From 71431405f097d9494e0e5c2793dd5bac8d6839cb Mon Sep 17 00:00:00 2001
From: mengwei <kellymeng0427@gmail.com>
Date: Mon, 2 Feb 2026 16:51:55 +0800
Subject: [PATCH 1/3] update citation

---
 README.md | 39 +++++++++++++++++++++------------------
 1 file changed, 21 insertions(+), 18 deletions(-)

diff --git a/README.md b/README.md
index dc4e394e..fc9f69f5 100644
--- a/README.md
+++ b/README.md
@@ -231,8 +231,26 @@ Below are selected community-driven deployment guides and solution write-ups, wh
 
 ## 🔗 Citation
 
-If you find our work helpful, please cite:
+If you find our InternVLA-N1 (Dual System) model helpful, please cite our ICLR paper and previous technical report:
+```bibtex
+@misc{wei2025groundslowfastdualsystem,
+      title={Ground Slow, Move Fast: A Dual-System Foundation Model for Generalizable Vision-and-Language Navigation},
+      author={Meng Wei and Chenyang Wan and Jiaqi Peng and Xiqian Yu and Yuqiang Yang and Delin Feng and Wenzhe Cai and Chenming Zhu and Tai Wang and Jiangmiao Pang and Xihui Liu},
+      year={2025},
+      eprint={2512.08186},
+      archivePrefix={arXiv},
+      primaryClass={cs.RO},
+      url={https://arxiv.org/abs/2512.08186},
+}
+@misc{internvla-n1,
+    title = {{InternVLA-N1: An} Open Dual-System Navigation Foundation Model with Learned Latent Plans},
+    author = {InternNav Team},
+    year = {2025},
+    booktitle={arXiv},
+}
+```
 
+If you use this InternNav codebase to develop your method, please cite our codebase:
 ```bibtex
 @misc{internnav2025,
     title = {{InternNav: InternRobotics'} open platform for building generalized navigation foundation models},
@@ -242,17 +260,11 @@ If you find our work helpful, please cite:
 }
 ```
 
-If you use the specific pretrained models and benchmarks, please kindly cite the original papers involved in our work. Related BibTex entries of our papers are provided below.
 
-<details><summary>Related Work BibTex</summary>
+<details><summary>If you use the specific pretrained models and benchmarks, please kindly cite the original papers below.</summary>
 
 ```BibTex
-@misc{internvla-n1,
-    title = {{InternVLA-N1: An} Open Dual-System Navigation Foundation Model with Learned Latent Plans},
-    author = {InternNav Team},
-    year = {2025},
-    booktitle={arXiv},
-}
+
 @inproceedings{vlnpe,
   title={Rethinking the Embodied Gap in Vision-and-Language Navigation: A Holistic Study of Physical and Visual Disparities},
   author={Wang, Liuyi and Xia, Xinyuan and Zhao, Hui and Wang, Hanqing and Wang, Tai and Chen, Yilun and Liu, Chengju and Chen, Qijun and Pang, Jiangmiao},
@@ -271,15 +283,6 @@ If you use the specific pretrained models and benchmarks, please kindly cite the
     year = {2025},
     booktitle={arXiv},
 }
-@misc{wei2025groundslowfastdualsystem,
-      title={Ground Slow, Move Fast: A Dual-System Foundation Model for Generalizable Vision-and-Language Navigation},
-      author={Meng Wei and Chenyang Wan and Jiaqi Peng and Xiqian Yu and Yuqiang Yang and Delin Feng and Wenzhe Cai and Chenming Zhu and Tai Wang and Jiangmiao Pang and Xihui Liu},
-      year={2025},
-      eprint={2512.08186},
-      archivePrefix={arXiv},
-      primaryClass={cs.RO},
-      url={https://arxiv.org/abs/2512.08186},
-}
 ```
 
 </details>

From bf7c6c9c1bbf206e754589add931cbdac34948b6 Mon Sep 17 00:00:00 2001
From: mengwei <kellymeng0427@gmail.com>
Date: Wed, 4 Feb 2026 14:26:21 +0800
Subject: [PATCH 2/3] add CITATION.cff

---
 CITATION.cff | 8 ++++++++
 1 file changed, 8 insertions(+)
 create mode 100644 CITATION.cff

diff --git a/CITATION.cff b/CITATION.cff
new file mode 100644
index 00000000..04a7d686
--- /dev/null
+++ b/CITATION.cff
@@ -0,0 +1,8 @@
+cff-version: 1.2.0
+message: "If you use this software, please cite it as below."
+title: "InternNav: A Scalable Navigation Framework for Embodied Agents"
+authors:
+  - name: "InternNav Contributors"
+date-released: "2025-07-01"
+url: "https://github.com/InternRobotics/InternNav"
+license: "Apache-2.0"
\ No newline at end of file

From 41caa1e0537c8a13bac3c8c24c2053d8aae36c9c Mon Sep 17 00:00:00 2001
From: Tai Wang <tab_wang@outlook.com>
Date: Thu, 5 Feb 2026 19:23:21 +0800
Subject: [PATCH 3/3] Update the title

---
 CITATION.cff | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/CITATION.cff b/CITATION.cff
index 04a7d686..e42e3996 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -1,8 +1,8 @@
 cff-version: 1.2.0
 message: "If you use this software, please cite it as below."
-title: "InternNav: A Scalable Navigation Framework for Embodied Agents"
+title: "InternNav: InternRobotics' open platform for building generalized navigation foundation models"
 authors:
   - name: "InternNav Contributors"
 date-released: "2025-07-01"
 url: "https://github.com/InternRobotics/InternNav"
-license: "Apache-2.0"
\ No newline at end of file
+license: "Apache-2.0"