PPaperPicks

Tong Jia

23 papers at tracked venues · 19 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Ying Li
×21
Chiming Duan
×15
Minghua He
×15
Gang Huang
×13
Lingzhe Zhang
×10
Pei Xiao
×7
Weijie Hong
×6
Yifan Wu
×4
Yihan Wu
×3
Huaqian Cai
×3
Zhewei Zhong
×2
Xin Zhang
×2

Papers

  1. AIMS: A Content-Aware Resource Management Approach for AI Assistant Systems
    FSE 2026 ·
    Chiming Duan
    , Tong Jia,
    Minghua He
    ,
    Pei Xiao
    ,
    Lingzhe Zhang
    ,
    Zhewei Zhong
    ,
    Xin Zhang
    ,
    Ying Li
  2. E2E-REME: Towards End-to-End Microservices Auto-Remediation via Experience-Simulation Reinforcement Fine-Tuning
    FSE 2026 ·
    Lingzhe Zhang
    ,
    Yunpeng Zhai
    , Tong Jia,
    Minghua He
    ,
    Chiming Duan
    ,
    Zhaoyang Liu
    ,
    Bolin Ding
    ,
    Ying Li
  3. Efficient Failure Management for Multi-Agent Systems with Reasoning Trace Representation
    FSE 2026 ·
    Lingzhe Zhang
    , Tong Jia,
    Mingyu Wang
    ,
    Weijie Hong
    ,
    Chiming Duan
    ,
    Minghua He
    ,
    Rongqian Wang
    ,
    Xi Peng
    ,
    Meiling Wang
    ,
    Nicholas Zhang
    ,
    Renhai Chen
    ,
    Ying Li
  4. RuntimeSlicer: Towards Generalizable Unified Runtime State Representation for Failure Management
    FSE 2026 ·
    Lingzhe Zhang
    , Tong Jia,
    Weijie Hong
    ,
    Mingyu Wang
    ,
    Chiming Duan
    ,
    Minghua He
    ,
    Rongqian Wang
    ,
    Xi Peng
    ,
    Meiling Wang
    ,
    Nicholas Zhang
    ,
    Renhai Chen
    ,
    Ying Li
  5. VarParser: Unleashing the Neglected Power of Variables for LLM-based Log Parsing
    WWW 2026 ·
    Jinrui Sun
    , Tong Jia,
    Minghua He
    ,
    Ying Li
  6. Adaptive Prompt-Based Semantic Embedding with Inspire Potential of Implicit Knowledge for Cross-Modal Retrieval
    AAAI 2025 ·
    Xin Huang
    ,
    Shilong Wang
    , Tong Jia,
    Zhihang Gou
    ,
    Jingjing Li
  7. AgentFM: Role-Aware Failure Management for Distributed Databases with LLM-Driven Multi-Agents
    FSE 2025 ·
    Lingzhe Zhang
    ,
    Yunpeng Zhai
    , Tong Jia,
    Xiaosong Huang
    ,
    Chiming Duan
    ,
    Ying Li
  8. CLSLog: Collaborating Large and Small Models for Log-based Anomaly Detection
    FSE 2025 ·
    Pei Xiao
    , Tong Jia,
    Chiming Duan
    ,
    Minghua He
    ,
    Weijie Hong
    ,
    Xixuan Yang
    ,
    Yihan Wu
    ,
    Ying Li
    ,
    Gang Huang
  9. CoorLog: Efficient-Generalizable Log Anomaly Detection via Adaptive Coordinator in Software Evolution
    ASE 2025 ·
    Pei Xiao
    ,
    Chiming Duan
    ,
    Minghua He
    , Tong Jia,
    Yifan Wu
    ,
    Jing Xu
    ,
    Gege Gao
    ,
    Lingzhe Zhang
    ,
    Weijie Hong
    ,
    Ying Li
    ,
    Gang Huang
  10. Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis
    WWW 2025 ·
    Xixuan Yang
    ,
    Xin Huang
    ,
    Chiming Duan
    , Tong Jia,
    Shandong Dong
    ,
    Ying Li
    ,
    Gang Huang
  11. Exploring Variable Potential for LLM-based Log Parsing Efficiency and Reduced Costs
    FSE 2025 ·
    Jinrui Sun
    , Tong Jia,
    Minghua He
    ,
    Yihan Wu
    ,
    Ying Li
    ,
    Gang Huang
  12. Famos: Fault Diagnosis for Microservice Systems Through Effective Multi-Modal Data Fusion
    ICSE 2025 ·
    Chiming Duan
    ,
    Yong Yang
    , Tong Jia,
    Guiyang Liu
    ,
    Jinbu Liu
    ,
    Huxing Zhang
    ,
    Qi Zhou
    ,
    Ying Li
    ,
    Gang Huang
  13. From Few-Label to Zero-Label: An Approach for Cross-System Log-Based Anomaly Detection with Meta-Learning
    FSE 2025 ·
    Xinlong Zhao
    , Tong Jia,
    Minghua He
    ,
    Yihan Wu
    ,
    Ying Li
    ,
    Gang Huang
  14. LogAction: Consistent Cross-system Anomaly Detection through Logs via Active Domain Adaptation
    ASE 2025 ·
    Chiming Duan
    ,
    Minghua He
    ,
    Pei Xiao
    , Tong Jia,
    Xin Zhang
    ,
    Zhewei Zhong
    ,
    Xiang Luo
    ,
    Yan Niu
    ,
    Lingzhe Zhang
    ,
    Siyu Yu
    ,
    Yifan Wu
    ,
    Weijie Hong
    ,
    Ying Li
    ,
    Gang Huang
  15. United We Stand: Towards End-to-End Log-based Fault Diagnosis via Interactive Multi-Task Learning
    ASE 2025 ·
    Minghua He
    ,
    Chiming Duan
    ,
    Pei Xiao
    , Tong Jia,
    Siyu Yu
    ,
    Lingzhe Zhang
    ,
    Weijie Hong
    ,
    Jin Han
    ,
    Yifan Wu
    ,
    Ying Li
    ,
    Gang Huang
  16. Visual Perturbation and Adaptive Hard Negative Contrastive Learning for Compositional Reasoning in Vision-Language Models
    IJCAI 2025 ·
    Xin Huang
    ,
    Ruibin Li
    , Tong Jia,
    Wei Zheng
    ,
    Ya Wang
  17. Walk the Talk: Is Your Log-based Software Reliability Maintenance System Really Reliable?
    ASE 2025 ·
    Minghua He
    , Tong Jia,
    Chiming Duan
    ,
    Pei Xiao
    ,
    Lingzhe Zhang
    ,
    Kangjin Wang
    ,
    Yifan Wu
    ,
    Ying Li
    ,
    Gang Huang
  18. Weakly-Supervised Log-Based Anomaly Detection with Inexact Labels via Multi-Instance Learning
    ICSE 2025 ·
    Minghua He
    , Tong Jia,
    Chiming Duan
    ,
    Huaqian Cai
    ,
    Ying Li
    ,
    Gang Huang
  19. ZeroLog: Zero-Label Generalizable Cross-System Log-based Anomaly Detection
    ISSRE 2025 ·
    Xinlong Zhao
    , Tong Jia,
    Minghua He
    ,
    Ying Li
    ,
    Gang Huang
  20. LLMeLog: An Approach for Anomaly Detection based on LLM-enriched Log Events
    ISSRE 2024 ·
    Minghua He
    , Tong Jia,
    Chiming Duan
    ,
    Huaqian Cai
    ,
    Ying Li
    ,
    Gang Huang
  21. LogCAE: An Approach for Log-based Anomaly Detection with Active Learning and Contrastive Learning
    ISSRE 2024 ·
    Pei Xiao
    , Tong Jia,
    Chiming Duan
    ,
    Huaqian Cai
    ,
    Ying Li
    ,
    Gang Huang
  22. MetaLog: Generalizable Cross-System Anomaly Detection from Logs with Meta-Learning
    ICSE 2024 ·
    Chenyangguang Zhang
    , Tong Jia,
    Guopeng Shen
    ,
    Pinyan Zhu
    ,
    Ying Li
  23. Multivariate Log-based Anomaly Detection for Distributed Database
    SIGKDD 2024 ·
    Lingzhe Zhang
    , Tong Jia,
    Mengxi Jia
    ,
    Ying Li
    ,
    Yong Yang
    ,
    Zhonghai Wu