Tianyu Shi

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 55

Top Topics

Reinforcement Learning

Tumor Segmentation

Top Venues

Comput. Biol. Medicine

IEEE J. Biomed. Health Informatics

Publications

Tianyu Shi, Ilia Smirnov, Omar ElSamadisy, Baher Abdulhai
SECRM-2D: RL-Based Efficient and Comfortable Route-Following Autonomous Driving with Analytic Safety Guarantees. CoRR (2024)
Ruoxi Cheng, Haoxuan Ma, Shuirong Cao, Tianyu Shi
RLRF: Reinforcement Learning from Reflection through Debates as Feedback for Bias Mitigation in LLMs. CoRR (2024)
Ziqi Zhou, Jingyue Zhang, Jingyuan Zhang, Boyue Wang, Tianyu Shi, Alaa Khamis
In-context Learning for Automated Driving Scenarios. CoRR (2024)
Xuechen Liang, Meiling Tao, Tianyu Shi, Yiting Xie
CMAT: A Multi-Agent Collaboration Tuning Framework for Enhancing Small Language Models. CoRR (2024)
Meiling Tao, Xuechen Liang, Tianyu Shi, Lei Yu, Yiting Xie
RoleCraft-GLM: Advancing Personalized Role-Playing in Large Language Models. CoRR (2024)
Wencheng Zou, Tianyu Shi, Jian Guo, Zhengrong Xiang
A Novel Adaptive Fuzzy Control Scheme for a Class of Nonlinear Planar Systems Under State Constraints. IEEE Trans. Circuits Syst. II Express Briefs 71 (2) (2024)
Chen Yang, Aaron Xuxiang Tian, Dong Chen, Tianyu Shi, Arsalan Heydarian
WcDT: World-centric Diffusion Transformer for Traffic Scene Generation. CoRR (2024)
Tianyu Shi, Wencheng Zou, Jian Guo, Zhengrong Xiang
Adaptive Speed Regulation for Permanent Magnet Synchronous Motor Systems With Speed and Current Constraints. IEEE Trans. Circuits Syst. II Express Briefs 71 (4) (2024)
Yangfan He, Xinyan Wang, Tianyu Shi
DDPM-MoCo: Advancing Industrial Surface Defect Generation and Detection with Generative and Contrastive Learning. CoRR (2024)
Chen Yang, Tianyu Shi
TSDiT: Traffic Scene Diffusion Models With Transformers. CoRR (2024)
Meiling Tao, Xuechen Liang, Yiling Tao, Tianyu Shi
Enhancing Commentary Strategies for Imperfect Information Card Games: A Study of Large Language Models in Guandan Commentary. CoRR (2024)
Yinghui Xia, Yuyan Chen, Tianyu Shi, Jun Wang, Jinsong Yang
AICoderEval: Improving AI Domain Code Generation of Large Language Models. CoRR (2024)
Tianyu Shi, Zhengrong Xiang
Asymptotic tracking control for a class of uncertain nonlinear systems with output constraint. Appl. Math. Comput. 478 (2024)
Zhenshu Wen, Tianyu Shi
Existence and Uniqueness of a Canard Cycle with Cyclicity at Most Two in a Singularly Perturbed Leslie-Gower Predator-Prey Model with Prey Harvesting. Int. J. Bifurc. Chaos 34 (3) (2024)
Zhaoshuo Diao, Huiyan Jiang, Tianyu Shi, Yu-Dong Yao
Siamese semi-disentanglement network for robust PET-CT segmentation. Expert Syst. Appl. 223 (2023)
Junzhi Zhang, Huiyan Jiang, Tianyu Shi
ASE-Net: A tumor segmentation method based on image pseudo enhancement and adaptive-scale attention supervision module. Comput. Biol. Medicine 152 (2023)
Zhaoshuo Diao, Huiyan Jiang, Tianyu Shi
A spatial squeeze and multimodal feature fusion attention network for multiple tumor segmentation from PET-CT Volumes. Eng. Appl. Artif. Intell. 121 (2023)
Huiyan Jiang, Zhaoshuo Diao, Tianyu Shi, Yang Zhou, Feiyu Wang, Wenrui Hu, Xiaolin Zhu, Shijie Luo, Guoyu Tong, Yu-Dong Yao
A review of deep learning-based multiple-lesion recognition from medical images: classification, detection and segmentation. Comput. Biol. Medicine 157 (2023)
Jianxiong Li, Shichao Lin, Tianyu Shi, Chujie Tian, Yu Mei, Jian Song, Xianyuan Zhan, Ruimin Li
A Fully Data-Driven Approach for Realistic Traffic Signal Control Using Offline Reinforcement Learning. CoRR (2023)
Jianshuai Feng, Tianyu Shi, Yuankai Wu, Xiang Xie, Hongwen He, Huachun Tan
Multi-Lane Differential Variable Speed Limit Control via Deep Neural Networks Optimized by an Adaptive Evolutionary Strategy. Sensors 23 (10) (2023)
Tianyu Shi, Huiyan Jiang, Meng Wang, Zhaoshuo Diao, Guoxu Zhang, Yu-Dong Yao
Metabolic Anomaly Appearance Aware U-Net for Automatic Lymphoma Segmentation in Whole-Body PET/CT Scans. IEEE J. Biomed. Health Informatics 27 (5) (2023)
Junyun Ruan, Jinzhuo Tang, Ge Gao, Tianyu Shi, Alaa Khamis
Deep Reinforcement Learning-based Traffic Signal Control. SM (2023)
Meng Wang, Huiyan Jiang, Tianyu Shi, Yu-Dong Yao
SCL-Net: Structured Collaborative Learning for PET/CT Based Tumor Segmentation. IEEE J. Biomed. Health Informatics 27 (2) (2023)
Tianyu Shi, François-Xavier Devailly, Denis Larocque, Laurent Charlin
Improving the generalizability and robustness of large-scale traffic signal control. CoRR (2023)
Kaize Lin, Zihe Jia, Peiqi Li, Tianyu Shi, Alaa Khamis
Cooperative Variable Speed Limit Control using Multi-agent Reinforcement Learning and Evolution Strategy for Improved Throughput in Mixed Traffic. SM (2023)
Guoyu Tong, Huiyan Jiang, Tianyu Shi, Xian-Hua Han, Yu-Dong Yao
A Lightweight Network for Contextual and Morphological Awareness for Hepatic Vein Segmentation. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Yuanquan Hao, Huiyan Jiang, Zhaoshuo Diao, Tianyu Shi, Lizhi Liu, Haojiang Li, Weijing Zhang
MSU-Net: Multi-scale Sensitive U-Net based on pixel-edge-region level collaborative loss for nasopharyngeal MRI segmentation. Comput. Biol. Medicine 159 (2023)
Zhicheng Wang, Tianyu Shi, Liyin Xiao, Cong Liu
Order-sensitive Neural Constituency Parsing. ICTAI (2022)
Meng Wang, Huiyan Jiang, Tianyu Shi, Yu-Dong Yao
HD-RDS-UNet: Leveraging Spatial-Temporal Correlation Between the Decoder Feature Maps for Lymphoma Segmentation. IEEE J. Biomed. Health Informatics 26 (3) (2022)
Zhiyuan Yao, Tianyu Shi, Site Li, Yiting Xie, Yuanyuan Qin, Xiongjie Xie, Huan Lu, Yan Zhang
Towards Modern Card Games with Large-Scale Action Spaces Through Action Representation. CoRR (2022)
Zhaoshuo Diao, Huiyan Jiang, Tianyu Shi
A unified uncertainty network for tumor segmentation using uncertainty cross entropy loss and prototype similarity. Knowl. Based Syst. 246 (2022)
Tianyu Shi, Huiyan Jiang, Bin Zheng
MA-Net: Cross-Modal Cross-Attention Network for Acute Ischemic Stroke Lesion Segmentation Based on CT Perfusion Scans. IEEE Trans. Biomed. Eng. 69 (1) (2022)
Tianyu Shi, Zhicheng Wang, Liyin Xiao, Cong Liu
Fast Rule-Based Decoding: Revisiting Syntactic Rules in Neural Constituency Parsing. CoRR (2022)
Zhicheng Wang, Tianyu Shi, Cong Liu
Joint Chinese Word Segmentation and Span-based Constituency Parsing. CoRR (2022)
Zhicheng Wang, Tianyu Shi, Liyin Xiao, Cong Liu
Order-sensitive Neural Constituency Parsing. CoRR (2022)
Meng Wang, Huiyan Jiang, Tianyu Shi, Zhiguo Wang, Jia Guo, Guoxiu Lu, Youchao Wang, Yu-Dong Yao
PSR-Nets: Deep neural networks with prior shift regularization for PET/CT based automatic, accurate, and calibrated whole-body lymphoma segmentation. Comput. Biol. Medicine 151 (Part) (2022)
Tianyu Shi, Yifei Ai, Omar ElSamadisy, Baher Abdulhai
Bilateral Deep Reinforcement Learning Approach for Better-than-human Car Following Model. CoRR (2022)
Tianyu Shi, Wei Yu
Research on Adjustable Classroom Desks and Chairs Based on the Human Dimensions of Chinese Minors. HCI (18) (2022)
Min Luo, Huiyan Jiang, Tianyu Shi
Multi-stage puncture path planning algorithm of ablation needles for percutaneous radiofrequency ablation of liver tumors. Comput. Biol. Medicine 145 (2022)
Zhiyuan Yao, Tianyu Shi, Site Li, Yiting Xie, Yuanyuan Qin, Xiongjie Xie, Huan Lu, Yan Zhang
Towards Modern Card Games with Large-Scale Action Spaces Through Action Representation. CoG (2022)
Tianyu Shi, Yifei Ai, Omar ElSamadisy, Baher Abdulhai
Bilateral Deep Reinforcement Learning Approach for Better-than-human Car-following. ITSC (2022)
Xi Chen, Tianyu Shi, Qingpeng Zhao, Yuchen Sun, Yunfei Gao, Xiangjun Wang
WILD-SCAV: Benchmarking FPS Gaming AI on Unity3D-based Environments. CoRR (2022)
Tianyu Shi, Dong Chen, Kaian Chen, Zhaojian Li
Offline Reinforcement Learning for Autonomous Driving with Safety and Exploration Enhancement. CoRR (2021)
Tianyu Shi, Wei Yu
Research on the Design of Smart Bracelets for the Elderly Based on Maslow's Hierarchy of Needs. HCI (42) (2021)
Zexu Zhang, Huiyan Jiang, Jiaji Liu, Tianyu Shi
Improving the fidelity of CT image colorization based on pseudo-intensity model and tumor metabolism enhancement. Comput. Biol. Medicine 138 (2021)
Chenyang Xi, Tianyu Shi, Yuankai Wu, Lijun Sun
Efficient Motion Planning for Automated Lane Change based on Imitation Learning and Mixed-Integer Optimization. ITSC (2020)
Tianyu Shi, Jiawei Wang, Yuankai Wu, Lijun Sun
Towards Efficient Connected and Automated Driving System via Multi-agent Graph Reinforcement Learning. CoRR (2020)
Tianyu Shi, Huiyan Jiang, Bin Zheng
A Stacked Generalization U-shape network based on zoom strategy and its application in biomedical image segmentation. Comput. Methods Programs Biomed. 197 (2020)
Tianyu Shi, Pin Wang, Xuxin Cheng, Ching-Yao Chan, Ding Huang
Driving Decision and Control for Automated Lane Change Behavior based on Deep Reinforcement Learning. ITSC (2019)
Pin Wang, Tianyu Shi, Chonghao Zou, Long Xin, Ching-Yao Chan
A Data Driven Method of Feedforward Compensator Optimization for Autonomous Vehicle Control. IV (2019)
Tianyu Shi, Pin Wang, Ching-Yao Chan, Chonghao Zou
A Data Driven Method of Optimizing Feedforward Compensator for Autonomous Vehicle. CoRR (2019)
Tianyu Shi, Pin Wang, Xuxin Cheng, Ching-Yao Chan
Driving Decision and Control for Autonomous Lane Change based on Deep Reinforcement Learning. CoRR (2019)
Chenyang Xi, Tianyu Shi, Jie Chen
A Data Driven Approach for Motion Planning of Autonomous Driving Under Complex Scenario. CoRR (2019)
Pin Wang, Tianyu Shi, Chonghao Zou, Long Xin, Ching-Yao Chan
A Data Driven Method of Feedforward Compensator Optimization for Autonomous Vehicle Control. CoRR (2019)
Huiyan Jiang, Tianyu Shi, Zhiqi Bai, Liangliang Huang
AHCNet: An Application of Attention Mechanism and Hybrid Connection for Liver Tumor Segmentation in CT Volumes. IEEE Access 7 (2019)