Gaogang Xie

24 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ISSRE ×6 WWW ×4 AAAI ×2 ICDE ×2 ICML ×2 ACL ×1 CCS ×1 ESORICS ×1 FSE ×1 ICDM ×1 SIGKDD ×1 SIGMOD ×1 USENIX Security ×1

Frequent coauthors

Changhua Pei

×15

Dan Pei

×13

Jianhui Li

×12

Hang Cui

×7

Zexin Wang

×6

Jingjing Li

×6

Haotian Si

×6

Haiming Zhang

×5

Kun Xie

×4

Jigang Wen

×4

Minghua Ma

×4

Zihan Liu

×3

Papers

EviReport: From Reasoned Outlines to Evidence Tracked Long-Form Reports
ACL 2026 ·
Zihan Liu
,
Jianhui Li
,
Zexin Wang
,
Fei Sun
,
Jingjing Li
,
Zheyuan Li
,
Ke Xiang
,
Hang Cui
,
Houhua Gong
,
Changhua Pei
, Gaogang Xie
Gene Incremental Learning for Single-Cell Transcriptomics
AAAI 2026 ·
Jiaxin Qi
,
Yan Cui
,
Jianqiang Huang
, Gaogang Xie
Smart Eye: LLM-Guided Proposer-Verifier Framework for Industrial-Scale Log Anomaly Detection
WWW 2026 ·
Changhua Pei
,
Hang Cui
,
Jingjing Li
,
Yuxuan Li
,
Zihan Liu
,
Xinyuan Liao
,
Cenjie Hu
,
Jiabao Wang
,
Zheyuan Li
,
Zexin Wang
,
Haotian Si
,
Ke Xiang
, Gaogang Xie,
Dan Pei
ViTs: Teaching Machines to See Time Series Anomalies Like Human Experts
WWW 2026 ·
Zexin Wang
,
Changhua Pei
,
Yang Liu
,
Hengyue Jiang
,
Quan Zhou
,
Haotian Si
,
Hang Cui
,
Jianhui Li
, Gaogang Xie,
Jingjing Li
,
Dan Pei
A Simple and Comprehensive Benchmark for Single-Cell Transcriptomics
AAAI 2025 ·
Jiaxin Qi
,
Yan Cui
,
Kailei Guo
,
Xiaomin Zhang
,
Jianqiang Huang
, Gaogang Xie
CMoS: Rethinking Time Series Prediction Through the Lens of Chunk-wise Spatial Correlations
ICML 2025 ·
Haotian Si
,
Changhua Pei
,
Jianhui Li
,
Dan Pei
, Gaogang Xie
DeST: An Unsupervised Decoupled Spatio-Temporal Framework for Microservice Incident Management
ISSRE 2025 ·
Xiaohui Nie
,
Hang Cui
,
Changhua Pei
,
Haotian Si
,
Ke Xiang
,
Jingjing Li
,
Yanbiao Li
, Gaogang Xie,
Dan Pei
Flow-of-Action: SOP Enhanced LLM-Based Multi-Agent System for Root Cause Analysis
WWW 2025 ·
Changhua Pei
,
Zexin Wang
,
Fengrui Liu
,
Zeyan Li
,
Yang Liu
,
Xiao He
,
Rong Kang
,
Tieying Zhang
,
Jianjun Chen
,
Jianhui Li
, Gaogang Xie,
Dan Pei
GAPDiS: Gradient-Assisted Perturbation Design via Sequence Editing for Website Fingerprinting Defense
CCS 2025 ·
Ruotian Xie
,
Kun Xie
,
Pengcheng Zhao
,
Jiajun He
,
Xin Zeng
,
Jigang Wen
,
Yong Xie
,
Wei Liang
, Gaogang Xie
High Rank Matrix Completion with Adaptive Neighbor Graphs
ICDM 2025 ·
Shiqin Wang
,
Kun Xie
,
Jiazheng Tian
,
Jigang Wen
, Gaogang Xie
KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold Networks
ICML 2025 ·
Quan Zhou
,
Changhua Pei
,
Fei Sun
,
Jing Han
,
Zhengwei Gao
,
Haiming Zhang
, Gaogang Xie,
Dan Pei
,
Jianhui Li
Lemon: Network-Wide DDoS Detection with Routing-Oblivious Per-Flow Measurement
USENIX Security 2025 ·
Wenhao Wu
,
Zhenyu Li
,
Xilai Liu
,
Zhaohua Wang
,
Heng Pan
,
Guangxing Zhang
, Gaogang Xie
OpsEval: A Comprehensive Benchmark Suite for Evaluating Large Language Models' Capability in IT Operations Domain
FSE 2025 ·
Yuhe Liu
,
Changhua Pei
,
Longlong Xu
,
Bohan Chen
,
Mingze Sun
,
Zhirui Zhang
,
Yongqian Sun
,
Shenglin Zhang
,
Kun Wang
,
Haiming Zhang
,
Jianhui Li
, Gaogang Xie,
Xidao Wen
,
Xiaohui Nie
,
Minghua Ma
,
Dan Pei
TShape: Rescuing Machine Learning Models from Complex Shapelet Anomalies
ISSRE 2025 ·
Hang Cui
,
Jingjing Li
,
Haotian Si
,
Quan Zhou
,
Changhua Pei
, Gaogang Xie,
Dan Pei
A Robust Low-Rank Tensor Decomposition and Quantization based Compression Method
ICDE 2024 ·
Yudian Ouyang
,
Kun Xie
,
Jigang Wen
, Gaogang Xie,
Kenli Li
BitMatcher: Bit-level Counter Adjustment for Sketches
ICDE 2024 ·
Qilong Shi
,
Chengjun Jia
,
Wenjun Li
,
Zaoxing Liu
,
Tong Yang
,
Jianan Ji
, Gaogang Xie,
Weizhe Zhang
,
Minlan Yu
FineMon: An Innovative Adaptive Network Telemetry Scheme for Fine-Grained, Multi-Metric Data Monitoring with Dynamic Frequency Adjustment and Enhanced Data Recovery
SIGMOD 2024 ·
Haojie Ji
,
Kun Xie
,
Jigang Wen
,
Qingyi Zhang
, Gaogang Xie,
Wei Liang
Large Language Models Can Provide Accurate and Interpretable Incident Triage
ISSRE 2024 ·
Zexin Wang
,
Jianhui Li
,
Minghua Ma
,
Ze Li
,
Yu Kang
,
Chaoyun Zhang
,
Chetan Bansal
,
Murali Chintalapati
,
Saravan Rajmohan
,
Qingwei Lin
,
Dongmei Zhang
,
Changhua Pei
, Gaogang Xie
Patronum: In-network Volumetric DDoS Detection and Mitigation with Programmable Switches
ESORICS 2024 ·
Jiahao Wu
,
Heng Pan
,
Penglai Cui
,
Yiwen Huang
,
Jianer Zhou
,
Peng He
,
Yanbiao Li
,
Zhenyu Li
, Gaogang Xie
Pre-trained KPI Anomaly Detection Model Through Disentangled Transformer
SIGKDD 2024 ·
Zhaoyang Yu
,
Changhua Pei
,
Xin Wang
,
Minghua Ma
,
Chetan Bansal
,
Saravan Rajmohan
,
Qingwei Lin
,
Dongmei Zhang
,
Xidao Wen
,
Jianhui Li
, Gaogang Xie,
Dan Pei
Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective
WWW 2024 ·
Zexin Wang
,
Changhua Pei
,
Minghua Ma
,
Xin Wang
,
Zhihan Li
,
Dan Pei
,
Saravan Rajmohan
,
Dongmei Zhang
,
Qingwei Lin
,
Haiming Zhang
,
Jianhui Li
, Gaogang Xie
Self-Evolutionary Group-wise Log Parsing Based on Large Language Model
ISSRE 2024 ·
Changhua Pei
,
Zihan Liu
,
Jianhui Li
,
Erhan Zhang
,
Le Zhang
,
Haiming Zhang
,
Wei Chen
,
Dan Pei
, Gaogang Xie
SparseRCA: Unsupervised Root Cause Analysis in Sparse Microservice Testing Traces
ISSRE 2024 ·
Zhenhe Yao
,
Haowei Ye
,
Changhua Pei
,
Guang Cheng
,
Guangpei Wang
,
Zhiwei Liu
,
Hongwei Chen
,
Hang Cui
,
Zeyan Li
,
Jianhui Li
, Gaogang Xie,
Dan Pei
TimeSeriesBench: An Industrial-Grade Benchmark for Time Series Anomaly Detection Models
ISSRE 2024 ·
Haotian Si
,
Jianhui Li
,
Changhua Pei
,
Hang Cui
,
Jingwen Yang
,
Yongqian Sun
,
Shenglin Zhang
,
Jingjing Li
,
Haiming Zhang
,
Jing Han
,
Dan Pei
, Gaogang Xie