HTTP/2 200
content-type: text/html; charset=utf-8
x-frame-options: DENY
vary: Sec-Fetch-Dest, Sec-Fetch-Mode, Sec-Fetch-Site
cache-control: no-cache, no-store, max-age=0, must-revalidate
pragma: no-cache
expires: Mon, 01 Jan 1990 00:00:00 GMT
date: Mon, 29 Dec 2025 17:54:00 GMT
content-security-policy: base-uri 'self';object-src 'none';report-uri /_/view/cspreport;script-src 'report-sample' 'nonce-zgHElQmjFM5yR958wV6msg' 'unsafe-inline' 'unsafe-eval';worker-src 'self';frame-ancestors https://google-admin.corp.google.com/
cross-origin-opener-policy: unsafe-none
reporting-endpoints: default="/web-reports?jobset=prod&wcrumsspbp=false&bl=editors.sites-viewer-frontend_20251210.02_p1&app=25&clss=1&context=eJwNz2lUVAUAxfHnm_euhiAxgA6kML5RG0RtoCwUCKaRGVIzl3Im7QiJI-ACCggqlXCMXFqOVu4piqgo4oqKqWVi5ZIlpRmFO46yzgyL4JJ0P_zO-Z_77Xqc7VXYwyqU9bQK4_2swjvks8oq9Kdn661Crw1WQSqyCn5kPGQVrDetQjJVNlqFP2lagE1Io7Z-NkEKsgkLBtiEAkqKswmZlEPLaGToNeEZYcg1IYhi7rSIFjLktYsR5MxvFzto0ewOMZ_OR3WKVXQyulM8Sw_tneIz2rWyU9xP0y88EmdRmtAlZlNn3y5R6Nclti3sEp_Sy5NUqkiKyVepLDTxnko1hRY6R0p5JK6Pkjzo-N4o6UeKj4iWxpN7tFF6RP_mviHdpXSYpBxaM88kbaakbJM0m8QDJsmDRhw1SUbqCI2TuihiVpwUSwPnx0lD6RNHnPQ52YabpUQ6f8QsVdM3X1qkYiqhCrrfYZGctH52vLSV7qrflBqopvtoqZZyJhXKS6ghpVBupb-PFcq3qKp1q1xN2reLZD19ULNdTqWPnNvlAjqRUixX0p45xfIhunC3WP6DNAd3yFq6NG6nfJW8CnbJ_hQQXCL3J_17JbKBJtbvkadQLi2lsDGl8gjaPa5UPki3Z5TKdXSqpFT-iapOl8nVlJG0T15M9XP3yS20saxeLqJz5xrky2SLaZQTaeqZRjmJrtqa5OvkvalJ7kOqe57oSQe8vVBBgyq8MIyune2Fm5Qd7o2P6a1Cb7xLjh3Po5lKH_jgMKXU-2AedTeo4U3dFF88R4df88UJio3wRTzt_sAXByn8uh9GUrbaHx_TV4v9sZHuf-oPJy0p6o1l9GJNb7xEHnP6QE2P0_rAI70PVmg1WE3JwzWos2vgpvIyDU5S53kNhAsafLgtAJ_QlaIA1FDOykAsocfOQIiuQGzuCMQOql31AhppjbEvNtLU0X2RSFdLg3DunyBcIr0zCAZ61x2EKXR0ajCOzwzG91RfHowWGtNdi0l0-DUtP2txO1WL5gotHlLu9v5YSqOc_TGW5rykIItetSiIJP8FCvrRkwIFqk8VnFiuoJJmb1WQSacuKThDnr8p8KEOekrm3xWMoRIqI5_LCnrTF88UrKGiMB320H9ROsjROhyI0aGCGlN1aCPXIh3aaXWuDmtpyhUdplPC_gFIprbyAXhKo62DMJHu2gahgVq89HhMz_no0YuUIXoMpl-K9Pid_nLocYMqvENwmmp9QtBI1b4huE1P_EKg8g9BlRCJi6WR-JNKx0XhMHUJ0ejeLRqRPaMxhuatjcZCmqp5HUlU89XrqCW7KgazyGNgDNRUMyQWtXTaFIvLpDsbi1CaazJiAVWvN6LushFuyq83YgUtDTDhM1ptNmED9baboCH3HBMekVM1Cl3kP34U-pHX-2y60TwKDvJNMkNDyXlmpJOu2IxQ2rLLjJ004pwZRmrKsqCdlL0WDKaWMgseU94tC5bT18PisYkqb8bjIt1YeQcOSnhwBzNIPaEWgeTxqBZqWjfUgW8pI8-BxaQ944CebGkPkEhzix9gARk86xBBix7WIZ82X6_HDqpqrEc12Sc34NDCBnxH979oQFJwE1Jorb0JW6gpqhntNOBYM9TLndh7wIlymh_tgjLNhcGUle7C3qUu3PvcBdsqF9bVuNB0ywXDK24kznQjhVrXuPGECo64sYlujm3Br7Na4LuvBRqa4NcKR0Irxk1vxQ-xbZi8uA01uW2YUNmGHNo2rQOhyR342bMTsUon1J49KvIuXsDzq9YeKRcDpcmp9hxliH1GalZ6RuawzNQse-bQbG72jKEzM9LTsuxpMxLCDeHDw8LDDMMM4Qnzwv4HO826_g&build-label=editors.sites-viewer-frontend_20251210.02_p1&imp-sid=CIabweyu45EDFYXh3gIdoPYQGA&is-cached-offline=false"
document-policy: include-js-call-stacks-in-crash-reports
referrer-policy: strict-origin-when-cross-origin
server: ESF
x-xss-protection: 0
x-content-type-options: nosniff
content-encoding: gzip
Le Hou
I like board games, sim racing, and music.
Now I work in Google DeepMind .
I received my PhD degree at Stony Brook University. Before that, I worked at Baidu.
Research of interests: deep learning, computer vision, natural language processing.
Code for instruction tuning: Flan v2.
Code for instruction following eval.
Code for Token Dropping for Efficient BERT Pretraining. ACL 2022.
SBU shadow dataset for Large Scale Shadow Annotation And Detection Using Lazy Annotation and Stacked CNNs. PAMI 2019.
Code and data for Robust Histopathology Image Analysis: to Label or to Synthesize? Oral in CVPR. 2019.
Individual lymphocyte classification dataset , and code and data and a Pytorch implementation (Thanks to Mihir Sahasrabudhe) for Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images. Pattern Recognition. 2018.
Code for Spatial Organization and Molecular Correlation of Tumor-Infiltrating Lymphocytes Using Deep Learning on Pathology Images. Cell Reports. 2018.
Code for Squared Earth Mover's Distance Loss for Training Deep Neural Networks on Ordered-Classes. NeurIPS workshop on Learning on Distributions, Functions, Graphs and Groups. 2017.
Code for ConvNets with Smooth Adaptive Activation Functions for Regression. AISTATS. 2017.
Nucleus classification dataset for Center-Focusing Multi-task CNN with Injected Features for Classification of Glioma Nuclear Images. WACV. 2017.
