AoH page image sources
Every image displayed by site/index.html is rendered from an original paper
figure or a user-provided paper asset:
aoh-introduction.png←spetrum-attention-scores.pdfaoh-observation.png←Qwen3-8B-block4_er_attention_behavior_qwen_8k64k_3metrics_compact_v2.pdfaoh-attention-distance.png←Analysis-of-ER-Attention_Distribution_Patterns_new.pdfaoh-passkey.png←Passkey_Retrieval_Accuracy_under_Head_to_Streaming_Ablation.pdfaoh-accuracy.png←/Users/yangxiansen/Downloads/llama31_sparsity_vs_accuracy.pdfaoh-efficiency.png←llama_efficiency_256K.pdfaoh-efficiency-table.png← user-provided paper table screenshotaoh-ablation.png←aoh_ablation.pdfaoh-traditional-schematic-original.png←aoh_vs_traditional_schematic.pdfaoh-duoattention-original.png←aoh_vs_duoattention.pdfaoh-main-results.png← Table 4 rendered and cropped from page 9 of../latex/acl_latex.pdfict-logo.png← user-provided/Users/yangxiansen/Desktop/ict_logo.pngucas-logo.png← user-provided/Users/yangxiansen/Desktop/ucas_logo.pngwenxin-logo.png← user-provided/Users/yangxiansen/Desktop/wenxin_logo.png
The PNGs are browser-ready renderings of those original paper figures; their content was not redrawn or replaced with template imagery.