Mengxi Jia

37 papers A* 8A 2Misc 1Journal 24Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Survey of AIOps in the Era of Large Language Models.
ACM Comput. Surv.
Lingzhe Zhang, Tong Jia, Mengxi Jia, Yifan Wu, Aiwei Liu, Yong Yang, Zhonghai Wu, Xuming Hu, Philip S. Yu, Ying Li
2026 J jnl
Agentic Memory Enhanced Recursive Reasoning for Root Cause Localization in Microservices.
CoRR
Lingzhe Zhang, Tong Jia, Yunpeng Zhai, Leyi Pan, Chiming Duan, Minghua He, Mengxi Jia, Ying Li
2026 J jnl
Controllable Exploration in Hybrid-Policy RLVR for Multi-Modal Reasoning.
CoRR
Zhuoxu Huang, Mengxi Jia, Hao Sun, Xuelong Li, Jungong Han
2025 J jnl
A Survey of AIOps in the Era of Large Language Models.
CoRR
Lingzhe Zhang, Tong Jia, Mengxi Jia, Yifan Wu, Aiwei Liu, Yong Yang, Zhonghai Wu, Xuming Hu, Philip S. Yu, Ying Li
2025 A conf
AAAD: Asynchronous Inter-Variable Relationship-Aware Anomaly Detection for Multivariate Time Series.
ICME
Hongyi Liu, Xiaosong Huang, Mengxi Jia, Lingzhe Zhang, Tong Jia, Zhonghai Wu, Ying Li
2025 J jnl
E-Log: Fine-Grained Elastic Log-Based Anomaly Detection and Diagnosis for Databases.
IEEE Trans. Serv. Comput.
Lingzhe Zhang, Tong Jia, Xinyu Tan, Xiangdong Huang, Mengxi Jia, Hongyi Liu, Zhonghai Wu, Ying Li
2025 A* conf
EraseAnything: Enabling Concept Erasure in Rectified Flow Transformers.
ICML
Daiheng Gao, Shilin Lu, Wenbo Zhou, Jiaming Chu, Jie Zhang, Mengxi Jia, Bang Zhang, Zhaoxin Fan, Weiming Zhang
2025 J jnl
Gestura: A LVLM-Powered System Bridging Motion and Semantics for Real-Time Free-Form Gesture Understanding.
CoRR
Zhuoming Li, Aitong Liu, Mengxi Jia, Tengxiang Zhang, Dell Zhang, Xuelong Li
2025 J jnl
Gestura: A LVLM-Powered System Bridging Motion and Semantics for Real-Time Free-Form Gesture Understanding.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Zhuoming Li, Aitong Liu, Mengxi Jia, Yubo Lu, Tengxiang Zhang, Changzhi Sun, Dell Zhang, Xuelong Li
2025 J jnl
Infinite Video Understanding.
CoRR
Dell Zhang, Xiangyu Chen, Jixiang Luo, Mengxi Jia, Changzhi Sun, Ruilong Ren, Jingren Liu, Hao Sun, Xuelong Li
2025 A* conf
JTD-UAV: MLLM-Enhanced Joint Tracking and Description Framework for Anti-UAV Systems.
CVPR
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
2025 J jnl
LogDB: Multivariate Log-based Failure Diagnosis for Distributed Databases (Extended from MultiLog).
CoRR
Lingzhe Zhang, Tong Jia, Mengxi Jia, Ying Li
2025 — conf
MARS2 2025 Challenge on Multimodal Reasoning: Datasets, Methods, Results, Discussion, and Outlook.
ICCVW
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
2025 J jnl
MARS2 2025 Challenge on Multimodal Reasoning: Datasets, Methods, Results, Discussion, and Outlook.
CoRR
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
2025 J jnl
SAFA: Lifelong Person Re-Identification learning by statistics-aware feature alignment.
J. Vis. Commun. Image Represent.
Qiankun Gao, Mengxi Jia, Jie Chen, Jian Zhang
2025 Misc conf
ScalaLog: Scalable Log-Based Failure Diagnosis Using LLM.
ICASSP
Lingzhe Zhang, Tong Jia, Mengxi Jia, Yifan Wu, Hongyi Liu, Ying Li
2025 J jnl
Towards Close-to-Zero Runtime Collection Overhead: Raft-Based Anomaly Diagnosis on System Faults for Distributed Storage System.
IEEE Trans. Serv. Comput.
Lingzhe Zhang, Tong Jia, Mengxi Jia, Hongyi Liu, Yong Yang, Zhonghai Wu, Ying Li
2024 J jnl
A Survey of AIOps for Failure Management in the Era of Large Language Models.
CoRR
Lingzhe Zhang, Tong Jia, Mengxi Jia, Yifan Wu, Aiwei Liu, Yong Yang, Zhonghai Wu, Xuming Hu, Philip S. Yu, Ying Li
2024 J jnl
EraseAnything: Enabling Concept Erasure in Rectified Flow Transformers.
CoRR
Daiheng Gao, Shilin Lu, Shaw Walters, Wenbo Zhou, Jiaming Chu, Jie Zhang, Bang Zhang, Mengxi Jia, Jian Zhao, Zhaoxin Fan, Weiming Zhang
2024 A* conf
Multivariate Log-based Anomaly Detection for Distributed Database.
KDD
Lingzhe Zhang, Tong Jia, Mengxi Jia, Ying Li, Yong Yang, Zhonghai Wu
2024 J jnl
Multivariate Log-based Anomaly Detection for Distributed Database.
CoRR
Lingzhe Zhang, Tong Jia, Mengxi Jia, Ying Li, Yong Yang, Zhonghai Wu
2024 A conf
Reducing Events to Augment Log-based Anomaly Detection Models: An Empirical Study.
ESEM
Lingzhe Zhang, Tong Jia, Kangjin Wang, Mengxi Jia, Yong Yang, Ying Li
2024 J jnl
Reducing Events to Augment Log-based Anomaly Detection Models: An Empirical Study.
CoRR
Lingzhe Zhang, Tong Jia, Kangjin Wang, Mengxi Jia, Yang Yong, Ying Li
2024 J jnl
UAC-AD: Unsupervised Adversarial Contrastive Learning for Anomaly Detection on Multi-Modal Data in Microservice Systems.
IEEE Trans. Serv. Comput.
Hongyi Liu, Xiaosong Huang, Mengxi Jia, Tong Jia, Jing Han, Zhonghai Wu, Ying Li
2023 J jnl
Learning Disentangled Representation Implicitly Via Transformer for Occluded Person Re-Identification.
IEEE Trans. Multim.
Mengxi Jia, Xinhua Cheng, Shijian Lu, Jian Zhang
2023 A* conf
Panoptic Compositional Feature Field for Editable Scene Rendering with Network-Inferred Labels via Metric Learning.
CVPR
Xinhua Cheng, Yanmin Wu, Mengxi Jia, Qian Wang, Jian Zhang
2023 J jnl
Population-Based Evolutionary Gaming for Unsupervised Person Re-identification.
CoRR
Yunpeng Zhai, Peixi Peng, Mengxi Jia, Shiyong Li, Weiqiang Chen, Xuesong Gao, Yonghong Tian
2023 J jnl
Population-Based Evolutionary Gaming for Unsupervised Person Re-identification.
Int. J. Comput. Vis.
Yunpeng Zhai, Peixi Peng, Mengxi Jia, Shiyong Li, Weiqiang Chen, Xuesong Gao, Yonghong Tian
2023 A* conf
Semi-attention Partition for Occluded Person Re-identification.
AAAI
Mengxi Jia, Yifan Sun, Yunpeng Zhai, Xinhua Cheng, Yi Yang, Ying Li
2022 J jnl
A Simple Visual-Textual Baseline for Pedestrian Attribute Recognition.
IEEE Trans. Circuits Syst. Video Technol.
Xinhua Cheng, Mengxi Jia, Qian Wang, Jian Zhang
2022 A* conf
More is better: Multi-source Dynamic Parsing Attention for Occluded Person Re-identification.
ACM Multimedia
Xinhua Cheng, Mengxi Jia, Qian Wang, Jian Zhang
2021 J jnl
Learning Disentangled Representation Implicitly via Transformer for Occluded Person Re-Identification.
CoRR
Mengxi Jia, Xinhua Cheng, Shijian Lu, Jian Zhang
2021 A* conf
Matching on Sets: Conquer Occluded Person Re-identification Without Alignment.
AAAI
Mengxi Jia, Xinhua Cheng, Yunpeng Zhai, Shijian Lu, Siwei Ma, Yonghong Tian, Jian Zhang
2020 A* conf
A Similarity Inference Metric for RGB-Infrared Cross-Modality Person Re-identification.
IJCAI
Mengxi Jia, Yunpeng Zhai, Shijian Lu, Siwei Ma, Jian Zhang
2020 J jnl
A Similarity Inference Metric for RGB-Infrared Cross-Modality Person Re-identification.
CoRR
Mengxi Jia, Yunpeng Zhai, Shijian Lu, Siwei Ma, Jian Zhang
2020 — conf
Multiple Expert Brainstorming for Domain Adaptive Person Re-Identification.
ECCV (7)
Yunpeng Zhai, Qixiang Ye, Shijian Lu, Mengxi Jia, Rongrong Ji, Yonghong Tian
2020 J jnl
Multiple Expert Brainstorming for Domain Adaptive Person Re-identification.
CoRR
Yunpeng Zhai, Qixiang Ye, Shijian Lu, Mengxi Jia, Rongrong Ji, Yonghong Tian