diff --git a/Cargo.toml b/Cargo.toml
index 0e7603172..b92b169b4 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -3,7 +3,7 @@ members = ["plonk", "primitives", "relation", "utilities"]
 resolver = "2"
 
 [workspace.package]
-version = "0.4.0"
+version = "0.4.3"
 authors = ["Espresso Systems <hello@espressosys.com>"]
 edition = "2021"
 license = "MIT"
diff --git a/primitives/src/pcs/univariate_kzg/mod.rs b/primitives/src/pcs/univariate_kzg/mod.rs
index 902e04e8f..db8125434 100644
--- a/primitives/src/pcs/univariate_kzg/mod.rs
+++ b/primitives/src/pcs/univariate_kzg/mod.rs
@@ -818,16 +818,18 @@ pub(crate) mod icicle {
 
             #[cfg(feature = "kzg-print-trace")]
             let conv_time = start_timer!(|| "Type Conversion: ark->ICICLE: Scalar");
-            let scalars: Vec<<Self::IC as IcicleCurve>::ScalarField> = poly.coeffs()[..size]
-                .par_iter()
-                .map(|&s| Self::ark_field_to_icicle(s))
-                .collect();
+            // We assume that two types use the same underline repr.
+            let scalars = unsafe {
+                poly.coeffs()[..size]
+                    .align_to::<<Self::IC as IcicleCurve>::ScalarField>()
+                    .1
+            };
             #[cfg(feature = "kzg-print-trace")]
             end_timer!(conv_time);
 
             #[cfg(feature = "kzg-print-trace")]
             let load_time = start_timer!(|| "Load scalars: CPU->GPU");
-            scalars_on_device.copy_from_host(&scalars)?;
+            scalars_on_device.copy_from_host(scalars)?;
             #[cfg(feature = "kzg-print-trace")]
             end_timer!(load_time);
 
@@ -1306,7 +1308,13 @@ mod tests {
         use super::*;
         #[cfg(feature = "kzg-print-trace")]
         use crate::icicle_deps::warmup_new_stream;
-        use crate::{icicle_deps::curves::*, pcs::univariate_kzg::icicle::GPUCommittable};
+        use crate::{
+            icicle_deps::{curves::*, IcicleCurve},
+            pcs::univariate_kzg::icicle::GPUCommittable,
+        };
+        use core::mem::size_of;
+        use icicle_core::traits::{ArkConvertible, MontgomeryConvertible};
+        use icicle_cuda_runtime::{error::CudaResultWrap, memory::HostOrDeviceSlice};
 
         #[cfg(feature = "kzg-print-trace")]
         fn gpu_profiling<E: Pairing>() -> Result<(), PCSError>
@@ -1401,6 +1409,45 @@ mod tests {
             test_gpu_e2e_template::<Bn254>().unwrap();
         }
 
+        fn test_gpu_ark_conversion_template<E: Pairing>()
+        where
+            UnivariateKzgPCS<E>: GPUCommittable<E>,
+            <<UnivariateKzgPCS<E> as GPUCommittable<E>>::IC as IcicleCurve>::ScalarField:
+                ArkConvertible<ArkEquivalent = E::ScalarField> + MontgomeryConvertible,
+        {
+            type ICScalarField<E> =
+                <<UnivariateKzgPCS<E> as GPUCommittable<E>>::IC as IcicleCurve>::ScalarField;
+            assert_eq!(size_of::<E::ScalarField>(), size_of::<ICScalarField<E>>());
+            let size = 100usize;
+            let mut rng = test_rng();
+            let scalars: Vec<_> = (0..size)
+                .map(|_| {
+                    let mut bytes = [0u8; 32];
+                    rng.fill_bytes(&mut bytes);
+                    E::ScalarField::from_le_bytes_mod_order(&bytes)
+                })
+                .collect();
+            let mut ic_scalars: Vec<_> = scalars
+                .iter()
+                .copied()
+                .map(ICScalarField::<E>::from_ark)
+                .collect();
+            let mut d_scalars = HostOrDeviceSlice::cuda_malloc(size).unwrap();
+            d_scalars.copy_from_host(&ic_scalars).unwrap();
+            ICScalarField::<E>::to_mont(&mut d_scalars).wrap().unwrap();
+            d_scalars.copy_to_host(&mut ic_scalars).unwrap();
+            let transformed_scalars = unsafe { scalars.align_to::<ICScalarField<E>>().1 };
+            assert_eq!(ic_scalars, transformed_scalars);
+        }
+
+        #[test]
+        /// This test checks whether the scalar field type in Ark has the size
+        /// with the one in icicle. So that we could do direct reinterpret_cast
+        /// between them.
+        fn test_gpu_ark_conversion() {
+            test_gpu_ark_conversion_template::<Bn254>();
+        }
+
         #[cfg(feature = "kzg-print-trace")]
         #[test]
         fn profile_gpu_commit() {
diff --git a/primitives/src/vid/advz.rs b/primitives/src/vid/advz.rs
index 4430839eb..714348644 100644
--- a/primitives/src/vid/advz.rs
+++ b/primitives/src/vid/advz.rs
@@ -249,9 +249,9 @@ where
     UnivariateKzgPCS<E>: GPUCommittable<E>,
 {
     /// Like [`Advz::new`] except with SRS loaded to GPU
-    pub fn with_multiplicity(
-        num_storage_nodes: usize,
-        recovery_threshold: usize,
+    pub fn new(
+        num_storage_nodes: u32,
+        recovery_threshold: u32,
         srs: impl Borrow<KzgSrs<E>>,
     ) -> VidResult<Self> {
         let mut advz = Self::new_internal(num_storage_nodes, recovery_threshold, srs)?;
@@ -260,9 +260,9 @@ where
     }
     /// Like [`Advz::with_multiplicity`] except with SRS loaded to GPU
     pub fn with_multiplicity(
-        num_storage_nodes: usize,
-        recovery_threshold: usize,
-        multiplicity: usize,
+        num_storage_nodes: u32,
+        recovery_threshold: u32,
+        multiplicity: u32,
         srs: impl Borrow<KzgSrs<E>>,
     ) -> VidResult<Self> {
         let mut advz = Self::with_multiplicity_internal(
@@ -985,11 +985,11 @@ mod tests {
         let (recovery_threshold, num_storage_nodes) = (256, 512);
         let mut rng = jf_utils::test_rng();
         let srs = init_srs(recovery_threshold as usize, &mut rng);
-        let mut advz =
-            Advz::<Bn254, Sha256>::new(num_storage_nodes, recovery_threshold, srs).unwrap();
         #[cfg(feature = "gpu-vid")]
         let mut advz_gpu =
             AdvzGPU::<'_, Bn254, Sha256>::new(num_storage_nodes, recovery_threshold, &srs).unwrap();
+        let mut advz =
+            Advz::<Bn254, Sha256>::new(num_storage_nodes, recovery_threshold, srs).unwrap();
 
         let payload_random = init_random_payload(1 << 25, &mut rng);
 
@@ -1005,11 +1005,11 @@ mod tests {
         let (recovery_threshold, num_storage_nodes) = (256, 512);
         let mut rng = jf_utils::test_rng();
         let srs = init_srs(recovery_threshold as usize, &mut rng);
-        let mut advz =
-            Advz::<Bn254, Sha256>::new(num_storage_nodes, recovery_threshold, srs).unwrap();
         #[cfg(feature = "gpu-vid")]
         let mut advz_gpu =
             AdvzGPU::<'_, Bn254, Sha256>::new(num_storage_nodes, recovery_threshold, &srs).unwrap();
+        let mut advz =
+            Advz::<Bn254, Sha256>::new(num_storage_nodes, recovery_threshold, srs).unwrap();
 
         let payload_random = init_random_payload(1 << 25, &mut rng);