| 2026 | ACL | HCSpec: Two-Tier Horizontal Cascade Speculative Decoding for High-Efficiency Large Language Model Inference. | Yizhou Zhang, Siming Chen, Hao Ye, Erhu Feng |
| 2026 | CHI | From Struggle to Success: Context-Aware Guidance for Screen Reader Users in Computer Use. | Nan Chen, Jing Lu, Zilong Wang, Luna K. Qiu, Siming Chen, Yuqing Yang |
| 2026 | CHI | InfoAlign: A Human-AI Co-Creation System for Storytelling with Infographics. | Jielin Feng, Xinwu Ye, Qianhui Li, Verena Ingrid Prantl, Jun-Hsiang Yao, Yuheng Zhao, Yun Wang, Siming Chen |
| 2026 | CHI | Tower of Babel in Cross-Cultural Communication: A Case Study of #Give Me a Chinese Name# Dialogues During the "TikTok Refugees" Event. | Jielin Feng, Zhibo Yang, Jingyi Zhao, Yujia Li, Xinwu Ye, Xingyu Lan, Siming Chen |
| 2026 | CHI | The Evolving Duet of Two Modalities: A Survey on Integrating Text and Visualization for Data Communication. | Xingyu Lan, Xi Li, Yixing Zhang, Mengqin Cheng, Jiazhe Wang, Siming Chen |
| 2026 | CHI | DashChat: Interactive Authoring of Performance Dashboard Design Prototypes through Conversation with LLM-Powered Agents. | Siqi Shen, Ziyue Lin, Honghui Mei, Wanchen Liu, Chengye Xin, Wenzhuo Dai, Siming Chen, Xiao Wen, Xingyu Lan |
| 2026 | PacificVis | NotebookRAG: Retrieving Multiple Notebooks to Augment the Generation of EDA Notebooks for Crowd-Wisdom. | Yi Shan, Yixuan He, Zekai Shao, Kai Xu, Siming Chen |
| 2026 | PacificVis | Intelligent Drill-Down: Large Language Model-Driven Drill-Down Technique for Human-AI Collaborative Visual Exploration. | Zhijun Zheng, Tian Qiu, Yuheng Zhao, Siming Chen |
| 2025 | ACL | MMSciBench: Benchmarking Language Models on Chinese Multimodal Scientific Problems. | Xinwu Ye, Chengfan Li, Siming Chen, Wei Wei, Robert Tang |
| 2025 | CHI | Unlocking Scientific Concepts: How Effective Are LLM-Generated Analogies for Student Understanding and Classroom Practice? | Zekai Shao, Siyu Yuan, Lin Gao, Yixuan He, Deqing Yang, Siming Chen |
| 2025 | COLING | AI-Press: A Multi-Agent News Generating and Feedback Simulation System Powered by Large Language Models. | Xiawei Liu, Shiyue Yang, Xinnong Zhang, Haoyu Kuang, Libo Sun, Yihang Yang, Siming Chen, Xuanjing Huang, Zhongyu Wei |
| 2025 | ISCA | SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting. | Jiaming Xu, Jiayi Pan, Yongkang Zhou, Siming Chen, Jinhao Li, Yaoxiu Lian, Junyi Wu, Guohao Dai |
| 2025 | PacificVis | Social Media Island: Interactive User Profiling and Information Diffusion Exploration with 3D Visual Metaphors. | Jinjing Jiang, Yuheng Zhao, Jun-Hsiang Yao, Huiting Wang, Xuexi Wang, Lana Blue, Chen Guo, Xudong Li, Siming Chen |
| 2025 | PacificVis | SmartMLVs: LLM-enabled Multiple Linked Views Generation for Interactive Visualization. | Tian Qiu, Fen Wang, Shaohua Huang, Meng Guo, Yuheng Zhao, Jincheng Li, Siming Chen |
| 2025 | PacificVis | ST | Yifei Zhang, Jingyan Zhang, Ziyue Lin, Linping Yuan, Jun Han, Yalong Yang, Siming Chen |
| 2025 | UIST | KinemaFX: A Kinematic-Driven Interactive System for Particle Effect Exploration and Customization. | Yifei Zhang, Linping Yuan, Yuheng Zhao, Jielin Feng, Siming Chen |
| 2025 | VINCI | VisualNetO&M: A Digital Twin-Based Collaborative Visualization System for Power System Communication Network Operation and Maintenance. | Le Liu, Yong Li, Chuhua Yang, Guang Dai, Kaifeng Bai, Gang Chen, Siming Chen, Peng Wang |
| 2024 | ACL | 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 |
| 2024 | IGARSS | Robust Adaptive Beamforming with Sparse Constraint via Semidefinite Relaxation. | Siming Chen, Weibo Deng, Yanmo Hu, Aihua Liu, Shujie Li, Xin Zhang |
| 2024 | PacificVis | Dynamic-Scene-Graph-Supported Visual Understanding of Autonomous Driving Scenarios. | Ting Liu, Dong Sun, Chongke Bi, Yi Sun, Siming Chen |
| 2024 | PacificVis | Interpreting Autonomous Driving Corner Cases: A Visual Analytics Approach. | Yi Sun, Zekai Shao, Xingyu Qiu, Yun Li, Ting Liu, Linbing Xiang, Dong Sun, Siming Chen |
| 2024 | PacificVis | Graph-Neural-Network-Based User Intent Understanding for Visual Analytics. | Yue Wang, Yusheng Qi, Xiaolong Luke Zhang, Siming Chen |
| 2024 | VLDB | InterpretStack: Interpretable Exploration and Interactive Visualization Construction of Stacking Algorithm. | Yu Wang, Jing Lu, Le Liu, Junping Zhang, Siming Chen |
| 2024 | SECON | SaTrack: LoS/NLoS State-Aware WiFi Indoor Tracking System. | Yinnan Zhou, Hao Zhou, Luowei Li, Siming Chen, Zhi Liu, Xiang-Yang Li |
| 2024 | VINCI | 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 |
| 2023 | CHI | NetworkNarratives: Data Tours for Visual Network Exploration and Analysis. | Wenchao Li, Sarah Schttler, James Scott-Brown, Yun Wang, Siming Chen, Huamin Qu, Benjamin Bach |
| 2023 | CHI | 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 |
| 2023 | VR | Visual Exploration and Planning of the Automated Material Handling System for Smart Factory in the Immersive Environment. | Yifei Zhang, Yougao Li, Xiangyang Xue, Jianfeng Feng, Siming Chen |
| 2023 | UIST | Wakey-Wakey: Animate Text by Mimicking Characters in a GIF. | Liwenhan Xie, Zhaoyu Zhou, Kerun Yu, Yun Wang, Huamin Qu, Siming Chen |
| 2023 | VINCI | Visual Analytics for Phishing Scam Identification in Blockchain Transactions with Multiple Model Comparison. | Jiaqi Dong, Zishu Qin, Zhou Fang, Xuan Chen, Zengfeng Huang, Haoyun Guo, Richen Liu, Cagatay Turkay, Siming Chen |
| 2022 | CHI | OneLabeler: A Flexible System for Building Data Labeling Tools. | Yu Zhang, Yun Wang, Haidong Zhang, Bin Zhu, Siming Chen, Dongmei Zhang |
| 2019 | DSN | System Misuse Detection Via Informed Behavior Clustering and Modeling. | Linara Adilova, Livin Natious, Siming Chen, Olivier Thonnard, Michael Kamp |
| 2019 | ICIG | Histogram-Based Nonlinear Transfer Function Edit and Fusion. | Min Gao, Yuzhe Xiang, Lijun Wang, Richen Liu, Sitong Fang, Siming Chen, Jingle Jia, Genlin Ji, Bin Zhao |
| 2018 | VizSec | User Behavior Map: Visual Exploration for Cyber Security Session Data. | Siming Chen, Shuai Chen, Natalia V. Andrienko, Gennady L. Andrienko, Phong H. Nguyen, Cagatay Turkay, Olivier Thonnard, Xiaoru Yuan |
| 2017 | SIGGRAPH | Visual exploration of ionosphere disturbances for earthquake research. | Fan Hong, Siming Chen, Hanqi Guo, Xiaoru Yuan, Jian Huang, Yongxian Zhang |
| 2014 | VizSec | OCEANS: online collaborative explorative analysis on network security. | Siming Chen, Cong Guo, Xiaoru Yuan, Fabian Merkle, Hanna Schfer, Thomas Ertl |