[README] Update model list

Author: yzhangcs

README.md

@@ -32,6 +32,7 @@ This repo aims at providing a collection of efficient Triton-based implementatio
 
 - **$\texttt{[2025-07]}$:** 🐳 Add MLA implementation to `fla` ([paper](https://arxiv.org/abs/2405.04434)).
 - **$\texttt{[2025-07]}$:** 🛣️ Added PaTH Attention to fla ([paper](https://arxiv.org/abs/2505.16381)).
+- **$\texttt{[2025-06]}$:** 🎉 Added MesaNet to fla ([paper](https://arxiv.org/abs/2506.05233)).
 - **$\texttt{[2025-06]}$:** 🐍 Add Comba implementation to `fla` ([paper](https://arxiv.org/abs/2506.02475)).
 - **$\texttt{[2025-05]}$:** 🎉 Add Rodimus* implementation to `fla` ([paper](https://arxiv.org/abs/2410.06577)).
 - **$\texttt{[2025-04]}$:** 🎉 Add DeltaProduct implementation to `fla` ([paper](https://arxiv.org/abs/2502.10297)).
@@ -74,12 +75,12 @@ Roughly sorted according to the timeline supported in `fla`. The recommended tra
 | 2025 | ICLR    | Gated DeltaNet | [Gated Delta Networks: Improving Mamba2 with Delta Rule](https://arxiv.org/abs/2412.06464)                                                    | [official](https://github.com/NVlabs/GatedDeltaNet)                                             |      [fla](https://github.com/fla-org/flash-linear-attention/tree/main/fla/ops/gated_delta_rule)      |
 | 2025 |         | RWKV7          | [RWKV-7 "Goose" with Expressive Dynamic State Evolution](https://arxiv.org/abs/2503.14456)                                                    | [official](https://github.com/BlinkDL/RWKV-LM/tree/main/RWKV-v7)                                |           [fla](https://github.com/fla-org/flash-linear-attention/tree/main/fla/ops/rwkv7)            |
 | 2025 |         | NSA            | [Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention](https://arxiv.org/abs/2502.11089)                         |                                                                                                 |            [fla](https://github.com/fla-org/flash-linear-attention/tree/main/fla/ops/nsa)             |
-| 2025 |         | FoX            | [Forgetting Transformer: Softmax Attention with a Forget Gate](https://arxiv.org/abs/2503.02130)                                              | [official](https://github.com/zhixuan-lin/forgetting-transformer)                               |      [fla](https://github.com/fla-org/flash-linear-attention/tree/main/fla/ops/forgetting_attn)       |
+| 2025 | ICLR    | FoX            | [Forgetting Transformer: Softmax Attention with a Forget Gate](https://arxiv.org/abs/2503.02130)                                              | [official](https://github.com/zhixuan-lin/forgetting-transformer)                               |      [fla](https://github.com/fla-org/flash-linear-attention/tree/main/fla/ops/forgetting_attn)       |
 | 2025 |         | DeltaProduct   | [DeltaProduct: Improving State-Tracking in Linear RNNs via Householder Products](https://arxiv.org/abs/2502.10297)                            |                                                                                                 |  [fla](https://github.com/fla-org/flash-linear-attention/tree/main/fla/layers/gated_deltaproduct.py)  |
 | 2025 | ICLR    | Rodimus*   | [Rodimus*: Breaking the Accuracy-Efficiency Trade-Off with Efficient Attentions](https://arxiv.org/abs/2410.06577)                            | [official](https://github.com/codefuse-ai/rodimus)                                              |       [fla](https://github.com/fla-org/flash-linear-attention/blob/main/fla/layers/rodimus.py)        |
 | 2025 |         | MesaNet        | [MesaNet: Sequence Modeling by Locally Optimal Test-Time Training](https://arxiv.org/abs/2506.05233)                                          |                                                                                                 |       [fla](https://github.com/fla-org/flash-linear-attention/blob/main/fla/layers/mesa_net.py)       |
 | 2025 |         | Comba          | [Comba: Improving Bilinear RNNs with Closed-loop Control](https://arxiv.org/abs/2506.02475)                                                   | [official](https://github.com/AwesomeSeq/Comba-triton)                                          |        [fla](https://github.com/fla-org/flash-linear-attention/blob/main/fla/layers/comba.py)         |
-| 2025 |         | PaTH           | [PaTH Attention: Position Encoding via Accumulating Householder Transformations](https://arxiv.org/abs/2505.16381)                                          |                                                                                                 |       [fla](https://github.com/fla-org/flash-linear-attention/blob/main/fla/layers/path_attn.py)       |
+| 2025 |         | PaTH           | [PaTH Attention: Position Encoding via Accumulating Householder Transformations](https://arxiv.org/abs/2505.16381)                            |                                                                                                 |      [fla](https://github.com/fla-org/flash-linear-attention/blob/main/fla/layers/path_attn.py)       |
 
 ## Installation