Shuo Lei

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 30

Top Topics

Kalman Filtering

Text Classification

Semantic Segmentation

Top Venues

SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI

ACM Trans. Knowl. Discov. Data

Publications

Min Zhang, Jianfeng He, Shuo Lei, Murong Yue, Linhan Wang, Chang-Tien Lu
Can LLM Find the Green Circle? Investigation and Human-Guided Tool Manipulation for Compositional Generalization. ICASSP (2024)
Yanshen Sun, Jianfeng He, Limeng Cui, Shuo Lei, Chang-Tien Lu
Exploring the Deceptive Power of LLM-Generated Fake News: A Study of Real-World Detection Challenges. CoRR (2024)
Linhan Wang, Kai Cheng, Shuo Lei, Shengkun Wang, Wei Yin, Chenyang Lei, Xiaoxiao Long, Chang-Tien Lu
DC-Gaussian: Improving 3D Gaussian Splatting for Reflective Dash Cam Videos. CoRR (2024)
Min Zhang, Jianfeng He, Shuo Lei, Murong Yue, Linhang Wang, Chang-Tien Lu
Can LLM find the green circle? Investigation and Human-guided tool manipulation for compositional generalization. CoRR (2023)
Linhan Wang, Shuo Lei, Jianfeng He, Shengkun Wang, Min Zhang, Chang-Tien Lu
Self-Correlation and Cross-Correlation Learning for Few-Shot Remote Sensing Image Semantic Segmentation. CoRR (2023)
Jianfeng He, Xuchao Zhang, Shuo Lei, Abdulaziz Alhamadani, Fanglan Chen, Bei Xiao, Chang-Tien Lu
CLUR: Uncertainty Estimation for Few-Shot Text Classification with Contrastive Learning. KDD (2023)
Yanshen Sun, Jianfeng He, Shuo Lei, Limeng Cui, Chang-Tien Lu
Med-MMHL: A Multi-Modal Dataset for Detecting Human- and LLM-Generated Misinformation in the Medical Domain. CoRR (2023)
Jianfeng He, Linlin Yu, Shuo Lei, Chang-Tien Lu, Feng Chen
Uncertainty Estimation on Sequential Labeling via Uncertainty Transmission. CoRR (2023)
Linhan Wang, Shuo Lei, Jianfeng He, Shengkun Wang, Min Zhang, Chang-Tien Lu
Self-Correlation and Cross-Correlation Learning for Few-Shot Remote Sensing Image Semantic Segmentation. SIGSPATIAL/GIS (2023)
Fanglan Chen, Subhodip Biswas, Zhiqian Chen, Shuo Lei, Naren Ramakrishnan, Chang-Tien Lu
Exploring Tradeoffs in Automated School Redistricting: Computational and Ethical Perspectives. AAAI (2023)
Xi Zhu, Xue Han, Shuyuan Peng, Shuo Lei, Chao Deng, Junlan Feng
Beyond Layout Embedding: Layout Attention with Gaussian Biases for Structured Document Understanding. EMNLP (Findings) (2023)
Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Chang-Tien Lu
TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation. CoRR (2023)
Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Chang-Tien Lu
TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation. ACL (1) (2023)
Jianfeng He, Xuchao Zhang, Shuo Lei, Shuhui Wang, Chang-Tien Lu, Bei Xiao
Semantic inpainting on segmentation map via multi-expansion loss. Neurocomputing 501 (2022)
Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Chang-Tien Lu
Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels. NAACL-HLT (Findings) (2022)
Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Bowen Du, Chang-Tien Lu
Cross-Domain Few-Shot Semantic Segmentation. ECCV (30) (2022)
Shuo Lei, Xuchao Zhang, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu
Online and Distributed Robust Regressions with Extremely Noisy Labels. ACM Trans. Knowl. Discov. Data 16 (3) (2022)
Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Chang-Tien Lu
Few-Shot Semantic Segmentation via Prototype Augmentation with Image-Level Annotations. ICME (2021)
Jianfeng He, Bei Xiao, Xuchao Zhang, Shuo Lei, Shuhui Wang, Chang-Tien Lu
Reducing Noise Pixels and Metric Bias in Semantic Inpainting on Segmentation Map. ICCVW (2021)
Jianfeng He, Xuchao Zhang, Shuo Lei, Zhiqian Chen, Fanglan Chen, Abdulaziz Alhamadani, Bei Xiao, Chang-Tien Lu
Towards More Accurate Uncertainty Estimation In Text Classification. EMNLP (1) (2020)
Jianfeng He, Xuchao Zhang, Shuo Lei, Shuhui Wang, Qingming Huang, Chang-Tien Lu, Bei Xiao
Semantic Editing On Segmentation Map Via Multi-Expansion Loss. CoRR (2020)
Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Chang-Tien Lu
Few-Shot Semantic Segmentation Augmented with Image-Level Weak Annotations. CoRR (2020)
Fanglan Chen, Zhiqian Chen, Subhodip Biswas, Shuo Lei, Naren Ramakrishnan, Chang-Tien Lu
Graph Convolutional Networks with Kalman Filtering for Traffic Prediction. SIGSPATIAL/GIS (2020)
Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu
Robust Regression via Heuristic Corruption Thresholding and Its Adaptive Estimation Variation. ACM Trans. Knowl. Discov. Data 13 (3) (2019)
Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu
Robust Regression via Online Feature Selection under Adversarial Data Corruption. CoRR (2019)
Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu
Robust Regression via Online Feature Selection Under Adversarial Data Corruption. ICDM (2018)
Haiquan Wang, Shuo Lei, Binglin Wu, Yilin Li, Bowen Du
T-START: Time, Status and Region Aware Taxi Mobility Model for Metropolis. KSII Trans. Internet Inf. Syst. 12 (7) (2018)
Runxing Zhong, Weifeng Lv, Bowen Du, Shuo Lei, Runhe Huang
Spatiotemporal multi-task learning for citywide passenger flow prediction. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Shuo Lei, Haiquan Wang, Chen Yang, Bowen Du, Runxing Zhong, Runhe Huang
Forecasting car rental demand based temporal and spatial travel patterns. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Shuo Lei, Zexi Li, Binglin Wu, Haiquan Wang
Research on Multi-Objective Bus Route Planning Model Based on Taxi GPS Data. CyberC (2016)
Haiquan Wang, Tao Zhu, Shuo Lei, Wenjing Yang, Yu Wang
CMTG: A Content-Based Mobile Tendency Geocast Routing Protocol in Urban Vehicular Networks. Int. J. Distributed Sens. Networks 11 (2015)