diff --git a/src/components/Publication/pub.ts b/src/components/Publication/pub.ts
index 57161da..4b35075 100644
--- a/src/components/Publication/pub.ts
+++ b/src/components/Publication/pub.ts
@@ -47,18 +47,36 @@ export const pubData: PubType[] = pubDatabase.sort((a, b) => {
   if (a.conference !== "PVLDB" && b.conference === "PVLDB") {
     return 1;
   }
+  if (a.conference === "PODS" && b.conference !== "PODS") {
+    return -1;
+  }
+  if (a.conference !== "PODS" && b.conference === "PODS") {
+    return 1;
+  }
   if (a.conference === "ICDE" && b.conference !== "ICDE") {
     return -1;
   }
   if (a.conference !== "ICDE" && b.conference === "ICDE") {
     return 1;
   }
+  if (a.conference === "SIGKDD" && b.conference !== "SIGKDD") {
+    return -1;
+  }
+  if (a.conference !== "SIGKDD" && b.conference === "SIGKDD") {
+    return 1;
+  }
   if (a.conference === "ICML" && b.conference !== "ICML") {
     return -1;
   }
   if (a.conference !== "ICML" && b.conference === "ICML") {
     return 1;
   }
+  if (a.conference === "ICLR" && b.conference !== "ICLR") {
+    return -1;
+  }
+  if (a.conference !== "ICLR" && b.conference === "ICLR") {
+    return 1;
+  }
   if (a.conference === "NeurIPS" && b.conference !== "NeurIPS") {
     return -1;
   }
diff --git a/src/components/Publication/pub_data.json b/src/components/Publication/pub_data.json
index 0a19902..7663b77 100644
--- a/src/components/Publication/pub_data.json
+++ b/src/components/Publication/pub_data.json
@@ -2290,5 +2290,35 @@
     "code": "",
     "confExtra": "",
     "isJournal": false
+  },
+  {
+    "title": "CausalPOI: Spatio-Temporal Graph-Based Causal Modeling for Cold-Start POI Check-in Forecasting", 
+    "authors": [
+      "Zhaoqi Zhang", 
+      "Miao Xie", 
+      "Yi Li", 
+      "Cai linyou", 
+      "Siqiang Luo", 
+      "Gao Cong"
+    ],
+    "conference": "SIGKDD",
+    "year": 2026,
+    "video": "",
+    "href": "",
+    "description": "",
+    "imgSrc": "",
+    "keywords": [
+      "Graph Algorithms"
+    ],
+    "subKeywords": [
+      "Graph Data Analytics" 
+    ],
+    "id": 80,
+    "isExtension": false,
+    "hasExtension": -1,
+    "isVisible": true,
+    "code": "",
+    "confExtra": "",
+    "isJournal": false
   }
 ]
\ No newline at end of file