James Sharpnack

50 papers A* 8A 9Misc 1Journal 24Unranked 7
YearRankTypeTitle / Venue / Authors
2024 J jnl
CoRR
Yong-Siang Shih, Zach Zhao, Chenhao Niu, Bruce Iberg, James Sharpnack, Mirza Basim Baig
2024 J jnl
CoRR
James Sharpnack, Phoebe Mulcaire, Klinton Bicknell, Geoffrey T. LaFlair, Kevin P. Yancey
2024 J jnl
CoRR
James Sharpnack, Kevin Hao, Phoebe Mulcaire, Klinton Bicknell, Geoffrey T. LaFlair, Kevin P. Yancey, Alina A. von Davier
2024 conf
EMNLP (Industry Track)
Chenhao Niu, Kevin P. Yancey, Ruidong Liu, Mirza Basim Baig, André Horie, James Sharpnack
2024 J jnl
CoRR
Xiawei Wang, James Sharpnack, Thomas C. M. Lee
2023 J jnl
IEEE Trans. Inf. Theory
James Sharpnack
2023 A* conf
ICML
Saurabh Garg, Nick Erickson, James Sharpnack, Alex Smola, Sivaraman Balakrishnan, Zachary Chase Lipton
2023 J jnl
CoRR
Saurabh Garg, Nick Erickson, James Sharpnack, Alex Smola, Sivaraman Balakrishnan, Zachary C. Lipton
2022 A conf
AISTATS
Stephen Sheng, Keerthi Vasan G. C, Chi Po P. Choi, James Sharpnack, Tucker Jones
2022 A* conf
KDD
Nick Erickson, Xingjian Shi, James Sharpnack, Alexander J. Smola
2022 A conf
AISTATS
Qin Ding, Cho-Jui Hsieh, James Sharpnack
2022 A* conf
NeurIPS
Qin Ding, Yue Kang, Yi-Wei Liu, Thomas Chun Man Lee, Cho-Jui Hsieh, James Sharpnack
2021 A conf
AISTATS
Qin Ding, Cho-Jui Hsieh, James Sharpnack
2021 J jnl
CoRR
Qin Ding, Cho-Jui Hsieh, James Sharpnack
2021 J jnl
CoRR
Qin Ding, Yi-Wei Liu, Cho-Jui Hsieh, James Sharpnack
2020 J jnl
CoRR
Qin Ding, Cho-Jui Hsieh, James Sharpnack
2020 A conf
AISTATS
Liwei Wu, Hsiang-Fu Yu, Nikhil Rao, James Sharpnack, Cho-Jui Hsieh
2020 J jnl
CoRR
Qin Ding, Cho-Jui Hsieh, James Sharpnack
2020 A conf
RecSys
Liwei Wu, Shuqing Li, Cho-Jui Hsieh, James Sharpnack
2019 A* conf
KDD
Kirill Paramonov, Dmitry Shemetov, James Sharpnack
2019 J jnl
CoRR
Liwei Wu, Hsiang-Fu Yu, Nikhil Rao, James Sharpnack, Cho-Jui Hsieh
2019 J jnl
CoRR
Liwei Wu, Shuqing Li, Cho-Jui Hsieh, James Sharpnack
2019 J jnl
CoRR
Liwei Wu, Shuqing Li, Cho-Jui Hsieh, James Sharpnack
2019 J jnl
CoRR
Weitang Liu, Lifeng Wei, James Sharpnack, John D. Owens
2018 J jnl
CoRR
Shitong Wei, Oscar Hernan Madrid Padilla, James Sharpnack
2018 A* conf
COLT
James Sharpnack
2018 J jnl
CoRR
James Sharpnack
2018 A* conf
ICML
Liwei Wu, Cho-Jui Hsieh, James Sharpnack
2018 J jnl
CoRR
Liwei Wu, Cho-Jui Hsieh, James Sharpnack
2017 conf
NIPS
Kevin Lin, James Sharpnack, Alessandro Rinaldo, Ryan J. Tibshirani
2017 conf
NIPS
Veeranjaneyulu Sadhanala, Yu-Xiang Wang, James Sharpnack, Ryan J. Tibshirani
2017 A* conf
KDD
Liwei Wu, Cho-Jui Hsieh, James Sharpnack
2017 J jnl
J. Mach. Learn. Res.
Oscar Hernan Madrid Padilla, James Sharpnack, James G. Scott, Ryan J. Tibshirani
2016 J jnl
IEEE Trans. Signal Process.
James Sharpnack, Alessandro Rinaldo, Aarti Singh
2016 J jnl
J. Mach. Learn. Res.
Yu-Xiang Wang, James Sharpnack, Alexander J. Smola, Ryan J. Tibshirani
2015 A conf
AISTATS
Yu-Xiang Wang, James Sharpnack, Alexander J. Smola, Ryan J. Tibshirani
2014 J jnl
CoRR
Yu-Xiang Wang, James Sharpnack, Alexander J. Smola, Ryan J. Tibshirani
2013 conf
GlobalSIP
James Sharpnack
2013 A conf
AISTATS
James Sharpnack, Aarti Singh, Alessandro Rinaldo
2013 A conf
AISTATS
James Sharpnack, Aarti Singh, Akshay Krishnamurthy
2013
James Sharpnack
2013 conf
NIPS
James Sharpnack, Akshay Krishnamurthy, Aarti Singh
2013 conf
GlobalSIP
James Sharpnack, Aarti Singh
2013 J jnl
CoRR
Akshay Krishnamurthy, James Sharpnack, Aarti Singh
2013 Misc conf
ACSSC
Akshay Krishnamurthy, James Sharpnack, Aarti Singh
2012 J jnl
CoRR
James Sharpnack, Alessandro Rinaldo, Aarti Singh
2012 J jnl
CoRR
Akshay Krishnamurthy, James Sharpnack, Aarti Singh
2012 A conf
AISTATS
James Sharpnack, Aarti Singh, Alessandro Rinaldo
2012 A* conf
ICML
Mladen Kolar, James Sharpnack
2010 conf
NIPS
James Sharpnack, Aarti Singh
tests/unit/conftest_binja_stubs.py
← Index tests/unit/conftest_binja_stubs.py python
"""Stubs for binaryninja module so decompiler unit tests can import
without a Binary Ninja license."""

import sys
from unittest.mock import MagicMock
from enum import IntEnum


# Stub binaryninja.enums
class BranchType(IntEnum):
    UnconditionalBranch = 0
    FalseBranch = 1
    TrueBranch = 2
    CallDestination = 3
    FunctionReturn = 4
    SystemCall = 5
    IndirectBranch = 6
    ExceptionBranch = 7
    UnresolvedBranch = 8
    UserDefinedBranch = 9


class InstructionTextTokenType(IntEnum):
    TextToken = 0
    InstructionToken = 1
    RegisterToken = 2
    IntegerToken = 3
    PossibleAddressToken = 4
    BeginMemoryOperandToken = 10
    EndMemoryOperandToken = 11
    FloatingPointToken = 12
    AnnotationToken = 13
    CodeRelativeAddressToken = 14
    ArgumentNameToken = 15
    HexDumpByteValueToken = 16
    HexDumpSkippedByteToken = 17
    HexDumpInvalidByteToken = 18
    HexDumpTextToken = 19
    OpcodeToken = 20
    StringToken = 21
    CharacterConstantToken = 22
    KeywordToken = 23
    TypeNameToken = 24
    FieldNameToken = 25
    NameSpaceToken = 26
    NameSpaceSeparatorToken = 27
    TagToken = 28
    StructOffsetToken = 29
    StructOffsetByteValueToken = 30
    StructureHexDumpTextToken = 31
    GotoLabelToken = 32
    CommentToken = 33
    PossibleValueToken = 34
    PossibleValueTypeToken = 35
    ArrayIndexToken = 36
    IndentationToken = 37
    UnknownMemoryToken = 38
    EnumerationMemberToken = 39
    OperationToken = 40
    BaseStructureOffsetToken = 41
    BaseStructureSeparatorToken = 42
    BraceToken = 43
    PlainTextToken = 44
    CollapsedInformationToken = 45


class SymbolType(IntEnum):
    FunctionSymbol = 0
    ImportAddressSymbol = 1
    ImportedFunctionSymbol = 2
    DataSymbol = 3
    ImportedDataSymbol = 4
    ExternalSymbol = 5
    LibraryFunctionSymbol = 6
    SymbolicFunctionSymbol = 7
    LocalLabelSymbol = 8


class HighLevelILOperation(IntEnum):
    HLIL_NOP = 0
    HLIL_ADD = 1
    HLIL_SUB = 2
    HLIL_MUL = 3
    HLIL_DIVS = 4
    HLIL_NEG = 5
    HLIL_NOT = 6
    HLIL_AND = 7
    HLIL_OR = 8
    HLIL_XOR = 9
    HLIL_LSR = 10
    HLIL_LSL = 11
    HLIL_MODS = 12
    HLIL_IF = 13
    HLIL_GOTO = 14
    HLIL_RET = 15
    HLIL_ASSIGN = 16
    HLIL_CALL = 17
    HLIL_VAR = 18
    HLIL_CONST = 19
    HLIL_BLOCK = 20


class LowLevelILOperation(IntEnum):
    LLIL_NOP = 0
    LLIL_SET_REG = 1
    LLIL_SET_REG_SPLIT = 2
    LLIL_SET_FLAG = 3
    LLIL_LOAD = 4
    LLIL_STORE = 5
    LLIL_PUSH = 6
    LLIL_POP = 7
    LLIL_REG = 8
    LLIL_CONST = 9
    LLIL_CONST_PTR = 10
    LLIL_FLAG = 11
    LLIL_FLAG_BIT = 12
    LLIL_ADD = 13
    LLIL_ADC = 14
    LLIL_SUB = 15
    LLIL_SBB = 16
    LLIL_AND = 17
    LLIL_OR = 18
    LLIL_XOR = 19
    LLIL_LSL = 20
    LLIL_LSR = 21
    LLIL_ASR = 22
    LLIL_ROL = 23
    LLIL_RLC = 24
    LLIL_ROR = 25
    LLIL_RRC = 26
    LLIL_MUL = 27
    LLIL_MULU_DP = 28
    LLIL_MULS_DP = 29
    LLIL_DIVU = 30
    LLIL_DIVU_DP = 31
    LLIL_DIVS = 32
    LLIL_DIVS_DP = 33
    LLIL_MODU = 34
    LLIL_MODS = 35
    LLIL_NEG = 36
    LLIL_NOT = 37
    LLIL_SX = 38
    LLIL_ZX = 39
    LLIL_LOW_PART = 40
    LLIL_JUMP = 41
    LLIL_JUMP_TO = 42
    LLIL_CALL = 43
    LLIL_CALL_SSA = 44
    LLIL_RET = 45
    LLIL_NORET = 46
    LLIL_IF = 47
    LLIL_GOTO = 48
    LLIL_FLAG_COND = 49
    LLIL_CMP_E = 50
    LLIL_CMP_NE = 51
    LLIL_CMP_SLT = 52
    LLIL_CMP_ULT = 53
    LLIL_CMP_SLE = 54
    LLIL_CMP_ULE = 55
    LLIL_CMP_SGE = 56
    LLIL_CMP_UGE = 57
    LLIL_CMP_SGT = 58
    LLIL_CMP_UGT = 59
    LLIL_TEST_BIT = 60
    LLIL_BOOL_TO_INT = 61
    LLIL_TAILCALL = 62
    LLIL_SYSCALL = 63
    LLIL_BP = 64
    LLIL_TRAP = 65
    LLIL_UNDEF = 66
    LLIL_UNIMPL = 67
    LLIL_UNIMPL_MEM = 68


class AnalysisState(IntEnum):
    IdleState = 0
    DisassembleState = 1
    AnalyzeState = 2


def install_binja_stubs():
    """Install binaryninja module stubs into sys.modules.
    Call this BEFORE importing any decompiler modules.
    Idempotent — returns the existing mock if already installed.
    """
    if "binaryninja" in sys.modules and not isinstance(sys.modules["binaryninja"], MagicMock):
        return sys.modules["binaryninja"]
    if "binaryninja" in sys.modules and hasattr(sys.modules["binaryninja"], "_redb_stub"):
        return sys.modules["binaryninja"]

    # Create the main mock
    bn_mock = MagicMock()
    bn_mock._redb_stub = True

    # Wire up enums as real enums (not mocks)
    enums_mod = MagicMock()
    enums_mod.BranchType = BranchType
    enums_mod.InstructionTextTokenType = InstructionTextTokenType
    enums_mod.SymbolType = SymbolType
    enums_mod.HighLevelILOperation = HighLevelILOperation
    enums_mod.LowLevelILOperation = LowLevelILOperation
    enums_mod.AnalysisState = AnalysisState

    bn_mock.enums = enums_mod
    bn_mock.enums.BranchType = BranchType
    bn_mock.enums.InstructionTextTokenType = InstructionTextTokenType
    bn_mock.enums.SymbolType = SymbolType
    bn_mock.enums.HighLevelILOperation = HighLevelILOperation
    bn_mock.enums.LowLevelILOperation = LowLevelILOperation
    bn_mock.enums.AnalysisState = AnalysisState

    # LowLevelILOperation on the top-level module
    bn_mock.LowLevelILOperation = LowLevelILOperation
    bn_mock.LowLevelILInstruction = MagicMock

    # highlevelil sub-module
    hlil_mod = MagicMock()
    hlil_mod.HighLevelILInstruction = type("HighLevelILInstruction", (), {})
    bn_mock.highlevelil = hlil_mod

    # lowlevelil sub-module
    llil_mod = MagicMock()
    llil_mod.LowLevelILAdd = type("LowLevelILAdd", (), {})
    llil_mod.LowLevelILConst = type("LowLevelILConst", (), {})
    llil_mod.LowLevelILConstPtr = type("LowLevelILConstPtr", (), {})
    llil_mod.LowLevelILLoad = type("LowLevelILLoad", (), {})
    llil_mod.LowLevelILLsl = type("LowLevelILLsl", (), {})
    llil_mod.LowLevelILMul = type("LowLevelILMul", (), {})
    llil_mod.LowLevelILPop = type("LowLevelILPop", (), {})
    llil_mod.LowLevelILPush = type("LowLevelILPush", (), {})
    llil_mod.LowLevelILReg = type("LowLevelILReg", (), {})
    llil_mod.LowLevelILStore = type("LowLevelILStore", (), {})
    llil_mod.LowLevelILSub = type("LowLevelILSub", (), {})
    bn_mock.lowlevelil = llil_mod

    # mediumlevelil sub-module
    mlil_mod = MagicMock()
    mlil_mod.MediumLevelILConst = type("MediumLevelILConst", (), {})
    mlil_mod.MediumLevelILConstPtr = type("MediumLevelILConstPtr", (), {})
    bn_mock.mediumlevelil = mlil_mod

    sys.modules["binaryninja"] = bn_mock
    sys.modules["binaryninja.enums"] = enums_mod
    sys.modules["binaryninja.lowlevelil"] = llil_mod
    sys.modules["binaryninja.highlevelil"] = hlil_mod
    sys.modules["binaryninja.mediumlevelil"] = mlil_mod

    return bn_mock


# ============================================================================
# Mock Factories
# ============================================================================

class MockToken:
    """Mock for instruction text tokens."""
    def __init__(self, text, token_type=None):
        self.text = text
        if token_type is None:
            self.type = InstructionTextTokenType.TextToken
        else:
            self.type = token_type

    def __str__(self):
        return self.text


class MockDisassemblyLine:
    """Mock for a disassembly text line."""
    def __init__(self, tokens=None):
        self.tokens = tokens or []

    def __str__(self):
        return "".join(t.text for t in self.tokens)


class MockEdge:
    """Mock for a basic block edge."""
    def __init__(self, source=None, target=None, edge_type=None):
        self.source = source
        self.target = target
        self.type = edge_type


class MockBasicBlock:
    """Mock for a basic block."""
    def __init__(
        self,
        start=0,
        end=0,
        disassembly_text=None,
        outgoing_edges=None,
        incoming_edges=None,
        dominators=None,
        post_dominators=None,
        dominance_frontier=None,
        dominator_tree_children=None,
        instruction_count=None,
    ):
        self.start = start
        self.end = end
        self.disassembly_text = disassembly_text or []
        self.outgoing_edges = outgoing_edges or []
        self.incoming_edges = incoming_edges or []
        self.dominators = dominators if dominators is not None else [self]
        self.post_dominators = post_dominators if post_dominators is not None else [self]
        self.dominance_frontier = dominance_frontier if dominance_frontier is not None else set()
        self.dominator_tree_children = dominator_tree_children or []
        self.instruction_count = instruction_count if instruction_count is not None else len(self.disassembly_text)

    def __iter__(self):
        return iter(self.disassembly_text)


class MockFunction:
    """Mock for a Binary Ninja function."""
    def __init__(
        self,
        name="sub_1000",
        start=0x1000,
        basic_blocks=None,
        instructions=None,
        hlil=None,
        llil=None,
        mlil=None,
        symbol=None,
        is_thunk=False,
        stack_adjustment=0,
        call_sites=None,
        caller_sites=None,
        low_level_il=None,
    ):
        self.name = name
        self.start = start
        self.basic_blocks = basic_blocks or []
        self._instructions = instructions or []
        self.hlil = hlil
        self.llil = llil
        self.mlil = mlil
        self.symbol = symbol
        self.is_thunk = is_thunk
        self.stack_adjustment = stack_adjustment
        self.call_sites = call_sites or []
        self.caller_sites = caller_sites or []
        self.low_level_il = low_level_il

    @property
    def instructions(self):
        return iter(self._instructions)

    def get_basic_block_at(self, addr):
        for bb in self.basic_blocks:
            if bb.start <= addr < bb.end or bb.start == addr:
                return bb
        return self.basic_blocks[0] if self.basic_blocks else None

    def get_regs_read_by(self, addr, arch):
        return []

    def get_regs_written_by(self, addr, arch):
        return []

    def __str__(self):
        return f"uint64_t {self.name}()"


class MockBinaryView:
    """Mock for a Binary Ninja binary view."""
    def __init__(
        self,
        functions=None,
        strings=None,
        arch=None,
    ):
        self.functions = functions or []
        self.strings = strings or []
        self.arch = arch

    def get_segment_at(self, addr):
        return None

    def get_section_at(self, addr):
        return None

    def get_symbol_at(self, addr):
        return None

    def get_functions_at(self, addr):
        return []

    def get_string_at(self, addr):
        return None

    def get_data_var_at(self, addr):
        return None


class MockSymbol:
    """Mock for a Binary Ninja symbol."""
    def __init__(self, symbol_type=None, name="unknown"):
        self.type = symbol_type if symbol_type is not None else SymbolType.FunctionSymbol
        self.name = name
        self.full_name = name


class MockILInstruction:
    """Mock for an IL instruction (LLIL/HLIL)."""
    def __init__(self, operation, operands=None, address=0):
        self.operation = operation
        self.operands = operands or []
        self.address = address


class MockStringEntry:
    """Mock for a Binary Ninja string reference."""
    def __init__(self, value, raw=None, start=0, length=0, string_type=None):
        self.value = value
        self.raw = raw if raw is not None else value.encode("utf-8") if isinstance(value, str) else value
        self.start = start
        self.length = length if length else len(self.raw)
        self.type = string_type or MockStringType("Utf8String")


class MockStringType:
    """Mock for string type."""
    def __init__(self, name="Utf8String"):
        self.name = name