Merge pull request #62 from UTAustin-SwarmLab/tensorcommitments-site-complete

Complete TensorCommitments NeurIPS 2026 site coverage

Author: oguzhan-baser

_bibliography/references.bib

@@ -2,6 +2,16 @@
 ---
 references
 ==========
+@article{baser2026tensorcommitments,
+  title={{TensorCommitments}: A Lightweight Verifiable Inference for Language Models},
+  author={Baser, Oguzhan and Sadeghi, Elahe and Wang, Eric and Vergauwen, Nico and Kazemian, Sam and Kang, Hong and Chinchali, Sandeep P. and Vishwanath, Sriram},
+  journal={Proceedings of the 40th Conference on Neural Information Processing Systems (NeurIPS 2026)},
+  year={2026},
+  url={https://arxiv.org/abs/2602.12630},
+  pdf={https://arxiv.org/pdf/2602.12630},
+  website={/2026/10/04/TensorCommitments.html}
+}
+
 @article{gedik2026attentionvig,
   title={{AttentionViG}: Cross-Attention-Based Dynamic Neighbor Aggregation in Vision {GNNs}},
   author={Gedik, Hakan Emre and Martin, Andrew and Munir, Mustafa and Baser, Oguzhan and Marculescu, Radu and Chinchali, Sandeep P. and Bovik, Alan C.},

_data/news.yml

@@ -1,3 +1,6 @@
+- date: 2026-10-04
+  details: >-
+    Our paper <a href="https://arxiv.org/abs/2602.12630">TensorCommitments: A Lightweight Verifiable Inference for Language Models</a> was accepted to NeurIPS 2026! <a href="/2026/10/04/TensorCommitments.html">Read the blog post</a> and <a href="https://github.com/NeurIPS26TC/TensorCommitment">explore the code</a>.
 - date: 2026-10-01
   details: >-
     Our paper <a href="https://arxiv.org/abs/2509.25570">AttentionViG: Cross-Attention-Based Dynamic Neighbor Aggregation in Vision GNNs</a> was accepted to the Fifth Learning on Graphs Conference (LoG 2026)! <a href="/2026/10/01/AttentionViG.html">Read the blog post</a>.
@@ -22,3 +25,4 @@
 - date: 2025-08-01
   details: >-
     Oguzhan A.'s paper <a href="https://openreview.net/forum?id=M1e2PEMLp2"> Distributed Upload and Active Labeling for Resource-Constrained Fleet Learning </a> was accepted to CoRL 2025!
+

images/post/TensorCommitments/01_workflow.png

@@ -0,0 +1 @@
+Figures cropped from Baser et al., TensorCommitments: A Lightweight Verifiable Inference for Language Models, arXiv:2602.12630 (v2). Source: https://arxiv.org/abs/2602.12630. The four PNGs correspond to paper Fig. 2, Fig. 5, Fig. 7, and Table 1.