Hi there! I’m a first-year ECE Ph.D. Student at Cornell University, previously working on Computer Vision at CMU CS, also on AI for Healthcare at Georgia Tech and Emory.

My research is focused on AI for Medicine especially in 3D vision learning and understanding.

If you’re interested at anything, please feel free to contact me at: jouiney666 at gmail dot com.

🔥 News

• [24.12] 🎉 TABNet is accepted by at ICASSP 2024!
• [24.11] 🎉 Our paper is accepted by IEEE JBHI!
• [24.10] 🎉 Our paper is selected as Oral Presentation at BHI 2024!
• [24.06] 🎉 I will give an Oral Presentation at CVPR 2024, NTIRE Workshop at June 17th, see you in Seattle!
• [24.03] 🏆 We finally get 2 championships, a runner-up and a 3rd place in CVPR 2024 NTIRE (ESR, SRx4, RawSR) and AIS (RTSR)

📝 Selected Publications

(* means co-first author / equal contributions)

• Advancing Sleep Disorder Diagnostics: A Transformer-based EEG Model for Sleep Stage Classification and OSA Prediction
  Cheng Wan, Micky C. Nnamdi, Wenqi Shi, Benjamin Smith, Chad Purnell, May Dongmei Wang
  IEEE J-BHI (BHI Oral, 8% acceptance rate)

• Swift Parameter-free Attention Network for Efficient Super-Resolution
  Cheng Wan*, Hongyuan Yu*, Zhiqi Li*, Yihang Chen, Yajun Zou, Yuqing Liu, Xuanwu Yin, Kunlong Zuo
  CVPR 2024 NTIRE (Winner Award and Oral at NTIRE workshop)

• A Multi-scenario Attention-based Generative Model for Personalized Blood Pressure Time Series Forecasting
  Cheng Wan, Chenjie Xie, Longfei Liu, Dan Wu, Ye Li
  ICASSP 2024

📖 Teaching

• Teaching Assistant: Foundations Machine Learning (ECE 5200/3200)
  Spring 2025 @ Cornell University

🛠️ Services

• Reviewer: ICML 2025, AISTATS 2025, ICLR 2025, NeurIPS 2024, ICML 2024 AI4Science Workshop.

💬 Fun Facts

• 🚣🏼‍♂️ GT varsity men rowing team, I love rowing, hiking and different ball sports.
• 🎤 I used to be a vocalist in a band, we performed live music shows with more than 400 people in the audience.
• 🎮 I won 3rd place in the Intel Cup of CSGO in China.

Thank you for taking the time to learn about me!