Ge Liu

1. Online Reward-Weighted Fine-Tuning of Flow Matching with Wasserstein Regularization
   2025/02/09 by Jiajun Fan, Fan, Jiajun, Shen, Shuaike +8 · 10 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep\n Ensembles
   2019/06/18 by Siddhartha Jain, Ge Liu, Jain, Siddhartha +5 · 2 citations
   Computer Science · Materials Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning in Materials Science
3. Training Free Guided Flow Matching with Optimal Control
   2024/10/23 by Luran Wang, Chaoran Cheng, Wang, Luran +7 · 6 citations
   Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Flow Measurement and Analysis #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
4. Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension
   2024/11/26 by Jiahan Li, Tong Chen, Li, Jiahan +17 · 5 citations
   Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Biochemical and Structural Characterization #Biomolecules (q-bio.BM) #Chemical Synthesis and Analysis #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics
5. α-Flow: A Unified Framework for Continuous-State Discrete Flow Matching Models
   2025/04/14 by Chaoran Cheng, Jiahan Li, Cheng, Chaoran +5 · 6 citations
   Decision Sciences · Engineering · #Simulation Techniques and Applications #Traffic Prediction and Management Techniques
6. Improving Protein Sequence Design through Designability Preference Optimization
   2025/05/30 by Andrew Kubaney, Xue, Fanglei, Kubaney, Andrew +10 · 4 citations
   Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Protein Structure and Dynamics
7. Off-Policy Evaluation from Logged Human Feedback
   2024/06/14 by Aniruddha Bhargava, Lalit Jain, Bhargava, Aniruddha +7 · 1 citation
   Computer Science · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
8. Paper Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance
   2024/09/06 by Guanyu Lin, Lin, Guanyu, Tao Feng +6 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #Educational Technology and Assessment #FOS: Computer and information sciences
9. Variational Supervised Contrastive Learning
   2025/06/09 by Ziwen Wang, Wang, Ziwen, Thao D. Nguyen +6 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Face recognition and analysis #Advanced Neural Network Applications
10. SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads
    2026/07/25 by Congfei Zhang, Jingxiao Ma, Xiaodong Liu +14
    #cs.IR #cs.CL #cs.LG