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罗敏楠 |
社交网络大数据、人工智能
2022/01至今，西安交通大学计算机科学与技术学院，教授
2017/04～2021/12，西安交通大学计算机科学与技术学院，副教授
2014/07～2017/03，西安交通大学计算机科学与技术学院，讲师
2015/09～2016/10，美国卡耐基梅隆大学计算机学院，博士后
2012/09～2013/03，英国爱丁堡大学数学学院，访问学生
2010/09～2014/07，清华大学计算机科学与技术系，博士
2003/09～2010/07，陕西师范大学数学学院，学士/硕士
面向动态异质社交网络的社交机器人影响力对抗方法研究，国家自然科学基金面上项目，2023-01至2026-12，57万，主持
社交网络多模态大数据挖掘与应用，陕西省杰出青年科学基金项目，2024-01至2026-12，50万，主持
大模型理论与应用学科突破先导项目，中华人民共和国教育部, 学科突破先导项目,2025-09 至 2030-08, 18743.92万元, 在研, 参与
基于“感知-认知-行动”模块化的通才智能体原子技能库研究,新一代人工智能国家科技重大专项课题,2025-12 至 2028-11, 334.4万元, 主持
受限感知的多模态虚假内容检测及推理研究,传播内容认知全国重点实验室科研课题资助项⽬,2025-12 至 2028-11, 180万元, 主持
Bowen Ping, Chengyou Jia, Minnan Luo*, Changliang Xia, Xin Shen, Zhuohang Dang, Hangwei Qian*, PaCo-RL: Advancing Reinforcement Learning for Consistent Image Generation with Pairwise Reward Modeling, CVPR 2026.
Bowen Ping, Minnan Luo*, Zhuohang Dang, Chenxi Wang, Chengyou Jia, AutoGPS: Automated Geometry Problem Solving via Multimodal Formalization and Deductive Reasoning, ICLR 2026.
Zhi Zeng, Yifei Yang, Jiaying Wu, Xulang Zhang, Xiangzheng Kong, Herun Wan, Zihan Ma and Minnan Luo*, From Manipulation to Mistrust: Explaining Diverse Micro-Video Misinformation for Robust Debunking in the Wild, WWW 2026.
Herun Wan; Minnan Luo; Jihong Wang; Xiaojun Chang; Qinghua Zheng; HCGBot: Learning Homophilous Context Graphs for Twitter Bot Detection, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2026, 38(3): 1813-1825.
Zhuohang Dang, Minnan Luo*,Chengyou jia, Hangwei Qian, Xinyu Zhang, Xiaojun Chang, IvorTsang, Correspondence Coverage Matters for Multi-Modal Dastset Distillation, AAAI 2026.
Herun Wan, Jiaying Wu, Minnan Luo*, Zhi Zeng, Zhixiong Su，Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection, NeurIPS 2025, Accepted.
Zihan Ma, Taolin Zhang, Maosong Cao, Junnan Liu, Wenwei Zhang, Minnan Luo*, Songyang Zhang, Kai Chen, Rethinking Evaluation for LLM Code Generation: From Generation to Testing, NeurIPS 2025, Accepted.
Ma, Zihan; Luo, Minnan; Zeng, Zhi; Wan, Herun; Li, Yifei; Zhao, Xiang，Graphing the Truth: Harnessing Causal Insights for Advanced Multimodal Fake News Detection，IEEE Transactions on Information Forensics and Security, 20，2025：12934-12949
Zhi Zeng, Jiaying Wu, Minnan Luo*, Xiangzheng Kong, Zihan Ma, Guang Dai, Qinghua Zheng，Understand, Refine and Summarize: Multi-Granularity Knowledge Progressive Enhancement Learning for Fake News Video Detection, ACMM 2025, Accepted.
Herun Wan, Minnan Luo*, Zhixiong Su, Guang Dai, Xiang Zhao, On the Risk of Evidence Pollution for Malicious Social Text Detection in the Era of LLMs, ACL 2025, Oral, Accepted.
Zhi Zeng, Jiaying Wu, Minnan Luo*, Herun Wan, Xiangzheng Kong, Zihan Ma, Guang Dai, QinghuaZheng, IMOL:Incomplete-Modality-Tolerant Learning for Multi-Domain Fake News Video Detection, ACL 2025, Oral, Accepted.
Zhixiong Su, Yichen Wang, Herun Wan, Zhaohan Zhang, Minnan Luo*, HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring, ACL 2025, Accepted.