SageCopilot: An LLM-Empowered Autonomous Agent for Data Science as a Service.

Jiaming Chu

Yuan Liao 0003 Jiang Bian 0003 Yuhui Yun Shuo Wang Yubo Zhang Jiaming Chu Tao Wang Yuchen Li 0006 Xuhong Li 0002 Shilei Ji Haoyi Xiong SageCopilot: An LLM-Empowered Autonomous Agent for Data Science as a Service. 2026 January - February 642-656 19 IEEE Trans. Serv. Comput. 1 https://doi.org/10.1109/TSC.2025.3635384 db/journals/tsc/tsc19.html#LiaoBYWZCWLLJX26 streams/journals/tsc

Jiaming Chu Tao Wang 0011 Lei Jin 0003 Distilling Latent Manifolds: Resolution Extrapolation by Variational Autoencoders. 2026 March abs/2603.14536 CoRR https://doi.org/10.48550/arXiv.2603.14536 db/journals/corr/corr2603.html#abs-2603-14536 streams/journals/corr

Tao Wang 0011 Lei Jin 0003 Zhihua Wu Qiaozhi He Jiaming Chu Yu Cheng 0009 Junliang Xing Jian Zhao 0006 Shuicheng Yan Li Wang DrawMotion: Generating 3D Human Motions by Freehand Drawing. 2026 May abs/2605.20955 CoRR https://doi.org/10.48550/arXiv.2605.20955 db/journals/corr/corr2605.html#abs-2605-20955 streams/journals/corr

Tao Wang 0011 Zhihua Wu Qiaozhi He Jiaming Chu Ling Qian Yu Cheng 0009 Junliang Xing Jian Zhao 0006 Lei Jin 0003 StickMotion: Generating 3D Human Motions by Drawing a Stickman. 12370-12379 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Wang_StickMotion_Generating_3D_Human_Motions_by_Drawing_a_Stickman_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.01154 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#WangWHCQ0X0025 Jiaming Chu Yanzhuo Xiang Yuqi Li Chuanguang Yang Zhulin An Yongjun Xu 0001 Cross-Layer Graph Knowledge Distillation for Image Recognition. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10889632 conf/icassp/2025 db/conf/icassp/icassp2025.html#ChuXLYAX25 Daiheng Gao Shilin Lu Wenbo Zhou 0004 Jiaming Chu Jie Zhang 0073 Mengxi Jia Bang Zhang Zhaoxin Fan Weiming Zhang 0001 EraseAnything: Enabling Concept Erasure in Rectified Flow Transformers. 2025 ICML https://proceedings.mlr.press/v267/gao25j.html https://openreview.net/forum?id=vvBAZJh2nQ conf/icml/2025 db/conf/icml/icml2025.html#GaoLZC0JZF025

Jiaming Chu Lei Jin 0003 Tao Wang 0011 Junliang Xing Jian Zhao 0006 DiffBrush:Just Painting the Art by Your Hands. 2025 February abs/2502.20904 CoRR https://doi.org/10.48550/arXiv.2502.20904 db/journals/corr/corr2502.html#abs-2502-20904 streams/journals/corr

Tao Wang 0011 Zhihua Wu Qiaozhi He Jiaming Chu Ling Qian Yu Cheng 0009 Junliang Xing Jian Zhao 0006 Lei Jin 0003 StickMotion: Generating 3D Human Motions by Drawing a Stickman. 2025 March abs/2503.04829 CoRR https://doi.org/10.48550/arXiv.2503.04829 db/journals/corr/corr2503.html#abs-2503-04829 streams/journals/corr

Jiaming Chu Lei Jin 0003 Yinglei Teng Jianshu Li Yunchao Wei Zheng Wang 0007 Junliang Xing Shuicheng Yan Jian Zhao 0006 UniParser: Multi-Human Parsing With Unified Correlation Representation Learning. 5159-5171 2024 33 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2024.3456004 db/journals/tip/tip33.html#ChuJTLWWXYZ24 streams/journals/tip

Yuan Liao 0003 Jiang Bian 0003 Yuhui Yun Shuo Wang Yubo Zhang Jiaming Chu Tao Wang Kewei Li Yuchen Li 0006 Xuhong Li 0002 Shilei Ji Haoyi Xiong Towards Automated Data Sciences with Natural Language and SageCopilot: Practices and Lessons Learned. 2024 abs/2407.21040 CoRR https://doi.org/10.48550/arXiv.2407.21040 db/journals/corr/corr2407.html#abs-2407-21040 streams/journals/corr

Shimin Chen Wei Li 0012 Jiaming Chu Chen Chen 0114 Chen Zhang 0013 Yandong Guo Technical Report for SoccerNet Challenge 2022 - Replay Grounding Task. 2024 abs/2411.00881 CoRR https://doi.org/10.48550/arXiv.2411.00881 db/journals/corr/corr2411.html#abs-2411-00881 streams/journals/corr

Daiheng Gao Shilin Lu Shaw Walters Wenbo Zhou 0004 Jiaming Chu Jie Zhang 0073 Bang Zhang Mengxi Jia Jian Zhao 0006 Zhaoxin Fan Weiming Zhang 0001 EraseAnything: Enabling Concept Erasure in Rectified Flow Transformers. 2024 abs/2412.20413 CoRR https://doi.org/10.48550/arXiv.2412.20413 db/journals/corr/corr2412.html#abs-2412-20413 streams/journals/corr

Jiaming Chu Lei Jin 0003 Xiaojin Fan Yinglei Teng Yunchao Wei Yuqiang Fang Junliang Xing Jian Zhao 0006 Single-Stage Multi-human Parsing via Point Sets and Center-based Offsets. 1863-1873 2023 ACM Multimedia https://doi.org/10.1145/3581783.3611993 https://www.wikidata.org/entity/Q130869199 conf/mm/2023 db/conf/mm/mm2023.html#ChuJFTWFXZ23

Jiaming Chu Lei Jin 0003 Junliang Xing Jian Zhao 0006 Single-stage Multi-human Parsing via Point Sets and Center-based Offsets. 2023 abs/2304.11356 CoRR https://doi.org/10.48550/arXiv.2304.11356 db/journals/corr/corr2304.html#abs-2304-11356

Jian Zhao 0006 Jianan Li 0001 Lei Jin 0003 Jiaming Chu Zhihao Zhang Jun Wang 0041 Jiangqiang Xia Kai Wang 0036 Yang Liu 0356 Sadaf Gulshad Jiaojiao Zhao Tianyang Xu 0001 Xuefeng Zhu 0003 Shihan Liu Zheng Zhu Guibo Zhu Zechao Li Zheng Wang 0007 Baigui Sun Yandong Guo Shinichi Satoh 0001 Junliang Xing Jane Shengmei Shen The 3rd Anti-UAV Workshop & Challenge: Methods and Results. 2023 abs/2305.07290 CoRR https://doi.org/10.48550/arXiv.2305.07290 db/journals/corr/corr2305.html#abs-2305-07290

Jiaming Chu Lei Jin 0003 Junliang Xing Jian Zhao 0006 UniParser: Multi-Human Parsing with Unified Correlation Representation Learning. 2023 abs/2310.08984 CoRR https://doi.org/10.48550/arXiv.2310.08984 db/journals/corr/corr2310.html#abs-2310-08984

Wenhua Chen 0002 Xin Liu 0063 Jiaming Chu Huibo Wu Zhenghe Feng Fadhel M. Ghannouchi A Low Complexity Moving Average Nested GMP Model for Digital Predistortion of Broadband Power Amplifiers. 2070-2083 2022 69 IEEE Trans. Circuits Syst. I Regul. Pap. 5 https://doi.org/10.1109/TCSI.2022.3150408 db/journals/tcasI/tcasI69.html#ChenLCWFG22

Silvio Giancola Anthony Cioppa Adrien Deliège Floriane Magera Vladimir Somers Le Kang Xin Zhou 0024 Olivier Barnich Christophe De Vleeschouwer Alexandre Alahi Bernard Ghanem Marc Van Droogenbroeck Abdulrahman Darwish Adrien Maglo Albert Clapés Andreas Luyts Andrei Boiarov Artur Xarles Astrid Orcesi Avijit Shah Baoyu Fan Bharath Comandur Chen Chen 0114 Chen Zhang 0013 Chen Zhao 0002 Chengzhi Lin Cheuk-Yiu Chan Chun Chuen Hui Dengjie Li Fan Yang 0032 Fan Liang Fang Da Feng Yan Fufu Yu Guanshuo Wang H. Anthony Chan He Zhu Hongwei Kan Jiaming Chu Jianming Hu Jianyang Gu Jin Chen João V. B. Soares Jonas Theiner Jorge De Corte José Henrique Brito Jun Zhang 0018 Junjie Li Junwei Liang 0001 Leqi Shen Lin Ma 0002 Lingchi Chen Miguel Santos Marques Mike Azatov Nikita Kasatkin Ning Wang Qiong Jia 0004 Quoc-Cuong Pham Ralph Ewerth Ran Song 0001 Rengang Li Rikke Gade Ruben Debien Runze Zhang Sangrok Lee Sergio Escalera Shan Jiang 0006 Shigeyuki Odashima Shimin Chen Shoichi Masui Shouhong Ding Sin-wai Chan Siyu Chen Tallal El Shabrawy Tao He Thomas B. Moeslund Wan-Chi Siu Wei Zhang 0021 Wei Li 0012 Xiangwei Wang Xiao Tan 0001 Xiaochuan Li 0001 Xiaolin Wei Xiaoqing Ye Xing Liu Xinying Wang Yandong Guo Yaqian Zhao Yi Yu 0001 Yingying Li Yue He Yujie Zhong Zhenhua Guo 0003 Zhiheng Li 0001 SoccerNet 2022 Challenges Results. 75-86 2022 MMSports@MM https://doi.org/10.1145/3552437.3558545 https://www.wikidata.org/entity/Q130896250 conf/mm/2022mmsports db/conf/mm/mmsports2022.html#GiancolaCDMSKZB22

Shimin Chen Wei Li 0012 Chen Chen 0114 Jianyang Gu Jiaming Chu Xunqiang Tao Yandong Guo SEAL: A Large-scale Video Dataset of Multi-grained Spatio-temporally Action Localization. 2022 abs/2204.02688 CoRR https://doi.org/10.48550/arXiv.2204.02688 db/journals/corr/corr2204.html#abs-2204-02688

Silvio Giancola Anthony Cioppa Adrien Deliège Floriane Magera Vladimir Somers Le Kang Xin Zhou 0024 Olivier Barnich Christophe De Vleeschouwer Alexandre Alahi Bernard Ghanem Marc Van Droogenbroeck Abdulrahman Darwish Adrien Maglo Albert Clapés Andreas Luyts Andrei Boiarov Artur Xarles Astrid Orcesi Avijit Shah Baoyu Fan Bharath Comandur Chen Chen 0114 Chen Zhang 0013 Chen Zhao 0002 Chengzhi Lin Cheuk-Yiu Chan Chun Chuen Hui Dengjie Li Fan Yang 0032 Fan Liang Fang Da Feng Yan Fufu Yu Guanshuo Wang H. Anthony Chan He Zhu Hongwei Kan Jiaming Chu Jianming Hu Jianyang Gu Jin Chen João V. B. Soares Jonas Theiner Jorge De Corte José Henrique Brito Jun Zhang 0018 Junjie Li Junwei Liang 0001 Leqi Shen Lin Ma 0002 Lingchi Chen Miguel Santos Marques Mike Azatov Nikita Kasatkin Ning Wang Qiong Jia 0004 Quoc-Cuong Pham Ralph Ewerth Ran Song 0001 Rengang Li Rikke Gade Ruben Debien Runze Zhang Sangrok Lee Sergio Escalera Shan Jiang 0006 Shigeyuki Odashima Shimin Chen Shoichi Masui Shouhong Ding Sin-wai Chan Siyu Chen Tallal El Shabrawy Tao He Thomas B. Moeslund Wan-Chi Siu Wei Zhang 0021 Wei Li 0012 Xiangwei Wang Xiao Tan 0001 Xiaochuan Li 0001 Xiaolin Wei Xiaoqing Ye Xing Liu Xinying Wang Yandong Guo Yaqian Zhao Yi Yu 0001 Yingying Li Yue He Yujie Zhong Zhenhua Guo 0003 Zhiheng Li 0001 SoccerNet 2022 Challenges Results. 2022 abs/2210.02365 CoRR https://doi.org/10.48550/arXiv.2210.02365 db/journals/corr/corr2210.html#abs-2210-02365

Xin Liu 0063 Wenhua Chen 0002 Jiaming Chu Fadhel M. Ghannouchi Zhenghe Feng Multi-Stream Spatial Digital Predistortion for Fully-Connected Hybrid Beamforming Massive MIMO Transmitters. 2998-3011 2021 68 IEEE Trans. Circuits Syst. I Regul. Pap. 7 https://doi.org/10.1109/TCSI.2021.3072591 db/journals/tcasI/tcasI68.html#LiuCCGF21

Alexandre Alahi Zhulin An Mike Azatov Olivier Barnich Jiang Bian 0003 Andrei Boiarov José Brito 0001José Henrique Brito Cheuk-Yiu Chan H. Anthony Chan Sin-wai Chan Chen Chen 0114 Jin Chen Lingchi Chen Shimin Chen Siyu Chen Wenhua Chen 0002 Yu Cheng 0009 Anthony Cioppa Albert Clapés Bharath Comandur Jorge De Corte Fang Da Abdulrahman Darwish Ruben Debien Adrien Deliège Shouhong Ding Marc Van Droogenbroeck Tallal ElshabrawyTallal El Shabrawy Sergio Escalera Ralph Ewerth Baoyu Fan Xiaojin Fan Zhaoxin Fan Yuqiang Fang Zhenghe Feng Rikke Gade Daiheng Gao Bernard Ghanem Fadhel M. Ghannouchi Silvio Giancola Jianyang Gu Sadaf Gulshad Yandong Guo Zhenhua Guo 0003 Qiaozhi He Tao He Yue He Jianming Hu Chun Chuen Hui Shilei Ji Mengxi Jia Qiong Jia 0004 Shan Jiang 0006 Lei Jin 0003 Hongwei Kan Le Kang Nikita Kasatkin Sangrok Lee Dengjie Li Jianan Li 0001 Jianshu Li Junjie Li Kewei Li RenGang LiRengang Li Wei Li 0012 Xiaochuan Li 0001 Xuhong Li 0002 Yingying Li Yuchen Li 0006 Yuqi Li Zechao Li Zhiheng Li 0001 Fan Liang Junwei Liang 0001 Yuan Liao 0003 Chengzhi Lin Shihan Liu Xin Liu 0063 Xing Liu Yang Liu 0356 Shilin Lu Andreas Luyts Lin Ma 0002 Floriane Magera Adrien Maglo Miguel Santos Marques Shoichi Masui Thomas B. Moeslund Shigeyuki Odashima Astrid Orcesi Quoc Cuong PhamQuoc-Cuong Pham Ling Qian Shin'ichi Satoh 0001Shinichi Satoh 0001 Avijit Shah Leqi Shen Shengmei ShenJane Shengmei Shen Wan-Chi Siu João V. B. Soares Vladimir Somers Ran Song 0001 Baigui Sun Xiao Tan 0001 Xunqiang Tao Yinglei Teng Jonas Theiner Christophe De Vleeschouwer Shaw Walters Guanshuo Wang Jun Wang 0041 Kai Wang 0036 Li Wang Ning Wang Shuo Wang Tao Wang Tao Wang 0011 Xiangwei Wang Xinying Wang Zheng Wang 0007 Xiaolin Wei Yunchao Wei Huibo Wu Zhihua Wu Artur Xarles Jiangqiang Xia Yanzhuo Xiang Junliang Xing Haoyi Xiong Tianyang Xu 0001 Yongjun Xu 0001 Feng Yan Shuicheng Yan Chuanguang Yang Fan Yang 0032 Xiaoqing Ye Fufu Yu Yi Yu 0001 Yuhui Yun Bang Zhang Chen Zhang 0013 Jie Zhang 0073 Jun Zhang 0018 Runze Zhang Wei Zhang 0021 Weiming Zhang 0001 Yubo Zhang Zhihao Zhang Chen Zhao 0002 Jian Zhao 0006 Jiaojiao Zhao Yaqian Zhao Yujie Zhong Wenbo Zhou 0004 Xin Zhou 0024 Guibo Zhu He Zhu Xuefeng Zhu 0003 Zheng Zhu