diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/exploration/mv/AbstractMaterializedViewWindowRule.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/exploration/mv/AbstractMaterializedViewWindowRule.java
index 5be68758ef96d8..b2e962bcb82d16 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/exploration/mv/AbstractMaterializedViewWindowRule.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/exploration/mv/AbstractMaterializedViewWindowRule.java
@@ -17,19 +17,29 @@
 
 package org.apache.doris.nereids.rules.exploration.mv;
 
+import org.apache.doris.common.Pair;
 import org.apache.doris.nereids.CascadesContext;
 import org.apache.doris.nereids.rules.exploration.mv.mapping.SlotMapping;
+import org.apache.doris.nereids.rules.exploration.mv.rollup.AggFunctionRollUpHandler;
 import org.apache.doris.nereids.trees.expressions.Alias;
 import org.apache.doris.nereids.trees.expressions.Expression;
 import org.apache.doris.nereids.trees.expressions.NamedExpression;
+import org.apache.doris.nereids.trees.expressions.Slot;
 import org.apache.doris.nereids.trees.expressions.SlotReference;
+import org.apache.doris.nereids.trees.expressions.WindowExpression;
+import org.apache.doris.nereids.trees.expressions.functions.Function;
+import org.apache.doris.nereids.trees.expressions.functions.agg.AggregateFunction;
+import org.apache.doris.nereids.trees.expressions.visitor.DefaultExpressionRewriter;
 import org.apache.doris.nereids.trees.plans.Plan;
 import org.apache.doris.nereids.trees.plans.logical.LogicalProject;
 import org.apache.doris.nereids.trees.plans.logical.LogicalWindow;
+import org.apache.doris.nereids.util.ExpressionUtils;
 
+import com.google.common.collect.ImmutableList;
 import com.google.common.collect.ImmutableMap;
 
 import java.util.List;
+import java.util.Map;
 import java.util.Optional;
 import java.util.Set;
 import java.util.stream.Collectors;
@@ -96,6 +106,9 @@ protected Plan rewriteQueryByView(MatchMode matchMode, StructInfo queryStructInf
                             viewToQuerySlotMapping, tempRewrittenPlan.treeString()));
             return null;
         }
+        Map<Expression, Expression> mvExprToMvScanExprQueryBased =
+                materializationContext.getShuttledExprToScanExprMapping().keyPermute(viewToQuerySlotMapping)
+                        .flattenMap().get(0);
         // Rewrite top projects, represent the query projects by view
         List<Expression> expressionsRewritten = rewriteExpression(
                 queryStructInfo.getExpressions(),
@@ -104,15 +117,19 @@ protected Plan rewriteQueryByView(MatchMode matchMode, StructInfo queryStructInf
                 viewToQuerySlotMapping,
                 ImmutableMap.of(), cascadesContext
         );
-        // Can not rewrite, bail out
+        // If generic rewrite fails, try roll up from query expressions.
         if (expressionsRewritten.isEmpty()) {
-            materializationContext.recordFailReason(queryStructInfo,
-                    "Rewrite expressions by view in window scan fail",
-                    () -> String.format("expressionToRewritten is %s,\n mvExprToMvScanExprMapping is %s,\n"
-                                    + "targetToSourceMapping = %s", queryStructInfo.getExpressions(),
-                            materializationContext.getShuttledExprToScanExprMapping(),
-                            viewToQuerySlotMapping));
-            return null;
+            expressionsRewritten = rollupWindowAggregateFunctions(queryStructInfo.getExpressions(),
+                    queryStructInfo.getTopPlan(), mvExprToMvScanExprQueryBased, true, false);
+            if (expressionsRewritten.isEmpty()) {
+                materializationContext.recordFailReason(queryStructInfo,
+                        "Rewrite expressions by view in window scan fail",
+                        () -> String.format("expressionToRewritten is %s,\n mvExprToMvScanExprMapping is %s,\n"
+                                        + "targetToSourceMapping = %s", queryStructInfo.getExpressions(),
+                                materializationContext.getShuttledExprToScanExprMapping(),
+                                viewToQuerySlotMapping));
+                return null;
+            }
         }
         return new LogicalProject<>(
                 expressionsRewritten.stream()
@@ -120,4 +137,121 @@ protected Plan rewriteQueryByView(MatchMode matchMode, StructInfo queryStructInf
                         .map(NamedExpression.class::cast)
                         .collect(Collectors.toList()), tempRewrittenPlan);
     }
+
+    private static List<Expression> rollupWindowAggregateFunctions(List<? extends Expression> expressions,
+            Plan queryTopPlan, Map<Expression, Expression> mvExprToMvScanExprQueryBased,
+            boolean needShuttle, boolean strictSlotRewrite) {
+        WindowAggregateRollupContext context = new WindowAggregateRollupContext(queryTopPlan,
+                mvExprToMvScanExprQueryBased, strictSlotRewrite);
+        List<? extends Expression> inputExpressions = needShuttle
+                ? ExpressionUtils.shuttleExpressionWithLineage(expressions, queryTopPlan)
+                : expressions;
+        List<Expression> rewrittenExpressions = inputExpressions.stream()
+                .map(expression -> expression.accept(WindowAggregateRollupRewriter.INSTANCE, context))
+                .collect(Collectors.toList());
+        return context.isValid() ? rewrittenExpressions : ImmutableList.of();
+    }
+
+    private static Function rollupWindowAggregateFunction(AggregateFunction queryAggregateFunction,
+            Expression queryAggregateFunctionShuttled, Map<Expression, Expression> mvExprToMvScanExprQueryBased) {
+        for (Map.Entry<Expression, Expression> expressionEntry : mvExprToMvScanExprQueryBased.entrySet()) {
+            Expression viewExpression = expressionEntry.getKey();
+            // Window mapping keys may be full WindowExpression while rollup handlers match aggregate functions.
+            if (viewExpression instanceof WindowExpression) {
+                viewExpression = ((WindowExpression) viewExpression).getFunction();
+            }
+            Pair<Expression, Expression> mvExprToMvScanExprQueryBasedPair = Pair.of(viewExpression,
+                    expressionEntry.getValue());
+            for (AggFunctionRollUpHandler rollUpHandler : AbstractMaterializedViewAggregateRule.ROLL_UP_HANDLERS) {
+                if (!rollUpHandler.canRollup(queryAggregateFunction, queryAggregateFunctionShuttled,
+                        mvExprToMvScanExprQueryBasedPair, mvExprToMvScanExprQueryBased)) {
+                    continue;
+                }
+                Function rollupFunction = rollUpHandler.doRollup(queryAggregateFunction,
+                        queryAggregateFunctionShuttled, mvExprToMvScanExprQueryBasedPair,
+                        mvExprToMvScanExprQueryBased);
+                if (rollupFunction != null) {
+                    return rollupFunction;
+                }
+            }
+        }
+        return null;
+    }
+
+    private static class WindowAggregateRollupRewriter
+            extends DefaultExpressionRewriter<WindowAggregateRollupContext> {
+
+        private static final WindowAggregateRollupRewriter INSTANCE = new WindowAggregateRollupRewriter();
+
+        @Override
+        public Expression visitWindow(WindowExpression windowExpression, WindowAggregateRollupContext context) {
+            if (!context.isValid()) {
+                return windowExpression;
+            }
+            Expression rewrittenWindowExpr = context.getMvExprToMvScanExprQueryBased().get(windowExpression);
+            if (rewrittenWindowExpr != null) {
+                return rewrittenWindowExpr;
+            }
+            Expression function = windowExpression.getFunction();
+            if (!(function instanceof AggregateFunction)) {
+                return super.visitWindow(windowExpression, context);
+            }
+            Expression queryFunctionShuttled = ExpressionUtils.shuttleExpressionWithLineage(function,
+                    context.getQueryTopPlan());
+            Function rewrittenFunction = rollupWindowAggregateFunction((AggregateFunction) function,
+                    queryFunctionShuttled, context.getMvExprToMvScanExprQueryBased());
+            if (rewrittenFunction == null) {
+                context.setValid(false);
+                return windowExpression;
+            }
+            return super.visitWindow(windowExpression.withFunction(rewrittenFunction), context);
+        }
+
+        @Override
+        public Expression visitSlot(Slot slot, WindowAggregateRollupContext context) {
+            if (!context.isValid()) {
+                return slot;
+            }
+            Expression rewritten = context.getMvExprToMvScanExprQueryBased().get(slot);
+            if (rewritten == null && context.isStrictSlotRewrite()) {
+                context.setValid(false);
+                return slot;
+            }
+            return rewritten == null ? slot : rewritten;
+        }
+    }
+
+    private static class WindowAggregateRollupContext {
+        private boolean valid = true;
+        private final Plan queryTopPlan;
+        private final Map<Expression, Expression> mvExprToMvScanExprQueryBased;
+        private final boolean strictSlotRewrite;
+
+        private WindowAggregateRollupContext(Plan queryTopPlan,
+                Map<Expression, Expression> mvExprToMvScanExprQueryBased, boolean strictSlotRewrite) {
+            this.queryTopPlan = queryTopPlan;
+            this.mvExprToMvScanExprQueryBased = mvExprToMvScanExprQueryBased;
+            this.strictSlotRewrite = strictSlotRewrite;
+        }
+
+        public boolean isValid() {
+            return valid;
+        }
+
+        public void setValid(boolean valid) {
+            this.valid = valid;
+        }
+
+        public Plan getQueryTopPlan() {
+            return queryTopPlan;
+        }
+
+        public Map<Expression, Expression> getMvExprToMvScanExprQueryBased() {
+            return mvExprToMvScanExprQueryBased;
+        }
+
+        public boolean isStrictSlotRewrite() {
+            return strictSlotRewrite;
+        }
+    }
 }