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2020 – today
- 2024
[c17]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: 11996-12000- [c16]Jianfeng He, Linlin Yu, Shuo Lei, Chang-Tien Lu, Feng Chen:
Uncertainty Estimation on Sequential Labeling via Uncertainty Transmission. NAACL-HLT (Findings) 2024: 2823-2835 - [i10]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 abs/2403.18249 (2024) - [i9]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 abs/2405.17705 (2024) - 2023
- [b1]Shuo Lei:
Learning with Limited Labeled Data: Techniques and Applications. Virginia Tech, Blacksburg, VA, USA, 2023 - [c15]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: 15912-15920 - [c14]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: 11014-11026 - [c13]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: 7773-7784 - [c12]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: 25:1-25:10 - [c11]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: 698-710 - [i8]Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Chang-Tien Lu:
TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation. CoRR abs/2306.02175 (2023) - [i7]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 abs/2306.08871 (2023) - [i6]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 abs/2309.05840 (2023) - [i5]Jianfeng He, Linlin Yu, Shuo Lei, Chang-Tien Lu, Feng Chen:
Uncertainty Estimation on Sequential Labeling via Uncertainty Transmission. CoRR abs/2311.08726 (2023) - [i4]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 abs/2312.07763 (2023) - 2022
- [j5]Jianfeng He, Xuchao Zhang, Shuo Lei, Shuhui Wang, Chang-Tien Lu, Bei Xiao:
Semantic inpainting on segmentation map via multi-expansion loss. Neurocomputing 501: 306-317 (2022) - [j4]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): 41:1-41:24 (2022) - [c10]Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Bowen Du, Chang-Tien Lu:
Cross-Domain Few-Shot Semantic Segmentation. ECCV (30) 2022: 73-90 - [c9]Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Chang-Tien Lu:
Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels. NAACL-HLT (Findings) 2022: 1987-1997 - 2021
- [c8]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: 1876-1885 - [c7]Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Chang-Tien Lu:
Few-Shot Semantic Segmentation via Prototype Augmentation with Image-Level Annotations. ICME 2021: 1-6 - 2020
- [c6]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: 8362-8372 - [c5]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: 135-138 - [i3]Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Chang-Tien Lu:
Few-Shot Semantic Segmentation Augmented with Image-Level Weak Annotations. CoRR abs/2007.01496 (2020) - [i2]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 abs/2010.08128 (2020)
2010 – 2019
- 2019
- [j3]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): 28:1-28:22 (2019) - [i1]Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu:
Robust Regression via Online Feature Selection under Adversarial Data Corruption. CoRR abs/1902.01729 (2019) - 2018
- [j2]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): 3018-3040 (2018) - [c4]Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu:
Robust Regression via Online Feature Selection Under Adversarial Data Corruption. ICDM 2018: 1440-1445 - 2017
- [c3]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: 1-8 - [c2]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: 1-8 - 2016
- [c1]Shuo Lei, Zexi Li, Binglin Wu, Haiquan Wang:
Research on Multi-Objective Bus Route Planning Model Based on Taxi GPS Data. CyberC 2016: 249-255 - 2015
- [j1]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: 163157:1-163157:14 (2015)
Coauthor Index
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