Biography
I am an appliedd scientist working with Dr. Mu Li and Dr. Alex Smola in Amazon AI. Before joining Amazon, I received my PhD at UC Merced under the supervision of Shawn Newsam. My research interests mainly focus on video understanding, representation learning, semantic segmentation, and flow/depth estimation.
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Please see my new personal webpage . This page will not be updated.
Recent News
12/2020: One survey paper on video action recognition is released together with GluonCV 0.9.0.
10/2020: One NeurIPS 2020 workshop paper on self-supervised representation learning is accepted.
08/2020: One WACV 2021 paper on semantic segmentation domain adaptation is accepted.
07/2020: One ECCV 2020 paper on video adversarial attack is accepted.
02/2020: I will organize a tutorial "A comprehensive tutorial on video modeling" in CVPR 2020.
01/2020: One JMLR paper on GluonCV and GluonNLP is accepted. Welcome to use our toolkits.
12/2019: One WACV 2020 paper on overhead image geolocalization is accepted.
07/2019: One BMVC 2019 paper on video anomaly detection is accepted.
06/2019: The code for our CVPR 2019 semantic segmentation work (oral) is released at here. Welcome to use our SOTA models on Cityscapes, CamVid and KITTI. The code supports Sync BN and mixed precision training by Nvidia Apex.
05/2019: Successfully passed dissertation defense. Thank you, Shawn, Trevor and Ming-Hsuan. My full dissertation on video understanding can be found at here.
02/2019: One CVPR 2019 paper on semantic segmentation is accepted as Oral presentation.
12/2018: One TMM paper on large-scale land use classification is accepted.
09/2018: Three ACCV 2018 papers are accepted, on fast video classification, video tempo learning and transfer learning.
07/2018: Our work on generating ground level views from satellite imagery is covered by MIT technology review, Internet of Business, GIS Lounge, DeepTech. We also had an interview with This Week in Machine Learning & AI and the Youtube link can be found here.
06/2018: Gave a talk about the winning solution of stereo matching in Robust Vision Challenge (ROB 2018) at CVPR 2018.
04/2018: Two ICIP 2018 papers are accepted on optical flow estimation.
02/2018: One CVPR 2018 paper on zero-shot action recognition is accepted.
Professional Activities
Conference Reviewer:
ICCV2021, ICML 2021, CVPR 2021, AAAI 2021, ICLR 2021, WACV 2021
NeurIPS 2020, BMVC2020, ECCV 2020, ICML 2020, CVPR 2020, AAAI 2020, ICLR 2020, WACV 2020
NeurIPS 2019, ICCV 2019, AVSS 2019, BMVC 2019, CVPR 2019, ICML 2019, ICLR 2019, WACV 2019
ECCV 2018, BMVC 2018, NeurIPS 2018, ACCV 2018, AVSS 2018
Journal Reviewer:
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)
International Journal of Computer Vision (IJCV)
Computer Vision and Image Understanding (CVIU)
IEEE Transactions on Image Processing (TIP)
Pattern Recognition (PR)
IEEE Transactions on Multimedia (TMM)
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
IEEE Transactions on Signal Processing (TSP)
IEEE Transactions on Wireless Communication (TWC)
Machine Vision and Applications (MVAP)
Journal of Visual Communication and Image Representation (JVCI)
International Journal of Digital Earth (IJDE)
Pervasive and Mobile Computing (PMC)
Technical Program Committee:
AVSS 2018
Invited Talks:
Amazon AWS, Feb 2019
ByteDance AI Lab, Jan 2019
Facebook AML, Jan 2019
WeRide.ai, Jan 2019
Awards
Outstanding Reviewer, BMVC 2020
Garduate Dean's Dissertation Fellowship, University of California, Merced 2019
Nvidia Hardware Grant, 2017-2019
Chancellors Graduate Fellowship, University of California, Merced 2014 - 2018
EECS Bobcat Fellowship, University of California, Merced 2014 - 2018
Student Travel Grant, US National Science Foundation (NSF) 2013, 2015, 2017
EECS Robb Award, University of Kansas 2013