Mengxi Jia

According to our database, Mengxi Jia authored at least 32 papers between 2020 and 2026.

Collaborative distances:

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

2026

Segment-Aligned Policy Optimization for Multi-Modal Reasoning.

Lei Gao, Zhuoming Li, Mengxi Jia, Jiakang Yuan, Hongbo Sun, Hao Sun, Xuelong Li

CoRR, May, 2026

Controllable Exploration in Hybrid-Policy RLVR for Multi-Modal Reasoning.

Zhuoxu Huang, Mengxi Jia, Hao Sun, Xuelong Li, Jungong Han

CoRR, February, 2026

A Survey of AIOps in the Era of Large Language Models.

Lingzhe Zhang, Tong Jia, Mengxi Jia, Yifan Wu, Aiwei Liu, Yong Yang, Zhonghai Wu, Xuming Hu, Philip S. Yu, Ying Li

ACM Comput. Surv., January, 2026

Agentic Memory Enhanced Recursive Reasoning for Root Cause Localization in Microservices.

Lingzhe Zhang, Tong Jia, Yunpeng Zhai, Leyi Pan, Chiming Duan, Minghua He, Mengxi Jia, Ying Li

CoRR, January, 2026

2025

Gestura: A LVLM-Powered System Bridging Motion and Semantics for Real-Time Free-Form Gesture Understanding.

Zhuoming Li, Aitong Liu, Mengxi Jia, Yubo Lu, Tengxiang Zhang, Changzhi Sun, Dell Zhang, Xuelong Li

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., December, 2025

Gestura: A LVLM-Powered System Bridging Motion and Semantics for Real-Time Free-Form Gesture Understanding.

Zhuoming Li, Aitong Liu, Mengxi Jia, Tengxiang Zhang, Dell Zhang, Xuelong Li

CoRR, October, 2025

MARS2 2025 Challenge on Multimodal Reasoning: Datasets, Methods, Results, Discussion, and Outlook.

Peng Xu, Shengwu Xiong, Jiajun Zhang, Yaxiong Chen, Bowen Zhou, Chen Change Loy, David A. Clifton, Kyoung Mu Lee, Luc Van Gool, Ruiming He, Ruilin Yao, Xinwei Long, Jirui Huang, Kai Tian, Sa Yang, Yihua Shao, Jin Feng, Yue Zhong, Jiakai Zhou, Cheng Tang, Tianyu Zou, Yifang Zhang, Junming Liang, Guoyou Li, Zhaoxiang Wang, Qiang Zhou, Yichen Zhao, Shili Xiong, Hyeongjin Nam, Jaerin Lee, Jaeyoung Chung, JoonKyu Park, Junghun Oh, Kanggeon Lee, Wooseok Lee, Juneyoung Ro, Turghun Osman, Can Hu, Chaoyang Liao, Cheng Chen, Chengcheng Han, Chenhao Qiu, Chong Peng, Cong Xu, Dailin Li, Feiyu Wang, Feng Gao, Guibo Zhu, Guopeng Tang, Haibo Lu, Han Fang, Han Qi, Hanxiao Wu, Haobo Cheng, Hongbo Sun, Hongyao Chen, Huayong Hu, Hui Li, Jiaheng Ma, Jiang Yu, Jianing Wang, Jie Yang, Jing He, Jinglin Zhou, Jingxuan Li, Josef Kittler, Lihao Zheng, Linnan Zhao, Mengxi Jia, Muyang Yan, Nguyen Thanh Thien, Pu Luo, Qi Li, Shien Song, Shijie Dong, Shuai Shao, Shutao Li, Taofeng Xue, Tianyang Xu, Tianyi Gao, Tingting Li, Wei Zhang, Weiyang Su, Xiaodong Dong, Xiao-Jun Wu, Xiaopeng Zhou, Xin Chen, Xin Wei, Xinyi You, Xudong Kang, Xujie Zhou, Xusheng Liu, Yanan Wang, Yanbin Huang, Yang Liu, Yang Yang, Yanglin Deng, Yashu Kang, Ye Yuan, Yi Wen

CoRR, September, 2025

Infinite Video Understanding.

Dell Zhang, Xiangyu Chen, Jixiang Luo, Mengxi Jia, Changzhi Sun, Ruilong Ren, Jingren Liu, Hao Sun, Xuelong Li

CoRR, July, 2025

LogDB: Multivariate Log-based Failure Diagnosis for Distributed Databases (Extended from MultiLog).

Lingzhe Zhang, Tong Jia, Mengxi Jia, Ying Li

CoRR, May, 2025

E-Log: Fine-Grained Elastic Log-Based Anomaly Detection and Diagnosis for Databases.

Lingzhe Zhang, Tong Jia, Xinyu Tan, Xiangdong Huang, Mengxi Jia, Hongyi Liu, Zhonghai Wu, Ying Li

IEEE Trans. Serv. Comput., 2025

Towards Close-to-Zero Runtime Collection Overhead: Raft-Based Anomaly Diagnosis on System Faults for Distributed Storage System.

Lingzhe Zhang, Tong Jia, Mengxi Jia, Hongyi Liu, Yong Yang, Zhonghai Wu, Ying Li

IEEE Trans. Serv. Comput., 2025

SAFA: Lifelong Person Re-Identification learning by statistics-aware feature alignment.

Qiankun Gao, Mengxi Jia, Jie Chen, Jian Zhang

J. Vis. Commun. Image Represent., 2025

EraseAnything: Enabling Concept Erasure in Rectified Flow Transformers.

Daiheng Gao, Shilin Lu, Wenbo Zhou, Jiaming Chu, Jie Zhang, Mengxi Jia, Bang Zhang, Zhaoxin Fan, Weiming Zhang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

AAAD: Asynchronous Inter-Variable Relationship-Aware Anomaly Detection for Multivariate Time Series.

Hongyi Liu, Xiaosong Huang, Mengxi Jia, Lingzhe Zhang, Tong Jia, Zhonghai Wu, Ying Li

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

MARS2 2025 Challenge on Multimodal Reasoning: Datasets, Methods, Results, Discussion, and Outlook.

Peng Xu, Shengwu Xiong, Jiajun Zhang, Yaxiong Chen, Bowen Zhou, Chen Change Loy, David A. Clifton, Kyoung Mu Lee, Luc Van Gool, Ruiming He, Ruilin Yao, Xinwei Long, Jirui Huang, Kai Tian, Sa Yangbcd, Yihua Shao, Jin Feng, Yue Zhong, Jiakai Zhou, Cheng Tang, Tianyu Zou, Yifang Zhang, Junming Liang, Guoyou Li, Zhaoxiang Wang, Qiang Zhou, Yichen Zhao, Shili Xiong, Hyeongjin Nam, Jaerin Lee, Jaeyoung Chung, JoonKyu Park, Junghun Oh, Kanggeon Lee, Wooseok Lee, Juneyoung Ro, Turghun Osman, Can Hu, Chaoyang Liao, Cheng Chen, Chengcheng Han, Chenhao Qiu, Chong Peng, Cong Xu, Dailin Li, Feiyu Wang, Feng Gao, Guibo Zhu, Guopeng Tang, Haibo Lu, Han Fang, Han Qi, Hanxiao Wu, Haobo Cheng, Hongbo Sun, Hongyao Chen, Huayong Hu, Hui Lid, Jiaheng Ma, Jiang Yu, Jianing Wang, Jie Yang, Jing He, Jinglin Zhou, Jingxuan Li, Josef Kittler, Lihao Zheng, Linnan Zhao, Mengxi Jia, Muyang Yan, Nguyen Thanh Thien, Pu Luo, Qi Li, Shien Song, Shijie Dong, Shuai Shao, Shutao Li, Taofeng Xue, Tianyang Xu, Tianyi Gao, Tingting Li, Wei Zhang, Weiyang Su, Xiaodong Dong, Xiao-Jun Wu, Xiaopeng Zhou, Xin Chen, Xin Wei, Xinyi You, Xudong Kang, Xujie Zhou, Xusheng Liu, Yanan Wang, Yanbin Huang, Yang Liu, Yang Yang, Yanglin Deng, Yashu Kang, Ye Yuan, Yi Wen, Yicen Tian, Yilin Tao, Yin Tang, Yipeng Lin, Yiqing Wang, Yiting Xi, Yongkang Yu, Yumei Li, Yuxin Qin, Yuying Chen, Yuzhe Cen, Zhaofan Zou, Zhaohong Liu, Zhehao Shen, Zhenglin Du, Zhengyang Li, Zhenni Huang, Zhenwei Shao, Zhilong Song, Zhiyong Feng, Zhiyu Wang, Zhou Yu, Ziang Li, Zihan Zhai, Zijian Zhang, Ziyang Peng, Ziyun Xiao, Zongshu Li

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

ScalaLog: Scalable Log-Based Failure Diagnosis Using LLM.

Lingzhe Zhang, Tong Jia, Mengxi Jia, Yifan Wu, Hongyi Liu, Ying Li

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

JTD-UAV: MLLM-Enhanced Joint Tracking and Description Framework for Anti-UAV Systems.

Yifan Wang, Jian Zhao, Zhaoxin Fan, Xin Zhang, Xuecheng Wu, Yudian Zhang, Lei Jin, Xinyue Li, Gang Wang, Mengxi Jia, Ping Hu, Zheng Zhu, Xuelong Li

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

UAC-AD: Unsupervised Adversarial Contrastive Learning for Anomaly Detection on Multi-Modal Data in Microservice Systems.

Hongyi Liu, Xiaosong Huang, Mengxi Jia, Tong Jia, Jing Han, Zhonghai Wu, Ying Li

IEEE Trans. Serv. Comput., 2024

EraseAnything: Enabling Concept Erasure in Rectified Flow Transformers.

Daiheng Gao, Shilin Lu, Shaw Walters, Wenbo Zhou, Jiaming Chu, Jie Zhang, Bang Zhang, Mengxi Jia, Jian Zhao, Zhaoxin Fan, Weiming Zhang

CoRR, 2024

Reducing Events to Augment Log-based Anomaly Detection Models: An Empirical Study.

Lingzhe Zhang, Tong Jia, Kangjin Wang, Mengxi Jia, Yang Yong, Ying Li

CoRR, 2024

A Survey of AIOps for Failure Management in the Era of Large Language Models.

Lingzhe Zhang, Tong Jia, Mengxi Jia, Yifan Wu, Aiwei Liu, Yong Yang, Zhonghai Wu, Xuming Hu, Philip S. Yu, Ying Li

CoRR, 2024

Multivariate Log-based Anomaly Detection for Distributed Database.

Lingzhe Zhang, Tong Jia, Mengxi Jia, Ying Li, Yong Yang, Zhonghai Wu

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Reducing Events to Augment Log-based Anomaly Detection Models: An Empirical Study.

Lingzhe Zhang, Tong Jia, Kangjin Wang, Mengxi Jia, Yong Yang, Ying Li

Proceedings of the 18th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2024

2023

Learning Disentangled Representation Implicitly Via Transformer for Occluded Person Re-Identification.

Mengxi Jia, Xinhua Cheng, Shijian Lu, Jian Zhang

IEEE Trans. Multim., 2023

Population-Based Evolutionary Gaming for Unsupervised Person Re-identification.

Yunpeng Zhai, Peixi Peng, Mengxi Jia, Shiyong Li, Weiqiang Chen, Xuesong Gao, Yonghong Tian

Int. J. Comput. Vis., 2023

Panoptic Compositional Feature Field for Editable Scene Rendering with Network-Inferred Labels via Metric Learning.

Xinhua Cheng, Yanmin Wu, Mengxi Jia, Qian Wang, Jian Zhang

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

Semi-attention Partition for Occluded Person Re-identification.

Mengxi Jia, Yifan Sun, Yunpeng Zhai, Xinhua Cheng, Yi Yang, Ying Li

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

2022

A Simple Visual-Textual Baseline for Pedestrian Attribute Recognition.

Xinhua Cheng, Mengxi Jia, Qian Wang, Jian Zhang

IEEE Trans. Circuits Syst. Video Technol., 2022

More is better: Multi-source Dynamic Parsing Attention for Occluded Person Re-identification.

Xinhua Cheng, Mengxi Jia, Qian Wang, Jian Zhang

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2021

Matching on Sets: Conquer Occluded Person Re-identification Without Alignment.

Mengxi Jia, Xinhua Cheng, Yunpeng Zhai, Shijian Lu, Siwei Ma, Yonghong Tian, Jian Zhang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

A Similarity Inference Metric for RGB-Infrared Cross-Modality Person Re-identification.

Mengxi Jia, Yunpeng Zhai, Shijian Lu, Siwei Ma, Jian Zhang

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Multiple Expert Brainstorming for Domain Adaptive Person Re-Identification.

Yunpeng Zhai, Qixiang Ye, Shijian Lu, Mengxi Jia, Rongrong Ji, Yonghong Tian

Proceedings of the Computer Vision - ECCV 2020, 2020