update papers for ICLR 2025 and layout

Author: BowenBryanWang

data/research/papers.json

@@ -3,7 +3,7 @@
     "category": ["DigitalAIAgents", "Others"],
     "title": "AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials",
     "authors": "Yiheng Xu, Dunjie Lu, Zhennan Shen, Junli Wang, Zekun Wang, Yuchen Mao, Caiming Xiong, Tao Yu",
-    "publication": "Preprint",
+    "publication": "ICLR 2025",
     "paperLink": "https://arxiv.org/abs/2412.09605",
     "codeLink": "",
     "dataLink": "",
@@ -15,19 +15,31 @@
     "category": ["DigitalAIAgents"],
     "title": "Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction",
     "authors": "Yiheng Xu, Zekun Wang, Junli Wang, Dunjie Lu, Tianbao Xie, Amrita Saha, Doyen Sahoo, Tao Yu, Caiming Xiong",
-    "publication": "Preprint",
+    "publication": "ICLR 2025",
     "paperLink": "https://arxiv.org/abs/2412.04454",
     "codeLink": "https://github.com/xlang-ai/aguvis",
     "dataLink": "",
     "blogLink": "https://aguvis-project.github.io/",
     "twitterLink": "",
     "image": "/research/aguvis.jpg"
   },
+  {
+    "category": ["DigitalAIAgents"],
+    "title": "Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments",
+    "authors": "Hongjin Su, Ruoxi Sun, Jinsung Yoon, Pengcheng Yin, Tao Yu, Sercan Ö. Arık",
+    "publication": "ICLR 2025",
+    "paperLink": "https://arxiv.org/abs/2501.10893",
+    "codeLink": "",
+    "dataLink": "",
+    "blogLink": "",
+    "twitterLink": "",
+    "image": "/research/learn_by_interact.png"
+  },
   {
     "category": ["CodeGeneration", "DigitalAIAgents"],
     "title": "Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows",
     "authors": "Fangyu Lei, Jixuan Chen, Yuxiao Ye, Ruisheng Cao, Dongchan Shin, Hongjin Su, Zhaoqing Suo, Hongcheng Gao, Wenjing Hu, Pengcheng Yin, Victor Zhong, Caiming Xiong, Ruoxi Sun, Qian Liu, Sida Wang, Tao Yu",
-    "publication": "Preprint",
+    "publication": "ICLR 2025",
     "paperLink": "https://www.arxiv.org/abs/2411.07763",
     "codeLink": "https://github.com/xlang-ai/Spider2",
     "dataLink": "",
@@ -51,7 +63,7 @@
     "category": ["Others"],
     "title": "BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval",
     "authors": "Hongjin Su, Howard Yen, Mengzhou Xia, Weijia Shi, Niklas Muennighoff, Han-yu Wang, Haisu Liu, Quan Shi, Zachary S. Siegel, Michael Tang, Ruoxi Sun, Jinsung Yoon, Sercan O. Arik, Danqi Chen, Tao Yu",
-    "publication": "Preprint",
+    "publication": "ICLR 2025",
     "paperLink": "https://arxiv.org/abs/2407.12883",
     "codeLink": "https://github.com/xlang-ai/BRIGHT",
     "dataLink": "",
@@ -63,7 +75,7 @@
     "category": ["Others"],
     "title": "Generative Representational Instruction Tuning",
     "authors": "Niklas Muennighoff, Hongjin Su, Liang Wang, Nan Yang, Furu Wei, Tao Yu, Amanpreet Singh, Douwe Kiela",
-    "publication": "ICLR 2024 AGI Workshop, Best Paper Award",
+    "publication": "ICLR 2025",
     "paperLink": "https://arxiv.org/abs/2402.09906",
     "codeLink": "https://github.com/ContextualAI/gritlm",
     "dataLink": "",

pages/components/News/News.tsx

@@ -43,13 +43,6 @@ const News = ({ news }: { news?: NewsInterface[] }) => {
             <div>{`April 11, 2024`}</div>
             <div>🔥🔥 We have released &nbsp;<a href="https://os-world.github.io/" target="_blank" className="underline">OSWorld</a>,&nbsp; A unified, real computer env for multimodal agents to evaluate open-ended computer tasks with arbitrary apps and interfaces on Ubuntu, Windows, & macOS! &nbsp;</div>
           </div>
-          <div
-            className='grid grid-cols-[auto,1fr] gap-x-8 flex-wrap py-3 border-b border-black/30 text-sm'
-            key="top-news"
-          >
-            <div>{`Feb 20, 2024`}</div>
-            <div>🔥🔥 We have released &nbsp;<a href="https://arks-codegen.github.io/" target="_blank" className="underline">ARKS</a>,&nbsp; a general pipeline for retrieval-augmented code generation (RACG)! &nbsp;</div>
-          </div>
           <div
             className='grid grid-cols-[auto,1fr] gap-x-8 flex-wrap py-3 border-b border-black/30 text-sm'
             key="top-news"

pages/publications.tsx

@@ -148,7 +148,7 @@ const PaperBlock = ({ paper }: { paper: Paper }) => {
           <h1 className='text-lg font-[500]'>{paper.title}</h1>
           <p className='text-[#727272] text-xs font-[500]'>{paper.authors}</p>
           {paper.publication && (
-            <p className='italic text-xs font-[500]'>{paper.publication}</p>
+            <p className='text-md font-[500]'>{paper.publication}</p>
           )}
           <div className='flex justify-end items-center w-full gap-3 font-[500] text-xs'>
             {huggingfaceDownloads !== undefined &&