Wei Jiang

SUDA-Alibaba at MRP 2019: Graph-Based Models with BERT

2019

Yue Zhang, Wei Jiang, Qingrong Xia, Junjie Cao, Rui Wang, Zhenghua Li, Min Zhang. Proceedings of the Shared Task on Cross-Framework Meaning Representation Parsing at the 2019 Conference on Natural Language Learning. 2019.

Bayesian Optimization Machine Learning Models for True and Fake News Classification

2023

The performance of a machine learning algorithm depends largely on determining a set of hyperparameters. These hyperparameters have a significant influence on the accuracy of the algorithm. With the increase in algorithm complexity, there are …

Secure Comparisons of Single Nucleotide Polymorphisms Using Secure Multiparty Computation: Method Development

2023 · JMIR Bioinformatics and Biotechnology

BACKGROUND: While genomic variations can provide valuable information for health care and ancestry, the privacy of individual genomic data must be protected. Thus, a secure environment is desirable for a human DNA database such that …

Improved Methods for Model Pruning and Knowledge Distillation

2025 · arXiv (Cornell University)

Model pruning is a performance optimization technique for large language models like R1 or o3-mini. However, existing pruning methods often lead to significant performance degradation or require extensive retraining and fine-tuning. This technique aims to …

Multi-Agent Reinforcement Learning for Efficient Content Caching in Mobile D2D Networks

2019 · IEEE Transactions on Wireless Communications

To address the increase of multimedia traffic dominated by streaming videos, user equipment (UE) can collaboratively cache and share contents to alleviate the burden of base stations. Prior work on device-to-device (D2D) caching policies assumes …