Kai Gao

14 papers B 2Journal 6Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Medical Image Anal.
Kai Gao, Lubin Wang, Liang Li, Xiao Chen, Bin Lu, Yu-Wei Wang, Xue-Ying Li, Zi-Han Wang, Hui-Xian Li, Yi-Fan Liao, Li-Ping Cao, Guan-Mao Chen, Jian-Shan Chen, Tao Chen, Tao-Lin Chen, Yan-Rong Chen, Yu-Qi Cheng, Zhao-Song Chu, Shi-Xian Cui, Xi-Long Cui, Zhao-Yu Deng, Qing-Lin Gao, Qi-Yong Gong, Wen-Bin Guo, Can-Can He, Zheng-Jia-Yi Hu, Qian Huang, Xin-Lei Ji, Feng-Nan Jia, Li Kuang, Bao-Juan Li, Feng Li, Tao Li, Xue Li, Tao Lian, Xiao-Yun Liu, Yan-Song Liu, Zhe-Ning Liu, Yi-Cheng Long, Jian-Ping Lu, Jiang Qiu, Xiao-Xiao Shan, Tian-Mei Si, Peng-Feng Sun, Chuan-Yue Wang, Han-Lin Wang, Xiang Wang, Ying Wang, Chen-Nan Wu, Xiao-Ping Wu, Xin-Ran Wu, Yan-Kun Wu, Chun-Ming Xie, Guang-Rong Xie, Peng Xie, Xiu-Feng Xu, Zhen-Peng Xue, Hong Yang, Jian Yang, Hua Yu, Yong-qiang Yu, Min-Lan Yuan, Yong-Gui Yuan, Ai-Xia Zhang, Ke-Rang Zhang, Wei Zhang, Zi-Jing Zhang, Jing-Ping Zhao, Jia-Jia Zhu, Xi-Nian Zuo, Hua-Ning Wang, Chao-Gan Yan, Yufeng Zang, Dewen Hu
2025 J jnl
IEEE Trans. Neural Networks Learn. Syst.
Jinghua Zhang, Li Liu, Kai Gao, Dewen Hu
2025 conf
ISAIMS
Kexin Zheng, Ming Ke, Lubin Wang, Liang Li, Pinhong Chen, Kai Gao
2024 J jnl
Appl. Soft Comput.
Gang Wang, Xin Yang, Liang Li, Kai Gao, Jin Gao, Jiayi Zhang, Dajun Xing, Yizheng Wang
2023 J jnl
CoRR
Jinghua Zhang, Li Liu, Kai Gao, Dewen Hu
2023 conf
ICIG (5)
Jingrui Xu, Jianpo Su, Kai Gao, Zhipeng Fan, Ming Zhang, Dewen Hu, Ling-Li Zeng
2023 J jnl
IEEE Trans. Pattern Anal. Mach. Intell.
Ling-Li Zeng, Kai Gao, Dewen Hu, Zhichao Feng, Chenping Hou, Pengfei Rong, Wei Wang
2023 conf
CVPR Workshops
Xin Yang, Gang Wang, Weiming Hu, Jin Gao, Shubo Lin, Liang Li, Kai Gao, Yizheng Wang
2021 B conf
IJCNN
Zhipeng Fan, Jianpo Su, Kai Gao, Dewen Hu, Ling-Li Zeng
2021 J jnl
Medical Image Anal.
Kai Gao, Jianpo Su, Zhongbiao Jiang, Ling-Li Zeng, Zhichao Feng, Hui Shen, Pengfei Rong, Xin Xu, Jian Qin, Yuexiang Yang, Wei Wang, Dewen Hu
2020 conf
MLCN/RNO-AI@MICCAI
Ling-Li Zeng, Christopher R. K. Ching, Zvart Abaryan, Sophia I. Thomopoulos, Kai Gao, Alyssa H. Zhu, Anjanibhargavi Ragothaman, Faisal Rashid, Marc Harrison, Lauren E. Salminen, Brandalyn C. Riedel, Neda Jahanshad, Dewen Hu, Paul M. Thompson
2019 B conf
IJCNN
Kai Gao, Hui Shen, Yadong Liu, Lingli Zeng, Dewen Hu
2018 conf
IScIDE
Kai Gao, Hui Shen, Jianpo Su, Dewen Hu
2018 conf
IScIDE
Jian Qin, Hui Shen, Lingli Zeng, Kai Gao, Dewen Hu
tests/unit/test_extractor_registry.py
← Index tests/unit/test_extractor_registry.py python
"""
Unit tests for the extractor registry (redb/extractor_registry.py).

Verifies that all file-type groups load correctly, return the expected
extractors, and that lookup/filtering logic works as intended.
"""
import pytest

from redb.extractor_registry import (
    get_filetype_modules,
    get_extractor_class,
    FILETYPE_TO_GROUP,
    _REGISTRY,
)

pytestmark = [pytest.mark.unit]


# ============================================================================
# get_filetype_modules — group loading
# ============================================================================

class TestGetFiletypeModules:

    @pytest.mark.parametrize("filetype,expected_names", [
        ("pebin", [
            "PEFeaturesExtractor", "PEImportExtractor", "PEResourceExtractor",
            "PEOverlayExtractor", "PESectionExtractor", "PESignatureExtractor",
            "PEExtraFindings", "PEInconstistencyTestsExtractor", "PEDotNetExtractor",
        ]),
        ("elf", [
            "ELFFeaturesExtractor", "ELFSegmentExtractor", "ELFSectionExtractor",
            "ELFDependencyExtractor", "ELFSymbolExtractor", "ELFImportExtractor",
            "ELFExportExtractor", "ELFRelocationExtractor", "ELFNotesExtractor",
        ]),
        ("macho", [
            "MachOFeaturesExtractor", "MachOSegmentExtractor",
            "MachOImportExtractor", "MachOExportExtractor",
            "MachODylibExtractor", "MachOSignatureExtractor",
        ]),
        ("apk", [
            "APKFeaturesExtractor", "APKManifestExtractor",
            "APKPermissionsExtractor", "APKSignatureExtractor",
            "APKDexExtractor", "APKResourceExtractor",
            "APKNativeLibExtractor", "APKInconsistencyTestsExtractor",
        ]),
    ])
    def test_loads_all_extractors_for_filetype(self, filetype, expected_names):
        """Each filetype group should return all its registered extractors."""
        modules = get_filetype_modules(filetype)
        names = [m.__name__ for m in modules]
        for expected in expected_names:
            assert expected in names, f"{expected} missing from {filetype} modules"

    def test_apk_excludes_decompilers(self):
        """get_filetype_modules should not include DecompileAPK."""
        modules = get_filetype_modules("apk")
        names = [m.__name__ for m in modules]
        assert "DecompileAPK" not in names

    def test_unknown_filetype_returns_empty(self):
        """An unrecognized filetype should return an empty list."""
        assert get_filetype_modules("unknown_format") == []

    def test_returned_classes_are_callable(self):
        """All returned extractor classes should be callable (i.e., actual classes)."""
        for filetype in FILETYPE_TO_GROUP:
            for cls in get_filetype_modules(filetype):
                assert callable(cls), f"{cls} is not callable"


# ============================================================================
# get_extractor_class — single lookup
# ============================================================================

class TestGetExtractorClass:

    def test_finds_pe_extractor(self):
        cls = get_extractor_class("PEFeaturesExtractor")
        assert cls is not None
        assert cls.__name__ == "PEFeaturesExtractor"

    def test_finds_elf_extractor(self):
        cls = get_extractor_class("ELFSectionExtractor")
        assert cls is not None
        assert cls.__name__ == "ELFSectionExtractor"

    def test_finds_macho_extractor(self):
        cls = get_extractor_class("MachOSignatureExtractor")
        assert cls is not None
        assert cls.__name__ == "MachOSignatureExtractor"

    def test_finds_apk_extractor(self):
        cls = get_extractor_class("APKDexExtractor")
        assert cls is not None
        assert cls.__name__ == "APKDexExtractor"

    def test_finds_decompile_apk(self):
        cls = get_extractor_class("DecompileAPK")
        assert cls is not None
        assert cls.__name__ == "DecompileAPK"

    def test_returns_none_for_unknown(self):
        assert get_extractor_class("NonExistentExtractor") is None


# ============================================================================
# Registry completeness
# ============================================================================

class TestRegistryCompleteness:

    def test_all_filetypes_have_registry_group(self):
        """Every filetype in FILETYPE_TO_GROUP should map to a valid registry group."""
        for filetype, group in FILETYPE_TO_GROUP.items():
            assert group in _REGISTRY, f"filetype {filetype} maps to unknown group {group}"

    def test_all_registry_groups_are_reachable(self):
        """Every registry group should be reachable via at least one filetype."""
        reachable = set(FILETYPE_TO_GROUP.values())
        for group in _REGISTRY:
            assert group in reachable, f"registry group {group} has no filetype mapping"


# ============================================================================
# Integration with workers.get_module_by_name
# ============================================================================

class TestWorkersGetModuleByName:

    def test_resolves_common_extractor(self):
        from redb.workers import get_module_by_name
        cls = get_module_by_name("BasicPropertiesExtractor")
        assert cls is not None
        assert cls.__name__ == "BasicPropertiesExtractor"

    def test_resolves_type_specific_extractor(self):
        from redb.workers import get_module_by_name
        cls = get_module_by_name("PEFeaturesExtractor")
        assert cls is not None
        assert cls.__name__ == "PEFeaturesExtractor"

    def test_resolves_decompile_apk(self):
        from redb.workers import get_module_by_name
        cls = get_module_by_name("DecompileAPK")
        assert cls is not None

    def test_returns_none_for_unknown(self):
        from redb.workers import get_module_by_name
        assert get_module_by_name("BogusExtractor") is None