|
| 1 | +import React, { useState } from 'react' |
| 2 | +import Layout from '@theme/Layout' |
| 3 | +import styles from './publications.module.css' |
| 4 | + |
| 5 | +const papers = [ |
| 6 | + { |
| 7 | + id: 1, |
| 8 | + type: 'paper', |
| 9 | + title: 'When to Reason: Semantic Router for vLLM', |
| 10 | + authors: 'Chen Wang, Xunzhuo Liu, Yuhan Liu, Yue Zhu, Xiangxi Mo, Junchen Jiang, Huamin Chen', |
| 11 | + venue: 'NeurIPS - MLForSys', |
| 12 | + year: '2025', |
| 13 | + abstract: 'We propose vLLM semantic router integrated with vLLM that selectively applies reasoning only when beneficial, achieving over 10 percentage point accuracy gains while nearly halving latency and token usage', |
| 14 | + links: [ |
| 15 | + { type: 'paper', url: 'https://mlforsystems.org', label: '📄 Paper' }, |
| 16 | + ], |
| 17 | + featured: true, |
| 18 | + }, |
| 19 | + { |
| 20 | + id: 2, |
| 21 | + type: 'paper', |
| 22 | + title: 'Semantic Inference Routing Protocol (SIRP)', |
| 23 | + authors: 'Huamin Chen, Luay Jalil', |
| 24 | + venue: 'IETF Draft', |
| 25 | + year: '2025', |
| 26 | + abstract: 'A protocol specification for semantic inference routing that enables intelligent request routing based on semantic understanding and inference requirements.', |
| 27 | + links: [ |
| 28 | + { type: 'paper', url: 'https://datatracker.ietf.org/doc/html/draft-chen-nmrg-semantic-inference-routing', label: '📄 IETF Draft' }, |
| 29 | + ], |
| 30 | + featured: true, |
| 31 | + }, |
| 32 | +] |
| 33 | + |
| 34 | +const talks = [ |
| 35 | + { |
| 36 | + id: 3, |
| 37 | + type: 'talk', |
| 38 | + title: 'Intelligent LLM Routing: A New Paradigm for Multi-Model AI Orchestration in Kubernetes', |
| 39 | + speakers: 'Chen Wang, Huamin Chen', |
| 40 | + venue: 'KubeCon NA 2025', |
| 41 | + organization: '', |
| 42 | + year: '2025', |
| 43 | + abstract: 'Exploring how intelligent LLM routing transforms multi-model AI orchestration in Kubernetes environments, enabling efficient resource utilization and improved performance.', |
| 44 | + links: [ |
| 45 | + { type: 'event', url: 'https://kccncna2025.sched.com/event/27FaI?iframe=no', label: '🎤 Event Page' }, |
| 46 | + ], |
| 47 | + featured: false, |
| 48 | + }, |
| 49 | + { |
| 50 | + id: 4, |
| 51 | + type: 'talk', |
| 52 | + title: 'vLLM Semantic Router: Unlock the Power of Intelligent Routing', |
| 53 | + speakers: 'Xunzhuo Liu', |
| 54 | + venue: 'vLLM Meetup Beijing', |
| 55 | + organization: '', |
| 56 | + year: '2025', |
| 57 | + abstract: 'A deep dive into vLLM Semantic Router capabilities, demonstrating how intelligent routing can unlock new possibilities for efficient LLM inference.', |
| 58 | + links: [], |
| 59 | + featured: false, |
| 60 | + }, |
| 61 | + { |
| 62 | + id: 5, |
| 63 | + type: 'talk', |
| 64 | + title: 'AI-Powered vLLM Semantic Router', |
| 65 | + speakers: 'Huamin Chen', |
| 66 | + venue: 'vLLM Office Hours', |
| 67 | + organization: '', |
| 68 | + year: '2025', |
| 69 | + abstract: 'An overview of AI-powered features in vLLM Semantic Router, showcasing the latest developments and community contributions.', |
| 70 | + links: [ |
| 71 | + { type: 'video', url: 'https://www.youtube.com/live/b-ciRqvbtsk', label: '📹 Watch Recording' }, |
| 72 | + ], |
| 73 | + featured: false, |
| 74 | + }, |
| 75 | +] |
| 76 | + |
| 77 | +function PublicationCard({ item }) { |
| 78 | + const isPaper = item.type === 'paper' |
| 79 | + |
| 80 | + return ( |
| 81 | + <div className={`${styles.publicationCard} ${isPaper ? styles.paperCard : styles.talkCard}`}> |
| 82 | + <div className={styles.cardHeader}> |
| 83 | + <span className={`${styles.typeTag} ${isPaper ? styles.paperTag : styles.talkTag}`}> |
| 84 | + {isPaper ? '📄 Paper' : '🎤 Talk'} |
| 85 | + </span> |
| 86 | + {item.featured && <span className={styles.featuredTag}>⭐ Featured</span>} |
| 87 | + </div> |
| 88 | + |
| 89 | + <h3 className={styles.itemTitle}>{item.title}</h3> |
| 90 | + |
| 91 | + <p className={styles.itemAuthors}> |
| 92 | + {isPaper ? item.authors : item.speakers} |
| 93 | + {item.organization && ( |
| 94 | + <span className={styles.organization}> |
| 95 | + {' '} |
| 96 | + • |
| 97 | + {item.organization} |
| 98 | + </span> |
| 99 | + )} |
| 100 | + </p> |
| 101 | + |
| 102 | + <span className={styles.itemVenue}> |
| 103 | + {item.venue} |
| 104 | + {' '} |
| 105 | + {item.year} |
| 106 | + </span> |
| 107 | + |
| 108 | + <p className={styles.itemAbstract}>{item.abstract}</p> |
| 109 | + |
| 110 | + {item.links && item.links.length > 0 && ( |
| 111 | + <div className={styles.itemLinks}> |
| 112 | + {item.links.map((link, index) => ( |
| 113 | + <a |
| 114 | + key={index} |
| 115 | + href={link.url} |
| 116 | + className={`${styles.itemLink} ${ |
| 117 | + link.type === 'paper' ? styles.linkPrimary : styles.linkSecondary |
| 118 | + }`} |
| 119 | + target="_blank" |
| 120 | + rel="noopener noreferrer" |
| 121 | + > |
| 122 | + {link.label} |
| 123 | + </a> |
| 124 | + ))} |
| 125 | + </div> |
| 126 | + )} |
| 127 | + </div> |
| 128 | + ) |
| 129 | +} |
| 130 | + |
| 131 | +export default function Publications() { |
| 132 | + const [activeFilter, setActiveFilter] = useState('all') |
| 133 | + |
| 134 | + const allItems = [...papers, ...talks].sort((a, b) => { |
| 135 | + // Sort by featured first, then by year (descending), then by id |
| 136 | + if (a.featured && !b.featured) return -1 |
| 137 | + if (!a.featured && b.featured) return 1 |
| 138 | + if (a.year !== b.year) return parseInt(b.year) - parseInt(a.year) |
| 139 | + return a.id - b.id |
| 140 | + }) |
| 141 | + |
| 142 | + const filteredItems = activeFilter === 'all' |
| 143 | + ? allItems |
| 144 | + : allItems.filter(item => item.type === activeFilter) |
| 145 | + |
| 146 | + const paperCount = papers.length |
| 147 | + const talkCount = talks.length |
| 148 | + const totalCount = paperCount + talkCount |
| 149 | + |
| 150 | + return ( |
| 151 | + <Layout |
| 152 | + title="Papers & Talks" |
| 153 | + description="Latest research publications, talks, and scientific contributions from the vLLM Semantic Router project" |
| 154 | + > |
| 155 | + <div className={styles.container}> |
| 156 | + <header className={styles.header}> |
| 157 | + <h1 className={styles.title}>🎓 Papers & Talks</h1> |
| 158 | + <p className={styles.subtitle}> |
| 159 | + Innovation thrives when great minds come together ❤️ |
| 160 | + <br></br> |
| 161 | + |
| 162 | + Let us explore the next-gen |
| 163 | + {' '} |
| 164 | + <bold>System Intelligence</bold> |
| 165 | + {' '} |
| 166 | + in LLM Era 🚀 |
| 167 | + </p> |
| 168 | + </header> |
| 169 | + |
| 170 | + <div className={styles.filterSection}> |
| 171 | + <div className={styles.filterButtons}> |
| 172 | + <button |
| 173 | + className={`${styles.filterButton} ${activeFilter === 'all' ? styles.active : ''}`} |
| 174 | + onClick={() => setActiveFilter('all')} |
| 175 | + > |
| 176 | + All ( |
| 177 | + {totalCount} |
| 178 | + ) |
| 179 | + </button> |
| 180 | + <button |
| 181 | + className={`${styles.filterButton} ${activeFilter === 'paper' ? styles.active : ''}`} |
| 182 | + onClick={() => setActiveFilter('paper')} |
| 183 | + > |
| 184 | + 📄 Papers ( |
| 185 | + {paperCount} |
| 186 | + ) |
| 187 | + </button> |
| 188 | + <button |
| 189 | + className={`${styles.filterButton} ${activeFilter === 'talk' ? styles.active : ''}`} |
| 190 | + onClick={() => setActiveFilter('talk')} |
| 191 | + > |
| 192 | + 🎤 Talks ( |
| 193 | + {talkCount} |
| 194 | + ) |
| 195 | + </button> |
| 196 | + </div> |
| 197 | + </div> |
| 198 | + |
| 199 | + <main> |
| 200 | + <div className={styles.publicationsList}> |
| 201 | + {filteredItems.map(item => ( |
| 202 | + <PublicationCard key={item.id} item={item} /> |
| 203 | + ))} |
| 204 | + </div> |
| 205 | + |
| 206 | + {filteredItems.length === 0 && ( |
| 207 | + <div className={styles.emptyState}> |
| 208 | + <p> |
| 209 | + No |
| 210 | + {activeFilter === 'all' ? 'items' : activeFilter + 's'} |
| 211 | + {' '} |
| 212 | + found. |
| 213 | + </p> |
| 214 | + </div> |
| 215 | + )} |
| 216 | + </main> |
| 217 | + </div> |
| 218 | + </Layout> |
| 219 | + ) |
| 220 | +} |
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