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14<div class="nx-sticky nx-bottom-0 nx-bg-white dark:nx-bg-dark nx-mx-4 nx-py-4 nx-shadow-[0_-12px_16px_#fff] nx-flex nx-items-center nx-gap-2 dark:nx-border-neutral-800 dark:nx-shadow-[0_-12px_16px_#111] contrast-more:nx-border-neutral-400 contrast-more:nx-shadow-none contrast-more:dark:nx-shadow-none nx-border-t" data-toggle-animation="off"><div class="nx-grow nx-flex nx-flex-col"><button title="Change theme" class="nx-h-7 nx-rounded-md nx-px-2 nx-text-left nx-text-xs nx-font-medium nx-text-gray-600 nx-transition-colors dark:nx-text-gray-400 hover:nx-bg-gray-100 hover:nx-text-gray-900 dark:hover:nx-bg-primary-100/5 dark:hover:nx-text-gray-50" id="headlessui-listbox-button-:Rlsr6:" type="button" aria-haspopup="listbox" aria-expanded="false" data-headlessui-state=""><div class="nx-flex nx-items-center nx-gap-2 nx-capitalize"><svg fill="none" viewBox="3 3 18 18" width="12" height="12" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" 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href="https://github.com/shuding/nextra/pages/posters.mdx">Edit this page</a></div></div></nav><div id="reach-skip-nav"></div><article class="nx-w-full nx-break-words nextra-content nx-flex nx-min-h-[calc(100vh-var(--nextra-navbar-height))] nx-min-w-0 nx-justify-center nx-pb-8 nx-pr-[calc(env(safe-area-inset-right)-1.5rem)]"><main class="nx-w-full nx-min-w-0 nx-max-w-6xl nx-px-6 nx-pt-4 md:nx-px-12"><div class="nextra-breadcrumb nx-mt-1.5 nx-flex nx-items-center nx-gap-1 nx-overflow-hidden nx-text-sm nx-text-gray-500 dark:nx-text-gray-400 contrast-more:nx-text-current"><div class="nx-whitespace-nowrap nx-transition-colors nx-font-medium nx-text-gray-700 contrast-more:nx-font-bold contrast-more:nx-text-current dark:nx-text-gray-100 contrast-more:dark:nx-text-current" title="Poster Session">Poster Session</div></div><h1 class="nx-mt-2 nx-text-4xl nx-font-bold nx-tracking-tight nx-text-slate-900 dark:nx-text-slate-100">Posters</h1> 15<h4 class="nx-font-semibold nx-tracking-tight nx-text-slate-900 dark:nx-text-slate-100 nx-mt-8 nx-text-xl"><del>Deadline: April 7, 2025</del><a href="#deadline-april-7-2025" id="deadline-april-7-2025" class="subheading-anchor" aria-label="Permalink for this section"></a></h4> 16<h3 class="nx-font-semibold nx-tracking-tight nx-text-slate-900 dark:nx-text-slate-100 nx-mt-8 nx-text-2xl">List of Accepted Papers<a href="#list-of-accepted-papers" id="list-of-accepted-papers" class="subheading-anchor" aria-label="Permalink for this section"></a></h3> 17<ul class="nx-mt-6 nx-list-disc first:nx-mt-0 ltr:nx-ml-6 rtl:nx-mr-6"> 18<li class="nx-my-2"> 19<p class="nx-mt-6 nx-leading-7 first:nx-mt-0">ð¥ Peopleâs Choice Best Paper (1st Place) <a href="https://drive.google.com/file/d/1HIfbbvpKR3qbVyXi-EEakEKp8PtPdShF/view?usp=sharing" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">An Analyst-Inspector Framework for Evaluating Reproducibility of LLMs in Data Science<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a><br/>
19 20<!-- -->Qiuhai Zeng*, Claire Jin*, Xinyue Wang, Yuhan Zheng, Qunhua Li</p> 21</li> 22<li class="nx-my-2"> 23<p class="nx-mt-6 nx-leading-7 first:nx-mt-0">ð¥ Peopleâs Choice Best Paper (2nd Place) <a href="https://drive.google.com/open?id=1EqIpLjbP5ORu9Ku5aGLdfHrQqT8Y2hU_" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a><br/> 24<!-- -->Yu Gu, Kai Zhang, Yuting Ning, Boyuan Zheng, Boyu Gou, Tianci Xue, Cheng Chang, Sanjari Srivastava, Yanan Xie, Peng Qi, Huan Sun, Yu Su</p> 25</li> 26<li class="nx-my-2"> 27<p class="nx-mt-6 nx-leading-7 first:nx-mt-0"><a href="https://drive.google.com/open?id=11T3YJ5xcQIUyUmks0zrIuuigrQRstCF9" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Web Agents<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a><br/> 28<!-- -->Vardaan Pahuja, Yadong Lu, Corby Rosset, Boyu Gou, Arindam Mitra, Spencer Whitehead, Yu Su, Ahmed Awadallah</p> 29</li> 30<li class="nx-my-2"> 31<p class="nx-mt-6 nx-leading-7 first:nx-mt-0"><a href="https://drive.google.com/open?id=1gNICHiwxmIqbZTyzDumhV8B8R4VQ0MCB" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">CowPilot: A Framework for Autonomous and Human-Agent Collaborative Web Navigation<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a><br/> 32<!-- -->Faria Huq, Zora Zhiruo Wang, Frank F. Xu, Tianyue Ou, Shuyan Zhou, Jeffrey P. Bigham*, Graham Neubig*</p> 33</li> 34<li class="nx-my-2"> 35<p class="nx-mt-6 nx-leading-7 first:nx-mt-0"><a href="https://drive.google.com/open?id=13SltJ0OukHSne-QP4_gzO-IfeKcC3Uam" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">From RAG to Memory: Non-Parametric Continual Learning for Large Language Models<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a><br/> 36<!-- -->Bernal Jimenez Gutierrez, Yiheng Shu, Weijian Qi, Sizhe Zhou, Yu Su</p> 37</li> 38<li class="nx-my-2"> 39<p class="nx-mt-6 nx-leading-7 first:nx-mt-0"><a href="https://drive.google.com/open?id=1-QkDyndjn6zxTse7Pcsf_MIeaDJid42b" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">Refusal-trained LLMs Are Easy Jailbroken as Browser Agents<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a><br/> 40<!-- -->Priyanshu Kumar, Elaine Lau, Saranya Vijayakumar, Tu (Alina) Trinh, Scale Red Team, Elaine Chang, Vaughn Robinson, Sean Hendryx, Shuyan Zhou, Matt Fredrikson, Summer Yue, Zifan (Sail) Wang</p> 41</li> 42<li class="nx-my-2"> 43<p class="nx-mt-6 nx-leading-7 first:nx-mt-0"><a href="https://drive.google.com/open?id=1py5vd8VAWkbU8ZQ1KcydV5c0h49LdDB-" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a><br/> 44<!-- -->Harsh Trivedi, Tushar Khot, Mareike Hartmann, Ruskin Manku, Vinty Dong, Edward Li, Shashank Gupta, Ashish Sabharwal, Niranjan Balasubramanian</p> 45</li> 46<li class="nx-my-2"> 47<p class="nx-mt-6 nx-leading-7 first:nx-mt-0"><a href="https://drive.google.com/open?id=1UM08AiKCilrYvyZ2370oldCbFWAruZmz" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">SimuRA: Towards General Goal-Oriented Agent via Simulative Reasoning Architecture with LLM-Based World Model<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a><br/> 48<!-- -->Mingkai Deng*, Jinyu Hou*, Zhiting Hu, Graham Neubig, Hongxia Jin, Yilin Shen, Eric P. Xing</p> 49</li> 50<li class="nx-my-2"> 51<p class="nx-mt-6 nx-leading-7 first:nx-mt-0"><a href="https://drive.google.com/open?id=15EgH6JPUl9fmE91CMaKV1DbZJjMlW52o" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">Should You Use Your Large Language Model to Explore or Exploit?<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a><br/>
51 52<!-- -->Keegan Harris, Alex Slivkins</p> 53</li> 54<li class="nx-my-2"> 55<p class="nx-mt-6 nx-leading-7 first:nx-mt-0"><a href="https://drive.google.com/open?id=1vW9rOtFf1wmFJ3wV70hndm4c3GihH8RY" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">Direct Multi-Turn Preference Optimization for Language Agents<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a><br/> 56<!-- -->Wentao Shi, Mengqi Yuan, Junkang Wu, Qifan Wang, Fuli Feng</p> 57</li> 58<li class="nx-my-2"> 59<p class="nx-mt-6 nx-leading-7 first:nx-mt-0"><a href="https://drive.google.com/open?id=1OTp5p64JC8qoaHTYVANjFUxZsEOPjkle" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">An Illusion of Progress? Assessing the Current State of Web Agents<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a><br/> 60<!-- -->Tianci Xue, Weijian Qi, Tianneng Shi, Chan Hee Song, Boyu Gou, Dawn Song, Huan Sun, Yu Su</p> 61</li> 62<li class="nx-my-2"> 63<p class="nx-mt-6 nx-leading-7 first:nx-mt-0"><a href="https://drive.google.com/open?id=15-sAqwa9dHo4uINfYeJYtbFCK11I0U0J" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">Steering Dialogue Dynamics for Robustness against Multi-turn Jailbreaking Attacks<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a><br/> 64<!-- -->Hanjiang Hu, Alexander Robey, Changliu Liu</p> 65</li> 66<li class="nx-my-2"> 67<p class="nx-mt-6 nx-leading-7 first:nx-mt-0"><a href="https://drive.google.com/open?id=1YQtvTGdeZv91G5QL-X8oYotUjyvlXMPM" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">AI Agents for Personal Finance: Enhancing Credit Behavior, Budgeting Precision, and Spending Decisions<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a><br/> 68<!-- -->Siddarth Pai</p> 69</li> 70<li class="nx-my-2"> 71<p class="nx-mt-6 nx-leading-7 first:nx-mt-0"><a href="https://drive.google.com/open?id=158STiURk9R3UGGZCxuePaftllxWY2G8n" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">ScribeAgent: Towards Specialized Web Agents Using Production-Scale Workflow Data<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a><br/> 72<!-- -->Junhong Shen, Atishay Jain, Zedian Xiao, Ishan Amlekar, Mouad Hadji, Aaron Podolny, Ameet Talwalkar</p> 73</li> 74<li class="nx-my-2"> 75<p class="nx-mt-6 nx-leading-7 first:nx-mt-0">Investigating Explainability with a Privacy-Preserving Multi-agent Systems<br/> 76<!-- -->Roshni Kaushik, Hyeonsu Kang, Koichi Onoue</p> 77</li> 78<li class="nx-my-2"> 79<p class="nx-mt-6 nx-leading-7 first:nx-mt-0"><a href="https://drive.google.com/open?id=1f19pDwNOSa68X2N_dL3qoNDdeFav535j" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">Interactive Debugging and Steering of Multi-Agent AI Systems<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a><br/> 80<!-- -->Will Epperson, Gagan Bansal, Victor Dibia, Adam Fourney, Jack Gerrits, Erkang Zhu, Saleema Amershi</p> 81</li> 82<li class="nx-my-2"> 83<p class="nx-mt-6 nx-leading-7 first:nx-mt-0"><a href="https://drive.google.com/open?id=1v8sj8kKumS8cj3sfFeDKROnY88NJ7nLZ" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">Langroid Research Agent<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a><br/> 84<!-- -->Kepler Lang, Kojo Dokyi, Gillis Wang, Yanqi Chen</p> 85</li> 86<li class="nx-my-2"> 87<p class="nx-mt-6 nx-leading-7 first:nx-mt-0"><a href="https://drive.google.com/open?id=1kAY0_3BGKSMtdt77a_Ls5umvbeuk2M58" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">
87VLM-MPC: Model Predictive Controller Augmented Vision Language Model for Autonomous Driving<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a><br/> 88<!-- -->Keke Long, Haotian Shi, Jiaxi Liu, Chaowei Xiao, Xiaopeng Li</p> 89</li> 90<li class="nx-my-2"> 91<p class="nx-mt-6 nx-leading-7 first:nx-mt-0">HypoVeil: A Privacy-Utility Trade-off Aware Framework for Collaborative Multi-Agent Reasoning<br/> 92<!-- -->Hyeonsu B. Kang, Roshni Kaushik, Koichi Onoue</p> 93</li> 94<li class="nx-my-2"> 95<p class="nx-mt-6 nx-leading-7 first:nx-mt-0"><a href="https://drive.google.com/open?id=1LxFN8V1_jmdMZGuyaCHRGlDYQeJB96_A" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">Agentic Harmonization across Different Frameworks<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a><br/> 96<!-- -->Kota Miyake, Miho Tanaka, Koichi Onoue, Graham Neubig</p> 97</li> 98<li class="nx-my-2"> 99<p class="nx-mt-6 nx-leading-7 first:nx-mt-0">ToM-based Message Anonymization for Stepwise Confidential-Information Disclosure in Conversation between Agents<br/> 100<!-- -->Miho Tanaka, Koichi Onoue, Graham Neubig</p> 101</li> 102<li class="nx-my-2"> 103<p class="nx-mt-6 nx-leading-7 first:nx-mt-0"><a href="https://drive.google.com/open?id=1OspM4nvseA1mrlHbqVTtRIptfGZJDXBO" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">On the Fine-Grained Planning Abilities of VLM Web Agents<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a><br/> 104<!-- -->Surgan Jandial, Yinong (Oliver) Wang, Andrea Bajcsy, Fernando De La Torre</p> 105</li> 106</ul> 107<p class="nx-mt-6 nx-leading-7 first:nx-mt-0">Feel free to contact the CMU Agent Workshop organizers (<a class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]" href="mailto:[email protected]">[email protected]</a>) if you have any questions!</p><div class="nx-mt-16"></div><div class="nx-mb-8 nx-flex nx-items-center nx-border-t nx-pt-8 dark:nx-border-neutral-800 contrast-more:nx-border-neutral-400 dark:contrast-more:nx-border-neutral-400 print:nx-hidden"><a title="Speakers" class="nx-flex nx-max-w-[50%] nx-items-center nx-gap-1 nx-py-4 nx-text-base nx-font-medium nx-text-gray-600 nx-transition-colors [word-break:break-word] hover:nx-text-primary-600 dark:nx-text-gray-300 md:nx-text-lg ltr:nx-pr-4 rtl:nx-pl-4" href="/speakers"><svg fill="none" viewBox="0 0 24 24" stroke="currentColor" class="nx-inline nx-h-5 nx-shrink-0 ltr:nx-rotate-180"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 5l7 7-7 7"></path></svg>Speakers</a><a title="Workshop Organizer Committee" class="nx-flex nx-max-w-[50%] nx-items-center nx-gap-1 nx-py-4 nx-text-base nx-font-medium nx-text-gray-600 nx-transition-colors [word-break:break-word] hover:nx-text-primary-600 dark:nx-text-gray-300 md:nx-text-lg ltr:nx-ml-auto ltr:nx-pl-4 ltr:nx-text-right rtl:nx-mr-auto rtl:nx-pr-4 rtl:nx-text-left" href="/organizers">Workshop Organizer Committee<svg fill="none" viewBox="0 0 24 24" stroke="currentColor" class="nx-inline nx-h-5 nx-shrink-0 rtl:nx-rotate-180"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 5l7 7-7 7"></path></svg></a></div></main></article></div><footer class="nx-bg-gray-100 nx-pb-[env(safe-area-inset-bottom)] dark:nx-bg-neutral-900 print:nx-bg-transparent"><div class="nx-mx-auto nx-flex nx-max-w-[90rem] nx-gap-2 nx-py-2 nx-px-4 nx-hidden"><button title="Change theme" class="nx-h-7 nx-rounded-md nx-px-2 nx-text-left nx-text-xs nx-font-medium nx-text-gray-600 nx-transition-colors dark:nx-text-gray-400 hover:nx-bg-gray-100 hover:nx-text-gray-900 dark:hover:nx-bg-primary-100/5 dark:hover:nx-text-gray-50" id="headlessui-listbox-button-:Rkt6:" type="button" aria-haspopup="listbox" aria-expanded="false" data-headlessui-state=""><div class="nx-flex nx-items-center nx-gap-2 nx-capitalize"><svg fill="none" viewBox="3 3 18 18" width="12" height="12" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" fill="currentColor" d="M12 3v1m0 16v1m9-9h-1M4 12H3m15.364 6.364l-.707-.707M6.343 6.343l-.707-.707m12.728 0l-.707.707M6.343 17.657l-.707.707M16 12a4 4 0 11-8 0 4 4 0 018 0z"></path></svg><span class="">Light</span></div></button></div><hr class="dark:nx-border-neutral-800"/><div class="nx-mx-auto nx-flex nx-max-w-[90rem] nx-justify-center nx-py-12 nx-text-gray-600 dark:nx-text-gray-400 md:nx-justify-start nx-pl
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