Shuo Lei

Orcid: 0000-0001-7031-2438

According to our database1, Shuo Lei authored at least 29 papers between 2015 and 2024.

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Bibliography

2024
DC-Gaussian: Improving 3D Gaussian Splatting for Reflective Dash Cam Videos.
CoRR, 2024

Exploring the Deceptive Power of LLM-Generated Fake News: A Study of Real-World Detection Challenges.
CoRR, 2024

Uncertainty Estimation on Sequential Labeling via Uncertainty Transmission.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Can LLM Find the Green Circle? Investigation and Human-Guided Tool Manipulation for Compositional Generalization.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Learning with Limited Labeled Data: Techniques and Applications.
PhD thesis, 2023

Can LLM find the green circle? Investigation and Human-guided tool manipulation for compositional generalization.
CoRR, 2023

Med-MMHL: A Multi-Modal Dataset for Detecting Human- and LLM-Generated Misinformation in the Medical Domain.
CoRR, 2023

CLUR: Uncertainty Estimation for Few-Shot Text Classification with Contrastive Learning.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Self-Correlation and Cross-Correlation Learning for Few-Shot Remote Sensing Image Semantic Segmentation.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Beyond Layout Embedding: Layout Attention with Gaussian Biases for Structured Document Understanding.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Exploring Tradeoffs in Automated School Redistricting: Computational and Ethical Perspectives.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Online and Distributed Robust Regressions with Extremely Noisy Labels.
ACM Trans. Knowl. Discov. Data, 2022

Semantic inpainting on segmentation map via multi-expansion loss.
Neurocomputing, 2022

Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Cross-Domain Few-Shot Semantic Segmentation.
Proceedings of the Computer Vision - ECCV 2022, 2022

2021
Few-Shot Semantic Segmentation via Prototype Augmentation with Image-Level Annotations.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Reducing Noise Pixels and Metric Bias in Semantic Inpainting on Segmentation Map.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020
Semantic Editing On Segmentation Map Via Multi-Expansion Loss.
CoRR, 2020

Few-Shot Semantic Segmentation Augmented with Image-Level Weak Annotations.
CoRR, 2020

Graph Convolutional Networks with Kalman Filtering for Traffic Prediction.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

Towards More Accurate Uncertainty Estimation In Text Classification.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019
Robust Regression via Heuristic Corruption Thresholding and Its Adaptive Estimation Variation.
ACM Trans. Knowl. Discov. Data, 2019

2018
T-START: Time, Status and Region Aware Taxi Mobility Model for Metropolis.
KSII Trans. Internet Inf. Syst., 2018

Robust Regression via Online Feature Selection Under Adversarial Data Corruption.
Proceedings of the IEEE International Conference on Data Mining, 2018

2017
Spatiotemporal multi-task learning for citywide passenger flow prediction.
Proceedings of the 2017 IEEE SmartWorld, 2017

Forecasting car rental demand based temporal and spatial travel patterns.
Proceedings of the 2017 IEEE SmartWorld, 2017

2016
Research on Multi-Objective Bus Route Planning Model Based on Taxi GPS Data.
Proceedings of the International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2016

2015
CMTG: A Content-Based Mobile Tendency Geocast Routing Protocol in Urban Vehicular Networks.
Int. J. Distributed Sens. Networks, 2015


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