Xiaoyuan Guo

According to our database, Xiaoyuan Guo authored at least 28 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues.

Diji Yang, Jinmeng Rao, Kezhen Chen, Xiaoyuan Guo, Yawen Zhang, Jie Yang, Yi Zhang

CoRR, 2024

Higher Layers Need More LoRA Experts.

Chongyang Gao, Kezhen Chen, Jinmeng Rao, Baochen Sun, Ruibo Liu, Daiyi Peng, Yawen Zhang, Xiaoyuan Guo, Jie Yang, V. S. Subrahmanian

CoRR, 2024

IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues.

Diji Yang, Jinmeng Rao, Kezhen Chen, Xiaoyuan Guo, Yawen Zhang, Jie Yang, Yi Zhang

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Tackling Vision Language Tasks through Learning Inner Monologues.

Diji Yang, Kezhen Chen, Jinmeng Rao, Xiaoyuan Guo, Yawen Zhang, Jie Yang, Yi Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

MedShift: Automated Identification of Shift Data for Medical Image Dataset Curation.

Xiaoyuan Guo, Judy Wawira Gichoya, Hari Trivedi, Saptarshi Purkayastha, Imon Banerjee

IEEE J. Biomed. Health Informatics, August, 2023

Self-supervised semantic segmentation of retinal pigment epithelium cells in flatmount fluorescent microscopy images.

Hanyi Yu, Fusheng Wang, George Teodoro, Fan Chen, Xiaoyuan Guo, John Nickerson, Jun Kong

Bioinform., April, 2023

Evaluation and Mitigation of Agnosia in Multimodal Large Language Models.

Jiaying Lu, Jinmeng Rao, Kezhen Chen, Xiaoyuan Guo, Yawen Zhang, Baochen Sun, Carl Yang, Jie Yang

CoRR, 2023

LOWA: Localize Objects in the Wild with Attributes.

Xiaoyuan Guo, Kezhen Chen, Jinmeng Rao, Yawen Zhang, Baochen Sun, Jie Yang

CoRR, 2023

Silicon Photonic Tunable Flat-top Filters based on CROW Structures at 2-μm Spectral Range.

You Wu, Xiaoyuan Guo, Xi Wang, Jiangbing Du, Qinghai Song, Ke Xu

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

2022

CVAD - An unsupervised image anomaly detector.

Xiaoyuan Guo, Judy Wawira Gichoya, Saptarshi Purkayastha, Imon Banerjee

Softw. Impacts, 2022

OSCARS: An Outlier-Sensitive Content-Based Radiography Retrieval System.

Xiaoyuan Guo, Jiali Duan, Saptarshi Purkayastha, Hari Trivedi, Judy Wawira Gichoya, Imon Banerjee

Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

CVAD: An Anomaly Detector for Medical Images Based on Cascade VAE.

Xiaoyuan Guo, Judy Wawira Gichoya, Saptarshi Purkayastha, Imon Banerjee

Proceedings of the Medical Image Learning with Limited and Noisy Data, 2022

Augmenting Vision Language Pretraining by Learning Codebook with Visual Semantics.

Xiaoyuan Guo, Jiali Duan, C.-C. Jay Kuo, Judy Wawira Gichoya, Imon Banerjee

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

MedShift: identifying shift data for medical dataset curation.

Xiaoyuan Guo, Judy Wawira Gichoya, Hari Trivedi, Saptarshi Purkayastha, Imon Banerjee

CoRR, 2021

CVAD: A generic medical anomaly detector based on Cascade VAE.

Xiaoyuan Guo, Judy Wawira Gichoya, Saptarshi Purkayastha, Imon Banerjee

CoRR, 2021

Margin-Aware Intra-Class Novelty Identification for Medical Images.

Xiaoyuan Guo, Judy Wawira Gichoya, Saptarshi Purkayastha, Imon Banerjee

CoRR, 2021

TilGAN: GAN for Facilitating Tumor-Infiltrating Lymphocyte Pathology Image Synthesis With Improved Image Classification.

Monjoy Saha, Xiaoyuan Guo, Ashish Sharma

IEEE Access, 2021

2019

Liver Steatosis Segmentation With Deep Learning Methods.

Xiaoyuan Guo, Fusheng Wang, George Teodoro, Alton B. Farris, Jun Kong

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018

A survey on algorithms of hole filling in 3D surface reconstruction.

Xiaoyuan Guo, Jun Xiao, Ying Wang

Vis. Comput., 2018

A Unified Framework for Multi-Modal Isolated Gesture Recognition.

Jiali Duan, Jun Wan, Shuai Zhou, Xiaoyuan Guo, Stan Z. Li

ACM Trans. Multim. Comput. Commun. Appl., 2018

Clumped Nuclei Segmentation with Adjacent Point Match and Local Shape based Intensity Analysis for Overlapped Nuclei in Fluorescence In-Situ Hybridization Images.

Xiaoyuan Guo, Hanyi Yu, Blair J. Rossetti, George Teodoro, Daniel J. Brat, Jun Kong

CoRR, 2018

PortraitGAN for Flexible Portrait Manipulation.

Jiali Duan, Xiaoyuan Guo, Yuhang Song, Chao Yang, C.-C. Jay Kuo

CoRR, 2018

Clumped Nuclei Segmentation with Adjacent Point Match and Local Shape-Based Intensity Analysis in Fluorescence Microscopy Images.

Xiaoyuan Guo, Hanyi Yu, Blair J. Rossetti, George Teodoro, Daniel J. Brat, Jun Kong

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2016

Multi-Modality Fusion based on Consensus-Voting and 3D Convolution for Isolated Gesture Recognition.

Jiali Duan, Shuai Zhou, Jun Wan, Xiaoyuan Guo, Stan Z. Li

CoRR, 2016

Face Detection by Aggregating Visible Components.

Jiali Duan, Shengcai Liao, Xiaoyuan Guo, Stan Z. Li

Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2014

Path diversified multi-QoS optimization in multi-channel wireless mesh networks.

Xiaoyuan Guo, Feng Wang, Jiangchuan Liu, Yong Cui

Wirel. Networks, 2014

2011

Real-time video streaming over multipath in multi-hop wireless networks.

Xiaoyuan Guo, Jiangchuan Liu, Shiguo Lian

Multim. Syst., 2011

2010

Path diversified retransmission for TCP over wireless mesh networks.

Xiaoyuan Guo, Jiangchuan Liu

Proceedings of the 18th International Workshop on Quality of Service, 2010