Yujia Xie

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 61

Top Topics

Robust Regression

Text Summarization

Top Venues

ISPRS Int. J. Geo Inf.

Publications

Yung-Sung Chuang, Yujia Xie, Hongyin Luo, Yoon Kim, James R. Glass, Pengcheng He
DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models. ICLR (2024)
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
Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging. CoRR (2024)
Yi Gu, Zhendong Wang, Yueqin Yin, Yujia Xie, Mingyuan Zhou
Diffusion-RPO: Aligning Diffusion Models through Relative Preference Optimization. CoRR (2024)
Song Wang, Xun Wang, Jie Mei, Yujia Xie, Sean Muarray, Zhang Li, Lingfeng Wu, Si-Qing Chen, Wayne Xiong
Developing a Reliable, General-Purpose Hallucination Detection and Mitigation Service: Insights and Lessons Learned. CoRR (2024)
Yujia Xie, Wengu Chen, Huanmin Ge, Michael K. Ng
Deep image prior and weighted anisotropic-isotropic total variation regularization for solving linear inverse problems. Appl. Math. Comput. 482 (2024)
Wen Xiao, Yujia Xie, Giuseppe Carenini, Pengcheng He
Personalized Abstractive Summarization by Tri-agent Generation Pipeline. EACL (Findings) (2024)
Yueqin Yin, Zhendong Wang, Yujia Xie, Weizhu Chen, Mingyuan Zhou
Self-Augmented Preference Optimization: Off-Policy Paradigms for Language Model Alignment. CoRR (2024)
Huanmin Ge, Yujia Xie, Wengu Chen
Uniform RIP analysis for the ℓp-ωℓq minimization. J. Comput. Appl. Math. 451 (2024)
Yujia Xie, Xinhui Li, Vince D. Calhoun
Predictive Sparse Manifold Transform. CoRR (2023)
Wei Wang, Yujia Xie, Luliang Tang
Hierarchical Clustering Algorithm for Multi-Camera Vehicle Trajectories Based on Spatio-Temporal Grouping under Intelligent Transportation and Smart City. Sensors 23 (15) (2023)
Yujia Xie, Shida Nie, Hui Liu, Lijin Han, Congshuai Guo, Fawang Zhang
A Multi-Source Potential Field for Off-Road Path Planning. RICAI (2023)
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
ViMRT: a text-mining tool and search engine for automated virus mutation recognition. Bioinform. 39 (1) (2023)
Shuquan Ye, Yujia Xie, Dongdong Chen, Yichong Xu, Lu Yuan, Chenguang Zhu, Jing Liao
Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles. CVPR (2023)
Munan Ning, Bin Zhu, Yujia Xie, Bin Lin, Jiaxi Cui, Lu Yuan, Dongdong Chen, Li Yuan
Video-Bench: A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models. CoRR (2023)
Lesly Miculicich, Yujia Xie, Song Wang, Pengcheng He
Summarization with Precise Length Control. CoRR (2023)
Wen Xiao, Yujia Xie, Giuseppe Carenini, Pengcheng He
ChatGPT-steered Editing Instructor for Customization of Abstractive Summarization. CoRR (2023)
Baolin Peng, Michel Galley, Pengcheng He, Hao Cheng, Yujia Xie, Yu Hu, Qiuyuan Huang, Lars Liden, Zhou Yu, Weizhu Chen, Jianfeng Gao
Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback. CoRR (2023)
Munan Ning, Yujia Xie, Dongdong Chen, Zeyin Song, Lu Yuan, Yonghong Tian, Qixiang Ye, Li Yuan
Album Storytelling with Iterative Story-aware Captioning and Large Language Models. CoRR (2023)
Munan Ning, Donghuan Lu, Yujia Xie, Dongdong Chen, Dong Wei, Yefeng Zheng, Yonghong Tian, Shuicheng Yan, Li Yuan
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation. CoRR (2023)
Munan Ning, Donghuan Lu, Yujia Xie, Dongdong Chen, Dong Wei, Yefeng Zheng, Yonghong Tian, Shuicheng Yan, Li Yuan
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
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
i-Code: An Integrative and Composable Multimodal Learning Framework. AAAI (2023)
Yujia Xie, Xinhua Su, Huanmin Ge
RIP Analysis for $\ell _{1}/\ell _{p}$ ($p> 1$) Minimization Method. IEEE Signal Process. Lett. 30 (2023)
Junke Wang, Dongdong Chen, Zuxuan Wu, Chong Luo, Chuanxin Tang, Xiyang Dai, Yucheng Zhao, Yujia Xie, Lu Yuan, Yu-Gang Jiang
Look Before You Match: Instance Understanding Matters in Video Object Segmentation. CVPR (2023)
Yung-Sung Chuang, Yujia Xie, Hongyin Luo, Yoon Kim, James R. Glass, Pengcheng He
DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models. CoRR (2023)
Yujia Xie, Xun Wang, Si-Qing Chen, Wayne Xiong, Pengcheng He
Interactive Editing for Text Summarization. CoRR (2023)
Yujia Xie, Luowei Zhou, Xiyang Dai, Lu Yuan, Nguyen Bach, Ce Liu, Michael Zeng
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning. CoRR (2022)
Yujia Xie, Luowei Zhou, Xiyang Dai, Lu Yuan, Nguyen Bach, Ce Liu, Michael Zeng
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning. NeurIPS (2022)
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
i-Code: An Integrative and Composable Multimodal Learning Framework. CoRR (2022)
Sheng Shen, Chunyuan Li, Xiaowei Hu, Yujia Xie, Jianwei Yang, Pengchuan Zhang, Anna Rohrbach, Zhe Gan, Lijuan Wang, Lu Yuan, Ce Liu, Kurt Keutzer, Trevor Darrell, Jianfeng Gao
K-LITE: Learning Transferable Visual Models with External Knowledge. CoRR (2022)
Shuquan Ye, Yujia Xie, Dongdong Chen, Yichong Xu, Lu Yuan, Chenguang Zhu, Jing Liao
Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles. CoRR (2022)
Yuanze Lin, Yujia Xie, Dongdong Chen, Yichong Xu, Chenguang Zhu, Lu Yuan
REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering. CoRR (2022)
Junke Wang, Dongdong Chen, Zuxuan Wu, Chong Luo, Luowei Zhou, Yucheng Zhao, Yujia Xie, Ce Liu, Yu-Gang Jiang, Lu Yuan
OmniVL: One Foundation Model for Image-Language and Video-Language Tasks. NeurIPS (2022)
Yujia Xie, Meizhen Wang, Xuejun Liu, Xing Wang, Yiguang Wu, Fei-Yue Wang, Xiaozhi Wang
Multi-camera video synopsis of a geographic scene based on optimal virtual viewpoint. Trans. GIS 26 (3) (2022)
Junke Wang, Dongdong Chen, Zuxuan Wu, Chong Luo, Luowei Zhou, Yucheng Zhao, Yujia Xie, Ce Liu, Yu-Gang Jiang, Lu Yuan
OmniVL: One Foundation Model for Image-Language and Video-Language Tasks. CoRR (2022)
Yuchen Zheng, Yujia Xie, Ilbin Lee, Amin Dehghanian, Nicoleta Serban
Parallel subgradient algorithm with block dual decomposition for large-scale optimization. Eur. J. Oper. Res. 299 (1) (2022)
Ying Wang, Yuantao Tong, Zeyu Zhang, Rongbin Zheng, Danqi Huang, Jinxuan Yang, Hui Zong, Fanglin Tan, Yujia Xie, Honglian Huang, Xiaoyan Zhang
-effects. Nucleic Acids Res. 50 (D1) (2022)
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
K-LITE: Learning Transferable Visual Models with External Knowledge. NeurIPS (2022)
Yuanze Lin, Yujia Xie, Dongdong Chen, Yichong Xu, Chenguang Zhu, Lu Yuan
REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering. NeurIPS (2022)
Junke Wang, Dongdong Chen, Zuxuan Wu, Chong Luo, Chuanxin Tang, Xiyang Dai, Yucheng Zhao, Yujia Xie, Lu Yuan, Yu-Gang Jiang
Look Before You Match: Instance Understanding Matters in Video Object Segmentation. CoRR (2022)
Jialei Chen, Yujia Xie, Kan (Kevin) Wang, Chuck Zhang, Mani A. Vannan, Ben Wang, Zhen Qian
Active Image Synthesis for Efficient Labeling. IEEE Trans. Pattern Anal. Mach. Intell. 43 (11) (2021)
Yujia Xie, Yixiu Mao, Simiao Zuo, Hongteng Xu, Xiaojing Ye, Tuo Zhao, Hongyuan Zha
A Hypergradient Approach to Robust Regression without Correspondence. ICLR (2021)
Yiguang Wu, Meizhen Wang, Xuejun Liu, Ziran Wang, Tianwu Ma, Yujia Xie, Xiuquan Li, Xing Wang
Construction of Stretching-Bending Sequential Pattern to Recognize Work Cycles for Earthmoving Excavator from Long Video Sequences. Sensors 21 (10) (2021)
Yujia Xie, Meizhen Wang, Xuejun Liu, Ziran Wang, Bo Mao, Fei-Yue Wang, Xiaozhi Wang
Spatiotemporal retrieval of dynamic video object trajectories in geographical scenes. Trans. GIS 25 (1) (2021)
Yiguang Wu, Meizhen Wang, Xuejun Liu, Ziran Wang, Tianwu Ma, Zhimin Lu, Dan Liu, Yujia Xie, Xiuquan Li, Xing Wang
Monitoring the Work Cycles of Earthmoving Excavators in Earthmoving Projects Using UAV Remote Sensing. Remote. Sens. 13 (19) (2021)
Yujia Xie, Yixiu Mao, Simiao Zuo, Hongteng Xu, Xiaojing Ye, Tuo Zhao, Hongyuan Zha
A Hypergradient Approach to Robust Regression without Correspondence. CoRR (2020)
Yujia Xie, Tianyi Zhou, Yi Mao, Weizhu Chen
Conditional Self-Attention for Query-based Summarization. CoRR (2020)
Yujia Xie, Hanjun Dai, Minshuo Chen, Bo Dai, Tuo Zhao, Hongyuan Zha, Wei Wei, Tomas Pfister
Differentiable Top-k Operator with Optimal Transport. CoRR (2020)
Yujia Xie, Hanjun Dai, Minshuo Chen, Bo Dai, Tuo Zhao, Hongyuan Zha, Wei Wei, Tomas Pfister
Differentiable Top-k with Optimal Transport. NeurIPS (2020)
Yujia Xie, Xiangfeng Wang, Ruijia Wang, Hongyuan Zha
A Fast Proximal Point Method for Computing Exact Wasserstein Distance. UAI (2019)
Jialei Chen, Yujia Xie, Kan (Kevin) Wang, Chuck Zhang, Mani A. Vannan, Ben Wang, Zhen Qian
AVP: Physics-informed Data Generation for Small-data Learning. CoRR (2019)
Yujia Xie, Haoming Jiang, Feng Liu, Tuo Zhao, Hongyuan Zha
Meta Learning with Relational Information for Short Sequences. NeurIPS (2019)
Yujia Xie, Minshuo Chen, Haoming Jiang, Tuo Zhao, Hongyuan Zha
On Scalable and Efficient Computation of Large Scale Optimal Transport. DGS@ICLR (2019)
Yujia Xie, Minshuo Chen, Haoming Jiang, Tuo Zhao, Hongyuan Zha
On Scalable and Efficient Computation of Large Scale Optimal Transport. ICML (2019)
Yujia Xie, Haoming Jiang, Feng Liu, Tuo Zhao, Hongyuan Zha
Meta Learning with Relational Information for Short Sequences. CoRR (2019)
Yujia Xie, Minshuo Chen, Haoming Jiang, Tuo Zhao, Hongyuan Zha
On Scalable and Efficient Computation of Large Scale Optimal Transport. CoRR (2019)
Yujia Xie, Meizhen Wang, Xuejun Liu, Bo Mao, Feiyue Wang
Integration of Multi-Camera Video Moving Objects and GIS. ISPRS Int. J. Geo Inf. 8 (12) (2019)
Jialei Chen, Yujia Xie, Kan (Kevin) Wang, Zih Huei Wang, Geet Lahoti, Chuck Zhang, Mani A. Vannan, Ben Wang, Zhen Qian
Generative Invertible Networks (GIN): Pathophysiology-Interpretable Feature Mapping and Virtual Patient Generation. CoRR (2018)
Yujia Xie, Xiangfeng Wang, Ruijia Wang, Hongyuan Zha
A Fast Proximal Point Method for Wasserstein Distance. CoRR (2018)
Jialei Chen, Yujia Xie, Kan (Kevin) Wang, Zih Huei Wang, Geet Lahoti, Chuck Zhang, Mani A. Vannan, Ben Wang, Zhen Qian
Generative Invertible Networks (GIN): Pathophysiology-Interpretable Feature Mapping and Virtual Patient Generation. MICCAI (1) (2018)
Yujia Xie, Meizhen Wang, Xuejun Liu, Yiguang Wu
Surveillance Video Synopsis in GIS. ISPRS Int. J. Geo Inf. 6 (11) (2017)
Yujia Xie, Meizhen Wang, Xuejun Liu, Yiguang Wu
Integration of GIS and Moving Objects in Surveillance Video. ISPRS Int. J. Geo Inf. 6 (4) (2017)