Rui Sheng

According to our database, Rui Sheng authored at least 28 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Are Agents Ready to Teach? A Multi-Stage Benchmark for Real-World Teaching Workflows.

Zixin Chen, Peng Liu, Rui Sheng, Haobo Li, Jianhong Tu, Xiaodong Deng, Kashun Shum, Dayiheng Liu, Huamin Qu

CoRR, May, 2026

STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?

Hanxiang Chao, Yihan Bai, Rui Sheng, Tianle Li, Yushi Sun

CoRR, May, 2026

VeriLLMed: Interactive Visual Debugging of Medical Large Language Models with Knowledge Graphs.

Yurui Xiang, Xingyi Mao, Rui Sheng, Zixin Chen, Zelin Zang, Yuyang Wu, Haipeng Zeng, Huamin Qu, Yushi Sun, Yanna Lin

CoRR, April, 2026

Figures as Interfaces: Toward LLM-Native Artifacts for Scientific Discovery.

Yifang Wang, Rui Sheng, Erzhuo Shao, Yifan Qian, Haotian Li, Nan Cao, Dashun Wang

CoRR, April, 2026

Navigating the Mirage: A Dual-Path Agentic Framework for Robust Misleading Chart Question Answering.

Yanjie Zhang, Yafei Li, Rui Sheng, Zixin Chen, Yanna Lin, Huamin Qu, Lei Chen, Yushi Sun

CoRR, March, 2026

Within the MDT Room: Situated in Multidisciplinary Team-Grounded Agent Debate for Clinical Diagnosis.

Peng Kuai, Yukun Yang, Shaolun Ruan, Junchi Xu, Yanjie Zhang, Lin Zhang, Min Zhu, Rui Sheng

CoRR, March, 2026

InconLens: Interactive Visual Diagnosis of Behavioral Inconsistencies in LLM-based Agentic Systems.

Shuo Yan, Xiaolin Wen, Shaolun Ruan, Yanjie Zhang, Jiaming Mi, Yushi Sun, Huamin Qu, Rui Sheng

CoRR, March, 2026

CellScout: Visual Analytics for Mining Biomarkers in Cell State Discovery.

Rui Sheng, Zelin Zang, Jiachen Wang, Yan Luo, Zixin Chen, Yan Zhou, Shaolun Ruan, Huamin Qu

IEEE Trans. Vis. Comput. Graph., February, 2026

EMINDS: Understanding User Behavior Progression for Mental Health Exploration on Social Media.

Rui Sheng, Yifang Wang, Xingbo Wang, Shun Dai, Qingyu Guo, Tai-Quan Peng, Huamin Qu, Dongyu Liu

IEEE Trans. Vis. Comput. Graph., February, 2026

TrajLens: Visual Analysis for Constructing Cell Developmental Trajectories in Cross-Sample Exploration.

Qipeng Wang, Shaolun Ruan, Rui Sheng, Yong Wang, Min Zhu, Huamin Qu

IEEE Trans. Vis. Comput. Graph., January, 2026

TrialCompass: Visual Analytics for Enhancing the Eligibility Criteria Design of Clinical Trials.

Rui Sheng, Xingbo Wang, Jiachen Wang, Xiaofu Jin, Zhonghua Sheng, Zhenxing Xu, Suraj Rajendran, Huamin Qu, Fei Wang

IEEE Trans. Vis. Comput. Graph., January, 2026

Qualitative Study for LLM-assisted Design Study Process: Strategies, Challenges, and Roles.

Shaolun Ruan, Rui Sheng, Xiaolin Wen, Jiachen Wang, Tianyi Zhang, Yong Wang, Tim Dwyer, Jiannan Li

IEEE Trans. Vis. Comput. Graph., January, 2026

Design patterns of human-AI interfaces in healthcare.

Rui Sheng, Chuhan Shi, Sobhan Lotfi, Shiyi Liu, Adam Perer, Huamin Qu, Furui Cheng

Int. J. Hum. Comput. Stud., 2026

A weaker adversarial neural networks method for linear second order elliptic PDEs.

Zhizhong Kong, Rui Sheng, Jerry Zhijian Yang, Juntao You, Cheng Yuan

Comput. Math. Appl., 2026

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

Proceedings of the 19th IEEE Pacific Visualization Conference, 2026

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

Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems, 2026

2025

MedKGI: Iterative Differential Diagnosis with Medical Knowledge Graphs and Information-Guided Inquiring.

Qipeng Wang, Rui Sheng, Yafei Li, Huamin Qu, Yushi Sun, Min Zhu

CoRR, December, 2025

SynthLens: Visual Analytics for Facilitating Multi-Step Synthetic Route Design.

Qipeng Wang, Rui Sheng, Shaolun Ruan, Xiaofu Jin, Chuhan Shi, Min Zhu

IEEE Trans. Vis. Comput. Graph., October, 2025

Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering.

Zixin Chen, Sicheng Song, Kashun Shum, Yanna Lin, Rui Sheng, Huamin Qu

CoRR, March, 2025

Empowering multimodal analysis with visualization: A survey.

Jiachen Wang, Zikun Deng, Dazhen Deng, Xingbo Wang, Rui Sheng, Yi Cai, Huamin Qu

Comput. Sci. Rev., 2025

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

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

Solving the inverse source problem of the fractional Poisson equation by MC-fPINNs.

Rui Sheng, Peiying Wu, Jerry Zhijian Yang, Cheng Yuan

CoRR, 2024

SciDaSynth: Interactive Structured Knowledge Extraction and Synthesis from Scientific Literature with Large Language Model.

Xingbo Wang, Samantha L. Huey, Rui Sheng, Saurabh Mehta, Fei Wang

CoRR, 2024

2023

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

Proceedings of the Adjunct Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology, 2023

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

The Construction and Application of Deep Integration model of Information Technology and Undergraduate Teaching.

Youling Feng, Xin Kang, Yanan Yang, Yi Han, Rui Sheng, Jinpin Zhou, Tiezheng Sun

Proceedings of the 2022 5th International Conference on Education Technology Management, 2022

2021

Unsupervised Temporal Attention Summarization Model for User Created Videos.

Min Hu, Ruimin Hu, Xiaocheng Wang, Rui Sheng

Proceedings of the MultiMedia Modeling - 27th International Conference, 2021