Shuo Lei

Most-cited papers

Cross-Domain Few-Shot Semantic Segmentation
Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen +2 more
2022European Conference on Computer Vision84 citations
Semantic Scholar
Exploring the Deceptive Power of LLM-Generated Fake News: A Study of Real-World Detection Challenges
Yan-Shen Sun, Jianfeng He, Limeng Cui, Shuo Lei +1 more
2024arXiv.org64 citations
Semantic Scholar
Towards More Accurate Uncertainty Estimation in Text Classification
Jianfeng He, Xu-Chao Zhang, Shuo Lei, Zhiqian Chen +4 more
2020Conference on Empirical Methods in Natural Language Processing43 citations Open access
Semantic Scholar
Graph Convolutional Networks with Kalman Filtering for Traffic Prediction
Fanglan Chen, Zhiqian Chen, Subhodip Biswas, Shuo Lei +2 more
2020SIGSPATIAL/GIS41 citations
Semantic Scholar
Med-MMHL: A Multi-Modal Dataset for Detecting Human- and LLM-Generated Misinformation in the Medical Domain
Yan-Shen Sun, Jianfeng He, Shuo Lei, Li-Meng Cui +1 more
2023arXiv.org25 citations Open access
Semantic Scholar
TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation
Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen +1 more
2023Annual Meeting of the Association for Computational Linguistics25 citations Open access
Semantic Scholar
DC-Gaussian: Improving 3D Gaussian Splatting for Reflective Dash Cam Videos
Lin-Han Wang, Kai Cheng, Shuo Lei, Shengkun Wang +4 more
2024Neural Information Processing Systems22 citations
Semantic Scholar
Adaptive graph convolutional imputation network for environmental sensor data recovery
Fanglan Chen, Dong-Jie Wang, Shuo Lei, Jianfeng He +2 more
2022Frontiers in Environmental Science19 citations Open access
Semantic Scholar
Self-Correlation and Cross-Correlation Learning for Few-Shot Remote Sensing Image Semantic Segmentation
Lin-Han Wang, Shuo Lei, Jianfeng He, Shengkun Wang +2 more
2023SIGSPATIAL/GIS16 citations Open access
Semantic Scholar
Uncertainty Estimation on Sequential Labeling via Uncertainty Transmission
Jianfeng He, Lin-Lin Yu, Shuo Lei, Chang-Tien Lu +1 more
2023NAACL-HLT16 citations
Semantic Scholar
CLUR: Uncertainty Estimation for Few-Shot Text Classification with Contrastive Learning
Jianfeng He, Xuchao Zhang, Shuo Lei, Abdulaziz Alhamadani +3 more
2023Knowledge Discovery and Data Mining15 citations Open access
Semantic Scholar
CMTG: A Content-Based Mobile Tendency Geocast Routing Protocol in Urban Vehicular Networks
Hai-Quan Wang, Tao Zhu, Shuo Lei, Wenjing Yang +1 more
2015Int. J. Distributed Sens. Networks14 citations Open access
Semantic Scholar
Spatiotemporal multi-task learning for citywide passenger flow prediction
Runxing Zhong, Wei-Feng Lv, Bowen Du, Shuo Lei +1 more
20172017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)12 citations
Semantic Scholar
Survey of uncertainty estimation in LLMs - Sources, methods, applications, and challenges
Jianfeng He, Lin-Lin Yu, Changbin Li, Runing Yang +12 more
2025Information Fusion8 citations
Semantic Scholar
Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels
Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen +1 more
2022NAACL-HLT8 citations Open access
Semantic Scholar
Can LLM Find the Green Circle? Investigation and Human-Guided Tool Manipulation for Compositional Generalization
Min Zhang, Jianfeng He, Shuo Lei, Murong Yue +2 more
2023IEEE International Conference on Acoustics, Speech, and Signal Processing7 citations
Semantic Scholar
Exploring Tradeoffs in Automated School Redistricting: Computational and Ethical Perspectives
Fang-Lan Chen, Subhodip Biswas, Zhiqian Chen, Shuo Lei +2 more
2023AAAI Conference on Artificial Intelligence6 citations Open access
Semantic Scholar
Online and Distributed Robust Regressions with Extremely Noisy Labels
Shuo Lei, Xu-Chao Zhang, Liang Zhao, Arnold P. Boedihardjo +1 more
2021ACM Transactions on Knowledge Discovery from Data6 citations
Semantic Scholar
Research on Multi-Objective Bus Route Planning Model Based on Taxi GPS Data
Shuo Lei, Zexi Li, Binglin Wu, Hai-Quan Wang
2016International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery6 citations
Semantic Scholar
Robust Regression via Online Feature Selection Under Adversarial Data Corruption
Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold P. Boedihardjo +1 more
2018Industrial Conference on Data Mining5 citations Open access
Semantic Scholar
Semantic inpainting on segmentation map via multi-expansion loss
Jianfeng He, Xuchao Zhang, Shuo Lei, Shuhui Wang +2 more
2022Neurocomputing4 citations
Semantic Scholar
Reducing Noise Pixels and Metric Bias in Semantic Inpainting on Segmentation Map
Jian-Feng He, Bei Xiao, Xu-Chao Zhang, Shuo Lei +2 more
20212021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)2 citations
Semantic Scholar
Few-Shot Semantic Segmentation via Prototype Augmentation with Image-Level Annotations
Shuo Lei, Xu-Chao Zhang, Jianfeng He, Fanglan Chen +1 more
2020IEEE International Conference on Multimedia and Expo2 citations
Semantic Scholar
Robust Regression via Heuristic Corruption Thresholding and Its Adaptive Estimation Variation
Xu-Chao Zhang, Shuo Lei, Liang Zhao, Arnold P. Boedihardjo +1 more
2019ACM Transactions on Knowledge Discovery from Data2 citations
Semantic Scholar
Semantic Editing On Segmentation Map Via Multi-Expansion Loss
Jianfeng He, Xu-Chao Zhang, Shuo Lei, Shuhui Wang +3 more
2020arXiv.org1 citations
Semantic Scholar
Forecasting car rental demand based temporal and spatial travel patterns
Shuo Lei, Hai-Quan Wang, Chen Yang, Bowen Du +2 more
20172017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)1 citations
Semantic Scholar
Optimizing Transit Network Expansion with Gated Attentive Graph Reinforcement Learning
Fanglan Chen, Dongjie Wang, Jianfeng He, Shuo Lei +1 more
2025SDM0 citations
Semantic Scholar
Research on spatial spillover effect and regional economic growth of high-speed railway network —— Take the cities along the Beijing-Shanghai high-speed railway as an example
Shuo Lei
20202020 2nd International Conference on Economic Management and Model Engineering (ICEMME)0 citations
Semantic Scholar
Few-Shot Semantic Segmentation Augmented with Image-Level Weak Annotations
Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen +1 more
2020arXiv.org0 citations
Semantic Scholar
T-START: Time, Status and Region Aware Taxi Mobility Model for Metropolis
Hai-Quan Wang, Shuo Lei, Binglin Wu, Yilin Li +1 more
2018KSII Transactions on Internet and Information Systems0 citations Open access
Semantic Scholar