viewway.github.io/papers.html at main · ViewWay/viewway.github.io · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
<!DOCTYPE html>
<html lang="en" data-theme="light">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Papers — HongLin He</title>
<link rel="stylesheet" href="/assets/style.css">
<script src="/assets/i18n.js"></script>
</head>
<body>
<nav class="site-nav">
  <a href="/" class="nav-brand">HongLin He</a>
  <div class="nav-links">
    <a href="/papers.html" class="active" data-i18n="nav_papers">Papers</a>
    <a href="/projects.html" data-i18n="nav_projects">Projects</a>
    <a href="/awards.html" data-i18n="nav_awards">Awards</a>
    <a href="/cv.html" data-i18n="nav_cv">CV</a>
  </div>
  <div class="nav-controls">
    <select id="lang-select" onchange="switchLang(this.value)">
      <option value="en">English</option>
      <option value="zh-CN">中文简体</option>
      <option value="zh-TW">中文繁體</option>
      <option value="ja">日本語</option>
      <option value="ko">한국어</option>
      <option value="fr">Français</option>
      <option value="de">Deutsch</option>
      <option value="es">Español</option>
    </select>
    <button class="theme-toggle" onclick="toggleTheme()" title="Toggle dark mode">🌙</button>
  </div>
</nav>

<main class="container">
  <h1 data-i18n="papers_title">Papers</h1>

  <h2 data-i18n="papers_preprints">Preprints</h2>

  <div class="paper-card">
    <h3>UCEF: Universal Context Extension Framework — Breaking the Context Barrier with Hyperbolic Geometry and Quantum-Inspired Selection</h3>
    <p class="paper-meta">HongLin He · <em>arXiv preprint</em>, 2026</p>
    <p class="paper-links">
      <a href="https://github.com/ViewWay/UCEF">GitHub</a> ·
      <a href="https://viewway.github.io/UCEF/">Documentation</a>
    </p>
    <blockquote data-i18n="papers_ucef_abs">
      We propose UCEF, a model-agnostic framework combining hyperbolic retrieval, quantum-inspired selection, and adaptive compression with quality feedback to extend any LLM's effective context window.
    </blockquote>
  </div>

  <hr>

  <h2 data-i18n="papers_referenced">Referenced In</h2>

  <ul class="ref-list">
    <li>Nickel &amp; Kiela, "Poincaré Embeddings for Learning Hierarchical Representations", NeurIPS 2017</li>
    <li>Cao et al., "HyperbolicRAG", arXiv 2025</li>
    <li>Madhu et al., "HypRAG: Hyperbolic Dense Retrieval for RAG", arXiv 2026</li>
    <li>Kuznetsov et al., "Quantum-Inspired Self-Attention in a Large Language Model", arXiv 2026</li>
    <li>Li et al., "ATACompressor: Adaptive Task-Aware Compression", arXiv 2026</li>
    <li>Alodjants et al., "Quantum Approach for Contextual Search, Retrieval, and Ranking", Entropy 2024</li>
  </ul>
</main>

<footer class="site-footer">
  <p>&copy; 2026 HongLin He</p>
</footer>
</body>
</html>