跨模态事理图谱构建；

基于图模型的检索增强；

情感分析与智能计算系统

   

081002-信号与信息处理

知识图谱，视觉语言学习，智能计算系统

2012-08--2017-10   清华大学   工学博士
2008-09--2012-07   西安电子科技大学   工学学士

   

2020-11~现在, 中国科学院空天信息创新研究院, 副研究员
2019-07~2020-10,中国科学院空天信息创新研究院, 助理研究员
2017-10~2019-06,中国科学院电子学研究所, 助理研究员

2023-08-09-今,CCF多媒体专委会执行委员,
2023-06-09-今,CIPS情感计算专委会委员,
2023-02-28-今,CIPS青年工作委员会委员,
2023-01-01-今,CIPS语言与知识计算专委会委员,

   

（1） 2024年度CICC科技进步奖, 一等奖, 其他, 2024
（2） 第8届数据挖掘与大数据国际会议最佳论文, 其他, 2023
（3） 第3届计算健康国家会议最佳学生论文, 其他, 2014

（ 1 ） 立场分析模型训练方法、立场分析方法、装置及设备, 发明专利, 2025, 第 1 作者, 专利号: CN114970556B

（ 2 ） 虚假信息检测方法、装置、设备及介质, 发明专利, 2025, 第 3 作者, 专利号: CN114579876B

（ 3 ） 软组织无网格形变建模方法、装置、设备及介质, 发明专利, 2025, 第 2 作者, 专利号: CN119203275B

（ 4 ） 基于大语言模型的域适应图查询语言生成方法及装置, 发明专利, 2025, 第 3 作者, 专利号: CN119149785B

（ 5 ） 基于思维树引导的大模型目标空间关系确定方法及装置, 发明专利, 2025, 第 2 作者, 专利号: CN119128222B

（ 6 ） 一种智库知识推荐的方法、装置、设备及介质, 发明专利, 2025, 第 5 作者, 专利号: CN114707068B

（ 7 ） 低资源跨语言实体链接方法、装置、电子设备及存储介质, 发明专利, 2025, 第 3 作者, 专利号: CN115114920B

（ 8 ） 文本摘要生成模型训练方法、相关设备及可读存储介质, 发明专利, 2025, 第 4 作者, 专利号: CN114756674B

（ 9 ） 一种基于问答模式的事件抽取方法、装置和设备, 发明专利, 2025, 第 3 作者, 专利号: CN114661881B

（ 10 ） 虚假新闻判别模型的训练方法、虚假新闻判别方法及装置, 发明专利, 2024, 第 3 作者, 专利号: CN114579878B

（ 11 ） 情感分析方法、电子设备及计算机可读存储介质, 发明专利, 2024, 第 1 作者, 专利号: CN114912459B

（ 12 ） 布局力导向图的方法、装置、设备和介质, 发明专利, 2024, 第 1 作者, 专利号: CN117058305B

（ 13 ） 文本的情感倾向性分析方法、装置、设备及介质, 发明专利, 2024, 第 1 作者, 专利号: CN114691836B

（ 14 ） 基于注意力机制挖掘目标实体的方法及装置, 发明专利, 2024, 第 3 作者, 专利号: CN114626379B

（ 15 ） 基于基础模型的思维图推理方法、装置、设备及介质, 发明专利, 2024, 第 5 作者, 专利号: CN117744797B

（ 16 ） 思维图提示增强的基础模型任务分解与调度方法及装置, 发明专利, 2024, 第 4 作者, 专利号: CN117370638B

（ 17 ） 跨社交网络的群体感知与立场分析方法、系统和电子设备, 发明专利, 2023, 第 2 作者, 专利号: CN116049695B

（ 18 ） 一种基于多层级图网络的事件联合抽取方法及装置, 发明专利, 2021, 第 5 作者, 专利号: CN112632230B

[1] 智能网格关联计算系统，第4作者，2025SR1753732

[2] 多维知识关联检索智能系统，第4作者，2025SR1754361

[3] 跨空间多模态实体信息管理与分析平台，第4作者，2025SR1722144

[4] 档案智能管理平台，第1作者，2025SR1722205

[5] 赛博知识图谱构建系统，第3作者，2024SR0218053

[6] 综合信息平台文档标注管理系统，第5作者，2024SR0692858

[7] 深度伪造信息智能检测分析系统，第3作者，2025SR1716983

（1） Consistency and Invariance Guided Multi-View Hypergraph Learning for Robust Hyperedge Prediction, ACM Transactions on Knowledge Discovery from Data, 2026, 第 2 作者  通讯作者
（2） Rectify Evaluation Preference: Improving LLMs' Critique on Math Reasoning via Perplexity-aware Reinforcement Learning, The Fortieth AAAI Conference on Artificial Intelligence, 2026, 第 6 作者  通讯作者
（3） U-MERE: Unconstrained Multimodal Entity and Relation Extraction with Collaborative Modeling and Order-Sensitive Optimization, Proceedings of the 33rd ACM Multimedia, 2025, 第 2 作者  通讯作者
（4） TimeWeaver: Orchestrating Narrative Order via Temporal Mixture-of-Experts Integrated Event-order Bidirectional Pretraining and Multi-granular Reward Reinforcement Learning, Electronics, 2025, 第 4 作者  通讯作者
（5） Dual-Center Graph Clustering with Neighbor Distribution, Proceedings of  the 28th European Conference on Artificial Intelligence, 2025, 第 4 作者
（6） Dynamic Community Detection-Driven Framework for Collaborative Planning and Adaptive Control of UAV Swarms, International Journal of Robotics and Automation, 2025, 第 3 作者
（7） Automated Community Detection of Biomedical Composite Networks Across Network Embedding and Dynamic Optimisation, Computer Methods and Programs in Biomedicine, 2025, 第 4 作者
（8） Graph Collaborative Guided Session-based Recommendation, International Journal of Robotics and Automation, 2025, 第 4 作者
（9） PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning, Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL), 2025, 第 4 作者  通讯作者
（10） P2Net: Parallel Pointer-based Network for Key Information Extraction with Complex Layouts, Findings of the Association for Computational Linguistics (ACL), 2025, 第 9 作者
（11） How to Learn New Knowledge: A Multimodal Contrastive Learning Framework for Open-World Knowledge Graph Completion, Applied Intelligence, 2025, 第 5 作者
（12） Flexible Optimal Transport with Contrastive Graphical Modeling For Multimodal Hate Detection, IEEE Transactions on Multimedia, 2025, 第 2 作者  通讯作者
（13） HyperMixer: Specializable Hypergraph Channel Mixing for Long-term Multivariate Time Series Forecasting, The Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025, 第 8 作者  通讯作者
（14） GOME: Grounding-based Metaphor Binding With Conceptual Elaboration For Figurative Language Illustration, Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024, 第 3 作者  通讯作者
（15） Rethinking the Reversal Curse of LLMs: a Prescription from Human Knowledge Reversal, Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024, 第 2 作者
（16） Multimodal Cross-lingual Summarization for Videos: A Revisit in Knowledge Distillation Induced Triple-stage Training Method, Transactions on Pattern Analysis and Machine Intelligence, 2024, 第 8 作者
（17） Video Event Extraction with Multi-View Interaction Knowledge Distillation, The Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024, 第 3 作者  通讯作者
（18） CAMEL: Capturing Metaphorical Alignment with Context Disentangling for Multimodal Emotion Recognition, The Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024, 第 2 作者  通讯作者
（19） Relation-aware Multi-pass Comparison Deconfounded Network for Change Captioning, IEEE Transactions on Circuits and Systems for Video Technology, 2024, 第 2 作者  通讯作者
（20） Bleeding simulation with stepless adaptive particles for surgical simulation systems, Computer Methods and Programs in Biomedicine, 2024, 第 3 作者
（21） COT: A Generative Approach for Hate Speech Counter-Narratives via Contrastive Optimal Transport, IEEE Transactions on Emerging Topics in Computational Intelligence, 2024, 第 2 作者  通讯作者
（22） Graph-Enhanced Context Aware Framework for Session-based Recommendation, Neurocomputing, 2024, 第 6 作者
（23） RAIN: Reconstructed-Aware In-context Enhancement with Graph Denoisng for Session-based Recommendation, Neural Networks, 2024, 第 4 作者
（24） Chain-of-Specificity: Enhancing Task-Specific Constraint Adherence in Large Language Models, Proceedings of the 31st International Conference on Computational Linguistics (COLING), 2024, 第 5 作者
（25） MERGE: A modal equilibrium relational graph framework for multi-modal knowledge graph completion, Sensors, 2024, 第 4 作者  通讯作者
（26） TOT: Topology-Aware Optimal Transport For Multimodal Hate Detection, The Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023, 第 2 作者  通讯作者
（27） Implicit Event Argument Extraction with Argument-argument Relational Knowledge, IEEE Transactions on Knowledge and Data Engineering, 2023, 第 4 作者
（28） KEPT: Knowledge Enhanced Prompt Tuning for Event Causality Identification, Knowledge-Based Systems, 2023, 第 4 作者
（29） PEKD: Joint Prompt-tuning and Ensemble Knowledge Distillation Framework for Causal Event Detection from Biomedical Literature, The Eighth International Conference on Data Mining and Big Data, 2023, 第 3 作者  通讯作者
（30） Optimal Target-oriented Knowledge Transportation For Aspect-Based Multimodal Sentiment Analysis, International Journal of Interactive Multimedia and Artificial Intelligence, 2023, 第 2 作者  通讯作者
（31） Emotion-Cause Pair Extraction with Bidirectional Multi-Label Sequence Tagging, Applied Intelligence, 2023, 第 4 作者
（32） Event Causality Extraction via Implicit Cause-Effect Interactions, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023, 第 6 作者
（33） Narrative Order Aware Story Generation via Bidirectional Pretraining Model with Optimal Transport Reward, Findings of the Association for Computational Linguistics (EMNLP), 2023, 第 2 作者  通讯作者
（34） CLICK: Integrating Causal Inference and Commonsense Knowledge Incorporation for Counterfactual Story Generation, Electronics, 2023, 第 4 作者
（35） Guide the Many-to-One Assignment: Open Information Extraction via IoU-aware Optimal Transport, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL), 2023, 第 3 作者  通讯作者
（36） More than Syntaxes Investigating Semantics to Zero-shot Cross-lingual Relation Extraction and Event Argument Role Labelling, ACM Transactions on Asian and Low-Resource Language Information Processing, 2023, 第 2 作者  通讯作者
（37） Assist Non-native Viewers: Multimodal Cross-lingual Summarization for How2 Videos, Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022, 第 6 作者
（38） PEINet : Joint Prompt and Evidence Inference Network via Language Family Policy for Zero-Shot Multilingual Fact Checking, Applied Sciences, 2022, 第 4 作者  通讯作者
（39） ReasonFuse: Reason Path Driven and Global-Local Fusion Network for Numerical Table-Text Question Answering, Neurocomputing, 2022, 第 4 作者
（40） Edge-aware Graph Neural Network for Multi-hop Path Reasoning over Knowledge Base, Computational Intelligence and Neuroscience, 2022, 第 2 作者  通讯作者
（41） HEFT: A History-Enhanced Feature Transfer Framework for Incremental Event Detection, Knowledge-Based Systems, 2022, 第 3 作者  通讯作者
（42） TSPNet: Translation Supervised Prototype Network via Residual Learning for Multimodal Social Relation Extraction, Neurocomputing, 2022, 第 3 作者
（43） Jointly Event Extraction via Label-aware Representations with Multi-task Learning, Knowledge-Based Systems, 2022, 第 3 作者
（44） HYPER2: Hyperbolic Embedding for Hyper-Relational Link Prediction, Neurocomputing, 2022, 第 5 作者
（45） DPNet: Domain-aware Prototype Network for Few-shot Relation Classification, Applied Intelligence, 2022, 第 2 作者  通讯作者
（46） Commonsense Knowledge-aware Prompt Tuning for Few-shot NOTA Relation Classification, Applied Sciences, 2022, 第 2 作者  通讯作者
（47） Enhancement of Target-Oriented Opinion Words Extraction with Multiview-Trained Machine Reading Comprehension Model, Computational Intelligence and Neuroscience, 2021, 第 4 作者
（48） End-to-End Aspect-based Sentiment Analysis with Hierarchical Multi-task Learning, Neurocomputing, 2021, 第 4 作者
（49） HGEED: Hierarchical Graph Enhanced Event Detection, Neurocomputing, 2021, 第 3 作者
（50） Hierarchical-Aware Relation Rotational Knowledge Graph Embedding For Link Prediction, Neurocomputing, 2021, 第 6 作者
（51） SF-ANN: Leveraging Structural Features with an Attention Neural Network for Candidate Fact Ranking, Applied Intelligence, 2021, 第 2 作者  通讯作者
（52） Trigger is Not Sufficient: Exploiting Frame-aware Knowledge for Implicit Event Argument Extraction, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics (ACL), 2021, 第 6 作者
（53） SRQA: Synthetic Reader for Factoid Question Answering, Knowledge-Based Systems, 2020, 第 5 作者
（54） Enhancing BERT Representation With Context-Aware Embedding for Aspect-Based Sentiment Analysis, IEEE Access, 2020, 第 6 作者
（55） Adversarial Training Improved Multi-Path Multi-Scale Relation Detector for Knowledge Base Question Answering, IEEE Access, 2020, 第 4 作者
（56） Graph Convolution Over Multiple Latent Context-Aware Graph Structures for Event Detection, IEEE Access, 2020, 第 2 作者  通讯作者
（57） Complex Knowledge Representation Based on Convolutional Neural Network, National Defence Big Data, 2020, 第 5 作者
（58） Skeleton to Abstraction: An Attentive Information Extraction Schema for Enhancing the Saliency of Text Summarization, Information, 2018, 第 5 作者
（59） A3Net: Adversarial-and-Attention Network for Machine Reading Comprehension, Natural Language Processing and Chinese Computing, 2018, 第 7 作者
（60） Personal Web Revisitation by Context and Content Keywords with Relevance Feedback, IEEE Transactions on Knowledge and Data Engineering, 2017, 第 1 作者
（61） Exploring the Impact of Co-Experiencing Stressor Events for Teens Stress Forecasting, Web Information Systems Engineering, 2017, 第 4 作者
（62） Correlating Stressor Events for Social Network Based Adolescent Stress Prediction, Database Systems for Advanced Applications, 2017, 第 4 作者
（63） TeenRead: An Adolescents Reading Recommendation System Towards Online Bibliotherapy, 2017 IEEE International Congress on Big Data (BigData Congress), 2017, 第 3 作者
（64） Integrating Human Mobility and Social Media for Adolescent Psychological Stress Detection, Database Systems for Advanced Applications, 2016, 第 1 作者
（65） A Context-aware Collaborative Filtering Approach for Urban Black Holes Detection, Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, 2016, 第 1 作者
（66） PhotoPrev: Unifying Context and Content Cues to Enhance Personal Photo Revisitation, Journal of Computer Science and Technology, 2015, 第 1 作者
（67） A Cluster-Based Epidemic Model for Retweeting Trend Prediction on Micro-blog, Database and Expert Systems Applications, 2015, 第 3 作者
（68） Multiple-query Processing and Optimization Techniques for Multitenant Databases, Cloud Computing and Digital Media, 2014, 第 1 作者
（69） Detecting Cruising Flagged Taxis' Passenger-Refusal Behaviors Using Traffic Data and Crowdsourcing, 2014 IEEE 11th Intl Conf on Ubiquitous Intelligence and Computing, 2014, 第 1 作者
（70） Detecting Adolescent Psychological Pressures from Micro-Blog, International Conference on Health Information Science, 2014, 第 3 作者