Siwei Yang

Ph.D. in Computer Science

UC Santa Cruz

Biography

The fight itself towards the summits suffices to fill a heart of man.

Siwei Yang is a first-year Ph.D. student at UCSC supervised by Prof. Cihang Xie.

He received his Bachelor’s Degree in Computer Science at Tongji University, Shanghai, China. He was an research assistant supervised by Prof. Yin Wang at Tongji University. After graduation, he has worked as a visiting research assistant at MMLab@HKUST under the supervision of Prof. Dan Xu and a research summer intern at CCVL@JHU under the supervision of Prof. Alan Yuille and Prof. Hang Zhao.

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Interests

Semantic/Instance Segmentation
Multi-task Learning
Multi-modal Vision
Category Discovery

Education

Ph.D. in Computer Science, 2023 - Present

UC Santa Cruz
B.Eng. in Computer Science, 2017 - 2021

Tongji University

News

03/2023: Will join VLAA Lab@UCSC as a PhD student this year.
11/27/2022: Got arrested on-site for protesting in Shanghai, reached the pinnacle of my Chinese citizenship.
11/2022: One paper is accepted by AAAI 2023.
10/2022: One paper is accepted by BMVC 2022 as Oral.
04/2022: We are organizing the 1st OOD-CV workshop at ECCV 2022.
06/2022: Will join CCVL@JHU as a research summer intern supervised by Prof. Alan Yuille and Prof. Hang Zhao.
05/2021: Will join MMLab@HKUST as a visiting RA supervised by Prof. Dan Xu this summer.

Publications

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Siwei Yang, Bingchen Zhao, Cihang Xie (2024). AQA-Bench: An Interactive Benchmark for Evaluating LLMs' Sequential Reasoning Ability. In submission to ICML 2024.

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Siwei Yang, Longlong Jing, Junfei Xiao, Hang Zhao, Alan Yuille, Yingwei Li (2022). AsyInst: Asymmetric Affinity with DepthGrad and Color for Box-Supervised Instance Segmentation. Preprint.

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Siwei Yang, Hangrong Ye, Dan Xu (2022). Contrastive Multi-Task Dense Prediction. AAAI 2023.

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