Jiacheng Hou
latest update: September, 2025

Hi, I’m Jiacheng Hou (侯佳成), a 2nd-year undergraduate student at OSU CSE, advised by Prof. Wei-lun Chao.
My research interests lie in 3D computer vision, robust perception for autonomous driving, vision and language, and AI for science(biology + ecology). I am excited about developing robust 3D algorithms to find geometric structures from data.
Research
- AVA-Bench: Atomic Visual Ability Benchmark for Vision Foundation ModelsarXiv preprint arXiv:2506.09082, 2025
News
May 20, 2025 | Research Intern at MLB, advised by Prof. Wei-lun Chao . |
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Aug 22, 2024 | Undergraduate student majors in Computer Science Engineering, at the Ohio State university . |
Recipes
I really enjoy cooking, very much the same as doing research, because my favorite recipes represent my research philosophy:
"The fresh ingredients often require only the simplest cooking methods."
— A Bite of China Season 1 (2012), narrationThe recipes greatly comfort a child from Hunan, China when he misses his hometown.

蒜香龙虾
Garlic Lobster
将龙虾洗净,剪开背部,剪去脚和尖刺部分,在龙虾肉上撒上少许盐,并用手指松动背部的肉(不要剥离,会更入味)。切一些生姜片,葱花和蒜末,放入一个小碗中加入酱油和少量辣椒酱,均匀地涂抹在龙虾上。放入蒸锅中蒸10-12分钟

香辣雪蟹
Spicy Snow Crab
将雪蟹洗净,清洗干净,切成大块,蟹壳敲裂方便入味。锅中加油,把蟹块下锅炸 1分钟捞出,颜色变红即可。锅里留少量底油,放入少量辣椒酱炒香。再加姜片、蒜、洋葱丝爆香,下蟹块翻炒,加入一勺豆瓣酱炒红油。加入适量清水,盖上锅盖焖5分钟,开盖收汁,撒上葱花。

蒜蓉虾
Garlic Shrimp
将虾洗净,剪去虾须和虾脚,背部开一刀去除虾线。锅中加油,放入蒜末炒香,加入虾翻炒,加入料酒、生抽、盐调味,最后撒上葱花。