Continuing test execution in junit4 even when one of the asserts fails

You can do this using an ErrorCollector rule.

To use it, first add the rule as a field in your test class:

public class MyTest {
    @Rule
    public ErrorCollector collector = new ErrorCollector();

    //...tests...
}

Then replace your asserts with calls to collector.checkThat(...).

e.g.

@Test
public void myTest() {
    collector.checkThat("a", equalTo("b"));
    collector.checkThat(1, equalTo(2));
}

I use the ErrorCollector too but also use assertThat and place them in a try catch block.

import static org.junit.Assert.*;
import static org.hamcrest.Matchers.*;

@Rule
public ErrorCollector collector = new ErrorCollector();

@Test
public void calculatedValueShouldEqualExpected() {
    try {
        assertThat(calculatedValue(), is(expected));
    } catch (Throwable t) {
        collector.addError(t);
        // do something
    }
}