Di Weng
Tenure-track Assistant Professor
(ZJU 100 Young Professor)
E502, Teaching Building
Zhejiang University
1589 Jiangnan Rd., Ningbo
Zhejiang Province, P.R.China
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[First/corresponding-authored (16)][IEEE VIS (10)][TVCG (17)][CHI (3)][KDD (1)]
*: corresponding-authored papers are marked with asterisk.
2024
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), 2025 (IEEE VIS 2024).
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. ChinaVis 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
A Review on Industrial Data Visual Analytics. Shuhan Liu, Di Weng, Yingcai Wu. Journal of Integration Technology, vol. 10, no. 6, pp. 3-19, 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.
Earlier
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).