Tian Han

1. A Tale of Three Probabilistic Families: Discriminative, Descriptive and Generative Models
   2018/10/09 by Ying Nian Wu, Ying Wu, Ruiqi Gao +7 · 1 voice
   Computer Science · Physics and Astronomy · #Neural Networks and Applications #Model Reduction and Neural Networks #Image and Signal Denoising Methods
2. Learning Latent Space Energy-Based Prior Model
   2020/06/15 by Bo Pang, Pang, Bo, Tian Han +7 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Topic Modeling
3. Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs
   2021/12/09 by Chang Lü, Tian Han, Lu, Chang +2 · 3 citations
   Computer Science · Health Professions · Medicine · #Artificial Intelligence in Healthcare #Chronic Disease Management Strategies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
4. Joint Training of Variational Auto-Encoder and Latent Energy-Based Model
   2020/06/10 by Tian Han, Han, Tian, Erik Nijkamp +9 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning
5. PICE: A Semantic-Driven Progressive Inference System for LLM Serving in Cloud-Edge Networks
   2025/01/16 by Huiyou Zhan, Zhan, Huiyou, Xuan Zhang +11 · 3 citations
   Computer Science · Social Sciences · #Access Control and Trust #Cloud Data Security Solutions #Distributed #FOS: Computer and information sciences #Parallel #Service-Oriented Architecture and Web Services #and Cluster Computing (cs.DC)
6. Multi-Objective Congestion Control
   2021/07/03 by Tian Han, Ma, Yiqing, Xudong Liao +10 · 1 citation
   Computer Science · #Software-Defined Networks and 5G #Network Traffic and Congestion Control #Internet Traffic Analysis and Secure E-voting
7. Learning Latent Space Hierarchical EBM Diffusion Models
   2024/05/22 by Jiali Cui, Tian Han, Cui, Jiali +1 · 2 citations
   Computer Science · #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
8. Learning Joint Latent Space EBM Prior Model for Multi-layer Generator
   2023/06/10 by Jiali Cui, Cui, Jiali, Ying Wu +3 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
9. Learning Hierarchical Features with Joint Latent Space Energy-Based Prior
   2023/10/14 by Jiali Cui, Cui, Jiali, Ying Wu +3 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Neural Networks and Applications #Topic Modeling
10. Learning Energy-based Model via Dual-MCMC Teaching
    2023/12/05 by Jiali Cui, Tian Han, Cui, Jiali +1 · 1 citation
    Computer Science · Materials Science · #Computation (stat.CO) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning in Materials Science #Time Series Analysis and Forecasting
11. Frequency Permutations for Joint Radar and Communications
    2021/05/24 by Rajitha Senanayake, Senanayake, Rajitha, Peter J. Smith +9 · 1 citation
    Engineering · #Advanced SAR Imaging Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #GNSS positioning and interference #Information Theory (cs.IT) #Radar Systems and Signal Processing #Signal Processing (eess.SP) #electronic engineering #information engineering
12. Unlocking Full Efficiency of Token Filtering in Large Language Model Training
    2025/02/01 by Di Chai, Chai, Di, Fuli Li +12 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computational Physics and Python Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel #Topic Modeling #and Cluster Computing (cs.DC)
13. Distribution of maxima and minima statistics on alternating permutations, Springer numbers, and avoidance of flat POPs
    2024/08/23 by Tian Han, Han, Tian, Sergey Kitaev +3 · 1 citation
    Computer Science · Mathematics · #Advanced Algebra and Geometry #Advanced Combinatorial Mathematics #Bayesian Methods and Mixture Models #Combinatorics (math.CO) #FOS: Mathematics