Xiangru Lian

33 papers A* 8A 2Journal 17Unranked 6
YearRankTypeTitle / Venue / Authors
2022 J jnl
CoRR
Zhenyu Hu, Zhenyu Wu, Pengcheng Pi, Yunhe Xue, Jiayi Shen, Jianchao Tan, Xiangru Lian, Zhangyang Wang, Ji Liu
2022 A* conf
KDD
Xiangru Lian, Binhang Yuan, Xuefeng Zhu, Yulong Wang, Yongjun He, Honghuan Wu, Lei Sun, Haodong Lyu, Chengjun Liu, Xing Dong, Yiqiao Liao, Mingnan Luo, Congfei Zhang, Jingru Xie, Haonan Li, Lei Chen, Renjie Huang, Jianying Lin, Chengchun Shu, Xuezhong Qiu, Zhishan Liu, Dongying Kong, Lei Yuan, Hai Yu, Sen Yang, Ce Zhang, Ji Liu
2021 A* conf
ICML
Hanlin Tang, Shaoduo Gan, Ammar Ahmad Awan, Samyam Rajbhandari, Conglong Li, Xiangru Lian, Ji Liu, Ce Zhang, Yuxiong He
2021 J jnl
CoRR
Hanlin Tang, Shaoduo Gan, Ammar Ahmad Awan, Samyam Rajbhandari, Conglong Li, Xiangru Lian, Ji Liu, Ce Zhang, Yuxiong He
2021 J jnl
CoRR
Shaoduo Gan, Xiangru Lian, Rui Wang, Jianbin Chang, Chengjun Liu, Hongmei Shi, Shengzhuo Zhang, Xianghong Li, Tengxu Sun, Jiawei Jiang, Binhang Yuan, Sen Yang, Ji Liu, Ce Zhang
2021 J jnl
Proc. VLDB Endow.
Shaoduo Gan, Xiangru Lian, Rui Wang, Jianbin Chang, Chengjun Liu, Hongmei Shi, Shengzhuo Zhang, Xianghong Li, Tengxu Sun, Jiawei Jiang, Binhang Yuan, Sen Yang, Ji Liu, Ce Zhang
2021 A* conf
ICML
Daochen Zha, Jingru Xie, Wenye Ma, Sheng Zhang, Xiangru Lian, Xia Hu, Ji Liu
2021 J jnl
CoRR
Daochen Zha, Jingru Xie, Wenye Ma, Sheng Zhang, Xiangru Lian, Xia Hu, Ji Liu
2021 conf
CVPR Workshops
Zhenyu Hu, Pengcheng Pi, Zhenyu Wu, Yunhe Xue, Jiayi Shen, Jianchao Tan, Xiangru Lian, Zhangyang Wang, Ji Liu
2021 J jnl
CoRR
Xiangru Lian, Binhang Yuan, Xuefeng Zhu, Yulong Wang, Yongjun He, Honghuan Wu, Lei Sun, Haodong Lyu, Chengjun Liu, Xing Dong, Yiqiao Liao, Mingnan Luo, Congfei Zhang, Jingru Xie, Haonan Li, Lei Chen, Renjie Huang, Jianying Lin, Chengchun Shu, Xuezhong Qiu, Zhishan Liu, Dongying Kong, Lei Yuan, Hai Yu, Sen Yang, Ce Zhang, Ji Liu
2021 conf
AICAS
Xiao Hu, Ming-Ching Chang, Yuwei Chen, Rahul Sridhar, Zhenyu Hu, Yunhe Xue, Zhenyu Wu, Pengcheng Pi, Jiayi Shen, Jianchao Tan, Xiangru Lian, Ji Liu, Zhangyang Wang, Chia-Hsiang Liu, Yu-Shin Han, Yuan-Yao Sung, Yi Lee, Kai-Chiang Wu, Wei-Xiang Guo, Rick Lee, Shengwen Liang, Zerun Wang, Guiguang Ding, Gang Zhang, Teng Xi, Yubei Chen, Han Cai, Ligeng Zhu, Zhekai Zhang, Song Han, Seonghwan Jeong, YoungMin Kwon, Tianzhe Wang, Jeffery Pan
2020 J jnl
CoRR
Hanlin Tang, Shaoduo Gan, Samyam Rajbhandari, Xiangru Lian, Ji Liu, Yuxiong He, Ce Zhang
2020 J jnl
CoRR
Huizhuo Yuan, Xiangru Lian, Ji Liu, Yuren Zhou
2019 J jnl
CoRR
Hanlin Tang, Xiangru Lian, Shuang Qiu, Lei Yuan, Ce Zhang, Tong Zhang, Ji Liu
2019 J jnl
CoRR
Hanlin Tang, Xiangru Lian, Tong Zhang, Ji Liu
2019 A* conf
ICML
Hanlin Tang, Chen Yu, Xiangru Lian, Tong Zhang, Ji Liu
2019 A* conf
NeurIPS
Huizhuo Yuan, Xiangru Lian, Chris Junchi Li, Ji Liu, Wenqing Hu
2019 A conf
AISTATS
Xiangru Lian, Ji Liu
2019 J jnl
CoRR
Huizhuo Yuan, Xiangru Lian, Ji Liu
2018 A* conf
ICML
Xiangru Lian, Wei Zhang, Ce Zhang, Ji Liu
2018 A* conf
ICML
Hanlin Tang, Xiangru Lian, Ming Yan, Ce Zhang, Ji Liu
2018 J jnl
CoRR
Hanlin Tang, Xiangru Lian, Ming Yan, Ce Zhang, Ji Liu
2018 J jnl
CoRR
Xiangru Lian, Ji Liu
2017 J jnl
CoRR
Xiangru Lian, Wei Zhang, Ce Zhang, Ji Liu
2017 conf
NIPS
Xiangru Lian, Ce Zhang, Huan Zhang, Cho-Jui Hsieh, Wei Zhang, Ji Liu
2017 J jnl
CoRR
Xiangru Lian, Ce Zhang, Huan Zhang, Cho-Jui Hsieh, Wei Zhang, Ji Liu
2017 A conf
AISTATS
Xiangru Lian, Mengdi Wang, Ji Liu
2016 conf
NIPS
Xiangru Lian, Huan Zhang, Cho-Jui Hsieh, Yijun Huang, Ji Liu
2016 conf
NIPS
Yang You, Xiangru Lian, Ji Liu, Hsiang-Fu Yu, Inderjit S. Dhillon, James Demmel, Cho-Jui Hsieh
2016 A* conf
IJCAI
Wei Zhang, Suyog Gupta, Xiangru Lian, Ji Liu
2015 conf
NIPS
Xiangru Lian, Yijun Huang, Yuncheng Li, Ji Liu
2015 J jnl
CoRR
Xiangru Lian, Yijun Huang, Yuncheng Li, Ji Liu
2015 J jnl
CoRR
Wei Zhang, Suyog Gupta, Xiangru Lian, Ji Liu
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))