简 历：
2024年11月 — 今：中科院计算所，高级工程师
2018年7月 — 2024年10月：中科院计算所，助理研究员
2010年9月 — 2018年6月：中国科学院大学，中科院计算所，博士生
2006年9月 — 2010年6月：哈尔滨工业大学，实验学院，本科
主要论著：
期刊文章:
[1] Jiang Y, Gao J, Shen H, et al. Zero-shot stance detection via multi-perspective contrastive learning with unlabeled data[J]. Information processing & management, 2023, 60(4): 103361.
[2] Ke W, Gao J, Shen H, et al. Incorporating explicit syntactic dependency for aspect level sentiment classification[J]. Neurocomputing, 2021, 456: 394-406.
[3] Cao Q, Shen H, Gao J, et al. Learning diffusion model-free and efficient influence function for influence maximization from information cascades[J]. Knowledge and Information Systems, 2021, 63(5): 1173-1196.
会议文章：
[1] Xu Y, Gao J, Yu X, et al. Training a Utility-based Retriever Through Shared Context Attribution for Retrieval-Augmented Language Models. EMNLP 2025.
[2] Xu Y, Gao J, Yu X, et al. Aliice: Evaluating positional fine-grained citation generation. NAACL 2025.
[3] Jiang Y, Gao J, Shen H, et al. Few-shot stance detection via target-aware prompt distillation. SIGIR 2022.
[4] Cao Q, Shen H, Liu Y, et al. PREP: Pre-training with temporal elapse inference for popularity prediction. WWW 2022 (short).
[5] Ke W, Gao J, Shen H, et al. Consistsum: Unsupervised opinion summarization with the consistency of aspect, sentiment and semantic. WSDM 2022.
[6] Zhao R, Gao J, Shen H, et al. Capturing SQL Query Overlapping via Subtree Copy for Cross-Domain Context-Dependent SQL Generation. PAKDD 2021.
[7] Ke W, Gao J, Shen H, et al. Semantic-Syntax Cascade Injection Model for Aspect Sentiment Triple Extraction. PAKDD 2021.
[8] Cao Q, Shen H, Gao J, et al. Popularity prediction on social platforms with coupled graph neural networks. WSDM 2020.
[1] Jiang Y, Gao J, Shen H, et al. Zero-shot stance detection via multi-perspective contrastive learning with unlabeled data[J]. Information processing & management, 2023, 60(4): 103361.
[2] Ke W, Gao J, Shen H, et al. Incorporating explicit syntactic dependency for aspect level sentiment classification[J]. Neurocomputing, 2021, 456: 394-406.
[3] Cao Q, Shen H, Gao J, et al. Learning diffusion model-free and efficient influence function for influence maximization from information cascades[J]. Knowledge and Information Systems, 2021, 63(5): 1173-1196.
会议文章：
[1] Xu Y, Gao J, Yu X, et al. Training a Utility-based Retriever Through Shared Context Attribution for Retrieval-Augmented Language Models. EMNLP 2025.
[2] Xu Y, Gao J, Yu X, et al. Aliice: Evaluating positional fine-grained citation generation. NAACL 2025.
[3] Jiang Y, Gao J, Shen H, et al. Few-shot stance detection via target-aware prompt distillation. SIGIR 2022.
[4] Cao Q, Shen H, Liu Y, et al. PREP: Pre-training with temporal elapse inference for popularity prediction. WWW 2022 (short).
[5] Ke W, Gao J, Shen H, et al. Consistsum: Unsupervised opinion summarization with the consistency of aspect, sentiment and semantic. WSDM 2022.
[6] Zhao R, Gao J, Shen H, et al. Capturing SQL Query Overlapping via Subtree Copy for Cross-Domain Context-Dependent SQL Generation. PAKDD 2021.
[7] Ke W, Gao J, Shen H, et al. Semantic-Syntax Cascade Injection Model for Aspect Sentiment Triple Extraction. PAKDD 2021.
[8] Cao Q, Shen H, Gao J, et al. Popularity prediction on social platforms with coupled graph neural networks. WSDM 2020.
科研项目：
[1] 国家自然科学基金青年基金项目：基于社交媒体的代表性民意调查方法研究，项目负责人；
[2] 国家重点研发计划课题：多模态内容倾向性分析与群体行为意图研判，子课题负责人
[2] 国家重点研发计划课题：多模态内容倾向性分析与群体行为意图研判，子课题负责人
高金华 高级工程师
研究方向：
所属部门：智能算法安全重点实验室、智能算法安全全国重点实验室
导师类别：
联系方式：gaojinhua@ict.ac.cn
个人网页：