| 2026 | CHI | DiLLS: Interactive Diagnosis of LLM-based Multi-agent Systems via Layered Summary of Agent Behaviors. | Rui Sheng, Yukun Yang, Chuhan Shi, Yanna Lin, Zixin Chen, Huamin Qu, Furui Cheng |
| 2026 | PacificVis | StoryLensEdu: Personalized Learning Report Generation through Narrative-Driven Multi-Agent Systems. | Leixian Shen, Yan Luo, Rui Sheng, Yujia He, Haotian Li, Leni Yang, Huamin Qu |
| 2025 | EMNLP | Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering. | Zixin Chen, Sicheng Song, KaShun Shum, Yanna Lin, Rui Sheng, Weiqi Wang, Huamin Qu |
| 2023 | IGARSS | Dehazing Method Based On Gaussian Weighted Image Fusion for Outdoor and Remote Sensing Images. | Hang Yu, Chenyang Li, Suiping Zhou, Yuru Guo, Zhongqing Yan, Rui Sheng |
| 2023 | MICCAI | UPCoL: Uncertainty-Informed Prototype Consistency Learning for Semi-supervised Medical Image Segmentation. | Wenjing Lu, Jiahao Lei, Peng Qiu, Rui Sheng, Jinhua Zhou, Xinwu Lu, Yang Yang |
| 2023 | UIST | Knowledge Compass: A Question Answering System Guiding Students with Follow-Up Question Recommendations. | Rui Sheng, Leni Yang, Haotian Li, Yan Luo, Ziyang Xu, Zhilan Zhou, David Gotz, Huamin Qu |
| 2021 | MMM | Unsupervised Temporal Attention Summarization Model for User Created Videos. | Min Hu, Ruimin Hu, Xiaocheng Wang, Rui Sheng |