Search Results for author: Yujie Chen

Found 8 papers, 1 papers with code

Progressive Distillation Based on Masked Generation Feature Method for Knowledge Graph Completion

1 code implementation19 Jan 2024 Cunhang Fan, Yujie Chen, Jun Xue, Yonghui Kong, JianHua Tao, Zhao Lv

This paper proposes a progressive distillation method based on masked generation features for KGC task, aiming to significantly reduce the complexity of pre-trained models.

Knowledge Graph Completion Language Modelling +1

Learning to Denoise Unreliable Interactions for Link Prediction on Biomedical Knowledge Graph

no code implementations9 Dec 2023 Tengfei Ma, Yujie Chen, Wen Tao, Dashun Zheng, Xuan Lin, Patrick Cheong-lao Pang, Yiping Liu, Yijun Wang, Bosheng Song, Xiangxiang Zeng

By maximizing the mutual information between the reliable structure and smoothed semantic relations, DenoisedLP emphasizes the informative interactions for predicting relation-specific links.

Denoising Drug Discovery +2

Enhancing Low-Precision Sampling via Stochastic Gradient Hamiltonian Monte Carlo

no code implementations25 Oct 2023 Ziyi Wang, Yujie Chen, Qifan Song, Ruqi Zhang

This paper investigates low-precision sampling via Stochastic Gradient Hamiltonian Monte Carlo (SGHMC) with low-precision and full-precision gradient accumulators for both strongly log-concave and non-log-concave distributions.

Quantization Uncertainty Quantification

Multi-perspective Information Fusion Res2Net with RandomSpecmix for Fake Speech Detection

no code implementations27 Jun 2023 Shunbo Dong, Jun Xue, Cunhang Fan, Kang Zhu, Yujie Chen, Zhao Lv

The main purpose of this system is to improve the model's ability to learn precise forgery information for FSD task in low-quality scenarios.

Data Augmentation

An Online Algorithm for Chance Constrained Resource Allocation

no code implementations6 Mar 2023 Yuwei Chen, Zengde Deng, Yinzhi Zhou, Zaiyi Chen, Yujie Chen, Haoyuan Hu

This paper studies the online stochastic resource allocation problem (RAP) with chance constraints.

Bio-Inspired Adversarial Attack Against Deep Neural Networks

no code implementations30 Jun 2021 Bowei Xi, Yujie Chen, Fan Fei, Zhan Tu, Xinyan Deng

Hence in a successful physical attack against DNN, targeted motion against the system should also be considered.

Adversarial Attack Object

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