Tianjian Meng

(Tien-Chien Meng 孟天健)

2317 Speedway, Austin, TX 78712

(412) 888-9277

mengtianjian@utexas.edu

I'm currently a PhD student at UT Austin, advised by Prof. Philipp Krähenbühl. I was a Software Engineer at Google Cloud, working closely with Dr. Mingxing Tan, Dr. Yin Cui, Dr. Quoc Le and Prof. Ming-Hsuan Yang. I received my Bachelor of Science in Computer Science from University of Pittsburgh summa cum laude. I'm lucky to have worked with Prof. Zhangyang (Atlas) Wang at UT Austin and Prof. Xiaolong Wang at Carnegie Mellon University.

GitHub / LinkedIn / Google Scholar / CV

Publications

DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection

Yingwei Li*, Adams Wei Yu*, Tianjian Meng, Ben Caine, Jiquan Ngiam, Daiyi Peng, Junyang Shen, Bo Wu, Yifeng Lu, Denny Zhou, Quoc V. Le, Alan Yuille, Mingxing tan

In The IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Towards the Co-design of Neural Networks and Accelerators

Yanqi Zhou, Xuanyi Dong, Tianjian Meng, Mingxing Tan, Berkin Akin, Daiyi Peng, Amir Yazdanbakhsh, Da Huang, Ravi Narayanaswami, James Laudon

In Fifth Conference on Machine Learning and Systems (MLSys).

Spatiotemporal Contrastive Video Representation Learning

Rui Qian*, Tianjian Meng*, Boqing Gong, Ming-Hsuan Yang, Huisheng Wang, Serge Belongie, Yin Cui

In The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2021.

A Design Space Study for LISTA and Beyond

Tianjian Meng*, Xiaohan Chen*, Yifan Jiang, Zhangyang Wang

In The 9th International Conference on Learning Representations (ICLR), May 2021.

Go Wide, Then Narrow: Efficient Training of Deep Thin Networks

Denny Zhou, Mao Ye, Chen Chen*, Tianjian Meng*, Mingxing Tan*, Xiaodan Song, Quoc Le, Qiang Liu, Dale Schuurmans

In The 37th International Conference on Machine Learning (ICML), July 2020.

SSN: Learning Sparse Switchable Normalization via SparsestMax

Wenqi Shao*, Tianjian Meng*, Jingyu Li, Ruimao Zhang, Yudian Li, Xiaogang Wang, Ping Luo

In The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2019.


Research Experiences

The University of Texas at Austin

Aug 2021 - Present
PhD Student

Google Research

Sep 2019 - Aug 2021
Software Engineer

Carnegie Mellon University

Jan 2019 - Jul 2019
Research Assistant

Education

The University of Texas at Austin

Aug 2021 - Present

Austin, TX

Doctor of Philosophy in Computer Science

University of Pittsburgh

Aug 2016 - Aug 2019

Pittsburgh, PA

Bachelor of Science in Computer Science (summa cum laude)

Carnegie Mellon University

May 2017 - May 2018

Pittsburgh, PA

Visiting/Non-Degree Student

Beijing Jiaotong University

Sep 2014 - Jun 2016

Beijing, China

Bachelor of Engineering, Discontinued (Transferred out)