Wei-Sheng Chin

13 papers A* 1A 2Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2019 J jnl
CoRR
Zeeshan Ahmed, Saeed Amizadeh, Mikhail Bilenko, Rogan Carr, Wei-Sheng Chin, Yael Dekel, Xavier Dupré, Vadim Eksarevskiy, Eric Erhardt, Costin Eseanu, Senja Filipi, Tom Finley, Abhishek Goswami, Monte Hoover, Scott Inglis, Matteo Interlandi, Shon Katzenberger, Najeeb Kazmi, Gleb Krivosheev, Pete Luferenko, Ivan Matantsev, Sergiy Matusevych, Shahab Moradi, Gani Nazirov, Justin Ormont, Gal Oshri, Artidoro Pagnoni, Jignesh Parmar, Prabhat Roy, Sarthak Shah, Mohammad Zeeshan Siddiqui, Markus Weimer, Shauheen Zahirazami, Yiwen Zhu
2019 A* conf
KDD
Zeeshan Ahmed, Saeed Amizadeh, Mikhail Bilenko, Rogan Carr, Wei-Sheng Chin, Yael Dekel, Xavier Dupré, Vadim Eksarevskiy, Senja Filipi, Tom Finley, Abhishek Goswami, Monte Hoover, Scott Inglis, Matteo Interlandi, Najeeb Kazmi, Gleb Krivosheev, Pete Luferenko, Ivan Matantsev, Sergiy Matusevych, Shahab Moradi, Gani Nazirov, Justin Ormont, Gal Oshri, Artidoro Pagnoni, Jignesh Parmar, Prabhat Roy, Mohammad Zeeshan Siddiqui, Markus Weimer, Shauheen Zahirazami, Yiwen Zhu
2018 J jnl
ACM Trans. Intell. Syst. Technol.
Wei-Sheng Chin, Bo-Wen Yuan, Mengyuan Yang, Chih-Jen Lin
2016 A conf
RecSys
Yu-Chin Juan, Yong Zhuang, Wei-Sheng Chin, Chih-Jen Lin
2016 J jnl
J. Mach. Learn. Res.
Wei-Sheng Chin, Bo-Wen Yuan, Mengyuan Yang, Yong Zhuang, Yu-Chin Juan, Chih-Jen Lin
2015 J jnl
ACM Trans. Intell. Syst. Technol.
Wei-Sheng Chin, Yong Zhuang, Yu-Chin Juan, Chih-Jen Lin
2015 conf
PAKDD (1)
Wei-Sheng Chin, Yong Zhuang, Yu-Chin Juan, Chih-Jen Lin
2015 J jnl
J. Mach. Learn. Res.
Chun-Liang Li, Yu-Chuan Su, Ting-Wei Lin, Cheng-Hao Tsai, Wei-Cheng Chang, Kuan-Hao Huang, Tzu-Ming Kuo, Shan-Wei Lin, Young-San Lin, Yu-Chen Lu, Chun-Pai Yang, Cheng-Xia Chang, Wei-Sheng Chin, Yu-Chin Juan, Hsiao-Yu Tung, Jui-Pin Wang, Cheng-Kuang Wei, Felix Wu, Tu-Chun Yin, Tong Yu, Yong Zhuang, Shou-De Lin, Hsuan-Tien Lin, Chih-Jen Lin
2015 conf
PAKDD (2)
Yong Zhuang, Wei-Sheng Chin, Yu-Chin Juan, Chih-Jen Lin
2014 J jnl
J. Mach. Learn. Res.
Wei-Sheng Chin, Yong Zhuang, Yu-Chin Juan, Felix Wu, Hsiao-Yu Tung, Tong Yu, Jui-Pin Wang, Cheng-Xia Chang, Chun-Pai Yang, Wei-Cheng Chang, Kuan-Hao Huang, Tzu-Ming Kuo, Shan-Wei Lin, Young-San Lin, Yu-Chen Lu, Yu-Chuan Su, Cheng-Kuang Wei, Tu-Chun Yin, Chun-Liang Li, Ting-Wei Lin, Cheng-Hao Tsai, Shou-De Lin, Hsuan-Tien Lin, Chih-Jen Lin
2013 A conf
RecSys
Yong Zhuang, Wei-Sheng Chin, Yu-Chin Juan, Chih-Jen Lin
2013 conf
KDD Cup
Chun-Liang Li, Yu-Chuan Su, Ting-Wei Lin, Cheng-Hao Tsai, Wei-Cheng Chang, Kuan-Hao Huang, Tzu-Ming Kuo, Shan-Wei Lin, Young-San Lin, Yu-Chen Lu, Chun-Pai Yang, Cheng-Xia Chang, Wei-Sheng Chin, Yu-Chin Juan, Hsiao-Yu Tung, Jui-Pin Wang, Cheng-Kuang Wei, Felix Wu, Tu-Chun Yin, Tong Yu, Yong Zhuang, Shou-De Lin, Hsuan-Tien Lin, Chih-Jen Lin
2013 conf
KDD Cup
Wei-Sheng Chin, Yu-Chin Juan, Yong Zhuang, Felix Wu, Hsiao-Yu Tung, Tong Yu, Jui-Pin Wang, Cheng-Xia Chang, Chun-Pai Yang, Wei-Cheng Chang, Kuan-Hao Huang, Tzu-Ming Kuo, Shan-Wei Lin, Young-San Lin, Yu-Chen Lu, Yu-Chuan Su, Cheng-Kuang Wei, Tu-Chun Yin, Chun-Liang Li, Ting-Wei Lin, Cheng-Hao Tsai, Shou-De Lin, Hsuan-Tien Lin, Chih-Jen Lin
redb/extractors/decompiler/apk/jadx_wrapper.py
← Index redb/extractors/decompiler/apk/jadx_wrapper.py python
"""JADX decompiler subprocess wrapper.

Manages JADX subprocess execution for Java decompilation,
following the CAPA extractor subprocess pattern.
"""

import os
import re
import signal
import subprocess
from typing import Dict, Optional


class JADXDecompiler:
    """Subprocess wrapper for JADX Java decompilation."""

    def __init__(self, jadx_path: str = None, timeout: int = None, log=None):
        self.jadx_path = jadx_path or os.getenv("JADX_PATH", "jadx")
        self.timeout = timeout or int(os.getenv("JADX_TIMEOUT", "300"))
        self.log = log

    def decompile(self, apk_path: str, output_dir: str) -> bool:
        """Run JADX decompilation on an APK file.

        Returns True on success, False on failure.
        """
        cmd = [
            self.jadx_path,
            "--no-res",
            "--no-imports",
            "--threads-count", "2",
            "--output-dir", output_dir,
            apk_path,
        ]

        try:
            process = subprocess.Popen(
                cmd,
                stdout=subprocess.PIPE,
                stderr=subprocess.PIPE,
                text=True,
                preexec_fn=os.setsid,
            )

            try:
                stdout, stderr = process.communicate(timeout=self.timeout)
                if process.returncode != 0:
                    if self.log:
                        self.log.warning(
                            f"JADX returned non-zero exit code {process.returncode}: "
                            f"{stderr[:500] if stderr else 'no stderr'}"
                        )
                    # JADX may still produce partial output on non-zero exit
                    return os.path.isdir(os.path.join(output_dir, "sources"))
                return True

            except subprocess.TimeoutExpired:
                if self.log:
                    self.log.error(
                        f"JADX timed out after {self.timeout}s"
                    )
                # Kill the process group
                try:
                    os.killpg(os.getpgid(process.pid), signal.SIGTERM)
                    process.wait(timeout=3)
                except (ProcessLookupError, subprocess.TimeoutExpired):
                    try:
                        os.killpg(os.getpgid(process.pid), signal.SIGKILL)
                    except ProcessLookupError:
                        pass
                return False

        except FileNotFoundError:
            if self.log:
                self.log.error(
                    f"JADX not found at '{self.jadx_path}'. "
                    "Install JADX or set JADX_PATH env var."
                )
            return False
        except Exception as e:
            if self.log:
                self.log.error(f"JADX execution error: {e}")
            return False

    def parse_java_methods(self, output_dir: str) -> Dict[str, str]:
        """Parse JADX output into per-method Java source.

        Returns dict keyed by 'package.ClassName.methodName(ParamType1, ParamType2)'.
        """
        sources_dir = os.path.join(output_dir, "sources")
        if not os.path.isdir(sources_dir):
            return {}

        methods = {}
        for root, _dirs, files in os.walk(sources_dir):
            for fname in files:
                if not fname.endswith(".java"):
                    continue
                fpath = os.path.join(root, fname)
                try:
                    with open(fpath, "r", encoding="utf-8", errors="replace") as f:
                        content = f.read()

                    # Derive the fully qualified class name from file path
                    rel_path = os.path.relpath(fpath, sources_dir)
                    class_fqn = rel_path.replace(os.sep, ".").replace("/", ".")
                    if class_fqn.endswith(".java"):
                        class_fqn = class_fqn[:-5]

                    file_methods = self._extract_methods_from_java(
                        content, class_fqn
                    )
                    methods.update(file_methods)

                except Exception:
                    continue

        return methods

    def _extract_methods_from_java(
        self, source: str, class_fqn: str
    ) -> Dict[str, str]:
        """Extract individual methods from a Java source file.

        Uses brace-depth tracking to find method boundaries.
        """
        methods = {}
        lines = source.split("\n")
        i = 0

        while i < len(lines):
            line = lines[i]
            match = self._is_method_declaration(line)
            if match:
                method_name, param_types = match
                # Track brace depth to find method end
                start_line = i
                brace_depth = 0
                found_open = False

                for j in range(i, len(lines)):
                    for ch in lines[j]:
                        if ch == "{":
                            brace_depth += 1
                            found_open = True
                        elif ch == "}":
                            brace_depth -= 1

                    if found_open and brace_depth == 0:
                        method_body = "\n".join(lines[start_line : j + 1])
                        key = f"{class_fqn}.{method_name}({param_types})"
                        methods[key] = method_body
                        i = j + 1
                        break
                else:
                    i += 1
            else:
                i += 1

        return methods

    # Regex for method declarations (not constructors, not class/interface decl)
    _METHOD_DECL_RE = re.compile(
        r"^\s*(?:(?:public|private|protected|static|final|synchronized|"
        r"native|abstract|strictfp)\s+)*"
        r"(?:[\w<>\[\]?.]+\s+)"  # return type
        r"(\w+)"  # method name
        r"\s*\(([^)]*)\)"  # parameters
        r"(?:\s*throws\s+[\w.,\s]+)?"
        r"\s*\{"
    )

    def _is_method_declaration(self, line: str) -> Optional[tuple]:
        """Check if a line is a method declaration.

        Returns (method_name, param_types_str) or None.
        """
        m = self._METHOD_DECL_RE.match(line)
        if not m:
            return None

        method_name = m.group(1)
        params_raw = m.group(2).strip()

        # Skip class-level blocks
        if method_name in ("if", "for", "while", "switch", "try", "catch"):
            return None

        # Extract just the type names from parameters
        if not params_raw:
            return (method_name, "")

        param_types = []
        for param in params_raw.split(","):
            param = param.strip()
            if not param:
                continue
            parts = param.split()
            # Last non-annotation token before the variable name is the type
            # Simple heuristic: type is second-to-last, name is last
            if len(parts) >= 2:
                param_types.append(parts[-2])
            elif len(parts) == 1:
                param_types.append(parts[0])

        return (method_name, ", ".join(param_types))