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Nanyang Technological University(南洋理工大学)

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2408.16305 2025-05-21 cs.CV

Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach

Mian Zou, Baosheng Yu, Yibing Zhan, Siwei Lyu, Kede Ma

机构 * Department of Computer Science, City University of Hong Kong(香港城市大学计算机科学系) Lee Kong Chian School of Medicine, Nanyang Technological University(南洋理工大学李光耀医学院) Yunnan United Vision Technology Co., Ltd(云南联合视觉科技有限公司) Department of Computer Science and Engineering, University at Buffalo, State University of New York(纽约州立大学布法罗分校计算机科学与工程系)

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2505.13270 2025-05-20 cs.SD eess.AS

Distilling a speech and music encoder with task arithmetic

Fabian Ritter-Gutierrez, Yi-Cheng Lin, Jui-Chiang Wei, Jeremy H. M Wong, Eng Siong Chng, Nancy F. Chen, Hung-yi Lee

机构 * Nanyang Technological University(南洋理工大学) Singapore Institute for Infocomm Research (I2R)(新加坡信息通信研究院) National Taiwan University(国立台湾大学)

Comments Accepted at INTERSPEECH 2025

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2505.13032 2025-05-20 cs.SD cs.CL cs.MM eess.AS

MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix

Ziyang Ma, Yinghao Ma, Yanqiao Zhu, Chen Yang, Yi-Wen Chao, Ruiyang Xu, Wenxi Chen, Yuanzhe Chen, Zhuo Chen, Jian Cong, Kai Li, Keliang Li, Siyou Li, Xinfeng Li, Xiquan Li, Zheng Lian, Yuzhe Liang, Minghao Liu, Zhikang Niu, Tianrui Wang, Yuping Wang, Yuxuan Wang, Yihao Wu, Guanrou Yang, Jianwei Yu, Ruibin Yuan, Zhisheng Zheng, Ziya Zhou, Haina Zhu, Wei Xue, Emmanouil Benetos, Kai Yu, Eng-Siong Chng, Xie Chen

机构 * Shanghai Jiao Tong University(上海交通大学) Nanyang Technological University(南洋理工大学) Queen Mary University of London(伦敦玛丽女王大学) ByteDance(字节跳动) Shanghai Innovation Institute(上海创新研究院) Tsinghua University(清华大学) University of Chinese Academy of Sciences(中国科学院大学) The Hong Kong University of Science and Technology(香港科学与技术大学) The University of Texas at Austin(得克萨斯大学奥斯汀分校)

Comments Open-source at https://github.com/ddlBoJack/MMAR

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2505.12710 2025-05-20 cs.LG cs.NI

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses

Yingkai Kang, Jiawen Kang, Jinbo Wen, Tao Zhang, Zhaohui Yang, Dusit Niyato, Yan Zhang

机构 * School of Automation, Guangdong University of Technology(广东工业大学自动化学院) College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics(南京航空航天大学计算机科学与技术学院) School of Cyberspace Science and Technology, Beijing Jiaotong University(北京交通大学网络空间科学与技术学院) College of Computing and Data Science, Nanyang Technological University(南洋理工大学计算机与数据科学学院) Department of Informatics, University of Oslo(奥斯陆大学信息学院) Simula Research Laboratory(Simula研究实验室)

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2505.10951 2025-05-20 cs.LG

SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache

Qiuyu Zhu, Liang Zhang, Qianxiong Xu, Cheng Long, Jie Zhang

机构 * Nanyang Technological University(南洋理工大学) Hong Kong University of Science and Technology (Guangzhou)(香港科技大学(广州))

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2504.16096 2025-05-20 q-bio.NC cs.AI cs.CV

BrainPrompt: Multi-Level Brain Prompt Enhancement for Neurological Condition Identification

Jiaxing Xu, Kai He, Yue Tang, Wei Li, Mengcheng Lan, Xia Dong, Yiping Ke, Mengling Feng

机构 * College of Computing and Data Science, Nanyang Technological University, Singapore(南洋理工大学计算与数据科学学院) Saw Swee Hock School of Public Health at National University of Singapore, Singapore(新加坡国立大学 Saw Swee Hock 公共卫生学院) Xi’an Jiaotong University, Xi’an, Shaanxi(西安交通大学) S-Lab, Nanyang Technological University, Singapore(南洋理工大学 S 实验室)

Comments Early accepted by MICCAI 2025

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2502.01117 2025-05-20 cs.LG cs.AI cs.CV

Learning to Learn Weight Generation via Local Consistency Diffusion

Yunchuan Guan, Yu Liu, Ke Zhou, Zhiqi Shen, Jenq-Neng Hwang, Lei Li

机构 * Nanyang Technological University(南洋理工大学) Huazhong University of Science and Technology(华中科技大学) University of Washington(华盛顿大学) University of Copenhagen(哥本哈根大学)

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2505.12672 2025-05-20 cs.LG

TransferTraj: A Vehicle Trajectory Learning Model for Region and Task Transferability

Tonglong Wei, Yan Lin, Zeyu Zhou, Haomin Wen, Jilin Hu, Shengnan Guo, Youfang Lin, Gao Cong, Huaiyu Wan

机构 * Beijing Jiaotong University(北京交通大学) Aalborg University, Denmark(奥尔堡大学) Carnegie Mellon University(卡内基梅隆大学) East China Normal University(华东师范大学) Nanyang Technological University(南洋理工大学)

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2505.12605 2025-05-20 cs.CV

Temporal-Oriented Recipe for Transferring Large Vision-Language Model to Video Understanding

Thong Nguyen, Zhiyuan Hu, Xu Lin, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan

机构 * National University of Singapore(新加坡国立大学) Nanyang Technological University(南洋理工大学)

Comments In Progress

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2505.12465 2025-05-20 cs.LG

Resolving Latency and Inventory Risk in Market Making with Reinforcement Learning

Junzhe Jiang, Chang Yang, Xinrun Wang, Zhiming Li, Xiao Huang, Bo Li

机构 * The Hong Kong Polytechnic University(香港理工大学) Singapore Management University(新加坡管理学院) Nanyang Technological University(南洋理工大学)

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2505.12247 2025-05-20 cs.NI cs.AI

LAMeTA: Intent-Aware Agentic Network Optimization via a Large AI Model-Empowered Two-Stage Approach

Yinqiu Liu, Guangyuan Liu, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Geng Sun, Zehui Xiong, Zhu Han

机构 * College of Computing and Data Science, Nanyang Technological University(南洋理工大学计算与数据科学学院) College of Computer Science and Technology, Jilin University(吉林大学计算机科学与技术学院) Pillar of Information Systems Technology and Design, Singapore University of Technology and Design(新加坡科技设计大学信息系统技术与设计学院) Department of Computer Science and Engineering, Kyung Hee University(韩国庆熙大学计算机科学与工程系)

Comments 13 pages

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2505.12236 2025-05-20 cs.CL cs.AI cs.LG

Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training

Quanjiang Guo, Jinchuan Zhang, Sijie Wang, Ling Tian, Zhao Kang, Bin Yan, Weidong Xiao

机构 * University of Electronic Science and Technology of China(电子科技大学) Nanyang Technological University(南洋理工大学) Information Engineering University(信息工程大学) National University of Defense Technology(国防科技大学)

Comments 13 pages, 6 figures, Appear on IJCAI 2025

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2505.12079 2025-05-20 cs.SD cs.AI eess.AS

SepPrune: Structured Pruning for Efficient Deep Speech Separation

Yuqi Li, Kai Li, Xin Yin, Zhifei Yang, Junhao Dong, Zeyu Dong, Chuanguang Yang, Yingli Tian, Yao Lu

机构 * Institute of Computing Technology, Chinese Academy of Sciences(中国科学院计算技术研究所) Tsinghua University(清华大学) Zhejiang University(浙江大学) Peking University(北京大学) Nanyang Technological University(南洋理工大学) The City University of New York(纽约城市大学) A*STAR

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2505.11909 2025-05-20 eess.IV cs.CV

Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image Segmentation

Pengfei Lyu, Pak-Hei Yeung, Xiaosheng Yu, Jing Xia, Jianning Chi, Chengdong Wu, Jagath C. Rajapakse

机构 * Northeastern University, Shenyang, China(东北大学,沈阳,中国) Nanyang Technological University, Singapore(南洋理工大学,新加坡)

Comments 11 pages, 2 figures

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2505.11861 2025-05-20 cs.AI cs.CL

Fair-PP: A Synthetic Dataset for Aligning LLM with Personalized Preferences of Social Equity

Qi Zhou, Jie Zhang, Dongxia Wang, Qiang Liu, Tianlin Li, Jin Song Dong, Wenhai Wang, Qing Guo

机构 * Zhejiang University(浙江大学) IHPC and CFAR, A*STAR(IHPC和CFAR,A*STAR) Nanyang Technological University(南洋理工大学) National University of Singapore(新加坡国立大学)

Comments under review

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2505.11817 2025-05-20 eess.AS cs.LG cs.SD

AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting

Yang Xiao, Tianyi Peng, Rohan Kumar Das, Yuchen Hu, Huiping Zhuang

机构 * The University of Melbourne(墨尔本大学) Fortemedia Singapore(Fortemedia新加坡) Nanyang Technological University(南洋理工大学) South China University of Technology(华南理工大学)

Comments Accepted by ACL 2025

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2504.08851 2025-05-20 cs.LG cs.AI

Mimic In-Context Learning for Multimodal Tasks

Yuchu Jiang, Jiale Fu, Chenduo Hao, Xinting Hu, Yingzhe Peng, Xin Geng, Xu Yang

机构 * Southeast University(东南大学) Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, (Southeast University), Ministry of Education(新一代人工智能技术及其跨学科应用重点实验室) Nanyang Technological University(南洋理工大学)

Comments 14 pages, 7 figures,CVPR 2025

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2412.01345 2025-05-20 cs.CV

See What You Seek: Semantic Contextual Integration for Cloth-Changing Person Re-Identification

Xiyu Han, Xian Zhong, Wenxin Huang, Xuemei Jia, Xiaohan Yu, Alex Chichung Kot

机构 * Sanya Science and Education Innovation Park, Wuhan University of Technology(武汉理工大学三亚科学教育创新园) Hubei Key Laboratory of Transportation Internet of Things, School of Computer Science and Artificial Intelligence, Wuhan University of Technology(武汉理工大学交通运输物联网重点实验室) Hubei Key Laboratory of Big Data Intelligent Analysis and Application, School of Computer Science and Information Engineering, Hubei University(湖北大数据智能分析与应用重点实验室) National Engineering Research Center for Multimedia Software, School of Computer Science, Wuhan University(国家多媒体软件工程研究中心) School of Computing, Macquarie University(麦考瑞大学计算机学院) Rapid-Rich Object Search Lab, School of Electrical and Electronic Engineering, Nanyang Technological University(快速富对象搜索实验室)

Comments 12 pages

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2312.04831 2025-05-20 cs.CV

Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency

Yikai Wang, Chenjie Cao, Junqiu Yu, Ke Fan, Xiangyang Xue, Yanwei Fu

机构 * Fudan University(复旦大学) Nanyang Technological University(南洋理工大学) Alibaba DAMO Academy(阿里巴巴达摩院) Hupan Lab(虎扑实验室)

Comments CVPR 2025 Highlight. Project page: https://yikai-wang.github.io/asuka/ where full-size PDF with more qualitative results are available

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2505.11049 2025-05-19 cs.AI cs.CR

GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning

Yue Liu, Shengfang Zhai, Mingzhe Du, Yulin Chen, Tri Cao, Hongcheng Gao, Cheng Wang, Xinfeng Li, Kun Wang, Junfeng Fang, Jiaheng Zhang, Bryan Hooi

机构 * National University of Singapore(新加坡国立大学) Nanyang Technological University(南洋理工大学)

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2505.10790 2025-05-19 cs.CR cs.AI

Neural-Inspired Advances in Integral Cryptanalysis

Liu Zhang, Yiran Yao, Danping Shi, Dongchen Chai, Jian Guo, Zilong Wang

机构 * Key Laboratory of Cyberspace Security Defense, Institute of Information Engineering, Chinese Academy of Sciences(网络安全防御重点实验室,信息工程研究所,中国科学院) School of Cyber Engineering, Xidian University, Xi'an, China(电子科技大学计算机学院,西安,中国) School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore(南洋理工大学物理与数学科学学院,新加坡)

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2505.00752 2025-05-19 cs.CV cs.AI

DARTer: Dynamic Adaptive Representation Tracker for Nighttime UAV Tracking

Xuzhao Li, Xuchen Li, Shiyu Hu

机构 * Nanyang Technological University(南洋理工大学) Zhongguancun Academy(中关村学院)

Comments Preprint, Under review

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2310.19218 2025-05-19 cs.LG

Exploring Federated Unlearning: Review, Comparison, and Insights

Yang Zhao, Jiaxi Yang, Yiling Tao, Lixu Wang, Xiaoxiao Li, Dusit Niyato, H. Vincent Poor

机构 * Nanyang Technological University(南洋理工大学) Northwestern University(西北大学) University of British Columbia(不列颠哥伦比亚大学) Princeton University(普林斯顿大学)

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2505.10315 2025-05-16 cs.CR cs.AI

Private Transformer Inference in MLaaS: A Survey

Yang Li, Xinyu Zhou, Yitong Wang, Liangxin Qian, Jun Zhao

机构 * Interdisciplinary Graduate Programme(跨学科研究生项目) Nanyang Technological University(南洋理工大学) College of Computing and Data Science(计算与数据科学学院)

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2505.10296 2025-05-16 cs.LG

Optimizing Electric Bus Charging Scheduling with Uncertainties Using Hierarchical Deep Reinforcement Learning

Jiaju Qi, Lei Lei, Thorsteinn Jonsson, Dusit Niyato

机构 * School of Engineering, University of Guelph(圭尔夫大学工程学院) EthicalAI(伦理AI) College of Computing and Data Science, Nanyang Technological University(南洋理工大学计算与数据科学学院)

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2505.09952 2025-05-16 cs.LG cs.AI

Task-Core Memory Management and Consolidation for Long-term Continual Learning

Tianyu Huai, Jie Zhou, Yuxuan Cai, Qin Chen, Wen Wu, Xingjiao Wu, Xipeng Qiu, Liang He

机构 * School of Computer Science and Technology, East China Normal University(东华师范大学计算机科学与技术学院) School of Electrical and Electronic Engineering, Nanyang Technological University(南洋理工大学电子与电气工程学院) Computation and Artificial Intelligence Innovative College, Fudan University(复旦大学计算与人工智能创新学院)

Comments Submitted to Neurips2025

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2505.03825 2025-05-16 cs.LG cs.AI

Intelligently Augmented Contrastive Tensor Factorization: Empowering Multi-dimensional Time Series Classification in Low-Data Environments

Anushiya Arunan, Yan Qin, Xiaoli Li, Yuen Chau

机构 * Engineering Product Development Singapore University of Technology and Design(新加坡科技与设计大学工程产品开发学院) School of Automation Chongqing University(重庆大学自动化学院) Institute for Infocomm Research Agency for Science, Technology and Research(信息与通信研究所) School of Electrical and Electronics Engineering Nanyang Technological University(南洋理工大学电子与电气工程学院)

Comments Accepted in Expert Systems with Applications (DOI:https://doi.org/10.1016/j.eswa.2025.127889)

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2505.00551 2025-05-16 cs.CL

100 Days After DeepSeek-R1: A Survey on Replication Studies and More Directions for Reasoning Language Models

Chong Zhang, Yue Deng, Xiang Lin, Bin Wang, Dianwen Ng, Hai Ye, Xingxuan Li, Yao Xiao, Zhanfeng Mo, Qi Zhang, Lidong Bing

机构 * MiroMind(米罗Mind) Fudan University(复旦大学) National University of Singapore(新加坡国立大学) Singapore University of Technology and Design(新加坡科技设计大学) Nanyang Technological University(南洋理工大学)

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2410.12609 2025-05-16 cs.LG cs.AI

Towards Graph Foundation Models: Training on Knowledge Graphs Enables Transferability to General Graphs

Kai Wang, Siqiang Luo, Caihua Shan, Yifei Shen

机构 * Nanyang Technological University(南洋理工大学) Microsoft Research Asia(微软亚洲研究院)

Comments 25 Pages, 5 figures

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2505.09456 2025-05-15 quant-ph cs.AI cs.LG

Quantum state-agnostic work extraction (almost) without dissipation

Josep Lumbreras, Ruo Cheng Huang, Yanglin Hu, Mile Gu, Marco Tomamichel

机构 * Centre for Quantum Technologies, National University of Singapore(量子技术中心,新加坡国立大学) Nanyang Quantum Hub, School of Physical and Mathematical Sciences, Nanyang Technological University(南洋量子枢纽,南洋理工大学物理与数学科学学院) MajuLab, CNRS-UNS-NUS-NTU International Joint Research Unit, UMI 3654(MajuLab,CNRS-UNS-NUS-NTU国际联合研究单位,UMI 3654) Department of Electrical and Computer Engineering, National University of Singapore(电子与计算机工程系,新加坡国立大学)

Comments 5 pages+14 pages, 2 figures

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