bronze Poster Award, Nature Conferences: Advancing Health with AI.
  • 2023.12 Oral Presentation Award, The 2nd Biopharmaceutical and Health Engineering Cup Graduate Forum, Tsinghua University.
  • 2023.12 Academy Comprehensive Scholarship (Second Prize), SIGS, Tsinghua University.
  • 2023.06 Third Place, SIFA Cup Football Competition, SIGS, Tsinghua University.
  • 2022.12 Outstanding Innovation Award, The 1st Biopharmaceutical and Health Engineering Cup Graduate Forum (Rank: 1/15), Tsinghua University.
  • 2022.12 Academy Comprehensive Scholarship (Second Prize), SIGS, Tsinghua University.
  • 2022.11 4th Place, Men's Singles, 1st Teacher-Student Badminton Friendly Match, SIGS iBHE, Tsinghua University.
  • 2021.12 Second Prize, Orienteering Competition for the 86th Anniversary of the December 9th Movement, Tsinghua University.
  • 2021.08 National Information Security Test Program (Level 1) Certificate (NISP-1).
  • 2020.05 Third Prize, The 7th "Guangqian Cup" Medical Knowledge Contest, Xiamen University.
  • 2020.05 First Prize, The 14th Physics Competition,, Xiamen University.
  • 2019.10 Volunteer Service Scholarship, School of Informatics, Xiamen University.
  • 2019.10 Academic Excellence Scholarship, School of Informatics, Xiamen University.
  • 2018.11 Second Prize, Excellent Practice Report on Ideological and Political Theory Course, Xiamen University.
  • 2018.08 Second Prize, Electronic Design Competition for College Students, Fujian Province.
  • 2018.05 Winning Award, The 15th Intelligent Connected Innovation Competition, Xiamen University.
  • 2017.12 Third Prize, The Maker Competition, Xiamen University.
  • 2017.09 Outstanding Student of Military Training, Xiamen University.

💻 Internships

  • 2025.06 - 2025.08, Reasearch intern, Digitalization Department, CRRC Nanjing Puzhen Co., Ltd., Nanjing, China.
  • 2024.06 - 2024.12, Reasearch intern, 2012 Labs, Huawei Technologies Co., Ltd., Shenzhen, China.
  • 2024.02 - 2024.06, Teaching Assistant(TA) of Principle and data analysis of magnetic resonance Imaging, SIGS, Shenzhen, China.
  • 2020.06 - 2020.09, Cyberspace security engineer intern, Shenzhen Longgang Big Data Center, Shenzhen, China.
  • 2019.02 - 2019.06, Teaching Assistant(TA) of Chemistry, Xiamen University Affiliated Keji High School, Xiamen, China.

📃 Academic Services

Journal Reviewer

Conference Reviewer

  • ACM Multimedia (MM) <2024>
  • British Machine Vision Conference (BMVC) <2025>
  • Conference on Parsimony and Learning (CPAL) <2026>
  • IEEE International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA) <2025>, <2026>.
  • IEEE International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) <2024>, <2026>
  • IEEE International Conference on Electrical and Computer Engineering Researches (ICECER) <2024>, <2025>
  • IEEE International Conference on Electrical, Computer and Energy Technologies (ICECET) <2024>, <2025>, <2026>
  • IEEE International Conference on Image Processing (ICIP) <2026>
  • IEEE International Conference on Multimedia & Expo (ICME) <2025>, <2026>
  • IEEE International Joint Conference on Neural Networks (IJCNN) <2025>, <2026>
  • International Joint Conferences on Artificial Intelligence (IJCAI) <2025>, <2026>
  • Multimodal Learning and Applications Workshop (MULA) <2025> @ CVPR, <2026> @ CVPR
  • Neural Information Processing Systems (NeurIPS) <2024>, <2025>
  • Springer International Conference on Multimedia Modelling (MMM) <2025>, <2026>

🔔 Brilliant Insight

  • Jensen Huang: "Most of the Stanford graduates have very high expectations, and you deserve to have high expectations because you came from a great school. You were very successful. You're top of your class. Obviously, you were able to pay for tuition. Then you're graduating from one of the finest institutions on the planet. You're surrounded by other kids that are just incredible. You naturally have very high expectations. People with very high expectations have very low resilience. And unfortunately, resilience matters in success. You want greatness out of them. And greatness is not intelligence, as you know. Greartness comes from character. And character isn't formed out of smart people. It's formed out of people who suffered. I wish upon you ample doses of pain and suffering."
    Quote from <Keynote by NVIDIA CEO Jensen Huang at 2024 SIEPR Economic Summit> [Youtube] [Bilibili]

  • Prof. Kaiming He: "I think research is about frustrations, failures, depression. It's all about the negative words you can comp up with. That's just the reality. If you haven't experienced, that means you are not ng the best research. That's just the reality. My life was just like that. I was disappointed maybe 95％ of the time, and then I spent 5% of my time finishing that paper then I move into next cycle being depressed, frustrated, anxious until the next work come out."
    Quote from <2023 Future Science Prize Laureates Lecture> [Youtube] [Bilibili]

  • "When providing feedback to students, think very carefully about what kind of feedback is the most helpful for a student to learn and grow, what's appropriately critical and nurturing at the same time. It's not about showing off who's the smartest in the room, who knows the most literature, etc. Especially if you're in a position of power, you have to be very careful about what long term impact your feedback might have on a student's perception of the field and his/her own abilities, or whether your feedback would make him or her feel zero self worth and want to quit the field entirely."
    Quote from <The answer of "What did your mentor say to you that still haunts you?"> [Zhihu]

  • Prof. Geoffrey Hinton: "So I think the study techniques depend very much on who you are. And I've noticed among scientists there's huge differences. So I don't like reading. I start reading something, and after I've read kind of one paragraph, I get distracted because it makes me think of something. I'm very bad at reading scientific papers. I will read important papers in the end if I have to. I love talking to people. So I've got a friend called Terry Sejnowski who loves reading. He reads all the literature in neuroscience. And if I want to know something in neuroscience, I don't actually go and read a paper. I call up Terry and he explains things to me. And that's much more fun. I guess in some ways I was fortunate to get the advisor for my PhD, who had the same kind of characteristic. And so he gave me advice early on. Don't read the literature. Reading rots the mind. First solve the problem yourself, and then look in the literature to see if your solution is novel. Now this is the exact opposite advice to what you'll get from almost all people. They'll say you should read the literature. You should carefully before you start on solving puzzles yourself, you should read the literature. I think both views are correct, because it depends on who you are. Some people like reading a lot and acquiring lots of knowledge. Other people are puzzle solvers like me, and they don't like reading lots of stuff. They like a puzzle to solve. So I think there's huge variation in how you should study."
    Quote from [Youtube] [Bilibili]

🗃️ Useful Resources

  • CCF-Deadlines (As a contributor): Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet)
  • AI-For-Beginners: Artificial Intelligence for Beginners - A Curriculum
  • HowToLiveLonger: A programmer's guide to live longer
  • Conference List: Conference List for international computer science conferences