Yujia Xie

According to our database, Yujia Xie authored at least 42 papers between 2017 and 2024.

Collaborative distances:

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

2024

Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging.

Juan Manuel Zambrano Chaves, Shih-Cheng Huang, Yanbo Xu, Hanwen Xu, Naoto Usuyama, Sheng Zhang, Fei Wang, Yujia Xie, Mahmoud Khademi, Ziyi Yang, Hany Hassan Awadalla, Julia Gong, Houdong Hu, Jianwei Yang, Chunyuan Li, Jianfeng Gao, Yu Gu, Cliff Wong, Mu Wei, Tristan Naumann, Muhao Chen, Matthew P. Lungren, Serena Yeung-Levy, Curtis P. Langlotz, Sheng Wang, Hoifung Poon

CoRR, 2024

Personalized Abstractive Summarization by Tri-agent Generation Pipeline.

Wen Xiao, Yujia Xie, Giuseppe Carenini, Pengcheng He

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

2023

MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation.

Munan Ning, Donghuan Lu, Yujia Xie, Dongdong Chen, Dong Wei, Yefeng Zheng, Yonghong Tian, Shuicheng Yan, Li Yuan

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Hierarchical Clustering Algorithm for Multi-Camera Vehicle Trajectories Based on Spatio-Temporal Grouping under Intelligent Transportation and Smart City.

Wei Wang, Yujia Xie, Luliang Tang

Sensors, August, 2023

ViMRT: a text-mining tool and search engine for automated virus mutation recognition.

Yuantao Tong, Fanglin Tan, Honglian Huang, Zeyu Zhang, Hui Zong, Yujia Xie, Danqi Huang, Shiyang Cheng, Ziyi Wei, Meng Fang, M. James C. Crabbe, Ying Wang, Xiaoyan Zhang

Bioinform., January, 2023

RIP Analysis for $\ell _{1}/\ell _{p}$ ($p> 1$) Minimization Method.

Yujia Xie, Xinhua Su, Huanmin Ge

IEEE Signal Process. Lett., 2023

Video-Bench: A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models.

Munan Ning, Bin Zhu, Yujia Xie, Bin Lin, Jiaxi Cui, Lu Yuan, Dongdong Chen, Li Yuan

CoRR, 2023

DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models.

Yung-Sung Chuang, Yujia Xie, Hongyin Luo, Yoon Kim, James R. Glass, Pengcheng He

CoRR, 2023

Predictive Sparse Manifold Transform.

Yujia Xie, Xinhui Li, Vince D. Calhoun

CoRR, 2023

Interactive Editing for Text Summarization.

Yujia Xie, Xun Wang, Si-Qing Chen, Wayne Xiong, Pengcheng He

CoRR, 2023

Album Storytelling with Iterative Story-aware Captioning and Large Language Models.

Munan Ning, Yujia Xie, Dongdong Chen, Zeyin Song, Lu Yuan, Yonghong Tian, Qixiang Ye, Li Yuan

CoRR, 2023

Summarization with Precise Length Control.

Lesly Miculicich, Yujia Xie, Song Wang, Pengcheng He

CoRR, 2023

ChatGPT-steered Editing Instructor for Customization of Abstractive Summarization.

Wen Xiao, Yujia Xie, Giuseppe Carenini, Pengcheng He

CoRR, 2023

Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback.

Baolin Peng, Michel Galley, Pengcheng He, Hao Cheng, Yujia Xie, Yu Hu, Qiuyuan Huang, Lars Liden, Zhou Yu, Weizhu Chen, Jianfeng Gao

CoRR, 2023

Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles.

Shuquan Ye, Yujia Xie, Dongdong Chen, Yichong Xu, Lu Yuan, Chenguang Zhu, Jing Liao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Look Before You Match: Instance Understanding Matters in Video Object Segmentation.

Junke Wang, Dongdong Chen, Zuxuan Wu, Chong Luo, Chuanxin Tang, Xiyang Dai, Yucheng Zhao, Yujia Xie, Lu Yuan, Yu-Gang Jiang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

i-Code: An Integrative and Composable Multimodal Learning Framework.

Ziyi Yang, Yuwei Fang, Chenguang Zhu, Reid Pryzant, Dongdong Chen, Yu Shi, Yichong Xu, Yao Qian, Mei Gao, Yi-Ling Chen, Liyang Lu, Yujia Xie, Robert Gmyr, Noel Codella, Naoyuki Kanda, Bin Xiao, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Multi-camera video synopsis of a geographic scene based on optimal virtual viewpoint.

Yujia Xie, Meizhen Wang, Xuejun Liu, Xing Wang, Yiguang Wu, Fei-Yue Wang, Xiaozhi Wang

Trans. GIS, 2022

ViMIC: a database of human disease-related virus mutations, integration sites and <i>cis</i>-effects.

Ying Wang, Yuantao Tong, Zeyu Zhang, Rongbin Zheng, Danqi Huang, Jinxuan Yang, Hui Zong, Fanglin Tan, Yujia Xie, Honglian Huang, Xiaoyan Zhang

Nucleic Acids Res., 2022

Parallel subgradient algorithm with block dual decomposition for large-scale optimization.

Yuchen Zheng, Yujia Xie, Ilbin Lee, Amin Dehghanian, Nicoleta Serban

Eur. J. Oper. Res., 2022

Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning.

Yujia Xie, Luowei Zhou, Xiyang Dai, Lu Yuan, Nguyen Bach, Ce Liu, Michael Zeng

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

OmniVL: One Foundation Model for Image-Language and Video-Language Tasks.

Junke Wang, Dongdong Chen, Zuxuan Wu, Chong Luo, Luowei Zhou, Yucheng Zhao, Yujia Xie, Ce Liu, Yu-Gang Jiang, Lu Yuan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

K-LITE: Learning Transferable Visual Models with External Knowledge.

Sheng Shen, Chunyuan Li, Xiaowei Hu, Yujia Xie, Jianwei Yang, Pengchuan Zhang, Zhe Gan, Lijuan Wang, Lu Yuan, Ce Liu, Kurt Keutzer, Trevor Darrell, Anna Rohrbach, Jianfeng Gao

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering.

Yuanze Lin, Yujia Xie, Dongdong Chen, Yichong Xu, Chenguang Zhu, Lu Yuan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

On Computation and Application of Optimal Transport.

Yujia Xie

PhD thesis, 2021

Spatiotemporal retrieval of dynamic video object trajectories in geographical scenes.

Yujia Xie, Meizhen Wang, Xuejun Liu, Ziran Wang, Bo Mao, Fei-Yue Wang, Xiaozhi Wang

Trans. GIS, 2021

Construction of Stretching-Bending Sequential Pattern to Recognize Work Cycles for Earthmoving Excavator from Long Video Sequences.

Yiguang Wu, Meizhen Wang, Xuejun Liu, Ziran Wang, Tianwu Ma, Yujia Xie, Xiuquan Li, Xing Wang

Sensors, 2021

Monitoring the Work Cycles of Earthmoving Excavators in Earthmoving Projects Using UAV Remote Sensing.

Yiguang Wu, Meizhen Wang, Xuejun Liu, Ziran Wang, Tianwu Ma, Zhimin Lu, Dan Liu, Yujia Xie, Xiuquan Li, Xing Wang

Remote. Sens., 2021

Active Image Synthesis for Efficient Labeling.

Jialei Chen, Yujia Xie, Kan Wang, Chuck Zhang, Mani A. Vannan, Ben Wang, Zhen Qian

IEEE Trans. Pattern Anal. Mach. Intell., 2021

A Hypergradient Approach to Robust Regression without Correspondence.

Yujia Xie, Yixiu Mao, Simiao Zuo, Hongteng Xu, Xiaojing Ye, Tuo Zhao, Hongyuan Zha

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Conditional Self-Attention for Query-based Summarization.

Yujia Xie, Tianyi Zhou, Yi Mao, Weizhu Chen

CoRR, 2020

Differentiable Top-k Operator with Optimal Transport.

Yujia Xie, Hanjun Dai, Minshuo Chen, Bo Dai, Tuo Zhao, Hongyuan Zha, Wei Wei, Tomas Pfister

CoRR, 2020

Differentiable Top-k with Optimal Transport.

Yujia Xie, Hanjun Dai, Minshuo Chen, Bo Dai, Tuo Zhao, Hongyuan Zha, Wei Wei, Tomas Pfister

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Integration of Multi-Camera Video Moving Objects and GIS.

Yujia Xie, Meizhen Wang, Xuejun Liu, Bo Mao, Feiyue Wang

ISPRS Int. J. Geo Inf., 2019

AVP: Physics-informed Data Generation for Small-data Learning.

Jialei Chen, Yujia Xie, Kan Wang, Chuck Zhang, Mani A. Vannan, Ben Wang, Zhen Qian

CoRR, 2019

A Fast Proximal Point Method for Computing Exact Wasserstein Distance.

Yujia Xie, Xiangfeng Wang, Ruijia Wang, Hongyuan Zha

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

Meta Learning with Relational Information for Short Sequences.

Yujia Xie, Haoming Jiang, Feng Liu, Tuo Zhao, Hongyuan Zha

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

On Scalable and Efficient Computation of Large Scale Optimal Transport.

Yujia Xie, Minshuo Chen, Haoming Jiang, Tuo Zhao, Hongyuan Zha

Proceedings of the Deep Generative Models for Highly Structured Data, 2019

2018

A Fast Proximal Point Method for Wasserstein Distance.

Yujia Xie, Xiangfeng Wang, Ruijia Wang, Hongyuan Zha

CoRR, 2018

Generative Invertible Networks (GIN): Pathophysiology-Interpretable Feature Mapping and Virtual Patient Generation.

Jialei Chen, Yujia Xie, Kan Wang, Zih Huei Wang, Geet Lahoti, Chuck Zhang, Mani A. Vannan, Ben Wang, Zhen Qian

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017

Surveillance Video Synopsis in GIS.

Yujia Xie, Meizhen Wang, Xuejun Liu, Yiguang Wu

ISPRS Int. J. Geo Inf., 2017

Integration of GIS and Moving Objects in Surveillance Video.

Yujia Xie, Meizhen Wang, Xuejun Liu, Yiguang Wu

ISPRS Int. J. Geo Inf., 2017