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University of Southern California
- Los Angeles, CA, USA
- https://viterbi-web.usc.edu/~yzhao010/
- https://orcid.org/0000-0003-3401-4921
- in/yzhao062
- https://www.xiaohongshu.com/user/profile/61716aad000000000201caae
Highlights
- Pro
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pyod Public
A Python library for anomaly detection across tabular, time series, graph, text, and image data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.
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agent-config Public
Personal agent configuration for Codex and Claude Code. Not intended for general use.
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agent-pack Public
Personal pack and reference example for anywhere-agents.
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anywhere-agents Public
One config to rule all your AI agents: portable (every project, every session), effective (curated writing, routing, skills), and safer (destructive-command guard).
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agent-style Public
21 writing rules for AI coding and writing agents. Drop-in for Claude Code, Codex, Copilot, Cursor, and Aider, so their output reads like a tech pro.
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agent-audit Public
Forked from HeadyZhang/agent-auditStatic security scanner for LLM agents — prompt injection, MCP config auditing, taint analysis. 49 rules mapped to OWASP Agentic Top 10 (2026). Works with LangChain, CrewAI, AutoGen.
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anomaly-detection-resources Public
Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!
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AIOpenings Public
A curated list of PhD, RA, and Intern openings in Computer Science (CS), Electrical & Computer Engineering (ECE), and Artificial Intelligence (AI). For students to explore opportunities and for fac…
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cs-paper-checklist Public
A final sanity checklist to help your CS paper get accepted, not desk rejected.
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SUOD Public
(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)
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HPOD Public
AutoML 2024: HPOD: Hyperparameter Optimization for Unsupervised Outlier Detection
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ADBench Public
Forked from Minqi824/ADBenchOfficial Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.
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cmu-catalyst.github.io Public
Forked from cmu-catalyst/cmu-catalyst.github.io -
pytod Public
TOD: GPU-accelerated Outlier Detection via Tensor Operations
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combo Public
(AAAI' 20) A Python Toolbox for Machine Learning Model Combination
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UOMS Public
Resources and environment for unsupervised outlier model selection (UOMS)
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ELECT Public
Toward Unsupervised Outlier Model Selection (ICDM 2022)
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MetaOD Public
Automating Outlier Detection via Meta-Learning (Code, API, and Contribution Instructions)
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data-mining-conferences Public
Ranking, acceptance rate, deadline, and publication tips
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OD-Econometrics Public
Outlier Detection and Removal for Econometrics Models
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LSCP Public
Supplementary material for SDM 19 paper "LSCP: Locally Selective Combination in Parallel Outlier Ensembles"
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awesome-ensemble-learning Public
Ensemble learning related books, papers, videos, and toolboxes
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XGBOD Public
Supplementary material for IJCNN paper "XGBOD: Improving Supervised Outlier Detection with Unsupervised Representation Learning"