Tianyu Zhao | DeepAI

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Featured Co-authors

Ang Li
174 publications
Xiao Wang
144 publications
Cheng Yang
59 publications
Nikolay Atanasov
57 publications
Qinghua Hu
40 publications
Chuan Shi
38 publications
Hirofumi Inaguma
36 publications
Huan Zhao
35 publications
Minghua Chen
35 publications
Tatsuya Kawahara
35 publications
Wenqi Ren
35 publications

∙ 08/31/2023

DECODE: DilatEd COnvolutional neural network for Detecting Extreme-mass-ratio inspirals

The detection of Extreme Mass Ratio Inspirals (EMRIs) is intricate due t...

0 Tianyu Zhao, et al. ∙

∙ 07/12/2023

FAIRO: Fairness-aware Adaptation in Sequential-Decision Making for Human-in-the-Loop Systems

Achieving fairness in sequential-decision making systems within Human-in...

0 Tianyu Zhao, et al. ∙

∙ 06/22/2023

Reinforcement Federated Learning Method Based on Adaptive OPTICS Clustering

Federated learning is a distributed machine learning technology, which r...

0 Tianyu Zhao, et al. ∙

∙ 06/01/2023

Focused Prefix Tuning for Controllable Text Generation

In a controllable text generation dataset, there exist unannotated attri...

0 Congda Ma, et al. ∙

∙ 07/06/2022

Aspect-Based Sentiment Analysis using Local Context Focus Mechanism with DeBERTa

Text sentiment analysis, also known as opinion mining, is research on th...

0 Tianyu Zhao, et al. ∙

∙ 06/24/2022

End-to-End Text-to-Speech Based on Latent Representation of Speaking Styles Using Spontaneous Dialogue

The recent text-to-speech (TTS) has achieved quality comparable to that ...

0 Kentaro Mitsui, et al. ∙

∙ 04/29/2022

A Digital Twin Framework for Cyber Security in Cyber-Physical Systems

Currently, most of the research in digital twins focuses on simulation a...

0 Tianyu Zhao, et al. ∙

∙ 02/18/2022

Space4HGNN: A Novel, Modularized and Reproducible Platform to Evaluate Heterogeneous Graph Neural Network

Heterogeneous Graph Neural Network (HGNN) has been successfully employed...

18 Tianyu Zhao, et al. ∙

∙ 12/15/2021

Ensuring DNN Solution Feasibility for Optimization Problems with Convex Constraints and Its Application to DC Optimal Power Flow Problems

Ensuring solution feasibility is a key challenge in developing Deep Neur...

6 Tianyu Zhao, et al. ∙

∙ 07/10/2021

Weaving Attention U-net: A Novel Hybrid CNN and Attention-based Method for Organs-at-risk Segmentation in Head and Neck CT Images

In radiotherapy planning, manual contouring is labor-intensive and time-...

0 Zhuangzhuang Zhang, et al. ∙

∙ 03/11/2021

CORSAIR: Convolutional Object Retrieval and Symmetry-AIded Registration

This paper considers online object-level mapping using partial point-clo...

0 Tianyu Zhao, et al. ∙

∙ 09/21/2020

Semi-supervised Semantic Segmentation of Organs at Risk on 3D Pelvic CT Images

Automated segmentation of organs-at-risk in pelvic computed tomography (...

0 Zhuangzhuang Zhang, et al. ∙

∙ 09/15/2020

Multi-Referenced Training for Dialogue Response Generation

In open-domain dialogue response generation, a dialogue context can be c...

0 Tianyu Zhao, et al. ∙

∙ 08/11/2020

ARPM-net: A novel CNN-based adversarial method with Markov Random Field enhancement for prostate and organs at risk segmentation in pelvic CT images

Purpose: The research is to develop a novel CNN-based adversarial deep l...

0 Zhuangzhuang Zhang, et al. ∙

∙ 07/02/2020

DeepOPF: A Feasibility-Optimized Deep Neural Network Approach for AC Optimal Power Flow Problems

The AC-OPF problem is the key and challenging problem in the power syste...

0 Xiang Pan, et al. ∙

∙ 04/23/2020

End-to-end speech-to-dialog-act recognition

Spoken language understanding, which extracts intents and/or semantic co...

0 Viet-Trung Dang, et al. ∙

∙ 04/10/2020

Designing Precise and Robust Dialogue Response Evaluators

Automatic dialogue response evaluator has been proposed as an alternativ...

0 Tianyu Zhao, et al. ∙

∙ 10/30/2019

DeepOPF: A Deep Neural Network Approach for Security-Constrained DC Optimal Power Flow

We develop DeepOPF as a Deep Neural Network (DNN) approach for solving s...

0 Xiang Pan, et al. ∙

∙ 07/12/2019

Effective Incorporation of Speaker Information in Utterance Encoding in Dialog

In dialog studies, we often encode a dialog using a hierarchical encoder...

0 Tianyu Zhao, et al. ∙

∙ 05/31/2019

Content Word-based Sentence Decoding and Evaluating for Open-domain Neural Response Generation

Various encoder-decoder models have been applied to response generation ...

0 Tianyu Zhao, et al. ∙

∙ 12/11/2018

Unsupervised Degradation Learning for Single Image Super-Resolution

Deep Convolution Neural Networks (CNN) have achieved significant perform...

8 Tianyu Zhao, et al. ∙

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