{"id":304,"date":"2026-03-15T15:12:57","date_gmt":"2026-03-15T07:12:57","guid":{"rendered":"https:\/\/blog.zeronely.cn\/?p=304"},"modified":"2026-03-15T15:12:59","modified_gmt":"2026-03-15T07:12:59","slug":"%e6%96%b0%e7%9a%84%e6%80%9d%e8%80%83","status":"publish","type":"post","link":"https:\/\/blog.zeronely.cn\/index.php\/2026\/03\/15\/%e6%96%b0%e7%9a%84%e6%80%9d%e8%80%83\/","title":{"rendered":"\u65b0\u7684\u601d\u8003"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li>\u4e8b\u4ef6\u56fe\/GNN\/\u5b50\u56fe\u68c0\u7d22\u672c\u8eab\u201d\u5df2\u7ecf\u4e0d\u591f\u5f53\u4e3b\u521b\u65b0<\/li>\n<\/ul>\n\n\n\n<p>2024 \u7684\u591a\u5bf9\u8c61\u4e8b\u4ef6\u56fe\u8868\u793a\u5b66\u4e60 CLanG<br>2025 \u7684 event-graph \u53ef\u89e3\u91ca\u63a8\u7406 ENTER<br>2026 \u7684 GraphThinker<br>event-graph thing<br>\u6216\u8005\u628a\u4e8b\u4ef6\u56fe\u5f53\u6210\u957f\u89c6\u9891\u8bed\u4e49\u538b\u7f29\u7684\u63a5\u53e3 SEG preprint<\/p>\n\n\n\n<p>\u663e\u5f0f\u7684\u4e8b\u4ef6\u94fe\u50cf\u662f\u57fa\u7840\u8bbe\u65bd\uff0c\u4e0d\u8db3\u4ee5\u4f5c\u4e3a\u65b0\u8bba\u6587\u7684\u4e3b\u8981\u521b\u65b0\uff1f<\/p>\n\n\n\n<p>\u8fd1\u5e74\u7684\u65b0\u65b9\u5411<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>agentic video reasoning<\/strong>\uff1aLVAgent \u628a\u957f\u89c6\u9891\u7406\u89e3\u505a\u6210 selection\u2013perception\u2013action\u2013reflection \u7684\u52a8\u6001\u534f\u4f5c\uff0cVideoMind \u7528 planner \/ grounder \/ verifier \/ answerer \u7684\u89d2\u8272\u5316\u6d41\u7a0b\uff0cVideoMultiAgents \u76f4\u63a5\u628a\u89c6\u89c9\u3001\u573a\u666f\u56fe\u3001\u6587\u672c agent \u4ea4\u7ed9 organizer \u534f\u8c03\uff0cSTAR \u548c VITAL \u53c8\u628a\u5de5\u5177\u8c03\u7528\u987a\u5e8f\u548c\u65f6\u7a7a\u68c0\u7d22\u8c03\u5ea6\u505a\u6210\u4e86\u6838\u5fc3\u673a\u5236\uff0c\u7c7b\u4f3c\u4e8e\uff0c<strong>\u4ec0\u4e48\u65f6\u5019\u770b\u54ea\u6bb5\u3001\u8c03\u7528\u54ea\u4e2a\u4e13\u5bb6\u3001\u5982\u4f55\u9a8c\u8bc1<\/strong><\/li>\n\n\n\n<li><strong>\u957f\u89c6\u9891\u8bb0\u5fc6\u4e0e\u68c0\u7d22<\/strong>\u3002LongVideoBench\u3001Video-MME\u3001MLVU\u3001LVBench \u90fd\u5728\u5f3a\u8c03\uff1a\u957f\u4e0a\u4e0b\u6587\u3001\u957f\u65f6\u5e8f\u3001\u8de8\u7247\u6bb5\u4f9d\u8d56\u6b63\u5728\u6210\u4e3a\u65b0\u6218\u573a\uff1b\u800c MemVid\u3001LVNet \u8fd9\u7c7b\u65b9\u6cd5\u8bf4\u660e\uff0c\u6027\u80fd\u4e0d\u53ea\u662f\u6a21\u578b\u5927\u5c0f\u95ee\u9898\uff0c\u8fd8\u9ad8\u5ea6\u4f9d\u8d56\u8bb0\u5fc6\u7ec4\u7ec7\u3001\u5173\u952e\u7247\u6bb5\u9009\u62e9\u3001\u68c0\u7d22\u7b56\u7565\u3002\uff08\u548c\u6700\u8fd1\u7ec4\u91cc\u53d1\u7684\u90a3\u7bc7\u65b9\u5411\u8fd1\u4f3c\uff09<br>\u4e8b\u4ef6\u94fe\u6216\u8bb8\u53ef\u4ee5\u5347\u7ea7\u4e3a\u5171\u4eab\u4e8b\u4ef6\u8bb0\u5fc6\uff1f<\/li>\n\n\n\n<li><strong>\u8fc7\u7a0b\u7ea7\u76d1\u7763\/\u9a8c\u8bc1\u4e0e\u53bb\u504f\u8bc4\u6d4b<\/strong>\u3002MINERVA \u63d0\u4f9b\u4e86\u624b\u5de5 reasoning traces\uff0cVRBench \u652f\u6301\u8fc7\u7a0b\u4e0e\u7ed3\u679c\u53cc\u5c42\u8bc4\u6d4b\uff0cVIPER \u751a\u81f3\u63d0\u51fa\u4e86 process-outcome consistency\uff1b\u4e0e\u6b64\u540c\u65f6\uff0cGroundAttack \u8bf4\u660e\u591a\u9009 VideoQA \u91cc\u786e\u5b9e\u5b58\u5728 easy-option bias\uff0cReXTime \u5219\u4e13\u95e8\u8003\u5bdf\u8de8\u65f6\u95f4\u6bb5\u7684\u56e0\u679c\/\u65f6\u5e8f\u63a8\u7406\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u8fd1\u5e74\u7684\u8bba\u6587\u4e0d\u592a\u6ee1\u8db3\u4e8e\u201caccuracy \u63d0\u9ad8\u4e86\u201d\uff0c\u800c\u66f4\u5173\u5fc3\u8fc7\u7a0b\u5bf9\u4e0d\u5bf9\u3001\u8bc1\u636e\u6709\u6ca1\u6709\u771f\u7684\u843d\u5230\u89c6\u9891\u4e0a\u3001\u6a21\u578b\u662f\u4e0d\u662f\u5728\u5403 benchmark \u504f\u7f6e\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u9898\u76ee\u5347\u7ea7\u6210<br><strong>\u57fa\u4e8e\u53ef\u8c03\u5ea6\u591a\u667a\u80fd\u4f53\u4e0e\u5171\u4eab\u4e8b\u4ef6\u8bb0\u5fc6\u7684\u8de8\u6a21\u6001\u89c6\u9891\u56e0\u679c\u2013\u65f6\u5e8f\u63a8\u7406<\/strong><\/p>\n\n\n\n<p>\u628a\u4e8b\u4ef6\u94fe\u6539\u6210\u201c<strong>\u5171\u4eab\u5de5\u4f5c\u53f0\/\u5171\u4eab\u8bb0\u5fc6<\/strong>\u201d<br>\u4e0d\u540c agent \u5728\u4e0a\u9762\u505a temporal grounding\u3001causal linking\u3001counterfactual simulation \u548c answer verification<\/p>\n\n\n\n<p>\u591a\u6b21\u548cai\u4ea4\u6d41\u540e\uff0c\u611f\u89c9\u53ef\u80fd\u6bd4\u8f83\u9760\u8c31\u7684\u7ed3\u6784\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5171\u4eab\u4e8b\u4ef6\u8bb0\u5fc6\uff08\u4fdd\u7559\u539f\u4e3b\u4f53\uff09<\/strong><br>\u5148\u628a\u89c6\u9891\u5207\u6210\u4e8b\u4ef6\u5355\u5143\uff0c\u5efa\u7acb\u5c42\u6b21\u5316 event memory\uff1aclip -> event -> sub-event\uff0c\u6bcf\u4e2a\u8282\u70b9\u5e26\u65f6\u95f4\u6233\u3001\u89c6\u89c9\u7279\u5f81\u3001\u6587\u672c\u63cf\u8ff0\u3001\u5bf9\u8c61\u4ea4\u4e92\u548c\u7f6e\u4fe1\u5ea6\uff1b\u8fb9\u5305\u62ec temporal\u3001causal\u3001support-to-option\u3002\u539f\u6765\u7684\u4e8b\u4ef6\u94fe\/\u4e8b\u4ef6\u56fe\u4e3b\u4f53\u5c31\u653e\u5728\u8fd9\u91cc\uff0c\u4f46\u89d2\u8272\u4ece\u201c\u6700\u7ec8\u63a8\u7406\u5668\u201d\u53d8\u6210\u201c\u7ed3\u6784\u5316\u8bb0\u5fc6\u5c42\u201d\u3002\u8fd9\u4e00\u6b65\u548c ENTER \/ MECD+ \/ SEG \u7684\u601d\u8def\u6709\u4eb2\u7f18\u6027\uff0c\u4f46\u91cd\u70b9\u4e0d\u662f\u5355\u7eaf\u5efa\u56fe\uff0c\u800c\u662f\u628a\u5b83\u505a\u6210\u540e\u7eed agent \u53ef\u8bfb\u5199\u7684\u5171\u4eab\u72b6\u6001\u3002<\/li>\n\n\n\n<li><strong>\u8c03\u5ea6\u5668 \/ Organizer\uff08\u8fd9\u662f\u4e3b\u521b\u65b0\uff09<\/strong><br>\u7ed9\u95ee\u9898\u5148\u505a\u9898\u578b\u8bc6\u522b\u548c\u4e0d\u786e\u5b9a\u5ea6\u4f30\u8ba1\uff0c\u7136\u540e\u8ba9 scheduler \u51b3\u5b9a\u8c03\u7528\u54ea\u4e9b agent\u3001\u6309\u4ec0\u4e48\u987a\u5e8f\u8c03\u7528\u3001\u770b\u591a\u5c11\u7247\u6bb5\u3001\u82b1\u591a\u5c11\u9884\u7b97\u3002\u6bd4\u5982 description \u7c7b\u95ee\u9898\u53ea\u8d70 grounder + answerer\uff1bexplanation\/causal \u7c7b\u95ee\u9898\u8d70 grounder + causal linker + verifier\uff1bcounterfactual\/prediction \u518d\u52a0 simulator\u3002\u8fd9\u6837\u505a\u7684\u662f\u89d2\u8272\u5206\u5de5 + \u8c03\u5ea6\uff0c\u4e0d\u662f\u7b80\u5355\u8ba9 3 \u4e2a\u540c\u6784 LLM \u4e89\u8bba\u3002<\/li>\n\n\n\n<li><strong>\u89d2\u8272\u5316 agents\uff08\u4e0d\u505a\u540c\u6784 debate\uff09<\/strong><br>\u6700\u5c11\u653e\u56db\u4e2a\uff1a\n<ul class=\"wp-block-list\">\n<li>Temporal Grounder\uff1a\u5b9a\u4f4d\u76f8\u5173\u65f6\u6bb5<\/li>\n\n\n\n<li>Causal Linker\uff1a\u5728\u4e8b\u4ef6\u8bb0\u5fc6\u4e0a\u62bd\u5173\u952e\u56e0\u679c\u94fe<\/li>\n\n\n\n<li>State \/ Object Tracker\uff1a\u8865\u5145\u5bf9\u8c61\u72b6\u6001\u53d8\u5316\u3001\u7ec6\u7c92\u5ea6\u4ea4\u4e92<\/li>\n\n\n\n<li>Verifier\uff1a\u68c0\u67e5\u201c\u8bc1\u636e\u94fe\u662f\u5426\u771f\u7684\u652f\u6301\u7b54\u6848\u201d<br>\u8fd9\u7c7b\u89d2\u8272\u5316\u8bbe\u8ba1\u6bd4 generic MAD \u66f4\u7a33\u30022025 \u7684\u7cfb\u7edf\u8bc4\u4f30\u8868\u660e\uff0c\u540c\u6784 multi-agent debate \u5f80\u5f80\u5e76\u4e0d\u80fd\u7a33\u5b9a\u80dc\u8fc7\u7b80\u5355 CoT \/ self-consistency\uff0c\u771f\u6b63\u66f4\u5173\u952e\u7684\u662f\u5f02\u6784\u6027\u548c\u89d2\u8272\u5dee\u5f02\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u9a8c\u8bc1\u5668\u9a71\u52a8\u7684\u8fc7\u7a0b\u4e00\u81f4\u6027\uff08\u7b2c\u4e8c\u4e2a\u521b\u65b0\u70b9\uff09<\/strong><br>verifier \u4e0d\u53ea\u5224\u7b54\u6848\u5bf9\u9519\uff0c\u800c\u8981\u5224\u4e09\u4ef6\u4e8b\uff1a\u5173\u952e\u94fe\u662f\u5426\u8986\u76d6\u5230\u6b63\u786e\u65f6\u95f4\u6bb5\u94fe\u6761\u91cc\u7684\u56e0\u679c\/\u65f6\u5e8f\u5173\u7cfb\u662f\u5426\u81ea\u6d3d\u5220\u9664\u5173\u952e\u4e8b\u4ef6\u540e\uff0c\u7b54\u6848\u662f\u5426\u5e94\u53d1\u751f\u53d8\u5316<br>\u8fd9\u5176\u5b9e\u662f\u628a\u539f\u6765\u7684 intervention consistency \u5347\u7ea7\u6210process-aware verification\u3002\u8bad\u7ec3\u65f6\u53ef\u4ee5\u52a0 L_ans + L_edge + L_sched + L_verify + L_cf + L_cost\uff0c\u5176\u4e2d L_cost \u7ea6\u675f agent \u8c03\u7528\u6b21\u6570\u548c\u770b\u7247\u9884\u7b97\uff0c\u4fdd\u8bc1\u201c\u8c03\u5ea6\u201d\u662f\u771f\u6b63\u6709\u4ef7\u503c\u7684\uff0c\u800c\u4e0d\u662f\u65e0\u9650\u5806\u7b97\u529b\u3002\u8fd9\u4e2a\u65b9\u5411\u548c VerIPO\u3001MINERVA\u3001VIPER \u7684\u60f3\u6cd5\u4e00\u81f4\u3002<\/li>\n\n\n\n<li><strong>\u53ef\u9009\u84b8\u998f\uff08\u7b2c\u4e09\u4e2a\u5c0f\u521b\u65b0\uff0c\u53ef\u505a\u53ef\u4e0d\u505a\uff09<\/strong><br>\u4e00\u4e2a\u5f88\u9002\u5408\u671f\u520a\u53d9\u4e8b\u7684\u505a\u6cd5\u662f\uff1a\u7528\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u4ea7\u751f\u9ad8\u8d28\u91cf schedule \/ chain \/ verification traces\uff0c\u518d\u628a\u5b83\u4eec\u84b8\u998f\u7ed9\u4e00\u4e2a\u66f4\u5c0f\u7684 student\u3002\u8fd9\u6837\u6700\u7ec8\u63a8\u7406\u4e3b\u4f53\u4ecd\u7136\u662f\u8f7b\u91cf\u6a21\u578b\uff0c\u4f46\u8bad\u7ec3\u4fe1\u53f7\u6765\u81ea agent teacher\u3002AoTD \u5df2\u7ecf\u8bc1\u660e\u201cagent-based reasoning chain -> \u5355\u6a21\u578b\u84b8\u998f\u201d\u5728 video-LLM \u4e0a\u662f\u53ef\u884c\u65b9\u5411\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5173\u4e8e\u4e3a\u4ec0\u4e48\u4fdd\u7559\u4e8b\u4ef6\u94fe\uff0c\u76ee\u524d\u6bd5\u8bbe\u9898\u76ee\u662f\u4e8b\u4ef6\u94fe\uff0c\u9700\u8981\u4fdd\u8bc1\u6bd5\u8bbe\u7684\u5b8c\u6210\u3002<\/p>\n\n\n\n<p>\u56e0\u6b64\u5f53\u524d\u8ba1\u5212\uff1a<br>\u5148\u8dd1\u901a\u6700\u57fa\u51c6\u7684baseline\uff0c\u7136\u540e\u6309\u7167\u4e4b\u524d\u770b\u5f97mecd+\u90a3\u4e2a\u8bba\u6587\u6784\u5efa\u597d\u56e0\u679c\u8fb9<br>\u4e4b\u540e\u518d\u52a0\u4e00\u5c42\u591a\u667a\u80fd\u4f53\u8c03\u5ea6\u7528\u6765\u56de\u7b54\u95ee\u9898\uff0c\u5177\u4f53\u591a\u667a\u80fd\u4f53\u7684\u5177\u4f53\u7ec4\u7ec7\u65b9\u5f0f\u4e4b\u540e\u8fdb\u4e00\u6b65\u8c03\u7814\u3002<\/p>\n\n\n\n<p>CUDA_VISIBLE_DEVICES=0 torchrun &#8211;rdzv_endpoint 127.0.0.1:1234 &#8211;nproc_per_node 1&nbsp;<a href=\"http:\/\/eval.py\/\">eval.py<\/a>&nbsp;&#8211;model 7B &#8211;max_seq_len 128 &#8211;batch_size 8 &#8211;epochs 5 &#8211;warmup_epochs 2 &#8211;bias 3.5 &#8211;tau 100. &#8211;max_feats 10 &#8211;dataset nextqa &#8211;blr 9e-2 &#8211;weight_decay 0.14 &#8211;output_dir .\/output\/nextqa_eval &#8211;accum_iter 2 &#8211;vaq &#8211;qav &#8211;resume .\/checkpoint\/nextqa.pth<\/p>\n\n\n\n<p>CUDA_VISIBLE_DEVICES=0<br>torchrun &#8211;rdzv_endpoint 127.0.0.1:1234 &#8211;nproc_per_node 1&nbsp;<a href=\"http:\/\/eval.py\/\">eval.py<\/a><br>&#8211;model 7B<br>&#8211;max_seq_len 384<br>&#8211;batch_size 2<br>&#8211;epochs 5<br>&#8211;warmup_epochs 2<br>&#8211;bias 3<br>&#8211;tau 100.<br>&#8211;max_feats 10<br>&#8211;dataset dramaqa<br>&#8211;blr 9e-2<br>&#8211;weight_decay 0.10<br>&#8211;output_dir .\/output\/dramaqa_eval<br>&#8211;accum_iter 8<br>&#8211;vaq &#8211;qav<br>&#8211;resume .\/checkpoint\/dramaqa.pth<\/p>\n\n\n\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' 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