Add ReplaySSM blog post

_pages/profiles.md

@@ -81,6 +81,11 @@ profiles:
       Co-advised with <a href="https://people.eecs.berkeley.edu/~istoica/">Ion Stoica</a> and <a href="https://people.eecs.berkeley.edu/~jegonzal/">Joey Gonzalez</a>
     website: https://mayank31398.github.io/
 
+  - role: phd-student
+    image: ZeWei.png
+    name: Ze-Wei Liou
+    website: https://johnny-liou.github.io
+
   - role: ms-student
     image: photo_2026.jpg
     name: Nicholas Yap

assets/bibliography/replayssm.bib

@@ -0,0 +1,92 @@
+@inproceedings{mamba2,
+  title={Transformers are {SSM}s: Generalized Models and Efficient Algorithms Through Structured State Space Duality},
+  author={Dao*, Tri and Gu*, Albert},
+  booktitle={International Conference on Machine Learning (ICML)},
+  year={2024},
+  arxiv={2405.21060},
+  code={https://github.com/state-spaces/mamba/},
+  selected={true}
+}
+
+@inproceedings{lahoti2025mamba3,
+  title={Mamba-3: Improved Sequence Modeling using State Space Principles},
+  author={Lahoti, Aakash and Li, Kevin and Chen, Berlin and Wang, Caitlin and Bick, Aviv and Kolter, Zico and and Dao, Tri and Gu, Albert},
+  booktitle={International Conference on Learning Representations (ICLR)},
+  year={2026},
+  award={Oral},
+  award_name={Oral},
+}
+
+@inproceedings{yang2025gated,
+  title={Gated delta networks: Improving mamba2 with delta rule},
+  author={Yang, Songlin and Kautz, Jan and Hatamizadeh, Ali},
+  booktitle={International Conference on Learning Representations},
+  volume={2025},
+  pages={29687--29707},
+  year={2025}
+}
+
+@article{kimilinear2025,
+  title={Kimi linear: An expressive, efficient attention architecture},
+  author={Team, Kimi and Zhang, Yu and Lin, Zongyu and Yao, Xingcheng and Hu, Jiaxi and Meng, Fanqing and Liu, Chengyin and Men, Xin and Yang, Songlin and Li, Zhiyuan and others},
+  journal={arXiv preprint arXiv:2510.26692},
+  year={2025}
+}
+
+@misc{qwen35blog,
+    title = {Qwen3.5: Accelerating Productivity with Native Multimodal Agents},
+    url = {https://qwen.ai/blog?id=qwen3.5},
+    author = {Qwen Team},
+    month = {February},
+    year = {2026}
+}
+
+@article{blakeman2025nvidia,
+  title={NVIDIA Nemotron 3: Efficient and Open Intelligence},
+  author={Blakeman, Aaron and Grattafiori, Aaron and Basant, Aarti and Gupta, Abhibha and Khattar, Abhinav and Renduchintala, Adi and Vavre, Aditya and Shukla, Akanksha and Bercovich, Akhiad and Ficek, Aleksander and others},
+  journal={arXiv preprint arXiv:2512.20856},
+  year={2025}
+}
+
+@misc{gdn2,
+      title={Gated DeltaNet-2: Decoupling Erase and Write in Linear Attention}, 
+      author={Ali Hatamizadeh and Yejin Choi and Jan Kautz},
+      year={2026},
+      eprint={2605.22791},
+      archivePrefix={arXiv},
+      primaryClass={cs.AI},
+      url={https://arxiv.org/abs/2605.22791}, 
+}
+
+@article{gemma4_2026,
+  title     = {Gemma 4},
+  author    = {Gemma Team},
+  publisher = {Google DeepMind},
+  year      = {2026},
+  url        = {https://ai.google.dev/gemma/docs/core/model_card_4}
+}
+
+@article{gsm8k,
+  title={Training verifiers to solve math word problems},
+  author={Cobbe, Karl and Kosaraju, Vineet and Bavarian, Mohammad and Chen, Mark and Jun, Heewoo and Kaiser, Lukasz and Plappert, Matthias and Tworek, Jerry and Hilton, Jacob and Nakano, Reiichiro and others},
+  journal={arXiv preprint arXiv:2110.14168},
+  year={2021}
+}
+
+@article{wang2024mamba,
+  title={The mamba in the llama: Distilling and accelerating hybrid models},
+  author={Wang, Junxiong and Paliotta, Daniele and May, Avner and Rush, Alexander M and Dao, Tri},
+  journal={Advances in Neural Information Processing Systems},
+  volume={37},
+  pages={62432--62457},
+  year={2024}
+}
+
+@article{wu2026stree,
+  title={STree: Speculative Tree Decoding for Hybrid State Space Models},
+  author={Wu, Yangchao and Qin, Zongyue and Wong, Alex and Soatto, Stefano},
+  journal={Advances in Neural Information Processing Systems},
+  volume={38},
+  pages={115588--115608},
+  year={2026}
+}