翁荻
“百人计划”研究员
浙江省宁波市鄞州区江南路1689号
浙江大学软件学院
教学楼E502办公室
过滤:
[第一/通讯作者 (22)][IEEE VIS (10)][IEEE TVCG (18)][CHI (6)][KDD (1)][Data wrangling (9)][Geospatial visual analysis (17)][Time series visual analysis (9)][Visualization authoring (4)]
*：通讯论文以星号标记。
2025
CodeLin: An in situ visualization method for understanding data transformation scripts. Xiwen Cai, Kai Xiong, Zhongsu Luo, Di Weng*, Shuainan Ye, Yingcai Wu. Visual Informatics, 2025.
A Domain Knowledge-Driven Visual Analytics System for Photovoltaic Power Time Series Forecasting. Xinjing Yi, Yurun Yang, Yin Song, Baozhu Zhou, Cheng Li, Shuhan Liu, Dazhen Deng, Di Weng*, Yingcai Wu. Journal of Visualization, 2025.
HYPNOS: Interactive Data Lineage Tracing for Data Transformation Scripts. Xiwen Cai, Xiaodong Ge, Kai Xiong, Shuainan Ye, Di Weng*, Ke Xu*, Datong Wei, Jiang Long, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), 2025 (Early Access).
Towards Better Illegal Chemical Facility Detection with Hazardous Chemicals Transportation Trajectories. Junxiu Tang, Huimin Ren, Zikun Deng, Di Weng*, Tan Tang, Lingyun Yu, Jie Bao, Yu Zheng, Yingcai Wu. Journal of Visualization, 2025 (ChinaVis 2024).
StructVizor: Interactive profiling of semi-structured textual data. Yanwei Huang, Yan Miao, Di Weng*, Adam Perer, Yingcai Wu. ACM Conference on Human Factors in Computing Systems (CHI), 2025.
RidgeBuilder: Interactive Authoring of Expressive Ridgeline Plots. Shuhan Liu, Yangtian Liu, Junxin Li, Yanwei Huang, Yue Shangguan, Zikun Deng, Di Weng*, Yingcai Wu. ACM Conference on Human Factors in Computing Systems (CHI), 2025.
Xavier: Toward Better Coding Assistance in Authoring Tabular Data Wrangling Scripts. Yunfan Zhou, Xiwen Cai, Qiming Shi, Yanwei Huang, Haotian Li, Huamin Qu, Di Weng*, Yingcai Wu. ACM Conference on Human Factors in Computing Systems (CHI), 2025.
Ferry: Toward Better Understanding of Input/Output Space for Data Wrangling Scripts. Zhongsu Luo, Kai Xiong, Jiajun Zhu, Ran Chen, Xinhuan Shu, Di Weng*, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 31, no. 1, pp. 1202-1212, 2025 (IEEE VIS 2024).
2024
Linking Text and Visualizations via Contextual Knowledge Graph. Xiwen Cai, Di Weng*, Taotao Fu, Siwei Fu, Yongheng Wang, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), 2024 (Early Access).
Relation-driven Query of Multiple Time Series. Shuhan Liu, Yuan Tian, Zikun Deng, Weiwei Cui, Haidong Zhang, Di Weng*, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), 2024 (Early Access).
Table Illustrator: Puzzle-based interactive authoring of plain tables. Yanwei Huang, Yurun Yang, Xinhuan Shu, Ran Chen, Di Weng*, Yingcai Wu. ACM Conference on Human Factors in Computing Systems (CHI), no. 186, pp. 1-18, 2024.
A Deep Spatiotemporal Trajectory Representation Learning Framework for Clustering. Chao Wang, Jiahui Huang, Yongheng Wang, Zhengxuan Lin, Xiongnan Jin, Xing Jin, Di Weng, Yingcai Wu. IEEE Transactions on Intelligent Transportation Systems (ITS), vol. 25, no. 7, pp. 7687-7700, 2024.
Interactive Table Synthesis with Natural Language. Yanwei Huang, Yunfan Zhou, Ran Chen, Changhao Pan, Xinhuan Shu, Di Weng*, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 30, no. 9, pp. 6130-6145, 2024.
Multilevel Visual Analysis of Aggregate Geo-Networks. Zikun Deng, Shifu Chen, Xiao Xie, Guodao Sun, Mingliang Xu, Di Weng*, Yingcai Wu*. IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 30, no. 7, pp. 3135-3150, 2024.
JsonCurer: Data Quality Management for JSON Based on an Aggregated Schema. Kai Xiong, Xinyi Xu, Siwei Fu, Di Weng, Yongheng Wang, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 30, no. 6, pp. 3008-3021, 2024 (IEEE PacificVis 2024 TVCG Journal Track).
Visualizing Large-Scale Spatial Time Series with GeoChron. Zikun Deng, Shifu Chen, Tobias Schreck, Dazhen Deng, Tan Tang, Mingliang Xu, Di Weng*, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 30, no. 1, pp. 1194-1204, 2024 (IEEE VIS 2023).
2023
NeighViz: Towards Better Understanding of Neighborhood Effects on Social Groups with Spatial Data. Yue Yu, Yifang Wang, Qisen Yang, Di Weng, Yongjun Zhang, Xiaogang Wu, Yingcai Wu, Huamin Qu. 9th Symposium on Visualization in Data Science (VDS @ IEEE VIS 2023), pp. 1-5, 2023.
Contextual Self-attentive Temporal Point Process for Physical Decommissioning Prediction of Cloud Assets. Fangkai Yang, Jue Zhang, Lu Wang, Bo Qiao, Di Weng, Xiaoting Qin, Gregory Weber, Durgesh Nandini Das, Srinivasan Rakhunathan, Ranganathan Srikanth, Qingwei Lin, Dongmei Zhang. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), pp 467-477, 2023.
GeoCamera: Telling Stories in Geographic Visualizations with Camera Movements. Wenchao Li, Zhan Wang, Yun Wang, Di Weng, Liwenhan Xie, Siming Chen, Haidong Zhang, Huamin Qu. ACM Conference on Human Factors in Computing Systems (CHI), no. 170, pp. 1-15, 2023.
ECoalVis: Visual Analysis of Control Strategies in Coal-fired Power Plants. Shuhan Liu, Di Weng*, Yuan Tian, Zikun Deng, Haoran Xu, Xiangyu Zhu, Honglei Yin, Xianyuan Zhan, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 29, no. 1, pp. 1091-1101, 2023 (IEEE VIS 2022).
Rigel: Transforming Tabular Data by Declarative Mapping. Ran Chen, Di Weng*, Yanwei Huang, Xinhuan Shu, Jiayi Zhou, Guodao Sun, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 29, no. 1, pp. 128-138, 2023 (IEEE VIS 2022).
A survey of urban visual analytics: Advances and future directions. Zikun Deng, Di Weng*, Shuhan Liu, Yuan Tian, Mingliang Xu, Yingcai Wu*. Computational Visual Media, vol. 9, pp 3-39, 2023.
You are experienced: interactive tour planning with crowdsourcing tour data from web. Zikun Deng, Di Weng*, Yingcai Wu. Journal of Visualization, vol. 26, pp. 385-401, 2023.
2022
Nebula: A Coordinating Grammar of Graphics. Ran Chen, Xinhuan Shu, Jiahui Chen, Di Weng, Junxiu Tang, Siwei Fu, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 28, no. 12, pp. 4127-4140, 2022.
Visual Cascade Analytics of Large-Scale Spatiotemporal Data. Zikun Deng, Di Weng, Yuxuan Liang, Jie Bao, Yu Zheng, Tobias Schreck, Mingliang Xu, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 28, no. 6, pp. 2486-2499, 2022.
A Visualization Approach for Monitoring Order Processing in E-Commerce Warehouse. Junxiu Tang, Yuhua Zhou, Tan Tang, Di Weng, Boyang Xie, Lingyun Yu, Huaqiang Zhang, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 28, no. 1, pp. 857-867, 2022 (IEEE VIS 2021).
Compass: Towards Better Causal Analysis of Urban Time Series. Zikun Deng, Di Weng, Xiao Xie, Jie Bao, Yu Zheng, Mingliang Xu, Wei Chen, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 28, no. 1, pp. 1051-1061, 2022 (IEEE VIS 2021).
2021
Towards Better Detection and Analysis of Massive Spatiotemporal Co-Occurrence Patterns. Yingcai Wu, Di Weng, Zikun Deng, Jie Bao, Mingliang Xu, Zhangye Wang, Yu Zheng, Zhiyu Ding, Wei Chen. IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 6, pp. 3387-3402, 2021.
Towards Better Bus Networks: A Visual Analytics Approach. Di Weng, Chengbo Zheng, Zikun Deng, Mingze Ma, Jie Bao, Yu Zheng, Mingliang Xu, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 27, no. 2, pp. 817-827, 2021.
Pareto-Optimal Transit Route Planning With Multi-Objective Monte-Carlo Tree Search. Di Weng, Ran Chen, Jianhui Zhang, Jie Bao, Yu Zheng, Yingcai Wu. IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 2, pp. 1185-1195, 2021.
更早
AirVis: Visual Analytics of Air Pollution Propagation. Zikun Deng, Di Weng, Jiahui Chen, Ren Liu, Zhibin Wang, Jie Bao, Yu Zheng, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 26, no. 1, pp. 800-810, 2020 (IEEE VIS 2019).
SRVis: Towards Better Spatial Integration in Ranking Visualization. Di Weng, Ran Chen, Zikun Deng, Feiran Wu, Jingmin Chen, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 25, no. 1, pp. 459-469, 2019 (IEEE VIS 2018).
HomeFinder Revisited: Finding Ideal Homes with Reachability-Centric Multi-Criteria Decision Making. Di Weng, Heming Zhu, Jie Bao, Yu Zheng, Yingcai Wu. ACM Conference on Human Factors in Computing Systems (CHI), no. 247, pp. 1-12, 2018.
SmartAdP: Visual Analytics of Large-scale Taxi Trajectories for Selecting Billboard Locations. Dongyu Liu, Di Weng, Yuhong Li, Jie Bao, Yu Zheng, Huamin Qu, Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 23, no. 1, pp. 1-10, 2017 (IEEE VIS 2016).