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Yanghao Xiao

SIGIR 2026×2ICML 2026数据与预训练检索与知识强化学习与后训练效率与系统
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一作贡献40
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方向广度11
合作网络12
1 一作 · 3 篇 · SIGIR 2026 / ICML 2026

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2026 顶会论文

3
作者位次 #2/8SIGIR 2026Oral· Information Retrieval (Full)

Optimizing Marketing Subsidies via Counterfactual Learning with Asymmetric Reward Function

Xiang Li · Yanghao Xiao · Chunyuan Zheng · Qian Zou · Cheng Bing · Shuai Chen · Haoxuan Li · Zhouchen Lin

摘要

In marketing, optimizing subsidy allocation to maximize overall profits is of substantial economic importance. Prior research has employed treatment effect estimation techniques to identify subsidy-sensitive items and design corresponding allocation strategies. However, more accurate treatment ef...

检索与知识数据与预训练OpenReview
一作SIGIR 2026Oral· Information Retrieval (Full)

Debiased Recommendation Beyond the Positive Propensity Assumption

Yanghao Xiao · Eric Wang · Xiang Li · Qian Zou · Cheng Bing · Shuai Chen · Haoxuan Li · Zhouchen Lin

摘要

Post-click conversion rate (CVR) prediction is a central task in recommender systems, yet selection bias creates a severe distributional gap between the clicked training samples and the entire inference space. To address selection bias, propensity-based methods such as inverse propensity scoring...

效率与系统数据与预训练检索与知识OpenReview

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