Shuchen Weng

Technical Staff

Beijing Academy of Artificial Intelligence (BAAI)

Email: shuchenweng[at]pku.edu.cn

Education

Phd at Peking University, Beijing, China

Advisors: Prof. Boxin Shi

Sep. 2019 ~ Jun. 2024, in NELVT, Dept. of Computer Science
Bachelor of Engineering at Tianjin University, Tianjin, China

Sep. 2015 ~ Jul. 2019, in College of Intelligence and Computing

Jul. 2024 ~ Present, technical staff at Beijing Academy of Artificial Intelligence (BAAI).
Jan. 2023 ~ Jun. 2024, 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.

TPAMI x 1, CVPR x 6, ECCV x 5, ICCV x 1, NeurIPS x 2, AAAI x 2

Shuchen Weng*, Haojie Zheng*, Zheng Chang, Si Li, Boxin Shi, Xinlong Wang. “Audio-Sync Video Generation with Multi-Stream Temporal Control.” Arxiv 2025. [pdf]
Yifei Xia*, Shuchen Weng*, Siqi Yang, Jingqi Liu, Chengxuan Zhu, Minggui Teng, Zijian Jia, Han Jiang, Boxin Shi. “PanoWan: Lifting Diffusion Video Generation Models to 360 with Latitude/Longitude-aware Mechanisms”. ArXiv 2025. [pdf]
Shuchen Weng*, Haojie Zheng*, Peixuan Zhan, Yuchen Hong, Han Jiang, Si Li, Boxin Shi. “VIRES: Video Instance Repainting with Sketch and Text Guidance”. Accepted by CVPR 2025. [pdf]
Zheng Chang, Shuchen Weng, Huan Ouyang, Yu Li, Si Li, Boxin Shi. “L-C4: Language-Based Video Colorization for Creative and Consistent Color”. ArXiv 2024. [pdf]

Peixuan Zhang*, Shuchen Weng*, Chengxuan Zhu, Binghao Tang, Zijian Jia, Si Li, Boxin Shi. “Affective Image Editing: Shaping Emotional Factors via Text Descriptions.” ArXiv 2025. [pdf]
Ziqi Cai, Shuchen Weng, Yifei Xia, Boxin Shi. “PhyS-EdiT: Physics-aware Semantic Image Editing with Text Description.” Accepted by CVPR 2025. [pdf]
Shuchen Weng*, Peixuan Zhang*, Zheng Chang, Xinlong Wang, Si Li, Boxin Shi. “Affective Image Filter: Reflecting Emotions from Text to Images.” Accepted by ICCV 2023. [pdf][code]
Shuchen Weng, Yi Wei, Ming-Ching Chang, Boxin Shi. “Instance Contour Adjustment via Structure-driven CNN.” Accepted by ECCV 2022. [pdf]

Yuchen Hong*, Haofeng Zhong*, Shuchen Weng, Jinxiu Liang, Boxin Shi. “L-DiffER: Single image reflection removal with language-based diffusion model.” Accepted by ECCV 2024. [pdf]
Haofeng Zhong*, Yuchen Hong*, Shuchen Weng, Jinxiu Liang, Boxin Shi. “Language-guided Image Reflection Separation.” Accepted by CVPR 2024. [pdf]
Zheng Chang*, Shuchen Weng*, Peixuan Zhang, Yu Li, Si Li, Boxin Shi. “L-CAD: Language-based Colorization with Any-level Descriptions.” Accepted by NeurIps 2023 (Spotlight). [pdf][code]
Zheng Chang*, Shuchen Weng*, Peixuan Zhang, Yu Li, Si Li, Boxin Shi. “L-CoIns: Language-based Colorization with Instance Awareness.” Accepted by CVPR 2023. [pdf][code]
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*, 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, Boxin Shi. “Conditional Image Repainting.” Accepted by TPAMI 2023. [pdf]
Jiajun Tang, Haofeng Zhong, Shuchen Weng, Boxin Shi. “LuminAIRe: Illumination-Aware Conditional Image Repainting for Lighting-Realistic Generation.” Accepted by NeurIPS 2023. [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, 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]

Yean Cheng, Renjie Wan, Shuchen Weng, Chengxuan Zhu, Yakun Chang, Boxin Shi. “Colorizing Monochromatic Radiance Fields.” Accepted by AAAI 2024 (Oral). [pdf]
Shuchen Weng* , Wenbo Li* , Yi Zhang, Siwei Lyu. “Dual-stream CNN for Structured Time Series Classification”. Accepted by ICASSP 2019. [pdf]

Huawei TopMinds Program (华为天才少年), 2024.

Alibaba Taotian Group T-star Program (阿里淘天T-Star), 2024.

National Scholarship for graduate Student of Peking University (北京大学博士生国家奖学金), 2% in Peking University, 2023.

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.