PhD student · Computational pathology
My research focuses on computational pathology.
I am a PhD student in Computer Science at Concordia University and a member of Atlas Analytics Lab and Mila.
Featured publication
British Machine Vision Conference (BMVC 2026), Oral Presentation
GatedSRP is a lightweight, drop-in correction for pathology transformer self-attention. For each patch token and attention head, it estimates a local redundancy direction from neighboring value vectors and learns a signed gate that decides how to correct the aligned component, adding about 0.02% trainable parameters.
Award
Fonds de recherche du Québec (FRQ)
CAD 26,667 · scholarship
I received this provincial research scholarship in the Nature and Technologies sector. The individual award provides CAD 20,000 for 2026–2027 and CAD 6,667 for 2027–2028.
Contact
For academic and research enquiries, you can reach me at jiahao.cheng@mail.concordia.ca or jiahao.cheng@mila.quebec.