diff --git a/association.go b/association.go
index f65e77c2..9405d962 100644
--- a/association.go
+++ b/association.go
@@ -179,69 +179,71 @@ func (association *Association) Replace(values ...interface{}) error {
 func (association *Association) Delete(values ...interface{}) error {
 	if association.Error == nil {
 		var (
-			reflectValue     = association.DB.Statement.ReflectValue
-			rel              = association.Relationship
-			tx               = association.DB
-			relFields        []*schema.Field
-			foreignKeyFields []*schema.Field
-			foreignKeys      []string
-			updateAttrs      = map[string]interface{}{}
+			reflectValue                 = association.DB.Statement.ReflectValue
+			rel                          = association.Relationship
+			tx                           = association.DB
+			primaryFields, foreignFields []*schema.Field
+			foreignKeys                  []string
+			updateAttrs                  = map[string]interface{}{}
 		)
 
 		for _, ref := range rel.References {
 			if ref.PrimaryValue == "" {
-				if rel.JoinTable == nil || !ref.OwnPrimaryKey {
-					if ref.OwnPrimaryKey {
-						relFields = append(relFields, ref.ForeignKey)
-					} else {
-						relFields = append(relFields, ref.PrimaryKey)
-						foreignKeyFields = append(foreignKeyFields, ref.ForeignKey)
-					}
-
-					foreignKeys = append(foreignKeys, ref.ForeignKey.DBName)
-					updateAttrs[ref.ForeignKey.DBName] = nil
-				}
+				primaryFields = append(primaryFields, ref.PrimaryKey)
+				foreignFields = append(foreignFields, ref.ForeignKey)
+				foreignKeys = append(foreignKeys, ref.ForeignKey.DBName)
+				updateAttrs[ref.ForeignKey.DBName] = nil
 			}
 		}
 
-		relValuesMap, relQueryValues := schema.GetIdentityFieldValuesMapFromValues(values, relFields)
-		column, values := schema.ToQueryValues(foreignKeys, relQueryValues)
-		tx = tx.Session(&Session{}).Where(clause.IN{Column: column, Values: values})
-
 		switch rel.Type {
 		case schema.HasOne, schema.HasMany:
-			modelValue := reflect.New(rel.FieldSchema.ModelType).Interface()
-			conds := rel.ToQueryConditions(reflectValue)
-			tx.Model(modelValue).Clauses(clause.Where{Exprs: conds}).UpdateColumns(updateAttrs)
-		case schema.BelongsTo:
-			primaryKeys := []string{}
-			for _, field := range rel.Schema.PrimaryFields {
-				primaryKeys = append(primaryKeys, field.DBName)
-			}
-			_, queryValues := schema.GetIdentityFieldValuesMap(reflectValue, rel.Schema.PrimaryFields)
-			if column, values := schema.ToQueryValues(primaryKeys, queryValues); len(values) > 0 {
-				tx.Where(clause.IN{Column: column, Values: values})
-			}
+			var (
+				modelValue        = reflect.New(rel.FieldSchema.ModelType).Interface()
+				_, queryValues    = schema.GetIdentityFieldValuesMap(reflectValue, primaryFields)
+				_, relQueryValues = schema.GetIdentityFieldValuesMapFromValues(values, rel.FieldSchema.PrimaryFields)
+			)
 
-			modelValue := reflect.New(rel.Schema.ModelType).Interface()
-			tx.Model(modelValue).UpdateColumns(updateAttrs)
+			column, values := schema.ToQueryValues(foreignKeys, queryValues)
+			relColumn, relValues := schema.ToQueryValues(rel.FieldSchema.PrimaryFieldDBNames, relQueryValues)
+
+			tx.Session(&Session{}).Model(modelValue).Clauses(
+				clause.IN{Column: column, Values: values},
+				clause.IN{Column: relColumn, Values: relValues},
+			).UpdateColumns(updateAttrs)
+		case schema.BelongsTo:
+			var (
+				modelValue        = reflect.New(rel.Schema.ModelType).Interface()
+				_, queryValues    = schema.GetIdentityFieldValuesMap(reflectValue, rel.Schema.PrimaryFields)
+				_, relQueryValues = schema.GetIdentityFieldValuesMapFromValues(values, primaryFields)
+			)
+
+			column, values := schema.ToQueryValues(rel.Schema.PrimaryFieldDBNames, queryValues)
+			relColumn, relValues := schema.ToQueryValues(foreignKeys, relQueryValues)
+
+			tx.Session(&Session{}).Model(modelValue).Clauses(
+				clause.IN{Column: column, Values: values},
+				clause.IN{Column: relColumn, Values: relValues},
+			).UpdateColumns(updateAttrs)
 		case schema.Many2Many:
 			modelValue := reflect.New(rel.JoinTable.ModelType).Interface()
 			conds := rel.ToQueryConditions(reflectValue)
 			tx.Clauses(clause.Where{Exprs: conds}).Delete(modelValue)
 		}
 
+		relValuesMap, _ := schema.GetIdentityFieldValuesMapFromValues(values, rel.FieldSchema.PrimaryFields)
+
 		if tx.Error == nil {
 			cleanUpDeletedRelations := func(data reflect.Value) {
 				if _, zero := rel.Field.ValueOf(data); !zero {
 					fieldValue := reflect.Indirect(rel.Field.ReflectValueOf(data))
 
-					fieldValues := make([]interface{}, len(relFields))
+					fieldValues := make([]interface{}, len(rel.FieldSchema.PrimaryFields))
 					switch fieldValue.Kind() {
 					case reflect.Slice, reflect.Array:
 						validFieldValues := reflect.Zero(rel.Field.FieldType)
 						for i := 0; i < fieldValue.Len(); i++ {
-							for idx, field := range relFields {
+							for idx, field := range rel.FieldSchema.PrimaryFields {
 								fieldValues[idx], _ = field.ValueOf(fieldValue.Index(i))
 							}
 
@@ -252,13 +254,18 @@ func (association *Association) Delete(values ...interface{}) error {
 
 						rel.Field.Set(data, validFieldValues.Interface())
 					case reflect.Struct:
-						for idx, field := range relFields {
+						for idx, field := range rel.FieldSchema.PrimaryFields {
 							fieldValues[idx], _ = field.ValueOf(fieldValue)
 						}
 						if _, ok := relValuesMap[utils.ToStringKey(fieldValues...)]; ok {
 							rel.Field.Set(data, reflect.Zero(rel.FieldSchema.ModelType).Interface())
-							for _, field := range foreignKeyFields {
-								field.Set(data, reflect.Zero(field.FieldType).Interface())
+							for _, ref := range rel.References {
+								if ref.OwnPrimaryKey {
+									ref.ForeignKey.Set(fieldValue, reflect.Zero(ref.ForeignKey.FieldType).Interface())
+								} else if ref.PrimaryValue == "" {
+									// FIXME
+									ref.ForeignKey.Set(data, reflect.Zero(ref.ForeignKey.FieldType).Interface())
+								}
 							}
 						}
 					}
@@ -337,9 +344,9 @@ func (association *Association) saveAssociation(clear bool, values ...interface{
 			}
 		case schema.HasMany, schema.Many2Many:
 			elemType := association.Relationship.Field.IndirectFieldType.Elem()
-			fieldValue := reflect.Indirect(association.Relationship.Field.ReflectValueOf(reflectValue))
+			fieldValue := reflect.Indirect(association.Relationship.Field.ReflectValueOf(source))
 			if clear {
-				fieldValue = reflect.New(association.Relationship.Field.IndirectFieldType)
+				fieldValue = reflect.New(association.Relationship.Field.IndirectFieldType).Elem()
 			}
 
 			appendToFieldValues := func(ev reflect.Value) {
@@ -355,14 +362,14 @@ func (association *Association) saveAssociation(clear bool, values ...interface{
 			switch rv.Kind() {
 			case reflect.Slice, reflect.Array:
 				for i := 0; i < rv.Len(); i++ {
-					appendToFieldValues(reflect.Indirect(rv.Index(i)))
+					appendToFieldValues(reflect.Indirect(rv.Index(i)).Addr())
 				}
 			case reflect.Struct:
-				appendToFieldValues(rv)
+				appendToFieldValues(rv.Addr())
 			}
 
 			if association.Error == nil {
-				association.Error = association.Relationship.Field.Set(source, fieldValue.Addr().Interface())
+				association.Error = association.Relationship.Field.Set(source, fieldValue.Interface())
 			}
 		}
 	}
diff --git a/schema/schema.go b/schema/schema.go
index caae55ac..e66084a3 100644
--- a/schema/schema.go
+++ b/schema/schema.go
@@ -22,6 +22,7 @@ type Schema struct {
 	PrioritizedPrimaryField   *Field
 	DBNames                   []string
 	PrimaryFields             []*Field
+	PrimaryFieldDBNames       []string
 	Fields                    []*Field
 	FieldsByName              map[string]*Field
 	FieldsByDBName            map[string]*Field
@@ -165,6 +166,10 @@ func Parse(dest interface{}, cacheStore *sync.Map, namer Namer) (*Schema, error)
 		}
 	}
 
+	for _, field := range schema.PrimaryFields {
+		schema.PrimaryFieldDBNames = append(schema.PrimaryFieldDBNames, field.DBName)
+	}
+
 	schema.FieldsWithDefaultDBValue = map[string]*Field{}
 	for db, field := range schema.FieldsByDBName {
 		if field.HasDefaultValue && field.DefaultValueInterface == nil {
diff --git a/tests/associations_test.go b/tests/associations_test.go
index 2b81a719..08733005 100644
--- a/tests/associations_test.go
+++ b/tests/associations_test.go
@@ -467,3 +467,152 @@ func TestPolymorphicHasOneAssociationForSlice(t *testing.T) {
 	DB.Model(&pets).Association("Toy").Clear()
 	AssertAssociationCount(t, pets, "Toy", 0, "After Clear")
 }
+
+func TestHasManyAssociation(t *testing.T) {
+	var user = *GetUser("hasmany", Config{Pets: 2})
+
+	if err := DB.Create(&user).Error; err != nil {
+		t.Fatalf("errors happened when create: %v", err)
+	}
+
+	CheckUser(t, user, user)
+
+	// Find
+	var user2 User
+	DB.Find(&user2, "id = ?", user.ID)
+	DB.Model(&user2).Association("Pets").Find(&user2.Pets)
+	CheckUser(t, user2, user)
+
+	// Count
+	AssertAssociationCount(t, user, "Pets", 2, "")
+
+	// Append
+	var pet = Pet{Name: "pet-has-many-append"}
+
+	if err := DB.Model(&user2).Association("Pets").Append(&pet); err != nil {
+		t.Fatalf("Error happened when append account, got %v", err)
+	}
+
+	if pet.ID == 0 {
+		t.Fatalf("Pet's ID should be created")
+	}
+
+	user.Pets = append(user.Pets, &pet)
+	CheckUser(t, user2, user)
+
+	AssertAssociationCount(t, user, "Pets", 3, "AfterAppend")
+
+	var pets = []Pet{{Name: "pet-has-many-append-1-1"}, {Name: "pet-has-many-append-1-1"}}
+
+	if err := DB.Model(&user2).Association("Pets").Append(&pets); err != nil {
+		t.Fatalf("Error happened when append pet, got %v", err)
+	}
+
+	for _, pet := range pets {
+		var pet = pet
+		if pet.ID == 0 {
+			t.Fatalf("Pet's ID should be created")
+		}
+
+		user.Pets = append(user.Pets, &pet)
+	}
+
+	CheckUser(t, user2, user)
+
+	AssertAssociationCount(t, user, "Pets", 5, "AfterAppendSlice")
+
+	// Replace
+	var pet2 = Pet{Name: "pet-has-many-replace"}
+
+	if err := DB.Model(&user2).Association("Pets").Replace(&pet2); err != nil {
+		t.Fatalf("Error happened when append pet, got %v", err)
+	}
+
+	if pet2.ID == 0 {
+		t.Fatalf("pet2's ID should be created")
+	}
+
+	user.Pets = []*Pet{&pet2}
+	CheckUser(t, user2, user)
+
+	AssertAssociationCount(t, user2, "Pets", 1, "AfterReplace")
+
+	// Delete
+	if err := DB.Model(&user2).Association("Pets").Delete(&Pet{}); err != nil {
+		t.Fatalf("Error happened when delete pet, got %v", err)
+	}
+	AssertAssociationCount(t, user2, "Pets", 1, "after delete non-existing data")
+
+	if err := DB.Model(&user2).Association("Pets").Delete(&pet2); err != nil {
+		t.Fatalf("Error happened when delete Pets, got %v", err)
+	}
+	AssertAssociationCount(t, user2, "Pets", 0, "after delete")
+
+	// Prepare Data for Clear
+	if err := DB.Model(&user2).Association("Pets").Append(&pet); err != nil {
+		t.Fatalf("Error happened when append Pets, got %v", err)
+	}
+
+	AssertAssociationCount(t, user2, "Pets", 1, "after prepare data")
+
+	// Clear
+	if err := DB.Model(&user2).Association("Pets").Clear(); err != nil {
+		t.Errorf("Error happened when clear Pets, got %v", err)
+	}
+
+	AssertAssociationCount(t, user2, "Pets", 0, "after clear")
+}
+
+func TestHasManyAssociationForSlice(t *testing.T) {
+	var users = []User{
+		*GetUser("slice-hasmany-1", Config{Pets: 2}),
+		*GetUser("slice-hasmany-2", Config{Pets: 0}),
+		*GetUser("slice-hasmany-3", Config{Pets: 4}),
+	}
+
+	DB.Create(&users)
+
+	// Count
+	AssertAssociationCount(t, users, "Pets", 6, "")
+
+	// Find
+	var pets []Pet
+	if DB.Model(&users).Association("Pets").Find(&pets); len(pets) != 6 {
+		t.Errorf("pets count should be %v, but got %v", 6, len(pets))
+	}
+
+	// Append
+	DB.Model(&users).Association("Pets").Append(
+		&Pet{Name: "pet-slice-append-1"},
+		[]*Pet{{Name: "pet-slice-append-2-1"}, {Name: "pet-slice-append-2-2"}},
+		&Pet{Name: "pet-slice-append-3"},
+	)
+
+	AssertAssociationCount(t, users, "Pets", 10, "After Append")
+
+	// Replace -> same as append
+	DB.Model(&users).Association("Pets").Replace(
+		[]*Pet{{Name: "pet-slice-replace-1-1"}, {Name: "pet-slice-replace-1-2"}},
+		[]*Pet{{Name: "pet-slice-replace-2-1"}, {Name: "pet-slice-replace-2-2"}},
+		&Pet{Name: "pet-slice-replace-3"},
+	)
+
+	AssertAssociationCount(t, users, "Pets", 5, "After Append")
+
+	// Delete
+	if err := DB.Model(&users).Association("Pets").Delete(&users[2].Pets); err != nil {
+		t.Errorf("no error should happend when deleting pet, but got %v", err)
+	}
+
+	AssertAssociationCount(t, users, "Pets", 4, "after delete")
+
+	if err := DB.Debug().Model(&users).Association("Pets").Delete(users[0].Pets[0], users[1].Pets[1]); err != nil {
+		t.Errorf("no error should happend when deleting pet, but got %v", err)
+	}
+
+	AssertAssociationCount(t, users, "Pets", 2, "after delete")
+
+	// Clear
+	DB.Model(&users).Association("Pets").Clear()
+	AssertAssociationCount(t, users, "Pets", 0, "After Clear")
+}