Tianlang Chen
PhD Student
Computer Science Deaprtment, University of Rochester.
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About Me

I am a fifth-year PhD student in the Computer Science Department, University of Rochester, advised by Prof. Jiebo Luo. My current research interests lie in Computer Vision, Natural Language Processing and Deep Learning. I have spent time at Google Research, Adobe Research, Bytedance AI Lab U.S. and Tencent Youtu Lab as a research intern during my Ph.D. career. Prior to this, I obtained my bachelor degree from Electronic and Information Engineering, University of Science and Technology of China, supervised by Prof. Xinmei Tian.

Selected Publications [Full List]

TransVG: End-to-End Visual Grounding with Transformers
Jiajun Deng, Zhengyuan Yang, Tianlang Chen, Wengang Zhou, Houqiang Li
under review [PDF]
Anatomy-aware 3D Human Pose Estimation with Bone-based Decomposition
Tianlang Chen, Chen Fang, Xiaohui Shen, Yiheng Zhu, Zhili Chen and Jiebo Luo
IEEE Transactions on Circuits and Systems for Video Technology [PDF], [Code]
Image Sentiment Transfer
Tianlang Chen, Wei Xiong, Haitian Zheng, Jiebo Luo
Brave and New Ideas Track, ACM Multimedia Conference, Seattle, WA, October 2020 (Oral) [PDF], [dataset]
Grounding-Tracking-Integration
Zhengyuan Yang, Tushar Kumar, Tianlang Chen, Jingsong Su, Jiebo Luo
IEEE Transactions on Circuits and Systems for Video Technology [PDF]
Adaptive Offline Quintuplet Loss for Image-Text Matching
Tianlang Chen, Jiajun Deng and Jiebo Luo
European Conference on Computer Vision (ECCV), Glasgow, UK, August 2020 [PDF], [Code]
Improving One-stage Visual Grounding by Recursive Sub-query Construction
Zhengyuan Yang, Tianlang Chen, Liwei Wang and Jiebo Luo
European Conference on Computer Vision (ECCV), Glasgow, UK, August 2020 [PDF], [Code]
Example-Guided Image Synthesis across Arbitrary Scenes using Masked Spatial-Channel Attention and Self-Supervision
Haitian Zheng, Haofu Liao, Lele Chen, Wei Xiong, Tianlang Chen, and Jiebo Luo
European Conference on Computer Vision (ECCV), Glasgow, UK, August 2020 [PDF], [Code]
Expressing Objects just like Words: Recurrent Visual Embedding for Image-Text Matching
Tianlang Chen, and Jiebo Luo
AAAI Conference on Artificial Intelligence (AAAI), New York, NY, February 2020 [PDF],
Large-scale Tag-based Font Retrieval with Generative Feature Learning
Tianlang Chen, Zhaowen Wang, Ning Xu, Hailin Jin and Jiebo Luo
International Conference on Computer Vision (ICCV), Seoul, South Korea, October 2019 [PDF], [dataset]
Adaptive Filtering for Event Recognition from Noisy Signal: an Application to Earthquake
Zhongping Zhang, Youzuo Lin, Zheng Zhou and Tianlang Chen
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, UK, May 2019 [PDF],
Factual or Emotional: Stylized Image Captioning with Adaptive Learning and Attention
Tianlang Chen, Zhongping Zhang, Quanzeng You, Chen Fang, Zhaowen Wang, Hailin Jin and Jiebo Luo
European Conference on Computer Vision (ECCV), Munich, Germany, September 2018 [PDF],
How to Become Instagram Famous: Post Popularity Prediction with Dual-Attention
Zhongping Zhang, Tianlang Chen, Zheng Zhou, Jiaxin Li, Jiebo Luo
IEEE International Conference on Big Data (Big Data), Seattle, WA, December 2018 [PDF],
You Type a Few Words and We Do the Rest: Image Recommendation for Social Multimedia Posts
Tianlang Chen, Yuxiao Chen, Han Guo, Jiebo Luo
IEEE International Conference on Big Data (Big Data), Seattle, WA, December 2018 [PDF],
Improving Text-based Person Search by Spatial Matching and Adaptive Threshold
Tianlang Chen, Chenliang Xu, Jiebo Luo
Winter Conference on Computer Vision (WACV), Lake Tahoe, NV, March 2018 [PDF],
When E-commerce Meets Social Media: Identifying Business on WeChat Moment Using Bilateral-Attention LSTM
Tianlang Chen, Yuxiao Chen, Han Guo and Jiebo Luo
The Web Conference (WWW), Lyon, France, April 2018 [PDF],
When Saliency Meets Sentiment: Understanding How Image Content Invokes Emotion and Sentiment
Honglin Zheng, Tianlang Chen, Quanzeng You, Jiebo Luo
International Conference on Image Processing (ICIP), Beijing, China, September 2017 [PDF],
A Selfie is Worth a Thousand Words: Mining Personal Patterns behind User Selfie-posting Behaviours
Tianlang Chen, Yuxiao Chen and Jiebo Luo
World Wide Web Conference (WWW), Perth, Australia, April 2017 [PDF],

Experience

  • Research Intern (2020.5-2020.8), Google Research, Mountain View, CA
  • Research Intern (2019.5-2019.8), ByteDance AI Lab, Palo Alto, CA
  • Research Intern (2018.5-2018.8), Adobe Inc., San Jose, CA
  • Research Intern (2017.5-2017.8), Tencent Youtu Lab, China
  • Research Intern (2015.7-2015.9), Institute of Computing Technology (ICT), CAS, China