Ling-Hao CHEN     

Hi here, I'm Ling-Hao CHEN (陈凌灏 in Chinese, Evan in English)! Now, I am now a Ph.D. student at Tsinghua University, supervised by Prof. Harry Heung-Yeung Shum. I obtained my bachelor's degree from the School of Computer Science and Technology at Xidian University in 2022. My research interests lie in Character Animation, Digital Generation, and Machine Learning. I am working as a research intern at International Digital Economy Academy, supervised by Dr. Ailing Zeng and Prof. Lei Zhang.

Address: Room 3901, Building 1, Chang Fu Jin Mao Tower, 5 Shihua Road, Futian District, Shenzhen, P.R. China.

Motto: Seek the truth, practice real skills and do real things! (求真学问，练真本领，做真东西！)

Email  /  GitHub  /  Zhihu(知乎)  /  Twitter  /  Google Scholar

profile photo
Education
inspur

Shenzhen International Graduate School, Tsinghua University, Shenzhen, P.R. China
Ph. D. Student, from Sep. 2022
Majored in Computer Science and Technology, supervised by Prof. Harry Heung-Yeung Shum.

inspur

School of Computer Science and Technology, Xidian University, Xi'an, P.R. China
B. Eng., from Sep. 2018 to June 2022
Majored in Software Engineering. Rank: 1/398 (less than 1%); GPA: 3.9/4.0.

Awards

  • June 2022, Outstanding Graduate Scholarship (the ONLY student in the S.E. department of XDU).
  • Dec. 2021, Principal Scholarship (Only FIVE students in Xidian University) & Fisrt-class CASC Scholarship (the ONLY student in Xidian University).
  • 2020 ~ 2021, 2019 ~ 2020, 2018 ~ 2019, National Scholarship(less than 1%). (For three years in my undergraduate life!)

My Research Interests

    My research interests: Graph Representation Learning, Anomaly Detection, Computer Vision, Graphics, Disentanglement, Digital Generation. I also follow other research topics: Optimization Algorithm and Trustworthy Machine Learning.

Publications

          The full list of publications can be obtained via My Google Scholar.
inspur

AnomMAN: Detect Anomaly on Multi-view Attributed Networks.
Ling-Hao CHEN, He Li, Wanyuan Zhang, Jianbin Huang, Xiaoke Ma, Jiangtao Cui, Ning Li, and Jaesoo Yoo.
In Information sciences 2023 (JCR-Q1, IF=8.23).
[Preprint] | [PDF]

inspur

DetectorNet: Transformer-enhanced Spatial Temporal Graph Neural Network for Traffic Prediction.
He Li, Shiyu Zhang, Xuejiao Li, Hongjie Huang, Liangcai Su, Duo Jin, Ling-Hao CHEN, Jianbin Huang, and Jaesoo Yoo.
In International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL) 2021.
[Preprint] | [PDF]

Preprint

inspur

HumanMAC: Masked Motion Completion for Human Motion Prediction.
Ling-Hao CHEN, Jiawei Zhang, Yewen Li, Yiren Pang, Xiaobo Xia, and Tongliang Liu.
Arxiv Preprint 2023.
[Preprint] | [Code] | [Project Page] | [Video]

Student Work
inspur

I has been the chairman of the Inspur Student Club (ISC) [HomePage] of Xidian University from Sep. 2020 to Sep. 2021. I was also mainly responsible for the Machine Learning and Data Mining Group in the club.

Resource
News
  • Feb. 2023. Check out our recent work HumanMAC .
  • Jan. 2023. AnomMAN was accepted by the Information Sciences Journal (JCR-Q1, IF=8.23).
  • June 2022. I defended my thesis "Audio-driven Talking Head Reenactment Algorithm" successfully, and the thesis was selected as the OUTSTANDING thesis of XDU.
  • Dec. 2021. I was awarded the Principal Scholarship (only FIVE students in Xidian University).
  • Dec. 2021. I was awarded the Fisrt-class CASC Scholarship of China Aerospace Science and Technology Corporation (the ONLY student in Xidian University).
  • Sep. 2021. I was awarded the National Scholarship 2020-2021.
  • Aug. 2021. One paper "DetectorNet: Transformer-enhanced Spatial Temporal Graph Neural Network for Traffic Prediction" is accepted by International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL) 2021.
  • July 2021. A College Student Innovation and Entrepreneurship Training Program (National level) is qualified. Thanks our advisor Hong Han, group Leader Zhendong Jin and our collaborators.
Academic Service
    Conference Reviewer and Member of Program Committee: NeurIPS, UAI, ICIC.
Collaborators and Friends
  • Xiaobo Xia, Ph. D. candidate at USYD, focous on Trustworthy Machine Learning, Google Ph.D. Fellowship 2022.
  • Wenhao Yang, Ph. D. student at LAMDA@NJU, focus on Machine Learning (especially Online Learning) and Computer Vision.
  • Yiren Pang, Master student at TANKLAB@TJU, focus on Operating Systems and Computer Network.
  • Xieyang Sun (Sund), Master student at XJTU, focus on Air-gapped Attack, Covert Communication and Wireless Sensing.
  • Boyuan Sun (BB Chan), Master student at NKU, focus on Computer Vision.
  • Ming Chen, Master student at ShanghaiTech, focus on Artificial Intelligence and Reinforcement Learning.
  • D.C. Chen (RainCurtain), Upcoming Ph. D. student of CUHK, focus on Database System, chair of ISC@XDU.


(Last update: April 2023)