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ORCIDMengxi Jia
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- affiliation: Peking University, China
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2020 – today
- 2026
[j9]Lingzhe Zhang
, Tong Jia, Mengxi Jia, Yifan Wu, Aiwei Liu, Yong Yang, Zhonghai Wu, Xuming Hu, Philip S. Yu, Ying Li:
A Survey of AIOps in the Era of Large Language Models. ACM Comput. Surv. 58(2): 44:1-44:35 (2026)- 2025
- [j8]Zhuoming Li, Aitong Liu, Mengxi Jia, Yubo Lu, Tengxiang Zhang, Changzhi Sun, Dell Zhang, Xuelong Li:
Gestura: A LVLM-Powered System Bridging Motion and Semantics for Real-Time Free-Form Gesture Understanding. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 9(4): 193:1-193:29 (2025) - [j7]Qiankun Gao, Mengxi Jia, Jie Chen, Jian Zhang:
SAFA: Lifelong Person Re-Identification learning by statistics-aware feature alignment. J. Vis. Commun. Image Represent. 107: 104378 (2025) - [j6]Lingzhe Zhang, Tong Jia, Mengxi Jia, Hongyi Liu, Yong Yang, Zhonghai Wu, Ying Li:
Towards Close-to-Zero Runtime Collection Overhead: Raft-Based Anomaly Diagnosis on System Faults for Distributed Storage System. IEEE Trans. Serv. Comput. 18(2): 1054-1067 (2025) - [j5]Lingzhe Zhang, Tong Jia, Xinyu Tan, Xiangdong Huang, Mengxi Jia, Hongyi Liu, Zhonghai Wu, Ying Li:
E-Log: Fine-Grained Elastic Log-Based Anomaly Detection and Diagnosis for Databases. IEEE Trans. Serv. Comput. 18(5): 2808-2821 (2025) - [c12]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:
JTD-UAV: MLLM-Enhanced Joint Tracking and Description Framework for Anti-UAV Systems. CVPR 2025: 1633-1644 - [c11]Lingzhe Zhang, Tong Jia, Mengxi Jia, Yifan Wu, Hongyi Liu, Ying Li:
ScalaLog: Scalable Log-Based Failure Diagnosis Using LLM. ICASSP 2025: 1-5 - [c10]Hongyi Liu, Xiaosong Huang, Mengxi Jia, Lingzhe Zhang, Tong Jia, Zhonghai Wu, Ying Li:
AAAD: Asynchronous Inter-Variable Relationship-Aware Anomaly Detection for Multivariate Time Series. ICME 2025: 1-6 - [c9]Daiheng Gao, Shilin Lu, Wenbo Zhou, Jiaming Chu, Jie Zhang, Mengxi Jia, Bang Zhang, Zhaoxin Fan, Weiming Zhang:
EraseAnything: Enabling Concept Erasure in Rectified Flow Transformers. ICML 2025 - [i13]Lingzhe Zhang, Tong Jia, Mengxi Jia, Ying Li:
LogDB: Multivariate Log-based Failure Diagnosis for Distributed Databases (Extended from MultiLog). CoRR abs/2505.01676 (2025) - [i12]Dell Zhang, Xiangyu Chen, Jixiang Luo, Mengxi Jia, Changzhi Sun, Ruilong Ren, Jingren Liu, Hao Sun, Xuelong Li:
Infinite Video Understanding. CoRR abs/2507.09068 (2025) - [i11]Lingzhe Zhang, Tong Jia, Mengxi Jia, Yifan Wu, Aiwei Liu, Yong Yang, Zhonghai Wu, Xuming Hu, Philip S. Yu, Ying Li:
A Survey of AIOps in the Era of Large Language Models. CoRR abs/2507.12472 (2025) - [i10]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:
MARS2 2025 Challenge on Multimodal Reasoning: Datasets, Methods, Results, Discussion, and Outlook. CoRR abs/2509.14142 (2025) - [i9]Zhuoming Li, Aitong Liu, Mengxi Jia, Tengxiang Zhang, Dell Zhang, Xuelong Li:
Gestura: A LVLM-Powered System Bridging Motion and Semantics for Real-Time Free-Form Gesture Understanding. CoRR abs/2510.21814 (2025) - 2024
- [j4]Hongyi Liu, Xiaosong Huang, Mengxi Jia, Tong Jia, Jing Han, Zhonghai Wu, Ying Li:
UAC-AD: Unsupervised Adversarial Contrastive Learning for Anomaly Detection on Multi-Modal Data in Microservice Systems. IEEE Trans. Serv. Comput. 17(6): 3887-3900 (2024) - [c8]Lingzhe Zhang, Tong Jia, Kangjin Wang, Mengxi Jia, Yong Yang, Ying Li:
Reducing Events to Augment Log-based Anomaly Detection Models: An Empirical Study. ESEM 2024: 538-548 - [c7]Lingzhe Zhang, Tong Jia, Mengxi Jia, Ying Li, Yong Yang, Zhonghai Wu:
Multivariate Log-based Anomaly Detection for Distributed Database. KDD 2024: 4256-4267 - [i8]Lingzhe Zhang, Tong Jia, Mengxi Jia, Ying Li, Yong Yang, Zhonghai Wu:
Multivariate Log-based Anomaly Detection for Distributed Database. CoRR abs/2406.07976 (2024) - [i7]Lingzhe Zhang, Tong Jia, Mengxi Jia, Yifan Wu, Aiwei Liu, Yong Yang, Zhonghai Wu, Xuming Hu, Philip S. Yu, Ying Li:
A Survey of AIOps for Failure Management in the Era of Large Language Models. CoRR abs/2406.11213 (2024) - [i6]Lingzhe Zhang, Tong Jia, Kangjin Wang, Mengxi Jia, Yang Yong, Ying Li:
Reducing Events to Augment Log-based Anomaly Detection Models: An Empirical Study. CoRR abs/2409.04834 (2024) - [i5]Daiheng Gao, Shilin Lu, Shaw Walters, Wenbo Zhou, Jiaming Chu, Jie Zhang, Bang Zhang, Mengxi Jia, Jian Zhao, Zhaoxin Fan, Weiming Zhang:
EraseAnything: Enabling Concept Erasure in Rectified Flow Transformers. CoRR abs/2412.20413 (2024) - 2023
- [j3]Yunpeng Zhai, Peixi Peng, Mengxi Jia, Shiyong Li, Weiqiang Chen, Xuesong Gao, Yonghong Tian:
Population-Based Evolutionary Gaming for Unsupervised Person Re-identification. Int. J. Comput. Vis. 131(1): 1-25 (2023) - [j2]Mengxi Jia, Xinhua Cheng, Shijian Lu, Jian Zhang:
Learning Disentangled Representation Implicitly Via Transformer for Occluded Person Re-Identification. IEEE Trans. Multim. 25: 1294-1305 (2023) - [c6]Mengxi Jia, Yifan Sun, Yunpeng Zhai, Xinhua Cheng, Yi Yang, Ying Li:
Semi-attention Partition for Occluded Person Re-identification. AAAI 2023: 998-1006 - [c5]Xinhua Cheng, Yanmin Wu, Mengxi Jia, Qian Wang, Jian Zhang:
Panoptic Compositional Feature Field for Editable Scene Rendering with Network-Inferred Labels via Metric Learning. CVPR 2023: 4947-4957 - [i4]Yunpeng Zhai, Peixi Peng, Mengxi Jia, Shiyong Li, Weiqiang Chen, Xuesong Gao, Yonghong Tian:
Population-Based Evolutionary Gaming for Unsupervised Person Re-identification. CoRR abs/2306.05236 (2023) - 2022
- [j1]Xinhua Cheng, Mengxi Jia, Qian Wang, Jian Zhang:
A Simple Visual-Textual Baseline for Pedestrian Attribute Recognition. IEEE Trans. Circuits Syst. Video Technol. 32(10): 6994-7004 (2022) - [c4]Xinhua Cheng, Mengxi Jia, Qian Wang, Jian Zhang:
More is better: Multi-source Dynamic Parsing Attention for Occluded Person Re-identification. ACM Multimedia 2022: 6840-6849 - 2021
- [c3]Mengxi Jia, Xinhua Cheng, Yunpeng Zhai, Shijian Lu, Siwei Ma, Yonghong Tian, Jian Zhang:
Matching on Sets: Conquer Occluded Person Re-identification Without Alignment. AAAI 2021: 1673-1681 - [i3]Mengxi Jia, Xinhua Cheng, Shijian Lu, Jian Zhang:
Learning Disentangled Representation Implicitly via Transformer for Occluded Person Re-Identification. CoRR abs/2107.02380 (2021) - 2020
- [c2]Yunpeng Zhai, Qixiang Ye, Shijian Lu, Mengxi Jia, Rongrong Ji, Yonghong Tian:
Multiple Expert Brainstorming for Domain Adaptive Person Re-Identification. ECCV (7) 2020: 594-611 - [c1]Mengxi Jia, Yunpeng Zhai, Shijian Lu, Siwei Ma, Jian Zhang:
A Similarity Inference Metric for RGB-Infrared Cross-Modality Person Re-identification. IJCAI 2020: 1026-1032 - [i2]Mengxi Jia, Yunpeng Zhai, Shijian Lu, Siwei Ma, Jian Zhang:
A Similarity Inference Metric for RGB-Infrared Cross-Modality Person Re-identification. CoRR abs/2007.01504 (2020) - [i1]Yunpeng Zhai, Qixiang Ye, Shijian Lu, Mengxi Jia, Rongrong Ji, Yonghong Tian:
Multiple Expert Brainstorming for Domain Adaptive Person Re-identification. CoRR abs/2007.01546 (2020)
Coauthor Index
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