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illidanlab · May 26, 2024 · 4541fef · 4541fef
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diff --git a/Gemfile b/Gemfile
@@ -28,3 +28,5 @@ end
 # Performance-booster for watching directories on Windows
 gem "wdm", "~> 0.1.1", :platforms => [:mingw, :x64_mingw, :mswin]
 
+
+gem "webrick", "~> 1.8"
diff --git a/Gemfile.lock b/Gemfile.lock
@@ -9,7 +9,7 @@ GEM
       eventmachine (>= 0.12.9)
       http_parser.rb (~> 0.6.0)
     eventmachine (1.2.7)
-    ffi (1.13.1)
+    ffi (1.16.3)
     forwardable-extended (2.6.0)
     http_parser.rb (0.6.0)
     i18n (1.8.5)
@@ -64,6 +64,7 @@ GEM
     terminal-table (1.8.0)
       unicode-display_width (~> 1.1, >= 1.1.1)
     unicode-display_width (1.7.0)
+    webrick (1.8.1)
 
 PLATFORMS
   ruby
@@ -75,6 +76,7 @@ DEPENDENCIES
   tzinfo (~> 1.2)
   tzinfo-data
   wdm (~> 0.1.1)
+  webrick (~> 1.8)
 
 BUNDLED WITH
    2.1.4
diff --git a/_includes/news.md b/_includes/news.md
@@ -1,3 +1,4 @@
+- [2024] [Call for Participation] Please join our first <a href="https://fedkdd.github.io/" target="_blank">FedKDD: International Joint Workshop on Federated Learning for Data Mining and Graph Analytics</a>, co-located with KDD'24, August 25-26th, Centre de Convencions Internacional de Barcelona, Spain.
 - [2024] Check out our <a href="https://dl.acm.org/doi/10.1145/3659205" target="_blank">topology-aware federated learning survey</a> accepted by ACM Computing Surveys and selected in the <a href="https://www.growkudos.com/publications/10.1145%25252F3659205/reader">ACM Showcase</a>. 
 - [2023] [Call for Participation] Please join our first <a href="https://fl4data-mining.github.io/" target="_blank">International Workshop on Federated Learning for Distributed Data Mining</a>, co-located with KDD'23, August 7th, Long Beach, California.
 - [2023] Our AI Center for Drug Discovery has been approved by MSU Research Foundation Grants! 

diff --git a/_layouts/default.html b/_layouts/default.html
@@ -285,24 +285,45 @@ <h6 class="docs-header">Friends</h6>
     <div class="docs-section" id="publication">
       <h6 class="docs-header">Recent Preprints</h6>
       <ul>
+        <li><i>Augmented Risk Prediction for the Onset of Alzheimer’s Disease from Electronic Health Records with Large Language Models. </i><br>
+            Jiankun Wang, Sumyeong Ahn, Taykhoom Dalal, Xiaodan Zhang, Weishen Pan, Qiannan Zhang, Bin Chen, Hiroko H. Dodge, Fei Wang, and Jiayu Zhou. <br>
+            Preprint, 2024 <a href="#" target="_blank">[arXiv]</a>
+        </li>
+
         <li><i>Large Language Models in Medical Term Classification and Unexpected Misalignment Between Response and Reasoning. </i><br>
             Xiaodan Zhang, Sandeep Vemulapalli, Nabasmita Talukdar, Sumyeong Ahn, Jiankun Wang, Han Meng, Sardar Mehtab Bin Murtaza, Aakash Ajay Dave, Dmitry Leshchiner, Dimitri F. Joseph, Martin Witteveen-Lane, Dave Chesla, Jiayu Zhou, Bin Chen. <br>
             Preprint, 2024 <a href="https://arxiv.org/abs/2312.14184" target="_blank">[arXiv]</a>
         </li>
 
-        <li><i>Who Leaked the Model? Tracking IP Infringers in Accountable Federated Learning. </i><br>
-            Shuyang Yu, Junyuan Hong, Yi Zeng, Fei Wang, Ruoxi Jia, Jiayu Zhou. <br>
-            Preprint, 2023 <a href="https://arxiv.org/abs/2312.03205" target="_blank">[arXiv]</a>
+        <li><i> Towards Stability of Parameter-free Optimization . </i><br>
+            Yijiang Pang, Shuyang Yu, Bao Hoang, and Jiayu Zhou. <br>
+            Preprint, 2024 <a href="https://arxiv.org/abs/2405.04376" target="_blank">[arXiv]</a>
         </li>
 
-        <li><i>Stochastic Two Points Method for Deep Model Zeroth-order Optimization . </i><br>
+        <li><i>Stochastic Two Points Method for Deep Model Zeroth-order Optimization. </i><br>
             Yijiang Pang and Jiayu Zhou. <br>
             Preprint, 2024 <a href="https://arxiv.org/abs/2402.01621" target="_blank">[arXiv]</a>
         </li>
+
+        <li><i>Who Leaked the Model? Tracking IP Infringers in Accountable Federated Learning. </i><br>
+            Shuyang Yu, Junyuan Hong, Yi Zeng, Fei Wang, Ruoxi Jia, Jiayu Zhou. <br>
+            Preprint, 2023 <a href="https://arxiv.org/abs/2312.03205" target="_blank">[arXiv]</a>
+        </li>
+
       </ul>
 
       <h6 class="docs-header">Selected Publications</h6>
       <ul>
+        <li><i>Distributed Harmonization: Federated Clustered Batch Effect Adjustment and Generalization. </i><br>
+            Bao Hoang, Yijiang Pang, Siqi Liang, Liang Zhan, Paul Thompson, and Jiayu Zhou. <br>
+             <b>KDD</b> 2024. <a href="#" target="_blank">[accepted]</a>
+        </li>
+
+        <li><i>On the Generalization Ability of Unsupervised Pretraining. </i><br>
+            Yuyang Deng, Junyuan Hong, Jiayu Zhou, and Mehrdad Mahdavi.  <br>
+             <b>AISTATS</b> 2024. <a href="https://arxiv.org/abs/2403.06871" target="_blank">[paper]</a>
+        </li>
+
         <li><i>Topology-aware Federated Learning in Edge Computing: A Comprehensive Survey. </i><br>
              Jiajun Wu, Fan Dong, Henry Leung, Zhuangdi Zhu, Jiayu Zhou and Steve Drew. <br>
              <b>ACM Computing Surveys</b> 2024. <a href="https://dl.acm.org/doi/10.1145/3659205" target="_blank">[paper]</a>
@@ -318,8 +339,7 @@ <h6 class="docs-header">Selected Publications</h6>
              <b>Patterns</b> 2024. <a href="https://www.cell.com/patterns/pdf/S2666-3899(23)00322-7.pdf" target="_blank">[paper]</a>
         </li>
 
-        <li><i>Comparison of Prompt Engineering and Fine-Tuning Strategies in Large
-Language Models in the Classification of Clinical Notes. </i><br>
+        <li><i>Comparison of Prompt Engineering and Fine-Tuning Strategies in Large Language Models in the Classification of Clinical Notes. </i><br>
               Xiaodan Zhang, Nabasmita Talukdar, Sandeep Vemulapalli, Sumyeong Ahn, Jiankun Wang, Han Meng, Sardar Mehtab Bin Murtaza, Dmitry Leshchiner, Aakash Ajay Dave, Dimitri F. Joseph, Martin Witteveen-Lane, Dave Chesla, Jiayu Zhou, and Bin Chen. <br>
              <b>AMIA</b> Informatics Summit 2024. <a href="#" target="_blank">[accepted]</a>
         </li>
@@ -868,7 +888,7 @@ <h6 class="docs-header">Selected Publications</h6>
     </div>
 
     <div align="center">
-    &copy 2015-2023 ILLIDAN Lab. All rights reserved.
+    &copy 2015-2024 ILLIDAN Lab. All rights reserved.
     <br />
     <br />
     </div>

diff --git a/_team/han-meng.md b/_team/han-meng.md
@@ -1,10 +1,10 @@
 ---
-layout: team-member
+layout: team-nonmember
 name: Han Meng
 title: Lab member since 2022, M.Sc. Student
 picture: /images/profile/han-meng.jpg
 email: [email protected]
-category: 1
+category: 8
 ---
 
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