Publications & Patents

[1] Neural Mixture Density Processes

[2] Enhancing Generative Auto-bidding with Offline Reward Evaluation and Policy Search

[3] Tail Task Risk Minimization in Meta-Learning from Theoretical Advances to Practical Strategies

[4] VAO: Validation-Aligned Optimization for Cross-Task Generative Auto-Bidding

[5] Fast and robust: Task sampling with posterior and diversity synergies for adaptive decision-makers in randomized environments

[6] Model Predictive Task Sampling for Efficient and Robust Adaptation

[7] Robust Fast Adaptation from Adversarially Explicit Task Distribution Generation

[8] Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning

[9] Data Labeling through the Centralities of Co-reference Networks Improves the Classification Accuracy of Scientific Papers

[10] A Simple Yet Effective Strategy to Robustify the Meta Learning Paradigm

[11] Multi-scale Graph Pooling Approach with Adaptive Key Subgraph for Graph Representations

[12] Large-scale Generative Simulation Artificial Intelligence: the Next Hotspot

[13] A Multi-view Method of Scientific Paper Classification via Heterogeneous Graph Embeddings

基于分布式鲁棒元强化学习的机器人运动控制方法 · 202411382585.8

面向类不平衡的网络流量分类方法 · 202410766822.4