Tian Li

1. Federated Learning: Challenges, Methods, and Future Directions
   2020/05/01 by Tian Li, Anit Kumar Sahu, Ameet Talwalkar +1 · 99 citations
   Computer Science · Social Sciences · #Big Data and Digital Economy #Human Mobility and Location-Based Analysis #Privacy-Preserving Technologies in Data
2. Ditto: Fair and Robust Federated Learning Through Personalization
   2020/12/08 by Tian Li, Li, Tian, Shengyuan Hu +5 · 52 citations
   Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
3. Developing fibrillated cellulose as a sustainable technological material
   2021/02/03 by Tian Li, Chaoji Chen, Alexandra H. Brozena +8 · 16 citations
   Materials Science · #Advanced Cellulose Research Studies #Electrospun Nanofibers in Biomedical Applications #Nanocomposite Films for Food Packaging
4. A Field Guide to Federated Optimization
   2021/07/14 by Jianyu Wang, Zachary Charles, Wang, Jianyu +103 · 17 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
5. Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads
   2017/08/24 by Tian Li, Jie Zhong, Li, Tian +7 · 3 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
6. Private Adaptive Optimization with Side Information
   2022/02/12 by Tian Li, Manzil Zaheer, Li, Tian +5 · 4 citations
   Computer Science · #Advanced Neural Network Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
7. Motley: Benchmarking Heterogeneity and Personalization in Federated Learning
   2022/06/18 by Shanshan Wu, Tian Li, Wu, Shanshan +11 · 3 citations
   Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
8. Unveiling a 36 Billion Solar Mass Black Hole at the Centre of the Cosmic Horseshoe Gravitational Lens
   2025/02/19 by Carlos R. Melo-Carneiro, Carlos R Melo-Carneiro, Thomas E. Collett +14 · 3 voices · 4 citations
   Physics and Astronomy · #astro-ph.GA #astro-ph.CO
9. Metabolic Engineering of Saccharomyces cerevisiae To Overproduce Squalene
   2020/01/28 by Tian Li, Guo-Song Liu, Wei Zhou +12 · 16 citations
   Biochemistry, Genetics and Molecular Biology · Engineering · #Microbial Metabolic Engineering and Bioproduction #Plant biochemistry and biosynthesis #Biofuel production and bioconversion
10. Generalization and Robustness of the Tilted Empirical Risk
    2024/09/28 by Gholamali Aminian, Amir R. Asadi, Aminian, Gholamali +9 · 5 citations
    Decision Sciences · #Risk and Portfolio Optimization
11. Coarse-Super-Resolution-Fine Network (CoSF-Net): A Unified End-to-End Neural Network for 4D-MRI with Simultaneous Motion Estimation and Super-Resolution
    2022/11/21 by Shaohua Zhi, Zhi, Shaohua, Yinghui Wang +17 · 2 citations
    Physics and Astronomy · Medicine · #Advanced Radiotherapy Techniques #Medical Imaging Techniques and Applications #Advanced MRI Techniques and Applications
12. Finding Black Holes: an Unconventional Multi-messenger
    2024/06/20 by Laura E. Uronen, Uronen, Laura E., Tian Li +12 · 3 citations
    Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #High Energy Astrophysical Phenomena (astro-ph.HE) #Relativity and Gravitational Theory
13. Efficient Distributed Optimization under Heavy-Tailed Noise
    2025/02/06 by Su Hyeong Lee, Manzil Zaheer, Lee, Su Hyeong +3 · 4 citations
    Computer Science · #Distributed Sensor Networks and Detection Algorithms #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
14. Tilted Sharpness-Aware Minimization
    2024/10/30 by Tian Li, Tianyi Zhou, Li, Tian +3 · 3 citations
    Materials Science · Engineering · Computer Science · #Textile materials and evaluations #Vehicle License Plate Recognition #Hand Gesture Recognition Systems
15. Heterogeneity for the Win: One-Shot Federated Clustering
    2021/03/01 by Don Kurian Dennis, Tian Li, Dennis, Don Kurian +3 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data #Internet Traffic Analysis and Secure E-voting #Mobile Crowdsensing and Crowdsourcing
16. Active subglacial lakes in the Canadian Arctic identified by multi-annual ice elevation changes
    2026/03/23 by Whyjay Zheng, Wesley Van Wychen, Tian Li +1 · 1 voice
    Earth and Planetary Sciences · #Cryospheric studies and observations #Arctic and Antarctic ice dynamics #Geology and Paleoclimatology Research
17. Euclid: A complete Einstein ring in NGC 6505
    2025/02/01 by C. M. O'Riordan, Conor M. O’Riordan, L. J. Oldham +224 · 4 voices · 1 citation
    Physics and Astronomy · #Adaptive optics and wavefront sensing #Astrophysical Phenomena and Observations #Galaxies: Formation, Evolution, Phenomena #astro-ph.GA
18. Dehazing-NeRF: Neural Radiance Fields from Hazy Images
    2023/04/22 by Tian Li, Lu Li, Li, Tian +5 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
19. Enhancing the Privacy of Federated Learning with Sketching
    2019/11/05 by Zaoxing Liu, Tian Li, Liu, Zaoxing +5 · 1 citation
    Computer Science · Social Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Networking and Internet Architecture (cs.NI) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
20. Maximizing Global Model Appeal in Federated Learning
    2022/05/30 by Yae Jee Cho, Cho, Yae Jee, Divyansh Jhunjhunwala +7 · 1 citation
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data