|
| 1 | +import Navbar from "../components/Navbar"; |
| 2 | +import internalReasoningPoster from "../poster/cure-bench_Poster.pdf"; |
| 3 | +import medPathAgentPoster from "../poster/MedPathAgent_CureBENCH_NeurIPS2025.pdf"; |
| 4 | +import curaivePoster from "../poster/CURE-Bench - Agata Polejowska, Radboudumc (5).pdf"; |
| 5 | + |
| 6 | +const posters = [ |
| 7 | + { |
| 8 | + title: "CURE-Bench-InternalReasoning", |
| 9 | + subtitle: "Prompt evolution for clinical decision-making tasks", |
| 10 | + authors: |
| 11 | + "Hongshun Ling, Zedong Lu, Fuliang Quan, Shi Wang, Qi Zhang – Huimei (Shanghai) Technology Co., Ltd.", |
| 12 | + track: "Internal Model Reasoning Track", |
| 13 | + venue: "CURE-Bench Workshop @ NeurIPS 2025", |
| 14 | + summary: |
| 15 | + "Huimei Technology’s entry for the internal model reasoning track. The poster presents an evolutionary prompt-optimization framework that maintains a pool of candidate system prompts, generates variants via reflection on model errors, and archives improved prompts based on validation batches. The optimized prompts significantly improve performance on CURE-Bench clinical treatment-planning questions, including both randomly sampled and hard error-focused subsets.", |
| 16 | + file: internalReasoningPoster, |
| 17 | + }, |
| 18 | + { |
| 19 | + title: "MedPathAgent", |
| 20 | + subtitle: "Knowledge-graph augmented tool-use medical agent", |
| 21 | + authors: "MedPathAgent Team", |
| 22 | + track: "Agentic Tool-Augmented Reasoning Track", |
| 23 | + venue: "CURE-Bench Agent Track @ NeurIPS 2025", |
| 24 | + summary: |
| 25 | + "Introduces MedPathAgent, a biomedical question-answering agent that combines tool-augmented reasoning with knowledge-graph verified reasoning paths. The system links entities in questions to PrimeKG, induces a local subgraph, finds shortest reasoning paths, and ranks them with an LLM to select clinically relevant paths. These structured paths are then injected into a tool-using agent, improving grounded clinical reasoning compared with tool-only or KG-only baselines on CURE-Bench tasks.", |
| 26 | + file: medPathAgentPoster, |
| 27 | + }, |
| 28 | + { |
| 29 | + title: "Curaive", |
| 30 | + subtitle: |
| 31 | + "Adaptive precision therapeutics decision support for CURE-Bench", |
| 32 | + authors: "Agata Polejowska – Radboudumc", |
| 33 | + track: "Agentic & Internal Reasoning Tracks", |
| 34 | + venue: "CURE-Bench Poster Session @ NeurIPS 2025", |
| 35 | + summary: |
| 36 | + "Presents curaive, a precision-therapeutic decision support system that delivers structured multi-section reports (patient profile, briefing package, analysis) for CURE-Bench cases. The agent uses adaptive case-tailored prompting, explicit uncertainty markers, and an “undeterminable” escape option, and integrates ToolUniverse/FDA tools for drug and indication information. The poster reports competitive private-leaderboard scores across multi-choice tasks on both the agentic and internal reasoning tracks.", |
| 37 | + file: curaivePoster, |
| 38 | + }, |
| 39 | +]; |
| 40 | + |
| 41 | +export default function Posters() { |
| 42 | + return ( |
| 43 | + <> |
| 44 | + <Navbar /> |
| 45 | + <main className="min-h-screen bg-slate-50 text-gray-900 py-16 px-6 md:px-10"> |
| 46 | + <div className="max-w-6xl mx-auto"> |
| 47 | + <header className="text-center mb-14"> |
| 48 | + <h1 className="text-4xl md:text-5xl font-serif font-bold text-crimson mb-4"> |
| 49 | + Posters |
| 50 | + </h1> |
| 51 | + <p className="text-gray-700 text-lg md:text-xl max-w-3xl mx-auto font-sans"> |
| 52 | + Browse and download posters shared by the CURE-Bench community. |
| 53 | + </p> |
| 54 | + </header> |
| 55 | + |
| 56 | + <section className="grid gap-8 md:grid-cols-2"> |
| 57 | + {posters.map((poster) => ( |
| 58 | + <article |
| 59 | + key={poster.title} |
| 60 | + className="flex flex-col justify-between rounded-2xl border border-slate-200 bg-white shadow-sm hover:shadow-lg transition-shadow duration-200" |
| 61 | + > |
| 62 | + <div className="p-6 pb-4"> |
| 63 | + <div className="flex items-start justify-between gap-3 mb-3"> |
| 64 | + <div> |
| 65 | + <h2 className="text-xl md:text-2xl font-semibold leading-snug text-slate-900"> |
| 66 | + {poster.title} |
| 67 | + </h2> |
| 68 | + {poster.subtitle && ( |
| 69 | + <p className="text-sm md:text-base text-slate-700 mt-1"> |
| 70 | + {poster.subtitle} |
| 71 | + </p> |
| 72 | + )} |
| 73 | + </div> |
| 74 | + <span className="inline-flex items-center rounded-full bg-crimson text-white text-xs font-semibold px-3 py-1 whitespace-nowrap"> |
| 75 | + {poster.track} |
| 76 | + </span> |
| 77 | + </div> |
| 78 | + |
| 79 | + <p className="text-sm text-slate-600 mb-3"> |
| 80 | + <span className="font-medium">Authors:</span>{" "} |
| 81 | + {poster.authors} |
| 82 | + </p> |
| 83 | + <p className="text-xs uppercase tracking-wide text-slate-500 mb-4"> |
| 84 | + {poster.venue} |
| 85 | + </p> |
| 86 | + |
| 87 | + <p className="text-sm md:text-[0.95rem] leading-relaxed text-slate-700"> |
| 88 | + {poster.summary} |
| 89 | + </p> |
| 90 | + </div> |
| 91 | + |
| 92 | + <div className="flex items-center justify-between border-t border-slate-100 bg-slate-50 px-6 py-4 rounded-b-2xl"> |
| 93 | + <span className="text-xs text-slate-500"> |
| 94 | + PDF · opens in a new tab |
| 95 | + </span> |
| 96 | + <a |
| 97 | + href={poster.file} |
| 98 | + target="_blank" |
| 99 | + rel="noopener noreferrer" |
| 100 | + className="inline-flex items-center gap-2 rounded-full bg-crimson text-white text-sm font-medium px-4 py-2 hover:bg-[#8c0d24] focus:outline-none focus:ring-2 focus:ring-crimson focus:ring-offset-2" |
| 101 | + > |
| 102 | + Download poster |
| 103 | + <span aria-hidden="true">↗</span> |
| 104 | + </a> |
| 105 | + </div> |
| 106 | + </article> |
| 107 | + ))} |
| 108 | + </section> |
| 109 | + |
| 110 | + <p className="mt-10 text-center text-xs text-slate-500 max-w-3xl mx-auto"> |
| 111 | + If you would like your CURE-Bench poster to appear on this page, |
| 112 | + please contact the organizers with your PDF and track information. |
| 113 | + </p> |
| 114 | + </div> |
| 115 | + </main> |
| 116 | + </> |
| 117 | + ); |
| 118 | +} |
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