Interactive Visual Analytics for Reward Function Setting of Reinforcement Learning: A Case Study of Soccer Games.
Yihang Hu, Weixuan Song, Xingui Lai, Jie Li, Siming Chen*.
VINCI (Honorable mention of best paper award) 2024: 26:1.

SoMeLVLM: A Large Vision Language Model for Social Media Processing.
Xinnong Zhang, Haoyu Kuang, Xinyi Mou, Hanjia Lyu, Kun Wu, Siming Chen, Jiebo Luo, Xuanjing Huang, Zhongyu Wei.
ACL (Findings) 2024: 2366-2389.

Electionsim: Massive population election simulation powered by large language model driven agents.
Xinnong Zhang, Jiayu Lin, Libo Sun, Weihong Qi, Yihang Yang, Yue Chen, Hanjia Lyu, Xinyi Mou, Siming Chen, Jiebo Luo, Xuanjing Huang, Shiping Tang, Zhongyu Wei.
arXiv preprint arXiv: 2410.20746, 2024.

ContextWing: Pair-wise Visual Comparison for Evolving Sequential Patterns of Contexts in Social Media Data Streams.
Yuheng Zhao, Xinyu Wang, Chen Guo, Min Lu, Siming Chen*.
The 25th ACM Conference On Computer-Supported Cooperative Work And Social Computing (CSCW'23), Accepted, 2023.

TopicBubbler: An interactive visual analytics system for cross-level fine-grained exploration of social media data.
Jielin Feng, Kehao Wu, Siming Chen*.
Visual Informatics, Accepted, 2023.

Co-Bridges: Pair-wise Visual Connection and Comparison for Multi-item Data Streams.
Siming Chen, Natalia Andrienko, Gennady Andrienko, Jie Li, Xiaoru Yuan.
IEEE Transactions on Visualization and Computer Graphics (VAST'20), 27(2): 1612-1622, 2021.
| Paper | pdf (3.9MB) | Video | mp4 (26.9MB)

R-Map: A Map Metaphor for Visualizing Information Reposting Process in Social Media.
Shuai Chen, Sihang Li, Siming Chen, Xiaoru Yuan.
IEEE Transactions on Visualization and Computer Graphics (VAST'19), 26(1): 1204-1214, 2020.
| Paper | pdf (2.1MB) | Video | mp4 (35.7MB) | Slides | pptx (53.3MB)

D-Map+: Interactive Visual Analysis and Exploration of Ego-centric and Event-centric Information Diffusion Patterns in Social Media.
Siming Chen, Shuai Chen, Zhenhuang Wang, Jie Liang, Yadong Wu, Xiaoru Yuan.
ACM Transactions on Intelligent Systems and Technology (TIST), 10(1): 11:1 - 11:26, 2018.
| Paper | pdf (1.3M)

E-Map: A Visual Analytics Approach for Exploring Significant Event Evolutions in Social Media.
Siming Chen, Shuai Chen, Lijing Lin, Xiaoru Yuan, Jie Liang, Xiaolong (Luke) Zhang.
in Proceedings of IEEE Symposium on Visual Analytics Science and Technology (VAST'17), Pages 36 - 47, Phoenix, USA, Oct.1-6, 2017.
| Paper | pdf (10.2MB) | Video | mp4 (23.4MB) | Slides | pptx (38MB)

Social Media Visual Analytics.
Siming Chen, Lijing Lin, Xiaoru Yuan.
Computer Graphics Forum (EuroVis State-of-the-Art Report'17), 36(3): 563-587, 2017.
| Paper | pdf (24.6M) | Slides | pptx (80.1M)

D-Map: Visual Analysis of Ego-centric Information Diffusion Patterns in Social Media.
Siming Chen, Shuai Chen, Zhenhuang Wang, Jie Liang, Xiaoru Yuan, Nan Cao, Yadong Wu.
in Proceedings of IEEE Symposium on Visual Analytics Science and Technology (VAST'16), pages 41-50, Baltimore, USA, Oct. 23-28, 2016.
| Paper | pdf (18MB) | Video | mp4 (16MB) | Slides | pptx (54.6MB)