Nanyang Technological University（南洋理工大学）

Next-Frame Feature Prediction for Multimodal Deepfake Detection and Temporal Localization

Ashutosh Anshul, Shreyas Gopal, Deepu Rajan, Eng Siong Chng

机构 * College of Computing and Data Science（计算与数据科学学院） ； Nanyang Technological University（南洋理工大学） 纠错

Comments Under Review, Multimodal Deepfake detection

EffiReason-Bench: A Unified Benchmark for Evaluating and Advancing Efficient Reasoning in Large Language Models

Junquan Huang, Haotian Wu, Yubo Gao, Yibo Yan, Junyan Zhang, Yonghua Hei, Song Dai, Jie Zhang, Puay Siew Tan, Xuming Hu

机构 * Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） ； Nanyang Technological University（南洋理工大学） ； The Hong Kong University of Science and Technology（香港科技大学） ； Singapore Institute of Manufacturing Technology, A*STAR（新加坡制造技术研究所，A*STAR） 纠错

Comments 11 pages, 4 figures, 4 tables. Appendix included

DGFusion: Dual-guided Fusion for Robust Multi-Modal 3D Object Detection

Feiyang Jia, Caiyan Jia, Ailin Liu, Shaoqing Xu, Qiming Xia, Lin Liu, Lei Yang, Yan Gong, Ziying Song

机构 * School of Computer Science and Technology, Beijing Key Laboratory of Traffic Data Mining and Embodied Intelligence, Beijing Jiaotong University（计算机科学与技术学院、交通数据挖掘与具身智能北京市重点实验室、北京交通大学） ； State Key Laboratory of Internet of Things for Smart City and Department of Electrome chanical Engineering, University of Macau（智能城市物联网国家重点实验室、澳门大学机电工程系） ； Fujian Key Laboratory of Sensing and Computing for Smart Cities, Xiamen University（智能城市感知与计算福建省重点实验室、厦门大学） ； School of Mechanical and Aerospace Engineering, Nanyang Technological University（机械与航空航天工程学院、南洋理工大学） ； State Key Laboratory of Robotics and System, Harbin Institute of Technology（机器人系统国家重点实验室、哈尔滨工业大学） 纠错

Remodeling Semantic Relationships in Vision-Language Fine-Tuning

Xiangyang Wu, Liu Liu, Baosheng Yu, Jiayan Qiu, Zhenwei Shi

机构 * Hangzhou International Innovation Institute, Beihang University（北京航空航天大学杭州国际创新研究院） ； School of Artificial Intelligence, Beihang University（北京航空航天大学人工智能学院） ； Nanyang Technological University（南洋理工大学） ； University of Leicester（莱斯特大学） ； School of Astronautics, Beihang University（北京航空航天大学航天学院） 纠错

On the Adversarial Vulnerabilities of Transfer Learning in Remote Sensing

Tao Bai, Xingjian Tian, Yonghao Xu, Bihan Wen

机构 * School of Electrical and Electronic Engineering, Nanyang Technological University（南洋理工大学电子与电气工程学院） ； Computer Vision Laboratory (CVL) at the Department of Electrical Engineering (ISY), Linköping University（林雪平大学电子工程系计算机视觉实验室） 纠错

Comments This work has been submitted to the IEEE for possible publication

Journal ref IEEE Transactions on Geoscience and Remote Sensing, vol. 63, Art. no. 5650616, Oct. 2025

EnchTable: Unified Safety Alignment Transfer in Fine-tuned Large Language Models

Jialin Wu, Kecen Li, Zhicong Huang, Xinfeng Li, Xiaofeng Wang, Cheng Hong

机构 * Ant Group（蚂蚁集团） ； Nanyang Technological University（南洋理工大学） 纠错

Comments Accepted by IEEE Symposium on Security and Privacy (S&P) 2026