diff --git a/index.html b/index.html
index 56ed463..e772d24 100644
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+++ b/index.html
@@ -320,18 +320,18 @@ <h4>C.M. Downey</h4>
 				</div>
 				<div class="row">
 					<div class="col-md-3 p-4 ml-auto">
-						<img src="images/yifan.jpg" class="person" />
+						<img src="images/chris_icon.jpg" class="person" />
 					</div>
 					<div class="col-md-6 p-4 mr-auto">
-						<h4>Yifan Jiang</h4>
-						<p>Masters Student in Computational Linguistics
+						<h4>Chris Haberland</h4>
+						<p>PhD Student in Computational Linguistics
 							<br />
-							yfjiang AT uw DOT edu
+							<a href="http://www.chaber.land/">Personal Website</a>
+							<br />
+							haberc_ATT uw_DOTT [educ. abbrev.]
 						</p>
 						<p>
-							Yifan is interested in computational semantics and the interpretability of NLP models. He is
-							currently working on a project that aims to understand neural networks via causal inference
-							methods. Outside of research, Yifan enjoys reading philosophy and playing video games.
+							Chris studies multimodal language models and natural languages through controlled computational experiments. He is interested in advancing reinforcement learning techniques to emulate language evolution, acquisition, and processing. Chris is also working to build NLP resources for Italic and Mexican languages.
 						</p>
 					</div>
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@@ -385,68 +385,22 @@ <h4>Naomi Tachikawa Shapiro</h4>
 						</p>
 					</div>
 				</div>
-				<div class="row">
-					<div class="col-md-3 p-4 ml-auto">
-						<img src="images/chris_icon.jpg" class="person" />
-					</div>
-					<div class="col-md-6 p-4 mr-auto">
-						<h4>Chris Haberland</h4>
-						<p>PhD Student in Computational Linguistics
-							<br />
-							<a href="http://www.chaber.land/">Personal Website</a>
-							<br />
-							haberc_ATT uw_DOTT [educ. abbrev.]
-						</p>
-						<p>
-							Chris studies multimodal language models and natural languages through controlled computational experiments. He is interested in advancing reinforcement learning techniques to emulate language evolution, acquisition, and processing. Chris is also working to build NLP resources for Italic and Mexican languages.
-						</p>
-					</div>
-				</div>
-				<div class="row mt-4">
-					<h3 class="mx-auto subsection-header">Undergraduate Students</h3>
-				</div>
-				<div class="row">
-					<div class="col-md-3 p-4 ml-auto">
-						<img src="images/gladys_img.jpg" class="person" />
-					</div>
-					<div class="col-md-6 p-4 mr-auto">
-						<h4>Gladys Wang</h4>
-						<p>Mathematics and Linguistics</p>
-						<p>
-							Gladys is interested in the S-side of linguistics, math, and their intersection with
-							NLP, but still needs to make up her mind about what she wants to pursue lifelong.
-							Outside of research, she enjoys cooking, watching anime, and maybe camping once or twice
-							per year.
-						</p>
-					</div>
-				</div>
 				<div class="row">
 					<div class="col-md-3 p-4 ml-auto">
 						<img src="images/leroy_wang_crop.jpg" class="person" />
 					</div>
 					<div class="col-md-6 p-4 mr-auto">
 						<h4>Leroy Wang</h4>
-						<p>Computer Science and Linguistics
+						<p>MAster's Student in Computational Linguistics
 							<br />
 						</p>
 					</div>
 				</div>
-				<div class="row">
-					<div class="col-md-3 p-4 ml-auto">
-						<img src="images/minghe_zhang_crop.jpeg" class="person" />
-					</div>
-					<div class="col-md-6 p-4 mr-auto">
-						<h4>Minghe Zhang</h4>
-						<p>Statistics + Linguistics minor</p>
-						<p>
-							Minghe is currently exploring her research interest (aka to be determined), and the world
-							full of uncertainties. She plans to continue her study of Statistics in graduate school and
-							to take intriguing NLP courses. She's now participating in the Modals Database research
-							project. Outside of school, she enjoys trying new recipes, being a "connoisseur", and
-							rambling in Seattle.
-						</p>
-					</div>
+				<!--
+				<div class="row mt-4">
+					<h3 class="mx-auto subsection-header">Undergraduate Students</h3>
 				</div>
+				-->
 				<div class="row mt-4">
 					<h3 class="mx-auto subsection-header">Alumni</h3>
 				</div>
@@ -530,6 +484,11 @@ <h3 class="mx-auto subsection-header">Alumni</h3>
 								<br />
 								CLMS Thesis: <a href="http://hdl.handle.net/1773/49699">An Investigation Into Supervision for Seq2Seq Techniques for Natural Language to Code Translation</a>
 							</li>
+							<li class="my-2">
+								<a href="https://www.linkedin.com/in/yifan-jiang-b89b5b17a/">Yifan Jiang</a> (PhD student, Computer Science @ Waterloo)
+								<br />
+								CLMS Thesis: <a href="http://hdl.handle.net/1773/50475">The Weighted Mobius Score: A Unified Framework for Feature Attribution</a>
+							</li>
 						</ul>
 					</div>
 				</div>