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Add arXiv/HF links, author homepages, and fix figure sizing
Add arXiv and Hugging Face Daily Paper buttons to the nav, hyperlink the Sunqi Fan, Meng-Hao Guo and Shuojin Yang author homepages, and constrain figures with per-type max-width so they stay centered and appropriately sized on wide screens. Co-authored-by: Cursor <cursoragent@cursor.com>
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index.html

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@@ -21,11 +21,11 @@ <h1 class="title">Bridging VideoQA and Video-Guided Agentic Tasks via Generalize
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<p class="subtitle">Introducing <span class="acronym">VG-GUI-Bench</span> &mdash; a video-guided GUI agent benchmark &mdash; and <span class="acronym">TASKER</span>, a task-driven and scene-aware keyframe search algorithm.</p>
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<div class="authors">
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<span class="author">Sunqi Fan<sup>1</sup></span>
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<span class="author"><a href="https://fansunqi.github.io/" target="_blank" rel="noopener">Sunqi Fan</a><sup>1</sup></span>
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<span class="author">Qingle Liu<sup>1</sup></span>
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<span class="author">Runqi Yin<sup>1</sup></span>
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<span class="author">Meng-Hao Guo<sup>1</sup></span>
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<span class="author">Shuojin Yang<sup>1,&#9993;</sup></span>
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<span class="author"><a href="https://menghaoguo.github.io/" target="_blank" rel="noopener">Meng-Hao Guo</a><sup>1</sup></span>
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<span class="author"><a href="https://www.cs.tsinghua.edu.cn/csen//info/1308/4660.htm" target="_blank" rel="noopener">Shuojin Yang</a><sup>1,&#9993;</sup></span>
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</div>
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<div class="affiliations"><sup>1</sup>Tsinghua University, Beijing, China</div>
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<p class="email">&#9993; Corresponding author</p>
@@ -35,6 +35,14 @@ <h1 class="title">Bridging VideoQA and Video-Guided Agentic Tasks via Generalize
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<svg viewBox="0 0 24 24" fill="currentColor"><path d="M6 2a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V8l-6-6H6zm7 1.5L18.5 9H13V3.5zM8 13h8v2H8v-2zm0 4h8v2H8v-2z"/></svg>
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Paper
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</a>
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<a class="btn ghost" href="https://arxiv.org/abs/2606.29445" target="_blank" rel="noopener">
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<svg viewBox="0 0 24 24" fill="currentColor"><path d="M3 4h18v2H3V4zm0 5h18v2H3V9zm0 5h12v2H3v-2zm0 5h12v2H3v-2z"/></svg>
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arXiv
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</a>
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<a class="btn ghost" href="https://huggingface.co/papers/2606.29445" target="_blank" rel="noopener">
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<svg viewBox="0 0 24 24" fill="currentColor"><path d="M12 2C6.5 2 2 6.5 2 12s4.5 10 10 10 10-4.5 10-10S17.5 2 12 2zM8.5 9.5a1.3 1.3 0 1 1 0 2.6 1.3 1.3 0 0 1 0-2.6zm7 0a1.3 1.3 0 1 1 0 2.6 1.3 1.3 0 0 1 0-2.6zM12 18c-2.3 0-4.2-1.4-5-3.4-.2-.5.1-1 .6-1.1.2 0 .4 0 .5.1.9.6 2.4 1.4 3.9 1.4s3-.8 3.9-1.4c.4-.3 1-.2 1.2.3.1.2.1.4 0 .6-.9 2-2.8 3.5-5.1 3.5z"/></svg>
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HF Daily Paper
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</a>
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<a class="btn ghost" href="https://github.com/VG-GUI-TASKER/VG-GUI-TASKER" target="_blank" rel="noopener">
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<svg viewBox="0 0 24 24" fill="currentColor"><path d="M12 .5C5.7.5.5 5.7.5 12c0 5.1 3.3 9.4 7.9 10.9.6.1.8-.3.8-.6v-2c-3.2.7-3.9-1.5-3.9-1.5-.5-1.3-1.3-1.7-1.3-1.7-1.1-.7.1-.7.1-.7 1.2.1 1.8 1.2 1.8 1.2 1 1.8 2.7 1.3 3.4 1 .1-.8.4-1.3.8-1.6-2.6-.3-5.3-1.3-5.3-5.7 0-1.3.5-2.3 1.2-3.1-.1-.3-.5-1.5.1-3.1 0 0 1-.3 3.3 1.2a11.4 11.4 0 0 1 6 0c2.3-1.5 3.3-1.2 3.3-1.2.6 1.6.2 2.8.1 3.1.8.8 1.2 1.8 1.2 3.1 0 4.4-2.7 5.4-5.3 5.7.4.4.8 1.1.8 2.2v3.3c0 .3.2.7.8.6 4.6-1.5 7.9-5.8 7.9-10.9C23.5 5.7 18.3.5 12 .5z"/></svg>
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Code
@@ -55,7 +63,7 @@ <h1 class="title">Bridging VideoQA and Video-Guided Agentic Tasks via Generalize
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<!-- Teaser / Motivation -->
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<section class="section">
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<div class="container">
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<figure class="figure plain">
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<figure class="figure plain wide">
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<img src="assets/motivation.png" alt="Two progressive levels of video understanding: low-level VideoQA and high-level video-guided agentic tasks." />
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<figcaption>
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We advance video understanding from the <strong>low-level VideoQA</strong> paradigm toward the
@@ -127,7 +135,7 @@ <h2>VG-GUI-Bench</h2>
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A dedicated benchmark for evaluating MLLM-based GUI agents on long-horizon tasks guided by video tutorials,
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built upon the MONDAY dataset.
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</p>
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<figure class="figure">
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<figure class="figure wide">
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<img src="assets/VG-GUI-Bench.png" alt="Overview of the VG-GUI-Bench benchmark: pipeline, action space, and metrics." />
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<figcaption>Overview of VG-GUI-Bench: the benchmark pipeline, the standardized action space, and the evaluation metrics with their formulas.</figcaption>
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</figure>
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segments (nodes), and an MLLM evaluates cost functions and termination confidence to decide which segments to
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expand &mdash; selecting a compact yet informative set of keyframes.
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</p>
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<figure class="figure">
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<figure class="figure tall">
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<img src="assets/TASKER.png" alt="Illustration of TASKER's cost function evaluation and node expansion steps." />
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<figcaption>
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TASKER's cost-function evaluation and node-expansion steps. The <strong>GBFS</strong> variant evaluates

style.css

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max-width: 760px;
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}
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.author sup { color: var(--accent); }
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.author a {
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color: inherit;
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border-bottom: 1px solid transparent;
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transition: color 0.15s ease, border-color 0.15s ease;
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}
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.author a:hover {
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color: var(--accent);
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border-color: var(--accent);
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text-decoration: none;
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}
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.corresponding { color: var(--muted); }
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.affiliations {
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h3 { font-size: 1.2rem; font-weight: 700; margin: 28px 0 12px; }
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/* ---------- Figures ---------- */
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.figure { margin: 0 auto; text-align: center; }
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.figure {
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margin: 0 auto;
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text-align: center;
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max-width: 820px;
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}
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.figure img {
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display: block;
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width: 100%;
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max-width: 100%;
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height: auto;
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margin: 0 auto;
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border-radius: var(--radius);
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border: 1px solid var(--border);
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box-shadow: var(--shadow);
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margin-top: 14px;
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color: var(--muted);
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font-size: 0.9rem;
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max-width: 860px;
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max-width: 720px;
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margin-left: auto;
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margin-right: auto;
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}
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.figure.small { max-width: 560px; }
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/* Wide, short figures (panels laid out horizontally) */
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.figure.wide { max-width: 960px; }
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/* Tall / detailed figures kept narrower so they don't dominate */
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.figure.tall { max-width: 680px; }
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.figure.small { max-width: 480px; }
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/* ---------- Abstract ---------- */
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.abstract p { font-size: 1.05rem; }

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