CL
Chang-Tien Lu
cs.LGcs.AIcs.CLcs.CYcs.SIstat.MLcs.CVcs.CRcs.CEcs.CG
On Valency
published · living versionsW_gupj3vwm·v1 · currentpublished
'Beating the news' with EMBERS: Forecasting Civil Unrest using Open Source Indicators
with Naren Ramakrishnan, Patrick Butler, Sathappan Muthiah, Nathan Self +25
1 version
Preprints & journals
64 papers in the corpus · 2014–2026VHealth-MFusion: a fusion-based multimodal deep learning framework for pneumonia tele-diagnosis in virtual hospital environments.42751395 · Alsalamah, Sara A, Althenayan, Albatoul, Almutairi, Mariam et al.2026 · 0 citationsFrontiers in digital health. 2026;8:1827180
BrailleBench: Investigating Multi-Criteria Braille Comprehension in Large Language Models2608.27268v1 · Jinghan Zhang, Fengran Mo, Zhiyu Chen et al.2026 · 0 citationsarXiv
GeoRisk-RAG: A Hierarchy-Aware Risk Framework for Improving RAG Reliability through Selective Answering2608.22634v1 · Meenu Ravi, Shailik Sarkar, Lulwah AlKulaib et al.2026 · 0 citationsarXiv
Network Interdiction Goes Neural2405.16409v1 · Lei Zhang, Zhiqian Chen, Chang-Tien Lu et al.2024 · 3 citationsProc. 31st ACM SIGKDD Conf. on Knowledge Discovery and Data Mining (KDD 2025), pp. 3774-3785
HouseTS: A Large-Scale, Multimodal Spatiotemporal U.S. Housing Dataset and Benchmark2506.00765v2 · Shengkun Wang, Yanshen Sun, Fanglan Chen et al.2025 · 0 citationsarXiv
Exposing LLM Vulnerabilities: Adversarial Scam Detection and Performance2412.00621v1 · Chen-Wei Chang, Shailik Sarkar, Shutonu Mitra et al.2024 · 7 citationsarXiv
RailEstate: An Interactive System for Metro Linked Property Trends2511.00078v1 · Chen-Wei Chang, Yu-Chieh Cheng, Yun-En Tsai et al.2025 · 0 citationsarXiv
MVeLMA: Multimodal Vegetation Loss Modeling Architecture for Predicting Post-fire Vegetation Loss2510.27443v1 · Meenu Ravi, Shailik Sarkar, Yanshen Sun et al.2025 · 0 citationsarXiv
Generative AI Meets Future Cities: Towards an Era of Autonomous Urban Intelligence2304.03892v3 · Dongjie Wang, Chang-Tien Lu, Xinyue Ye et al.2023 · 26 citationsarXiv
A Comprehensive Survey on Data Augmentation2405.09591v4 · Zaitian Wang, Pengfei Wang, Kunpeng Liu et al.2024 · 82 citationsarXiv
SCVI: Bridging Social and Cyber Dimensions for Comprehensive Vulnerability Assessment2503.20806v1 · Shutonu Mitra, Tomas Neguyen, Qi Zhang et al.2025 · 0 citationsarXiv
Chasing the Timber Trail: Machine Learning to Reveal Harvest Location Misrepresentation2502.14115v2 · Shailik Sarkar, Raquib Bin Yousuf, Linhan Wang et al.2025 · 1 citationarXiv
Hierarchical Expert Prompt for Large-Language-Model: An Approach Defeat Elite AI in TextStarCraft II for the First Time2502.11122v1 · Zongyuan Li, Chang Lu, Xiaojie Xu et al.2025 · 0 citationsarXiv
Downscaling Precipitation with Bias-informed Conditional Diffusion Model2412.14539v1 · Ran Lyu, Linhan Wang, Yanshen Sun et al.2024 · 5 citationsarXiv
DC-Gaussian: Improving 3D Gaussian Splatting for Reflective Dash Cam Videos2405.17705v3 · Linhan Wang, Kai Cheng, Shuo Lei et al.2024 · 5 citationsarXiv
Rethinking the Uncertainty: A Critical Review and Analysis in the Era of Large Language Models2410.20199v1 · Mohammad Beigi, Sijia Wang, Ying Shen et al.2024 · 0 citationsarXiv
The Rise of Virtual Health Care: Transforming the Health Care Landscape in the Kingdom of Saudi Arabia: A Review Article.38984415 · Sheerah, Haytham A, AlSalamah, Shada, Alsalamah, Sara A et al.2024 · 25 citationsTelemedicine journal and e-health : the official journal of the American Telemedicine Association. 2024;30(10):2545-2554
Can We Trust the Performance Evaluation of Uncertainty Estimation Methods in Text Summarization?2406.17274v2 · Jianfeng He, Runing Yang, Linlin Yu et al.2024 · 1 citationarXiv
StockTime: A Time Series Specialized Large Language Model Architecture for Stock Price Prediction2409.08281v1 · Shengkun Wang, Taoran Ji, Linhan Wang et al.2024 · 1 citationarXiv
AMA-LSTM: Pioneering Robust and Fair Financial Audio Analysis for Stock Volatility Prediction2407.18324v1 · Shengkun Wang, Taoran Ji, Jianfeng He et al.2024 · 6 citationsarXiv
Don't Go To Extremes: Revealing the Excessive Sensitivity and Calibration Limitations of LLMs in Implicit Hate Speech Detection2402.11406v3 · Min Zhang, Jianfeng He, Taoran Ji et al.2024 · 20 citationsarXiv
InternalInspector $I^2$: Robust Confidence Estimation in LLMs through Internal States2406.12053v1 · Mohammad Beigi, Ying Shen, Runing Yang et al.2024 · 0 citationsarXiv
Uncertainty Estimation on Sequential Labeling via Uncertainty Transmission2311.08726v2 · Jianfeng He, Linlin Yu, Shuo Lei et al.2023 · 2 citationsarXiv
The Quality of AI-Generated Dental Caries Multiple Choice Questions: A Comparative Analysis of ChatGPT and Google Bard Language Models.38596020 · Ahmed, Walaa Magdy, Azhari, Amr Ahmed, Alfaraj, Amal et al.2024 · 45 citationsHeliyon. 2024;10(7):e28198
Exploring the Deceptive Power of LLM-Generated Fake News: A Study of Real-World Detection Challenges2403.18249v2 · Yanshen Sun, Jianfeng He, Limeng Cui et al.2024 · 9 citationsarXiv
Can LLM find the green circle? Investigation and Human-guided tool manipulation for compositional generalization2312.07763v1 · Min Zhang, Jianfeng He, Shuo Lei et al.2023 · 2 citationsarXiv
Stock Movement and Volatility Prediction from Tweets, Macroeconomic Factors and Historical Prices2312.03758v1 · Shengkun Wang, YangXiao Bai, Taoran Ji et al.2023 · 2 citationsarXiv
Fast and adaptive dynamics-on-graphs to dynamics-of-graphs translation.38045094 · Zhang, Lei, Chen, Zhiqian, Lu, Chang-Tien et al.2023 · 0 citationsFrontiers in big data. 2023;6:1274135
ALERTA-Net: A Temporal Distance-Aware Recurrent Networks for Stock Movement and Volatility Prediction2310.18706v1 · Shengkun Wang, YangXiao Bai, Kaiqun Fu et al.2023 · 4 citationsarXiv
Learning Decentralized Flocking Controllers with Spatio-Temporal Graph Neural Network2309.17437v2 · Siji Chen, Yanshen Sun, Peihan Li et al.2023 · 6 citationsarXiv
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks2107.10234v5 · Zhiqian Chen, Fanglan Chen, Lei Zhang et al.2021 · 49 citationsarXiv
Self-Correlation and Cross-Correlation Learning for Few-Shot Remote Sensing Image Semantic Segmentation2309.05840v2 · Linhan Wang, Shuo Lei, Jianfeng He et al.2023 · 14 citationsarXiv
Med-MMHL: A Multi-Modal Dataset for Detecting Human- and LLM-Generated Misinformation in the Medical Domain2306.08871v1 · Yanshen Sun, Jianfeng He, Shuo Lei et al.2023 · 10 citationsarXiv
TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation2306.02175v1 · Shuo Lei, Xuchao Zhang, Jianfeng He et al.2023 · 18 citationsarXiv
DG-Trans: Dual-level Graph Transformer for Spatiotemporal Incident Impact Prediction on Traffic Networks2303.12238v1 · Yanshen Sun, Kaiqun Fu, Chang-Tien Lu2023 · 4 citationsarXiv
LANS: Large-scale Arabic News Summarization Corpus2210.13600v1 · Abdulaziz Alhamadani, Xuchao Zhang, Jianfeng He et al.2022 · 5 citationsarXiv
Memetic algorithms for Spatial Partitioning problems2208.02867v1 · Subhodip Biswas, Fanglan Chen, Zhiqian Chen et al.2022 · 5 citationsarXiv
Sampling-based techniques for designing school boundaries2206.03703v1 · Subhodip Biswas, Fanglan Chen, Zhiqian Chen et al.2022 · 0 citationsarXiv
Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation2112.14699v1 · Dongjie Wang, Yanjie Fu, Kunpeng Liu et al.2021 · 28 citationsarXiv
Deep diffusion-based forecasting of COVID-19 by incorporating network-level mobility information2111.05199v1 · Padmaksha Roy, Shailik Sarkar, Subhodip Biswas et al.2021 · 5 citationsPublished as conference paper at ASONAM 2021, Research Track
Towards Semantically-Rich Spatial Network Representation Learning via Automated Feature Topic Pairing.34746772 · Wang, Dongjie, Liu, Kunpeng, Mohaisen, David et al.2021 · 5 citationsFrontiers in big data. 2021;4:762899
Automated Feature-Topic Pairing: Aligning Semantic and Embedding Spaces in Spatial Representation Learning2109.11053v1 · Dongjie Wang, Kunpeng Liu, David Mohaisen et al.2021 · 8 citationsarXiv
Few-Shot Semantic Segmentation Augmented with Image-Level Weak Annotations2007.01496v2 · Shuo Lei, Xuchao Zhang, Jianfeng He et al.2020 · 3 citationsarXiv
Deep Graph Learning for Circuit Deobfuscation.34109310 · Chen, Zhiqian, Zhang, Lei, Kolhe, Gaurav et al.2021 · 6 citationsFrontiers in big data. 2021;4:608286
Reimagining City Configuration: Automated Urban Planning via Adversarial Learning2008.09912v2 · Dongjie Wang, Yanjie Fu, Pengyang Wang et al.2020 · 2 citationsSIGSPATIAL/GIS 2020: 497-506
Semantic Editing On Segmentation Map Via Multi-Expansion Loss2010.08128v1 · Jianfeng He, Xuchao Zhang, Shuo Lei et al.2020 · 1 citationarXiv
SimNest: Social Media Nested Epidemic Simulation via Online Semi-supervised Deep Learning.27453696 · Zhao, Liang, Chen, Jiangzhuo, Chen, Feng et al.2020 · 71 citationsProceedings. IEEE International Conference on Data Mining. 2015;2015:639-648
Estimating the Circuit Deobfuscating Runtime based on Graph Deep Learning1902.05357v2 · Zhiqian Chen, Gaurav Kolhe, Setareh Rafatirad et al.2019 · 4 citationsarXiv
Learning to Fuse Music Genres with Generative Adversarial Dual Learning1712.01456v1 · Zhiqian Chen, Chih-Wei Wu, Yen-Cheng Lu et al.2017 · 12 citationsarXiv
Rational Neural Networks for Approximating Jump Discontinuities of Graph Convolution Operator1808.10073v1 · Zhiqian Chen, Feng Chen, Rongjie Lai et al.2018 · 4 citationsarXiv
Career total: 355 works. 64 are in this corpus.Showing the 50 most recent.
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