diff --git a/velox/dwio/parquet/reader/PageReader.cpp b/velox/dwio/parquet/reader/PageReader.cpp
index d7e094f79841..142f1017287f 100644
--- a/velox/dwio/parquet/reader/PageReader.cpp
+++ b/velox/dwio/parquet/reader/PageReader.cpp
@@ -619,12 +619,18 @@ void PageReader::makeDecoder() {
               pageData_, pageData_ + encodedDataSize_);
           break;
         case thrift::Type::FIXED_LEN_BYTE_ARRAY:
-          directDecoder_ = std::make_unique<dwio::common::DirectDecoder<true>>(
-              std::make_unique<dwio::common::SeekableArrayInputStream>(
-                  pageData_, encodedDataSize_),
-              false,
-              type_->typeLength_,
-              true);
+          if (type_->type()->isVarbinary()) {
+            stringDecoder_ = std::make_unique<StringDecoder>(
+                pageData_, pageData_ + encodedDataSize_, type_->typeLength_);
+          } else {
+            directDecoder_ =
+                std::make_unique<dwio::common::DirectDecoder<true>>(
+                    std::make_unique<dwio::common::SeekableArrayInputStream>(
+                        pageData_, encodedDataSize_),
+                    false,
+                    type_->typeLength_,
+                    true);
+          }
           break;
         default: {
           directDecoder_ = std::make_unique<dwio::common::DirectDecoder<true>>(
diff --git a/velox/dwio/parquet/reader/ParquetReader.cpp b/velox/dwio/parquet/reader/ParquetReader.cpp
index 818d5004c8ff..0cfd4b9882e2 100644
--- a/velox/dwio/parquet/reader/ParquetReader.cpp
+++ b/velox/dwio/parquet/reader/ParquetReader.cpp
@@ -646,7 +646,7 @@ TypePtr ReaderBase::convertType(
       case thrift::Type::type::INT64:
         return BIGINT();
       case thrift::Type::type::INT96:
-        return DOUBLE(); // TODO: Lose precision
+        return TIMESTAMP(); // INT96 only maps to a timestamp
       case thrift::Type::type::FLOAT:
         return REAL();
       case thrift::Type::type::DOUBLE:
diff --git a/velox/dwio/parquet/reader/StringDecoder.h b/velox/dwio/parquet/reader/StringDecoder.h
index f85a1ba1e11f..cfbb1589ba51 100644
--- a/velox/dwio/parquet/reader/StringDecoder.h
+++ b/velox/dwio/parquet/reader/StringDecoder.h
@@ -20,11 +20,11 @@ namespace facebook::velox::parquet {
 
 class StringDecoder {
  public:
-  StringDecoder(const char* start, const char* end)
+  StringDecoder(const char* start, const char* end, int fixedLength = -1)
       : bufferStart_(start),
         bufferEnd_(end),
-
-        lastSafeWord_(end - simd::kPadding) {}
+        lastSafeWord_(end - simd::kPadding),
+        fixedLength_(fixedLength) {}
 
   void skip(uint64_t numValues) {
     skip<false>(numValues, 0, nullptr);
@@ -62,7 +62,8 @@ class StringDecoder {
         }
 
         // We are at a non-null value on a row to visit.
-        toSkip = visitor.process(readString(), atEnd);
+        toSkip = visitor.process(
+            fixedLength_ > 0 ? readFixedString() : readString(), atEnd);
       }
       ++current;
       if (toSkip) {
@@ -85,9 +86,16 @@ class StringDecoder {
     bufferStart_ += length + sizeof(int32_t);
     return folly::StringPiece(bufferStart_ - length, length);
   }
+
+  folly::StringPiece readFixedString() {
+    bufferStart_ += fixedLength_;
+    return folly::StringPiece(bufferStart_ - fixedLength_, fixedLength_);
+  }
+
   const char* bufferStart_;
   const char* bufferEnd_;
   const char* const lastSafeWord_;
+  const int fixedLength_;
 };
 
 } // namespace facebook::velox::parquet
diff --git a/velox/dwio/parquet/tests/examples/varbinary_flba.parquet b/velox/dwio/parquet/tests/examples/varbinary_flba.parquet
new file mode 100644
index 000000000000..befd342fc2a0
Binary files /dev/null and b/velox/dwio/parquet/tests/examples/varbinary_flba.parquet differ
diff --git a/velox/dwio/parquet/tests/reader/ParquetReaderTest.cpp b/velox/dwio/parquet/tests/reader/ParquetReaderTest.cpp
index 43975343681a..5488c0c7d3d9 100644
--- a/velox/dwio/parquet/tests/reader/ParquetReaderTest.cpp
+++ b/velox/dwio/parquet/tests/reader/ParquetReaderTest.cpp
@@ -1128,3 +1128,31 @@ TEST_F(ParquetReaderTest, testEnumType) {
 
   assertReadWithReaderAndExpected(fileSchema, *rowReader, expected, *leafPool_);
 }
+
+TEST_F(ParquetReaderTest, readVarbinaryFromFLBA) {
+  const std::string filename("varbinary_flba.parquet");
+  const std::string sample(getExampleFilePath(filename));
+
+  facebook::velox::dwio::common::ReaderOptions readerOptions{leafPool_.get()};
+  auto reader = createReader(sample, readerOptions);
+
+  auto type = reader->typeWithId();
+  EXPECT_EQ(type->size(), 8ULL);
+  auto flbaCol =
+      std::static_pointer_cast<const ParquetTypeWithId>(type->childAt(6));
+  EXPECT_EQ(flbaCol->name_, "flba_field");
+  EXPECT_EQ(flbaCol->parquetType_, thrift::Type::FIXED_LEN_BYTE_ARRAY);
+
+  auto selectedType = ROW({"flba_field"}, {VARBINARY()});
+  auto rowReaderOpts = getReaderOpts(selectedType);
+  rowReaderOpts.setScanSpec(makeScanSpec(selectedType));
+  auto rowReader = reader->createRowReader(rowReaderOpts);
+
+  auto expected = std::string(1024, '*');
+  VectorPtr result = BaseVector::create(selectedType, 0, &(*leafPool_));
+  rowReader->next(1, result);
+  EXPECT_EQ(
+      expected,
+      result->as<RowVector>()->childAt(0)->asFlatVector<StringView>()->valueAt(
+          0));
+}