Update publications.md

yandaichn · May 9, 2024 · 994cbd1 · 994cbd1
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@@ -9,13 +9,13 @@ Check my [Google Scholar profile](https://scholar.google.com/citations?user=gkG4
 
 (* stands for equal contribution. Listed in reverse chronological order.)
 
-## Manuscripts
-*   **[Refined Sample Complexity for Markov Games with Independent Linear Function Approximation](https://arxiv.org/abs/2402.07082)**  
-    **<font color="blue">Yan Dai</font>**, Qiwen Cui, and Simon S. Du.
-*   **[Understanding Adam Optimizer via Online Learning of Updates: Adam is FTRL in Disguise](https://arxiv.org/abs/2402.01567)**  
-    Kwangjun Ahn, Zhiyu Zhang, Yunbum Kook, and **<font color="blue">Yan Dai</font>**.
-
 ## Conference Publications
+*   **\[COLT 2024\] [Refined Sample Complexity for Markov Games with Independent Linear Function Approximation](https://arxiv.org/abs/2402.07082)**  
+    **<font color="blue">Yan Dai</font>**, Qiwen Cui, and Simon S. Du.  
+    Accepted to *the 37th Annual Conference on Learning Theory* (COLT), 2024.
+*   **[Understanding Adam Optimizer via Online Learning of Updates: Adam is FTRL in Disguise](https://arxiv.org/abs/2402.01567)**  
+    Kwangjun Ahn, Zhiyu Zhang, Yunbum Kook, and **<font color="blue">Yan Dai</font>**.  
+    Accepted to *the 41st International Conference on Machine Learning* (ICML), 2024.
 *   **\[NeurIPS 2023\] [The Crucial Role of Normalization in Sharpness-Aware Minimization](https://arxiv.org/abs/2305.15287)**  
     **<font color="blue">Yan Dai*</font>**, Kwangjun Ahn\*, and Suvrit Sra.  
     In *Advances in Neural Information Processing Systems 36* (NeurIPS), 2023.  
@@ -39,4 +39,4 @@ Check my [Google Scholar profile](https://scholar.google.com/citations?user=gkG4
 *   **\[ICML 2022\] [Adaptive Best-of-Both-Worlds Algorithm for Heavy-Tailed Multi-Armed Bandits](https://arxiv.org/abs/2201.11921)**  
     Jiatai Huang\*, **<font color="blue">Yan Dai*</font>**, and Longbo Huang.  
     In *Proceedings of the 39th International Conference on Machine Learning* (ICML), 2022.  
-    ([video](https://icml.cc/virtual/2022/spotlight/16610))
+    ([video](https://icml.cc/virtual/2022/spotlight/16610))