VLAP: Efficient Video-Language Alignment via Frame Prompting and Distilling for Video Question Answering
ECCV 2024
| CARVIEW |
Select Language
HTTP/2 200
server: GitHub.com
content-type: text/html; charset=utf-8
last-modified: Tue, 09 Dec 2025 05:41:09 GMT
access-control-allow-origin: *
etag: W/"6937b675-3608"
expires: Tue, 30 Dec 2025 11:36:16 GMT
cache-control: max-age=600
content-encoding: gzip
x-proxy-cache: MISS
x-github-request-id: 1B98:3827E5:A0EA54:B4AD02:6953B6D7
accept-ranges: bytes
age: 0
date: Tue, 30 Dec 2025 11:26:16 GMT
via: 1.1 varnish
x-served-by: cache-bom-vanm7210039-BOM
x-cache: MISS
x-cache-hits: 0
x-timer: S1767093976.042718,VS0,VE205
vary: Accept-Encoding
x-fastly-request-id: b521c2746b36b7de944b552116b026731603a275
content-length: 3152
Shan Yang
Shan Yang
Tech Lead Amazon AI Studio | Ex-Tech Lead LLM for Amazon Product Search | Ex-Tech Lead Amazon Video Search, Amazon/A9 | Xoogler
I currently drive the Amazon AI Studio initiative while continuing to advance multi-modal LLMs and video generation research. Previously I led Amazon Video Search and the LLM reranker for Amazon Product Search, and my broader interests span multi-modality perception, 3D computer vision, and physically based simulation.
Before Amazon, I was a Senior Research SDE at Google Research focusing on multi-modal content creation and 3D vision. I completed my PhD at UNC-CH under Prof. Ming C. Lin.
Publications
ICAR: Image-based Complementary Auto Reasoning
Xijun Wang, Anqi Liang, Junbang Liang, Ming Lin, Yu Lou, Shan Yang
AAAI 2024
MeSa: Masked, Geometric, and Supervised Pre-training for Monocular Depth Estimation
Muhammad Osama Khan, Junbang Liang, Chun-Kai Wang, Shan Yang, Yu Lou
NIPS 2023 Workshop SSLTheoryPractice
RoSI: Recovering 3D Shape Interiors from Few Articulation Images
Akshay Gadi Patil, Yiming Qian, Shan Yang, Brian Jackson, Eric Bennett, Hao Zhang
In submission
Attention Bottlenecks for Multimodal Fusion
Arsha Nagrani, Shan Yang, Anurag Arnab, Aren Jansen, Cordelia Schmid, Chen Sun
NeurIPS 2021
Optical Mouse: 3D Mouse Pose From Single-View Video
Shan Yang*, Bo Hu*, David A. Ross, Avneesh Sud, Yi Liu, Graham Ruby, Bryan Seybold
CVPR 2021 (CV4Animal Workshop)
Classification of Prostate Cancer Grades and T-Stages based on Tissue Elasticity Using Medical Image Analysis
Shan Yang, Vladimir Jojic, Jun Lian, Ronald Chen, Hongtu Zhu, Ming C. Lin
MICCAI 2016
Real-time simulation for buried suture
Shan Yang, Wenlong Lu, Lixu Gu
CARS 2012
Projects
Multimodal Content Creation Training Infrastructure (MINT)
Supporting multimodal dance generation
AIST++ Dataset API
Developer tools and loaders for the AIST++ dataset
Diffusion from Scratch
Educational implementation of diffusion models
CocoCut App
Interactive creation and editing app