NELVT, Dept. of CS, Peking University
Team Member of Camera Intelligence Group
Phd candidate at Peking University, Beijing, China
Advisors: Prof. Boxin Shi
Sept. 2019 ~ Present, in NELVT, Dept. of Computer Science
Bachelor of Engineering at Tianjin University, Tianjin, China
Sept. 2015 ~ Jul. 2019, in College of Intelligence and Computing
Jan. 2023 ~ Present, research intern at Beijing Academy of Artificial Intelligence (BAAI).
Feb. 2019 ~ Aug. 2019, research intern at Peng Cheng Lab.
Aug. 2018 ~ Nov. 2018, research intern at Tencent AI Lab.
- Reviewer of Conferences: CVPR, ICCV, ECCV
- Reviewer of Journals: TPAMI, IJCV.
Image and Video Synthesis
Zheng Chang*, Shuchen Weng*, Peixuan Zhang, Yu Li, Si Li, Boxin Shi. “L-CoIns: Language-based Colorization with Instance Awareness.” Accepted by CVPR 2023. [coming soon]
Shuchen Weng*, Jimeng Sun*, Yu Li, Si Li, Boxin Shi. “CT2: Colorization Transformer via Color Tokens.” Accepted by ECCV 2022 (Oral). [pdf][code]
Zheng Chang*, Shuchen Weng*, Yu Li, Si Li, Boxin Shi. “L-CoDer: Language-based Colorization with Color-object Decoupling Transformer.” Accepted by ECCV 2022. [pdf][code]
Shuchen Weng, Yi Wei, Ming-Ching Chang, Boxin Shi. “Instance Contour Adjustment via Structure-driven CNN.” Accepted by ECCV 2022. [pdf]
Jimeng Sun*, Shuchen Weng*, Zheng Chang, Si Li, Boxin Shi. “UniCoRN: A Unified Conditional Image Repainting Network”. Accepted by CVPR 2022. [pdf][code]
Shuchen Weng*, Hao Wu*, Zheng Chang, Jiajun Tang, Si Li, Boxin Shi. “L-CoDe: Language-based Colorization using Color-object Decoupled Conditions”. Accepted by AAAI 2022. [pdf][code]
Shuchen Weng, Wenbo Li, Dawei Li, Hongxia Jin, Boxin Shi. “Conditional Image Repainting via Semantic Bridging and Piecewise Value Function”. Accepted by ECCV 2020. [pdf][code]
Shuchen Weng* , Wenbo Li* , Dawei Li, Hongxia Jin, Boxin Shi. “MISC: Multi-condition Injection and Spatially-adaptive Compositing for Conditional Person Image Synthesis”. Accepted by CVPR 2020. [pdf][code]
Human Action Recognition
Yanbo Fan, Shuchen Weng, Yong Zhang, Boxin Shi, Yi Zhang. “Context-Aware Cross-Attention for SkeletonBased Human Action Recognition”. Accepted by IEEE Access 2020. [pdf]
Shuchen Weng* , Wenbo Li* , Yi Zhang, Siwei Lyu. “Dual-stream CNN for Structured Time Series Classification”. Accepted by ICASSP 2019. [pdf]
Exceptional award for Academic Innovation Award (北京大学学术创新奖), 1% in Peking University, 2022.
Outstanding Undergraduate Student Award, by China Computer Federation (CCF优秀大学生奖), China’s Annual Top 100 Undergraduate Students, 2019.
National Scholarship for Bachelor Student of Tianjin University (天津大学本科生国家奖学金), 2% in Tianjin University, 2017.