Celso De Melo

39 papers A* 2A 2B 12Journal 20Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Toan Nguyen, Yang Liu, Celso De Melo, Flora D. Salim
2026 J jnl
CoRR
Xiao Fang, Yiming Gong, Stanislav Panev, Celso De Melo, Shuowen Hu, Shayok Chakraborty, Fernando De la Torre
2025 A conf
WACV
Jay N. Paranjape, Celso De Melo, Vishal M. Patel
2025 J jnl
CoRR
Aiden Chang, Celso De Melo, Stephanie M. Lukin
2025 J jnl
CoRR
Xiao Fang, Minhyek Jeon, Zheyang Qin, Stanislav Panev, Celso De Melo, Shuowen Hu, Shayok Chakraborty, Fernando De la Torre
2025 J jnl
CoRR
Yue Tan, Xiaoqian Hu, Hao Xue, Celso De Melo, Flora D. Salim
2025 J jnl
CoRR
Jay N. Paranjape, Celso De Melo, Vishal M. Patel
2025 J jnl
CoRR
Wufei Ma, Yu-Cheng Chou, Qihao Liu, Xingrui Wang, Celso De Melo, Jieneng Chen, Jianwen Xie, Alan L. Yuille
2025 J jnl
CoRR
Mateo Guaman Castro, Sidharth Rajagopal, Daniel Gorbatov, Matt Schmittle, Rohan Baijal, Octi Zhang, Rosario Scalise, Sidharth Talia, Emma Romig, Celso De Melo, Byron Boots, Abhishek Gupta
2025 B conf
AVSS
Yasiru Ranasinghe, Vibashan VS, James Uplinger, Celso De Melo, Vishal M. Patel
2025 J jnl
CoRR
Yasiru Ranasinghe, Vibashan VS, James Uplinger, Celso De Melo, Vishal M. Patel
2024 J jnl
CoRR
Jay N. Paranjape, Celso De Melo, Vishal M. Patel
2024 A conf
WACV
Stanislav Panev, Emily Kim, Sai Abhishek Si Namburu, Desislava Nikolova, Celso De Melo, Fernando De la Torre, Jessica K. Hodgins
2024 J jnl
CoRR
Mikael Yeghiazaryan, Sai Abhishek Si Namburu, Emily Kim, Stanislav Panev, Celso De Melo, Brent Lance, Fernando De la Torre, Jessica K. Hodgins
2024 A* conf
NeurIPS
Tianqi Tang, Shohreh Deldari, Hao Xue, Celso De Melo, Flora D. Salim
2024 J jnl
CoRR
Tianqi Tang, Shohreh Deldari, Hao Xue, Celso De Melo, Flora D. Salim
2024 J jnl
CoRR
Blake Gella, Howard Zhang, Rishi Upadhyay, Tiffany Chang, Nathan Wei, Matthew Waliman, Yunhao Bao, Celso De Melo, Alex Wong, Achuta Kadambi
2023 J jnl
Nat. Mac. Intell.
Achuta Kadambi, Celso De Melo, Cho-Jui Hsieh, Mani B. Srivastava, Stefano Soatto
2022 J jnl
CoRR
Yunhao Ba, Howard Zhang, Ethan Yang, Akira Suzuki, Arnold Pfahnl, Chethan Chinder Chandrappa, Celso De Melo, Suya You, Stefano Soatto, Alex Wong, Achuta Kadambi
2021 J jnl
IEEE Trans. Affect. Comput.
Celso De Melo, Dean Petters, Joel Parthemore, David C. Moffatt, Christian Becker-Asano
2019 J jnl
ACM Trans. Interact. Intell. Syst.
Ion Juvina, Michael G. Collins, Othalia Larue, William G. Kennedy, Ewart de Visser, Celso De Melo
2016 B conf
CogSci
Peter Khooshabeh, Rebecca Lin, Celso De Melo, Jonathan Gratch, Brett Ouimette, Jim Blascovich
2016 J jnl
ACM Trans. Comput. Hum. Interact.
Celso De Melo, Stacy Marsella, Jonathan Gratch
2014 B conf
CogSci
Celso De Melo, Peter J. Carnevale, Jonathan Gratch
2013 B conf
CogSci
Peter Khooshabeh, Celso De Melo, Brooks Volkman, Jonathan Gratch, Jim Blascovich, Peter J. Carnevale
2012 J jnl
Comput. Animat. Virtual Worlds
Ahyoung Choi, Celso De Melo, Woontack Woo, Jonathan Gratch
2012 B conf
CogSci
Celso De Melo, Jonathan Gratch, Peter J. Carnevale, Stephen Read
2011 B conf
CogSci
Celso De Melo, Peter J. Carnevale, Jonathan Gratch
2011 A* conf
AAAI
Dimitrios Antos, Celso De Melo, Jonathan Gratch, Barbara J. Grosz
2009 B conf
IVA
Celso De Melo, Jonathan Gratch
2008 B conf
IVA
Celso De Melo, Jonathan Gratch
2007 B conf
ACII
Celso De Melo, Ana Paiva
2007 conf
COST 2102 Workshop (Vietri)
Guilherme Raimundo, João P. Cabral, Celso De Melo, Luís C. Oliveira, Ana Paiva, Isabel Trancoso
2006 B conf
IVA
Celso De Melo, Ana Paiva
2006 conf
IAT
Celso De Melo, Rui Prada, Guilherme Raimundo, Joana Paulo Pardal, Helena Sofia Pinto, Ana Paiva
2006 J jnl
Comput. Animat. Virtual Worlds
Celso De Melo, Ana Paiva
2006 B conf
IVA
Guilherme Raimundo, João P. Cabral, Celso De Melo, Luís C. Oliveira, Ana Paiva
2005 B conf
ACII
Celso De Melo, Ana Paiva
2005 conf
International Conference on Virtual Storytelling
Celso De Melo, Ana Paiva
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