Xiaodong Fang

14 papers Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Patterns
Ping Qiu, Qianqian Chen, Hua Qin, Shuangsang Fang, Yilin Zhang, Yanlin Zhang, Tianyi Xia, Lei Cao, Yong Zhang, Xiaodong Fang, Yuxiang Li, Luni Hu
2025 J jnl
Comput. Electron. Agric.
Qixiang Zou, Shuaishuai Tai, Qianguang Yuan, Yating Nie, Heping Gou, Longfei Wang, Chuanxiu Li, Yi Jing, Fangchun Dong, Zhen Yue, Yi Rong, Xiaodong Fang, Shengwu Xiong
2024 J jnl
Nat. Mac. Intell.
Bohao Zou, Jingjing Wang, Yi Ding, Zhenmiao Zhang, Yufen Huang, Xiaodong Fang, Ka Chun Cheung, Simon See, Lu Zhang
2024 J jnl
BMC Bioinform.
Weiming He, Lian Xu, Jingxian Wang, Zhen Yue, Yi Jing, Shuaishuai Tai, Jian Yang, Xiaodong Fang
2023 J jnl
Briefings Bioinform.
Zhenmiao Zhang, Chao Yang, Werner Pieter Veldsman, Xiaodong Fang, Lu Zhang
2023 J jnl
Briefings Bioinform.
Jingjing Wang, Werner Pieter Veldsman, Xiaodong Fang, Yufen Huang, Xuefeng Xie, Aiping Lyu, Lu Zhang
2023 J jnl
Bioinform.
Weiming He, Jian Yang, Yi Jing, Lian Xu, Kang Yu, Xiaodong Fang
2023 J jnl
IEEE Access
Weiyi Wang, Dongsheng Yu, Haibo Yu, Minghan Yang, Chidong Xu, Xiaodong Fang
2022 J jnl
Enterp. Inf. Syst.
Xiaodong Fang, H.-C. Chen
2021 J jnl
J. Supercomput.
Xiaodong Fang, Chan Chang, Genggeng Liu
2019 J jnl
Database J. Biol. Databases Curation
Zhiyuan Zhang, Guozhong Chen, Jun Hu, Wajid Hussain, Fenxia Fan, Yalin Yang, Zhigang Zhou, Xiaodong Fang, Jun Zhu, Wei-Hua Chen, Zhi Liu
2016 conf
BIBM
Zicheng Zhao, Yen Kaow Ng, Xiaodong Fang, Shuaicheng Li
2015 J jnl
Bioinform.
Shengjie Gao, Dan Zou, Likai Mao, Huayu Liu, Pengfei Song, Youguo Chen, Shancen Zhao, Changduo Gao, Xiangchun Li, Zhibo Gao, Xiaodong Fang, Huanming Yang, Torben F. Ørntoft, Karina D. Sørensen, Lars Bolund
2007 J jnl
Nucleic Acids Res.
Hongkun Zheng, Junjie Shi, Xiaodong Fang, Yuan Li, Søren Vang, Wei Fan, Junyi Wang, Zhang Zhang, Wen Wang, Karsten Kristiansen, Jun Wang
redb/extractor_registry.py
← Index redb/extractor_registry.py python
"""
Extractor registry with lazy loading by file type.

Groups extractors by file type (pe, elf, macho, apk) and only imports
the relevant group when that file type is first encountered. This avoids
loading heavy dependencies (pefile, lief, androguard, etc.) into workers
that don't need them.
"""
import importlib
import logging

logger = logging.getLogger(__name__)

# Registry: group name -> list of (module_path, class_names)
_REGISTRY = {
    "pe": [
        ("redb.extractors.pe_extractors", [
            "PEFeaturesExtractor",
            "PEImportExtractor",
            "PEResourceExtractor",
            "PEOverlayExtractor",
            "PESectionExtractor",
            "PESignatureExtractor",
            "PEExtraFindings",
            "PEInconstistencyTestsExtractor",
            "PEDotNetExtractor",
        ]),
    ],
    "elf": [
        ("redb.extractors.elf_extractors", [
            "ELFFeaturesExtractor",
            "ELFSegmentExtractor",
            "ELFSectionExtractor",
            "ELFDependencyExtractor",
            "ELFSymbolExtractor",
            "ELFImportExtractor",
            "ELFExportExtractor",
            "ELFRelocationExtractor",
            "ELFNotesExtractor",
        ]),
    ],
    "macho": [
        ("redb.extractors.macho_extractors", [
            "MachOFeaturesExtractor",
            "MachOSegmentExtractor",
            "MachOImportExtractor",
            "MachOExportExtractor",
            "MachODylibExtractor",
            "MachOSignatureExtractor",
        ]),
    ],
    "apk": [
        ("redb.extractors.apk_extractors", [
            "APKFeaturesExtractor",
            "APKManifestExtractor",
            "APKPermissionsExtractor",
            "APKSignatureExtractor",
            "APKDexExtractor",
            "APKResourceExtractor",
            "APKNativeLibExtractor",
            "APKInconsistencyTestsExtractor",
        ]),
        ("redb.extractors.decompiler.DecompileAPK", [
            "DecompileAPK",
        ]),
    ],
    "js": [
        ("redb.extractors.js_extractors", [
            "JSFeaturesExtractor",
            "JSSuspiciousAPIsExtractor",
            "JSStringsExtractor",
            "JSDeobfuscationExtractor",
            "JSContentExtractor",
        ]),
    ],
}

# Map filetype labels (from Magika) to registry group names
FILETYPE_TO_GROUP = {
    "pebin": "pe",
    "elf": "elf",
    "macho": "macho",
    "apk": "apk",
    "javascript": "js",
}

# Cache: group name -> {class_name: class}
_group_cache = {}


def _load_group(group_name):
    """Import all extractors for a group. Cached after first call."""
    if group_name in _group_cache:
        return _group_cache[group_name]

    logger.debug(f"Loading extractor group: {group_name}")

    # Suppress androguard logging before importing APK extractors
    if group_name == "apk":
        from loguru import logger as loguru_logger
        loguru_logger.disable("androguard")

    classes = {}
    for module_path, class_names in _REGISTRY[group_name]:
        mod = importlib.import_module(module_path)
        for name in class_names:
            classes[name] = getattr(mod, name)

    _group_cache[group_name] = classes
    return classes


def get_filetype_modules(filetype):
    """Get the list of format-specific extractor classes for a filetype.

    Returns only analysis extractors (excludes decompilers like DecompileAPK).
    """
    group = FILETYPE_TO_GROUP.get(filetype)
    if not group:
        return []
    classes = _load_group(group)
    return [cls for name, cls in classes.items() if not name.startswith("Decompile")]


def get_extractor_class(name):
    """Look up a single extractor class by name across all groups.

    Checks cached groups first, then loads groups on demand.
    """
    # Check already-loaded groups first
    for group_classes in _group_cache.values():
        if name in group_classes:
            return group_classes[name]

    # Search all groups (triggers lazy loading)
    for group_name in _REGISTRY:
        classes = _load_group(group_name)
        if name in classes:
            return classes[name]

    return None