Alaa Lab at UC Berkeley and UCSF
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PhD Student · CPH
Kaihua (William) Hou
Joint with Geoff Tison
Scholar
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Publications
ReasonEdit: Editing Vision-Language Models using Human Reasoning
Jiaxing Qiu,
Kaihua Hou
, Roxana Daneshjou,
Ahmed Alaa
, Thomas Hartvigsen
ICML · 2026
Paper
Code
Test-Time Hinting for Black-Box Vision-Language Models
Kaihua Hou
,
Abhijith Varma Mudunuri
, Jiaxing Qiu, Roxana Daneshjou, Thomas Hartvigsen,
Ahmed Alaa
arXiv preprint · 2026
Paper
State-Space Modeling in Natural Language
Nikita Mehandru
, Marie-Laure Charpignon,
Kaihua Hou
, David Bamman,
Ahmed Alaa
ICLR Workshop on Time Series in the Age of Large Models · 2026
Paper