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ORCIDDan Li 0016
Person information
- affiliation: National University of Singapore, Institute of Data Science, Singapore
- affiliation (PhD 2017): Nanyang Technological University, School of Electrical and Electronic Engineering, Singapore
Other persons with the same name
- Dan Li — disambiguation page
- Dan Li 0001
![[0000-0002-7581-8865]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-7581-8865")
— Tsinghua University, Department of Computer Science and Technology, Beijing, China (and 2 more) - Dan Li 0002 — Northern Arizona University, Flagstaff, AZ, USA (and 1 more)
- Dan Li 0003 — University of Science and Technology Beijing, Department of Applied Mathematics, China
- Dan Li 0004 — Fudan University, Research Center of Smart Networks and Systems, Shanghai, China
- Dan Li 0005 — Hohai University Wentian College, Foundation Department, Maanshan, China
- Dan Li 0006 — Tianjin University, School of Computer Science and Technology, China
- Dan Li 0007 — National Digital Switching System Engineering and Technology Research Center, Zhengzhou, China
- Dan Li 0008 — Shanghai Normal University, Mathematics and Science College, China
- Dan Li 0009 — Durham University, Department of Engineering, UK
- Dan Li 0010 — Chengdu Technological University, Department of Electrical and Electronics Engineering, China
- Dan Li 0011 — Xi'an Jiaotong University, School of Microelectronics, China
- Dan Li 0012 — Huazhong University of Science and Technology, School of Computer Science, Wuhan, China
- Dan Li 0013 — Zhejiang University, College of Pharmaceutical Sciences, Hangzhou, China
- Dan Li 0014 — Nanjing University of Aeronautics and Astronautics, College of Astronautics, China (and 1 more)
- Dan Li 0015 — Elsevier, Amsterdam, The Netherlands (and 2 more)
- Dan Li 0017 — China Agricultural University, College of Information and Electrical Engineering, Beijing, China
- Dan Li 0018 — Nanjing University of Aeronautics and Astronautics, College of Computer Science and Technology, China
- Dan Li 0019 — Shandong University of Science and Technology, College of Economics and Management / College of Mathematics and Systems Science, Qingdao, China
- Dan Li 0020 — University of California San Diego, Department of Mechanical and Aerospace Engineering, La Jolla, CA, USA
- Dan Li 0021 — Hefei University of Technology, School of Civil Engineering, China
- Dan Li 0022 — Xi'an University of Technology, School of Computer Science and Engineering, China
- Dan Li 0023 — Chalmers University of Technology, Gothenburg, Sweden
- Dan Li 0024 — Northeast Forestry University, Department of Computer Science and Technology, Harbin, China
- Dan Li 0025 — Anhui University of Technology, School of Electrical Information and Engineering, Ma'anshan, China
- Dan Li 0026 — Georgia Institute of Technology, School of Civil and Environmental Engineering, Atlanta, GA, USA
- Dan Li 0027 — Tsinghua University, State Key Laboratory of Hydroscience and Engineering, Beijing, China
- Dan Li 0028 — Northeastern University, School of Computer Science and Engineering, Shenyang, China
- Dan Li 0029 — Guangdong University of Technology, School of Automation, Guangzhou, China
- Dan Li 0030 — Georgia Institute of Technology, Atlanta, GA, USA (and 1 more)
- Dan Li 0031 — Xinjiang University, College of Mathematics and System Science, Urumqi, China
- Dan Li 0032 — Sun Yat-sen University, Guangzhou, China
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2020 – today
- 2026
[j7]Hamzah A. A. M. Qaid, Bo Zhang, Shuai Su, Dan Li, See-Kiong Ng, Wei Li:
Large language models for explainable fault diagnosis of machines. Eng. Appl. Artif. Intell. 163: 113131 (2026)- [j6]Richa Hu, Dan Li, Jian Lou, Ruibing Jin, Bingxin Lin, Wenzhong Li, See-Kiong Ng, Zibin Zheng:
Restoring missing gaps and intervals via global consistency and local coherence. Expert Syst. Appl. 301: 129862 (2026) - [i20]Jiahui Zhou, Dan Li, Boxin Li, Xiao Zhang, Erli Meng, Lin Li, Zhuomin Chen, Jian Lou, See-Kiong Ng:
Time Series Reasoning via Process-Verifiable Thinking Data Synthesis and Scheduling for Tailored LLM Reasoning. CoRR abs/2602.07830 (2026) - 2025
- [j5]Han Yang, Junyuan Fang, Jiajing Wu, Dan Li, Yaonan Wang, Zibin Zheng:
Soft label enhanced graph neural network under heterophily. Knowl. Based Syst. 309: 112861 (2025) - [c21]Dan Li, Zigui Jiang, Yuxin Su, Zibin Zheng:
Fostering Active Learning: A Study on Anonymous Q&A Software in Undergraduate Education. SSE 2025: 219-225 - [c20]Chenxi Mao, Yuxin Su, Dan Li:
LogExpertSolver: A Multi-Agent Framework for Domain-Specialized Log Parsing. APSEC 2025: 937-946 - [c19]Zhuomin Chen, Dan Li, Jiahui Zhou, Shunyu Wu, Haozheng Ye, Jian Lou, See-Kiong Ng:
Integrating Time Series into LLMs via Multi-layer Steerable Embedding Fusion for Enhanced Forecasting. CIKM 2025: 4675-4679 - [c18]Dan Li, Junnan Tang, Shunyu Wu, Zibin Zheng, See-Kiong Ng:
Cyber-Attack Detection and Localization for SCADA system of CPSs. Forge@ICSE 2025: 269-279 - [c17]Jingwen Tan, Gopi Krishnan Rajbahadur, Zi Li, Xiangfu Song, Jianshan Lin, Dan Li, Zibin Zheng, Ahmed E. Hassan:
LicenseGPT: A Fine-tuned Foundation Model for Publicly Available Dataset License Compliance. SIGSOFT FSE Companion 2025: 39-50 - [c16]Chengfeng Qiu, Jiahui Zhou, Yongfeng Liao, Zhengliang Cui, Dan Li:
A Unified CatBoost Framework for IoT Data Classification Using Multi-Level Feature Extraction. WWW (Companion Volume) 2025: 3026-3029 - [i19]Jingwen Tan, Gopi Krishnan Rajbahadur, Zi Li, Xiangfu Song, Jianshan Lin, Dan Li, Zibin Zheng, Ahmed E. Hassan:
LicenseGPT: A Fine-tuned Foundation Model for Publicly Available Dataset License Compliance. CoRR abs/2501.00106 (2025) - [i18]Zekai Zhang, Dan Li, Shunyu Wu, Junya Cai, Bo Zhang, See-Kiong Ng, Zibin Zheng:
BACE-RUL: A Bi-directional Adversarial Network with Covariate Encoding for Machine Remaining Useful Life Prediction. CoRR abs/2503.11730 (2025) - [i17]Xinyu Li, Yingtong Huo, Chenxi Mao, Shiwen Shan, Yuxin Su, Dan Li, Zibin Zheng:
AnomalyGen: An Automated Semantic Log Sequence Generation Framework with LLM for Anomaly Detection. CoRR abs/2504.12250 (2025) - [i16]Jiahui Zhou, Dan Li, Lin Li, Zhuomin Chen, Shunyu Wu, Haozheng Ye, Jian Lou, Costas J. Spanos:
Enhancing LLM Reasoning for Time Series Classification by Tailored Thinking and Fused Decision. CoRR abs/2506.00807 (2025) - [i15]Shunyu Wu, Dan Li, Haozheng Ye, Zhuomin Chen, Jiahui Zhou, Jian Lou, Zibin Zheng, See-Kiong Ng:
TSRating: Rating Quality of Diverse Time Series Data by Meta-learning from LLM Judgment. CoRR abs/2506.01290 (2025) - [i14]Zhuomin Chen, Dan Li, Jiahui Zhou, Shunyu Wu, Haozheng Ye, Jian Lou, See-Kiong Ng:
Integrating Time Series into LLMs via Multi-layer Steerable Embedding Fusion for Enhanced Forecasting. CoRR abs/2508.16059 (2025) - [i13]Shiwen Shan, Yintong Huo, Yuxin Su, Zhining Wang, Dan Li, Zibin Zheng:
ConfLogger: Enhance Systems' Configuration Diagnosability through Configuration Logging. CoRR abs/2508.20977 (2025) - [i12]Zekai Zhang, Mingwei Liu, Zhenxi Chen, Linxi Liang, Yuxuan Chen, Guangsheng Ou, Yanlin Wang, Dan Li, Xin Peng, Zibin Zheng:
Generating High-Quality Datasets for Code Editing via Open-Source Language Models. CoRR abs/2509.25203 (2025) - [i11]Shunyu Wu, Tianyue Li, Yixuan Leng, Jingyi Suo, Jian Lou, Dan Li, See-Kiong Ng:
Lightweight Time Series Data Valuation on Time Series Foundation Models via In-Context Finetuning. CoRR abs/2511.11648 (2025) - 2024
- [c15]Chenxi Mao, Yuxin Su, Shiwen Shan, Dan Li:
eWAPA: An eBPF-based WASI Performance Analysis Framework for Web Assembly Runtimes. SSE 2024: 323-333 - [c14]Gang Tu, Dan Li, Bingxin Lin, Zibin Zheng, See-Kiong Ng:
GLA-DA: Global-Local Alignment Domain Adaptation for Multivariate Time Series. DASFAA (5) 2024: 476-492 - [c13]Shiwen Shan, Yintong Huo, Yuxin Su, Yichen Li, Dan Li, Zibin Zheng:
Face It Yourselves: An LLM-Based Two-Stage Strategy to Localize Configuration Errors via Logs. ISSTA 2024: 13-25 - [i10]Shiwen Shan, Yintong Huo, Yuxin Su, Yichen Li, Dan Li, Zibin Zheng:
Face It Yourselves: An LLM-Based Two-Stage Strategy to Localize Configuration Errors via Logs. CoRR abs/2404.00640 (2024) - [i9]Ruibing Jin, Qing Xu, Min Wu, Yuecong Xu, Dan Li, Xiaoli Li, Zhenghua Chen:
LLM-based Knowledge Pruning for Time Series Data Analytics on Edge-computing Devices. CoRR abs/2406.08765 (2024) - [i8]Chenxi Mao, Yuxin Su, Shiwen Shan, Dan Li:
eWAPA: An eBPF-based WASI Performance Analysis Framework for WebAssembly Runtimes. CoRR abs/2409.10252 (2024) - [i7]Gang Tu, Dan Li, Bingxin Lin, Zibin Zheng, See-Kiong Ng:
GLA-DA: Global-Local Alignment Domain Adaptation for Multivariate Time Series. CoRR abs/2410.06671 (2024) - [i6]Hamzah A. A. M. Qaid, Bo Zhang, Dan Li, See-Kiong Ng, Wei Li:
FD-LLM: Large Language Model for Fault Diagnosis of Machines. CoRR abs/2412.01218 (2024) - 2023
- [c12]Junnan Tang, Dan Li, Zibin Zheng:
MAD-SGS: Multivariate Anomaly Detection with Multi-scale Self-learned Graph Structures. BIC-TA (2) 2023: 17-31 - [c11]Richa Hu, Dan Li, See-Kiong Ng, Zibin Zheng:
CB-GAN: Generate Sensitive Data with a Convolutional Bidirectional Generative Adversarial Networks. DASFAA (4) 2023: 159-174 - [c10]Jingwen Tan, Dan Li, Zibin Zheng, See-Kiong Ng:
Fault Detection and Diagnosis of Air Handling Units Based On Adversarial Multi-task Learning. ICDM (Workshops) 2023: 89-98 - [c9]Jie Wang, Dan Li, Zibin Zheng, See-Kiong Ng:
Adversarial Maritime Trajectory Prediction with Real-time Spatial-Temporal Mutual Influence. ICDM (Workshops) 2023: 852-859 - 2022
- [c8]Panpan Qi, Dan Li, See-Kiong Ng:
MAD-SGCN: Multivariate Anomaly Detection with Self-learning Graph Convolutional Networks. ICDE 2022: 1232-1244 - 2021
- [i5]Dacheng Chen, Dan Li, Xiuqin Xu, Ruizhi Yang, See-Kiong Ng:
Electrocardiogram Classification and Visual Diagnosis of Atrial Fibrillation with DenseECG. CoRR abs/2101.07535 (2021) - 2020
- [j4]Dan Li, Yuxun Zhou, Guoqiang Hu, Costas J. Spanos:
Handling Incomplete Sensor Measurements in Fault Detection and Diagnosis for Building HVAC Systems. IEEE Trans Autom. Sci. Eng. 17(2): 833-846 (2020) - [c7]Dan Li, Hang Liu, See-Kiong Ng:
VC-GAN: Classifying Vessel Types by Maritime Trajectories using Generative Adversarial Networks. ICTAI 2020: 923-928
2010 – 2019
- 2019
- [j3]Dan Li, Yuxun Zhou, Guoqiang Hu, Costas J. Spanos:
Identifying Unseen Faults for Smart Buildings by Incorporating Expert Knowledge With Data. IEEE Trans Autom. Sci. Eng. 16(3): 1412-1425 (2019) - [c6]Dan Li, Dacheng Chen, Baihong Jin, Lei Shi, Jonathan Goh, See-Kiong Ng:
MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks. ICANN (4) 2019: 703-716 - [c5]Baihong Jin, Yuxin Chen, Dan Li, Kameshwar Poolla, Alberto L. Sangiovanni-Vincentelli:
A One-Class Support Vector Machine Calibration Method for Time Series Change Point Detection. ICPHM 2019: 1-5 - [c4]Baihong Jin, Dan Li, Seshadhri Srinivasan, See-Kiong Ng, Kameshwar Poolla, Alberto L. Sangiovanni-Vincentelli:
Detecting and Diagnosing Incipient Building Faults Using Uncertainty Information from Deep Neural Networks. ICPHM 2019: 1-8 - [i4]Dan Li, Dacheng Chen, Lei Shi, Baihong Jin, Jonathan Goh, See-Kiong Ng:
MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks. CoRR abs/1901.04997 (2019) - [i3]Baihong Jin, Yuxin Chen, Dan Li, Kameshwar Poolla, Alberto L. Sangiovanni-Vincentelli:
A One-Class Support Vector Machine Calibration Method for Time Series Change Point Detection. CoRR abs/1902.06361 (2019) - [i2]Baihong Jin, Dan Li, Seshadhri Srinivasan, See-Kiong Ng, Kameshwar Poolla, Alberto L. Sangiovanni-Vincentelli:
Detecting and Diagnosing Incipient Building Faults Using Uncertainty Information from Deep Neural Networks. CoRR abs/1902.06366 (2019) - 2018
- [j2]Ruoxi Jia, Baihong Jin, Ming Jin, Yuxun Zhou, Ioannis C. Konstantakopoulos, Han Zou, Joyce Kim, Dan Li, Weixi Gu, Reza Arghandeh, Pierluigi Nuzzo, Stefano Schiavon, Alberto L. Sangiovanni-Vincentelli, Costas J. Spanos:
Design Automation for Smart Building Systems. Proc. IEEE 106(9): 1680-1699 (2018) - [i1]Dan Li, Dacheng Chen, Jonathan Goh, See-Kiong Ng:
Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series. CoRR abs/1809.04758 (2018) - 2017
- [j1]Dan Li, Yuxun Zhou, Guoqiang Hu, Costas J. Spanos:
Optimal Sensor Configuration and Feature Selection for AHU Fault Detection and Diagnosis. IEEE Trans. Ind. Informatics 13(3): 1369-1380 (2017) - 2016
- [c3]Dan Li, Yuxun Zhou, Guoqiang Hu, Costas J. Spanos:
Fusing system configuration information for building cooling plant Fault Detection and severity level identification. CASE 2016: 1319-1325 - [c2]Yuxun Zhou, Jae Yeon Baek, Dan Li, Costas J. Spanos:
Optimal Training and Efficient Model Selection for Parameterized Large Margin Learning. PAKDD (1) 2016: 52-64 - 2015
- [c1]Yuxun Zhou, Dan Li, Costas J. Spanos:
Learning Optimization Friendly Comfort Model for HVAC Model Predictive Control. ICDM Workshops 2015: 430-439
Coauthor Index
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