Zhaohe Liao
Minhang,Shanghai
Summary
Collaborative Ph. D. student researcher working towards degree. Strong analytical skills and written communication abilities to convey data findings. Looking for intern now, preferably related with large multimodal models and its reasoning ability.
Overview
4
4
years of professional experience
Work History
Student Researcher
Shanghai Jiao Tong University
Minhang , Shanghai
2021.08 - Current
- Research on Reasoning in Vision
- Applied causal reasoning to Image Matting for eliminating the false correlation in matting models and introduce the reasoning process.
- Outcomes a paper in submission to ECCV 2024
- Enhance the compositional reasoning ability of video-question answering models with structural information assisted graph-based reasoning.
- Outcomes a paper: Align and Aggregate: Compositional Reasoning with Video Alignment and Answer Aggregation for Video Question-Answering: Zhaohe Liao; Jiangtong Li; Li Niu; Liqing Zhang. In CVPR (2024)
Student Intern
SenseTime
Minhang , Shanghai
2021.10 - 2022.08
- Research on image matting
- Utilizing the dynamic networks and fine-grained class of pixels to assist matting
- Outcomes a paper in submission to TMM
Student Researcher
Beijing Institute of Technology
Haidian , Beijing
2020.06 - 2021.07
- Research on spatio-temporal crowd-sourcing.
- Developed a cross-platform ride-sharing mechanism to profits for drivers and all involved platforms.
- Results in: Cross Online Ride-sharing for Multiple-Platform Cooperations in Spatial Crowdsourcing: Yurong Cheng; Zhaohe Liao; Xiaosong Huang; Yi Yang; Xiangmin Zhou; Ye Yuan; Guoren Wang. In ICDE (2024)
Education
Ph.D. - Computer Science
Shanghai Jiao Tong University
Shanghai2026-06
Bachelor of Science - Computer Science
Beijing Institute of Technology
Beijing2021-06
High School Diploma -
Heifei 168 High School
Anhui2017-06
Skills
- Video Understanding and Video Question Answering
- Multimodal LLMs
- Causal Reasoning
- Image Editing
Timeline
Student Intern
SenseTime
2021.10 - 2022.08
Student Researcher
Shanghai Jiao Tong University
2021.08 - Current
Student Researcher
Beijing Institute of Technology
2020.06 - 2021.07
Ph.D. - Computer Science
Shanghai Jiao Tong University
Bachelor of Science - Computer Science
Beijing Institute of Technology
High School Diploma -
Heifei 168 High School
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