Ziyan Zheng / CV

Education

Tsinghua University 2019.09 -

• Ph.D. in Data Science and Information Technology, Tsinghua-Berkeley Shenzhen Institute
• Research interest: Deep Networks and Optimization Algorithms, Neural Decoder for Communications, Low-Dimensional Representations for Computer Vision
• Co-advised by Shao-Lun Huang and Yi Ma

Sun Yat-sen University 2015.09 - 2019.06

• B.S. in Mathematics and Applied Mathematics, Department of Mathematics
• Scientific Base for Talented Persons
• International class of basic mathematics

Professional Experience

Huawei 2023.08 - 2025.05

• Intern in Central Research, 2012 Lab
  • Neural Decoder. Improve the interpretability and performance for transformer-based ECC decoders.
  • High-dimensional Neural Predictor. Propose a novel prediction scheme based on RNN and Loyld-max quantizer. Saves 90%+ transmission resources compared to the original solution over a real high-dimensional time series compression, transmission and restoration problem.
  • SVD Feature Quantizer. Mathematically design an optimal feature quantizer and the corresponding bits allocation solution with arbitrary bit width.
  • 3D Mesh Lossless Compression. Design low-complexity algorithm that beats current method Deflate.
  • Baseband Data Lossy Compression. Improve Baseband eCPRI bandwidth and storage efficiency.
  • Image Retrieval Algorithm. Practically enhance the recall and efficiency for Product Quantization.

University of California, Berkeley 2022.05 - 2023.05

• Visiting Scholar in the Department of Electrical Engineering and Computer Sciences
  • Research on Closed-loop Transcription and Sparse Coding for Vision Transformer

Southwestern University of Finance and Economics 2019.06 - 2019.07

• Attendee in Data Science FPF, Department of Statistics

The Chinese University of Hong Kong, Shenzhen 2018.07 - 2018.08

• Student in SFI Pre-term Summer Courses, Shenzhen Finance Institute

University of California, Berkeley 2017.08 - 2017.12

• International Student

校党团工作

• 党支部书记 清华大学, 2023.09 -
  • 校级党建标兵支部 2022 - 2024
• 学生德育助理 清华大学, 2023.08 -
• BCSSA（伯克利中国学生学者联合会）秘书处成员 UC Berkeley, 2022.09 - 2023.06
• 党支部组织委员 清华大学, 2019.09 - 2022.08
• 中山大学优秀团支部书记 2015 - 2017
  • “红旗团支部” 2015 - 2016
• 中山大学2019届校友理事 2019 -

Publication

Multi-source Transfer Learning for Signal Detection over a Fading Channel with Co-channel Interference

Mitigating Model Poisoning Attacks on Distributed Learning with Heterogeneous Data

White-box Error Correction Code Transformer

Academic Project/Activity

• Patent
  • 《一种信号传输方法、装置及系统》，发明申请号：202310090611.9 Filed 2023.02
• Music Arrangement
  • Matlab
  • Mathematica, listen here (山高水长Mathematica版)
• Reviewer for 2021 IEEE International Conference on Acoustics, Speech and Signal Processing, Toronto, Ontario, Canada
• Some notes for LeetCode
• Some notes for TensorFlow

Academic Honor/Awards (Selected)

• TBSI Study Overseas Scholarship 2022 - 2023
• 清华大学深圳国际研究生院专项二等奖学金（SIGS-TBSI）2022
• TBSI Leaders of Tomorrow Scholarships - Merit Scholarship 2019 - 2020, 2022 - 2023
• 中山大学优秀毕业生 2019.05
• 中山大学优秀学生一等奖学金 2016 - 2017
• Honorable Mention in Interdisciplinary Contest in Modeling (ICM) 2017.02
• 第八届全国大学生数学竞赛（数学专业）三等奖 2016.11

Other Skills/Interests/Experiences

• Piano
  • Amateur Level 10 2008
  • 第十四届香港-亚洲钢琴公开赛一等奖（车尔尼B组第四名） 2007
  • Third Awards in 2006 Artist International 9th Annual Music Competition Canada (China Audition in Guangzhou) 2006
  • 第二届TOYOMA亚洲青少年音乐比赛（广州区钢琴）第二名 2003
• Singing
  • 清华大学清深合唱团/TAP合唱团男高声部 2019 - 2020
  • 参演声援武汉的清北联合出品原创歌曲《春天的祝愿》 2020.03.08
  • 参演“一二·九”校友合唱《雪花的快乐》《东方之珠》 2019.12.08
  • 参演“浪漫相约 最美和声” 主题艺术节音乐会《大鱼》《我爱你中国》 深圳福田, 2019.11.12
  • 参演人民网巡礼大湾区“人民红”快闪《我爱你中国》 深圳龙岗, 2019.09.22
  • 参演南国清华仲夏夜之梦音乐会 深圳大学城，2019.09.20
  • 第十六届“不能说的秘密·心声杯”歌唱比赛十强（第6名）中山大学数学学院, 2016.04
  • 中山大学原创音乐社创作演唱部干事 2015
• Dancing
  • 中山大学舞蹈团，参演舞蹈《弗拉门戈（西班牙之火）》《一壶老酒》《蒙古族舞组合》等 2015 - 2016
  • 广东清远“三下乡”扶贫社会实践艺术表演队队员 清远连州, 2016.06
  • 中山大学“我们毕业了”大型舞蹈晚会演员 2016
  • 参演中山大学“毕业快闪”录制 2016
• Classical Guitar
  • 参演星海音乐厅“美音之夜 弦动我心”吉他音乐会 2015.10
• Others
  • 清华大学“领雁工程”北京红色实践 2024.06, 清华大学赴四川青神社会实践队 2022.02, 赴重庆丰都社会实践队 2020.01, 领客计划(LINK)-第十届学生创新领袖训练营 2019.08
  • 中山大学赴清远连州“三下乡”扶贫社会实践队 2016.06, 赴西安交通大学交流 2018.03
  • 旅迹到访中国所有34个省级行政区 2006 - 2022, U.S. 2025, 2022 - 2023, 2017, 2016, Canada 2022, 2016, Argentina 2022 - 2023, Chile 2023, Uruguay 2022, U.K. 2020, 2013, France 2013, Switzerland 2013, Italy 2013, Vietnam 2018, 2024, Singapore 2012, Malaysia 2012, Maldives 2023, Thailand 2023, Japan 2024, United Arab Emirates 2024, Australia 2026, New Zealand 2026
  • 去哪儿网认证旅行家 2023.02
  • 湖南卫视综艺《歌手》五百大众听审 2020.03
  • 华为星光集市音乐会：29期粤语金曲主题《无赖》2023.08.09，《佳人如梦》《最好的我们》2023.08.31，《九万字》《上春山》2024.03.14，《金陵谣》《人间不值得》2024.06.19，《锦鲤抄》《山鬼》2024.11.07，《春不晚》2025.01.16