File size: 8,238 Bytes
088aacb
de67ba6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
126c304
 
 
de67ba6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
126c304
 
 
de67ba6
126c304
9bda292
126c304
 
 
 
de67ba6
126c304
 
 
 
de67ba6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
088aacb
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
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>Awesome AI4AI — 223 papers on whether AI can improve AI</title>
<style>
  :root {
    --bg: #070810; --panel: #11131f; --line: rgba(255,255,255,.11);
    --text: #f6f5fb; --muted: #a0a0b4; --blue: #67d4ff; --lime: #b9f56d; --violet: #9b7cff;
  }
  * { box-sizing: border-box; }
  body {
    margin: 0; padding: 28px 20px 60px; color: var(--text);
    background: radial-gradient(circle at 50% -10%, rgba(103,212,255,.07), transparent 32rem), var(--bg);
    font: 15px/1.6 -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, sans-serif;
  }
  .wrap { max-width: 1180px; margin: 0 auto; }
  h1 { margin: 0 0 6px; font-size: clamp(1.6rem, 4vw, 2.5rem); letter-spacing: -.03em; }
  h1 span {
    color: transparent; background: linear-gradient(110deg, var(--violet), var(--blue) 60%, var(--lime));
    -webkit-background-clip: text; background-clip: text;
  }
  .sub { margin: 0 0 14px; color: var(--muted); }
  .links { margin-bottom: 22px; display: flex; flex-wrap: wrap; gap: 16px; font-size: 13.5px; }
  .links a { color: var(--blue); text-decoration: none; border-bottom: 1px solid rgba(103,212,255,.3); }
  .links a:hover { color: #fff; border-color: #fff; }
  .cn { margin: -8px 0 22px; color: var(--muted); font-size: 12.5px; }
  .cn a { color: var(--lime); text-decoration: none; border-bottom: 1px solid rgba(185,245,109,.3); }
  .cn a:hover { color: #fff; border-color: #fff; }
  .controls {
    display: grid; grid-template-columns: 2fr 1fr auto auto; gap: 12px; align-items: center;
    padding: 16px; margin-bottom: 8px; border: 1px solid var(--line); border-radius: 12px;
    background: rgba(255,255,255,.03);
  }
  input[type=text], select {
    width: 100%; padding: 9px 11px; color: var(--text); background: var(--panel);
    border: 1px solid var(--line); border-radius: 8px; font-size: 14px;
  }
  input[type=text]:focus, select:focus { outline: none; border-color: var(--blue); }
  label.chk { display: flex; align-items: center; gap: 7px; color: var(--muted); font-size: 13.5px; white-space: nowrap; }
  .count { margin: 14px 2px; color: var(--muted); font-size: 13px; }
  table { width: 100%; border-collapse: collapse; font-size: 13.5px; }
  th, td { padding: 10px 12px; text-align: left; border-bottom: 1px solid var(--line); vertical-align: top; }
  th { position: sticky; top: 0; color: var(--muted); background: #0b0c16; font-size: 11.5px;
       letter-spacing: .09em; text-transform: uppercase; cursor: pointer; user-select: none; }
  th:hover { color: #fff; }
  tbody tr:hover { background: rgba(255,255,255,.035); }
  td a { color: var(--blue); text-decoration: none; }
  td a:hover { text-decoration: underline; }
  .num { text-align: right; font-variant-numeric: tabular-nums; white-space: nowrap; }
  .tag { display: inline-block; padding: 2px 7px; margin-right: 4px; border-radius: 5px;
         font-size: 11px; white-space: nowrap; }
  .t-benchmarks { color: #8fe3ff; background: rgba(103,212,255,.13); }
  .t-harness-design { color: #c6b4ff; background: rgba(155,124,255,.14); }
  .t-model-design { color: #ffc79a; background: rgba(255,156,90,.14); }
  @media (max-width: 820px) {
    .controls { grid-template-columns: 1fr; }
    .hide-sm { display: none; }
  }
</style>
</head>
<body>
<div class="wrap">
  <h1>Awesome <span>AI4AI</span></h1>
  <p class="sub">223 papers on whether AI can reliably improve AI — the catalog behind the survey.</p>
  <!-- The Hub embeds this page in a sandboxed iframe without
       allow-top-navigation, so every outbound link needs target="_blank"
       or the browser refuses the navigation. -->
  <div class="links">
    <a href="https://www.preprints.org/manuscript/202608.2108/v1" target="_blank" rel="noopener">📄 Paper</a>
    <a href="https://doi.org/10.5281/zenodo.22198847" target="_blank" rel="noopener">🔗 DOI</a>
    <a href="https://raw.githubusercontent.com/KaiWU5/Awesome-AI4AI/main/assets/AI4AI-Survey.pdf" target="_blank" rel="noopener">📥 PDF</a>
    <a href="https://kaiwu5.github.io/Awesome-AI4AI/" target="_blank" rel="noopener">🌐 Project site</a>
    <a href="https://github.com/KaiWU5/Awesome-AI4AI" target="_blank" rel="noopener">⭐ Repo</a>
    <a href="https://huggingface.co/datasets/KaiWu123/awesome-ai4ai" target="_blank" rel="noopener">📊 Dataset</a>
  </div>
  <p class="cn">🇨🇳 From mainland China, huggingface.co may be unreachable — use the
    <a href="https://hf-mirror.com/datasets/KaiWu123/awesome-ai4ai" target="_blank" rel="noopener">hf-mirror dataset</a>,
    or the <a href="https://github.com/KaiWU5/Awesome-AI4AI" target="_blank" rel="noopener">GitHub repo</a>
    (both reachable). This page itself works either way.</p>

  <div class="controls">
    <input type="text" id="q" placeholder="Search titles…" autocomplete="off">
    <select id="col">
      <option value="all">All collections</option>
      <option value="benchmarks">Benchmarks</option>
      <option value="harness-design">Harness design</option>
      <option value="model-design">Model design</option>
    </select>
    <label class="chk"><input type="checkbox" id="code"> Has code</label>
    <label class="chk"><input type="checkbox" id="arxiv"> Has arXiv</label>
  </div>

  <div class="count" id="count">Loading…</div>
  <table>
    <thead><tr>
      <th data-k="title">Title</th>
      <th data-k="venue" class="hide-sm">Venue</th>
      <th data-k="date">Date</th>
      <th data-k="citations" class="num">Cites</th>
      <th data-k="github_stars" class="num hide-sm">Stars</th>
      <th data-k="collections" class="hide-sm">Collection</th>
      <th>Code</th>
    </tr></thead>
    <tbody id="rows"></tbody>
  </table>
</div>

<script>
let DATA = [], sortKey = "citations", sortDir = -1;

fetch("papers.jsonl")
  .then(r => r.text())
  .then(t => {
    DATA = t.trim().split("\n").filter(Boolean).map(JSON.parse);
    render();
  })
  .catch(e => { document.getElementById("count").textContent = "Failed to load data: " + e; });

const esc = s => String(s ?? "").replace(/[&<>"]/g, c => (
  { "&": "&amp;", "<": "&lt;", ">": "&gt;", '"': "&quot;" }[c]));

function current() {
  const q = document.getElementById("q").value.trim().toLowerCase();
  const col = document.getElementById("col").value;
  const code = document.getElementById("code").checked;
  const arx = document.getElementById("arxiv").checked;
  let d = DATA.filter(r => (r.collections || []).length);
  if (q) d = d.filter(r => (r.title || "").toLowerCase().includes(q));
  if (col !== "all") d = d.filter(r => (r.collections || []).includes(col));
  if (code) d = d.filter(r => r.code);
  if (arx) d = d.filter(r => r.arxiv_id);
  return d.sort((a, b) => {
    let x = a[sortKey], y = b[sortKey];
    if (Array.isArray(x)) { x = x.join(); y = (y || []).join(); }
    if (typeof x === "number") return (x - y) * sortDir;
    return String(x ?? "").localeCompare(String(y ?? "")) * sortDir;
  });
}

function render() {
  const d = current();
  document.getElementById("count").textContent =
    d.length + " paper" + (d.length === 1 ? "" : "s");
  document.getElementById("rows").innerHTML = d.map(r => `
    <tr>
      <td><a href="${esc(r.url || (r.arxiv_id ? "https://arxiv.org/abs/" + r.arxiv_id : "#"))}"
             target="_blank" rel="noopener">${esc(r.title)}</a></td>
      <td class="hide-sm">${esc(r.venue)}</td>
      <td>${esc(r.date)}</td>
      <td class="num">${r.citations || 0}</td>
      <td class="num hide-sm">${r.github_stars || 0}</td>
      <td class="hide-sm">${(r.collections || []).map(c =>
        `<span class="tag t-${esc(c)}">${esc(c)}</span>`).join("")}</td>
      <td>${r.code ? `<a href="${esc(r.code)}" target="_blank" rel="noopener">code</a>` : ""}</td>
    </tr>`).join("");
}

["q", "col", "code", "arxiv"].forEach(id =>
  document.getElementById(id).addEventListener("input", render));

document.querySelectorAll("th[data-k]").forEach(th =>
  th.addEventListener("click", () => {
    const k = th.dataset.k;
    sortDir = sortKey === k ? -sortDir : (["citations", "github_stars"].includes(k) ? -1 : 1);
    sortKey = k;
    render();
  }));
</script>
</body>
</html>