diff --git a/libevmcore/Assembly.cpp b/libevmcore/Assembly.cpp
index abe932282..0301c9325 100644
--- a/libevmcore/Assembly.cpp
+++ b/libevmcore/Assembly.cpp
@@ -187,18 +187,7 @@ Assembly& Assembly::optimise(bool _enable)
 {
 	if (!_enable)
 		return *this;
-	std::vector<pair<AssemblyItems, function<AssemblyItems(AssemblyItemsConstRef)>>> rules =
-	{
-		{ { Push, Instruction::POP }, [](AssemblyItemsConstRef) -> AssemblyItems { return {}; } },
-		{ { PushTag, Instruction::POP }, [](AssemblyItemsConstRef) -> AssemblyItems { return {}; } },
-		{ { PushString, Instruction::POP }, [](AssemblyItemsConstRef) -> AssemblyItems { return {}; } },
-		{ { PushSub, Instruction::POP }, [](AssemblyItemsConstRef) -> AssemblyItems { return {}; } },
-		{ { PushSubSize, Instruction::POP }, [](AssemblyItemsConstRef) -> AssemblyItems { return {}; } },
-		{ { PushProgramSize, Instruction::POP }, [](AssemblyItemsConstRef) -> AssemblyItems { return {}; } },
-		{ { Push, PushTag, Instruction::JUMPI }, [](AssemblyItemsConstRef m) -> AssemblyItems { if (m[0].data()) return { m[1], Instruction::JUMP }; else return {}; } },
-		{ { Instruction::ISZERO, Instruction::ISZERO }, [](AssemblyItemsConstRef) -> AssemblyItems { return {}; } },
-	};
-
+	std::vector<pair<AssemblyItems, function<AssemblyItems(AssemblyItemsConstRef)>>> rules;
 	// jump to next instruction
 	rules.push_back({ { PushTag, Instruction::JUMP, Tag }, [](AssemblyItemsConstRef m) -> AssemblyItems { if (m[0].m_data == m[2].m_data) return {m[2]}; else return m.toVector(); }});
 
@@ -235,8 +224,6 @@ Assembly& Assembly::optimise(bool _enable)
 					*orig = move(*moveIter);
 				iter = m_items.erase(orig, iter);
 			}
-			if (iter != m_items.end())
-				++iter;
 		}
 
 		for (unsigned i = 0; i < m_items.size(); ++i)
diff --git a/libevmcore/CommonSubexpressionEliminator.cpp b/libevmcore/CommonSubexpressionEliminator.cpp
index 1d2a71836..cc2fdc8bd 100644
--- a/libevmcore/CommonSubexpressionEliminator.cpp
+++ b/libevmcore/CommonSubexpressionEliminator.cpp
@@ -32,6 +32,8 @@ using namespace dev::eth;
 
 vector<AssemblyItem> CommonSubexpressionEliminator::getOptimizedItems()
 {
+	optimizeBreakingItem();
+
 	map<int, ExpressionClasses::Id> initialStackContents;
 	map<int, ExpressionClasses::Id> targetStackContents;
 	int minHeight = m_stackHeight + 1;
@@ -45,10 +47,13 @@ vector<AssemblyItem> CommonSubexpressionEliminator::getOptimizedItems()
 	// Debug info:
 	//stream(cout, initialStackContents, targetStackContents);
 
-	return CSECodeGenerator(m_expressionClasses, m_storeOperations).generateCode(
+	AssemblyItems items = CSECodeGenerator(m_expressionClasses, m_storeOperations).generateCode(
 		initialStackContents,
 		targetStackContents
 	);
+	if (m_breakingItem)
+		items.push_back(*m_breakingItem);
+	return items;
 }
 
 ostream& CommonSubexpressionEliminator::stream(
@@ -91,12 +96,12 @@ ostream& CommonSubexpressionEliminator::stream(
 	return _out;
 }
 
-void CommonSubexpressionEliminator::feedItem(AssemblyItem const& _item)
+void CommonSubexpressionEliminator::feedItem(AssemblyItem const& _item, bool _copyItem)
 {
 	if (_item.type() != Operation)
 	{
 		assertThrow(_item.deposit() == 1, InvalidDeposit, "");
-		setStackElement(++m_stackHeight, m_expressionClasses.find(_item, {}, false));
+		setStackElement(++m_stackHeight, m_expressionClasses.find(_item, {}, _copyItem));
 	}
 	else
 	{
@@ -126,12 +131,38 @@ void CommonSubexpressionEliminator::feedItem(AssemblyItem const& _item)
 			else if (_item.instruction() == Instruction::MLOAD)
 				setStackElement(m_stackHeight + _item.deposit(), loadFromMemory(arguments[0]));
 			else
-				setStackElement(m_stackHeight + _item.deposit(), m_expressionClasses.find(_item, arguments, false));
+				setStackElement(m_stackHeight + _item.deposit(), m_expressionClasses.find(_item, arguments, _copyItem));
 		}
 		m_stackHeight += _item.deposit();
 	}
 }
 
+void CommonSubexpressionEliminator::optimizeBreakingItem()
+{
+	if (!m_breakingItem || *m_breakingItem != AssemblyItem(Instruction::JUMPI))
+		return;
+
+	using Id = ExpressionClasses::Id;
+	static AssemblyItem s_jump = Instruction::JUMP;
+
+	Id condition = stackElement(m_stackHeight - 1);
+	Id zero = m_expressionClasses.find(u256(0));
+	if (m_expressionClasses.knownToBeDifferent(condition, zero))
+	{
+		feedItem(Instruction::SWAP1, true);
+		feedItem(Instruction::POP, true);
+		m_breakingItem = &s_jump;
+		return;
+	}
+	Id negatedCondition = m_expressionClasses.find(Instruction::ISZERO, {condition});
+	if (m_expressionClasses.knownToBeDifferent(negatedCondition, zero))
+	{
+		feedItem(Instruction::POP, true);
+		feedItem(Instruction::POP, true);
+		m_breakingItem = nullptr;
+	}
+}
+
 void CommonSubexpressionEliminator::setStackElement(int _stackHeight, ExpressionClasses::Id _class)
 {
 	m_stackElements[_stackHeight] = _class;
diff --git a/libevmcore/CommonSubexpressionEliminator.h b/libevmcore/CommonSubexpressionEliminator.h
index 03f8cf987..09368f7d2 100644
--- a/libevmcore/CommonSubexpressionEliminator.h
+++ b/libevmcore/CommonSubexpressionEliminator.h
@@ -88,7 +88,10 @@ public:
 
 private:
 	/// Feeds the item into the system for analysis.
-	void feedItem(AssemblyItem const& _item);
+	void feedItem(AssemblyItem const& _item, bool _copyItem = false);
+
+	/// Tries to optimize the item that breaks the basic block at the end.
+	void optimizeBreakingItem();
 
 	/// Simplifies the given item using
 	/// Assigns a new equivalence class to the next sequence number of the given stack element.
@@ -130,6 +133,10 @@ private:
 	std::vector<StoreOperation> m_storeOperations;
 	/// Structure containing the classes of equivalent expressions.
 	ExpressionClasses m_expressionClasses;
+
+	/// The item that breaks the basic block, can be nullptr.
+	/// It is usually appended to the block but can be optimized in some cases.
+	AssemblyItem const* m_breakingItem = nullptr;
 };
 
 /**
@@ -225,6 +232,8 @@ _AssemblyItemIterator CommonSubexpressionEliminator::feedItems(
 {
 	for (; _iterator != _end && !SemanticInformation::breaksBasicBlock(*_iterator); ++_iterator)
 		feedItem(*_iterator);
+	if (_iterator != _end)
+		m_breakingItem = &(*_iterator++);
 	return _iterator;
 }
 
diff --git a/test/SolidityOptimizer.cpp b/test/SolidityOptimizer.cpp
index cf35536e6..e69d5120e 100644
--- a/test/SolidityOptimizer.cpp
+++ b/test/SolidityOptimizer.cpp
@@ -536,6 +536,38 @@ BOOST_AUTO_TEST_CASE(cse_deep_stack)
 	});
 }
 
+BOOST_AUTO_TEST_CASE(cse_jumpi_no_jump)
+{
+	AssemblyItems input{
+		u256(0),
+		u256(1),
+		Instruction::DUP2,
+		AssemblyItem(PushTag, 1),
+		Instruction::JUMPI
+	};
+	checkCSE(input, {
+		u256(0),
+		u256(1)
+	});
+}
+
+BOOST_AUTO_TEST_CASE(cse_jumpi_jump)
+{
+	AssemblyItems input{
+		u256(1),
+		u256(1),
+		Instruction::DUP2,
+		AssemblyItem(PushTag, 1),
+		Instruction::JUMPI
+	};
+	checkCSE(input, {
+		u256(1),
+		Instruction::DUP1,
+		AssemblyItem(PushTag, 1),
+		Instruction::JUMP
+	});
+}
+
 BOOST_AUTO_TEST_SUITE_END()
 
 }