Chang‐Tien Lu

1. A Comprehensive Survey on Data Augmentation
   2024/05/15 by Z. Wang, Wang, Zaitian, Pengfei Wang +15 · 11 citations
   Computer Science · Decision Sciences · Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Big Data Technologies and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. InternalInspector I²: Robust Confidence Estimation in LLMs through Internal States
   2024/06/17 by Mohammad Beigi, Ying Shen, Beigi, Mohammad +17 · 7 citations
   Engineering · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Reservoir Engineering and Simulation Methods #Statistical Methods and Inference
3. Exploring the Deceptive Power of LLM-Generated Fake News: A Study of Real-World Detection Challenges
   2024/03/27 by Yanshen Sun, Jianfeng He, Sun, Yanshen +7 · 6 citations
   Social Sciences · Computer Science · #Misinformation and Its Impacts #Spam and Phishing Detection
4. DC-Gaussian: Improving 3D Gaussian Splatting for Reflective Dash Cam Videos
   2024/05/27 by Linhan Wang, Kai Cheng, Wang, Linhan +13 · 5 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Advanced Measurement and Detection Methods #Simulation and Modeling Applications
5. Semi-Supervised Deep Learning Approach for Transportation Mode Identification Using GPS Trajectory Data
   2019/02/01 by Sina Dabiri, Chang-Tien Lu, Chang‐Tien Lu +2 · 2 citations
   Computer Science · Engineering · Social Sciences · #Automated Road and Building Extraction #Data Management and Algorithms #Human Mobility and Location-Based Analysis
6. 'Beating the news' with EMBERS: Forecasting Civil Unrest using Open\n Source Indicators
   2014/02/27 by Naren Ramakrishnan, P. J. Butler, Ramakrishnan, Naren +59 · 1 citation
   Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Computers and Society (cs.CY) #Data Analysis with R #Data-Driven Disease Surveillance #FOS: Computer and information sciences #FOS: Physical sciences #I.2.7 #J.4 #K.4.1 #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
7. Rethinking the Uncertainty: A Critical Review and Analysis in the Era of Large Language Models
   2024/10/26 by Mohammad Beigi, Sijia Wang, Beigi, Mohammad +20 · 1 citation
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
8. Can LLM find the green circle? Investigation and Human-guided tool manipulation for compositional generalization
   2023/12/12 by M. Zhang, Zhang, Min, Jianfeng He +8 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
9. Can We Trust the Performance Evaluation of Uncertainty Estimation Methods in Text Summarization?
   2024/06/25 by Jianfeng He, Runing Yang, He, Jianfeng +13 · 1 citation
   Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
10. StockTime: A Time Series Specialized Large Language Model Architecture for Stock Price Prediction
    2024/08/25 by Shengkun Wang, Wang, Shengkun, Taoran Ji +9 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Complex Systems and Time Series Analysis #Computational Engineering #FOS: Computer and information sciences #FOS: Economics and business #Finance #Machine Learning (cs.LG) #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods #and Science (cs.CE)
11. Exposing LLM Vulnerabilities: Adversarial Scam Detection and Performance
    2024/12/01 by Chen-Wei Chang, Chang, Chen-Wei, Shailik Sarkar +16 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Social and Information Networks (cs.SI) #Spam and Phishing Detection