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National University of Singapore(新加坡国立大学)

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2503.18968 2025-07-03 cs.AI

MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow

Ziyue Wang, Junde Wu, Linghan Cai, Chang Han Low, Xihong Yang, Qiaxuan Li, Yueming Jin

机构 * National University of Singapore(新加坡国立大学) University of Oxford(牛津大学) Harbin Institute of Technology (Shenzhen)(哈尔滨工业大学(深圳)) National University of Defense Technology(国防科技大学) The Second Affiliated Hospital Zhejiang University School of Medicine(浙江大学医学院附属第二医院)

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2311.18531 2025-07-03 cs.CV cs.AI cs.LG

Dataset Distillation via the Wasserstein Metric

Haoyang Liu, Yijiang Li, Tiancheng Xing, Peiran Wang, Vibhu Dalal, Luwei Li, Jingrui He, Haohan Wang

机构 * University of Illinois at Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校) University of California, San Diego(加州大学圣地亚哥分校) National University of Singapore(新加坡国立大学) University of California, Los Angeles(加州大学洛杉矶分校) Sri Aurobindo International Centre of Education(斯里阿罗bindo国际教育中心)

Comments Accepted to ICCV 2025. Project page at https://liu-hy.github.io/WMDD/ and code is available at https://github.com/Liu-Hy/WMDD

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2507.00861 2025-07-02 cs.CV

SafeMap: Robust HD Map Construction from Incomplete Observations

Xiaoshuai Hao, Lingdong Kong, Rong Yin, Pengwei Wang, Jing Zhang, Yunfeng Diao, Shu Zhao

机构 * Beijing Academy of Artificial Intelligence(北京人工智能研究院) School of Computer Science, Hefei University of Technology(合肥工业大学计算机学院) Institute of Information Engineering, Chinese Academy of Sciences(中国科学院信息工程研究所) School of Computer Science, Wuhan University(武汉大学计算机学院) National University of Singapore(新加坡国立大学) Intelligent Interconnected Systems Laboratory of Anhui Province (Hefei University of Technology)(安徽省智能互联系统实验室(合肥工业大学))

Comments Accepted by ICML 2025

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2507.00841 2025-07-02 cs.AI cs.CR

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents

Siyuan Liang, Tianmeng Fang, Zhe Liu, Aishan Liu, Yan Xiao, Jinyuan He, Ee-Chien Chang, Xiaochun Cao

机构 * Nanyang Technological University(南洋理工大学) Institute of Software, Chinese Academy of Sciences(中国科学院软件研究所) Beihang University(北京航空航天大学) Sun Yat-sen University(中山大学) Beijing Institute of Technology(北京理工大学) National University of Singapore(新加坡国立大学)

Comments 12 pages

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2507.00603 2025-07-02 cs.CV

World4Drive: End-to-End Autonomous Driving via Intention-aware Physical Latent World Model

Yupeng Zheng, Pengxuan Yang, Zebin Xing, Qichao Zhang, Yuhang Zheng, Yinfeng Gao, Pengfei Li, Teng Zhang, Zhongpu Xia, Peng Jia, Dongbin Zhao

机构 * CASIA(中国科学院自动化研究所) Li Auto(力汽车) PCL(鹏城实验室) NUS(新加坡国立大学) Tsinghua(清华大学)

Comments ICCV 2025, first version

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2507.00519 2025-07-02 cs.CV

Topology-Constrained Learning for Efficient Laparoscopic Liver Landmark Detection

Ruize Cui, Jiaan Zhang, Jialun Pei, Kai Wang, Pheng-Ann Heng, Jing Qin

机构 * The Hong Kong Polytechnic University, Hong Kong, China(香港理工大学) National University of Singapore, Singapore(新加坡国立大学) The Chinese University of Hong Kong, Hong Kong, China(香港中文大学) Nanfang Hospital, Southern Medical University, Guangzhou, China(南方医科大学附属南华医院)

Comments This paper has been accepted by MICCAI 2025

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2507.00394 2025-07-02 cs.LG cs.DC

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism

Geng Zhang, Shenggan Cheng, Xuanlei Zhao, Ziming Liu, Yang You

机构 * National University of Singapore(新加坡国立大学)

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2503.13327 2025-07-02 cs.CV

Edit Transfer: Learning Image Editing via Vision In-Context Relations

Lan Chen, Qi Mao, Yuchao Gu, Mike Zheng Shou

机构 * MIPG, Communication University of China(通信大学) Show Lab, National University of Singapore(新加坡国立大学)

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2409.15380 2025-07-02 cs.CL cs.AI

Kalahi: A handcrafted, grassroots cultural LLM evaluation suite for Filipino

Jann Railey Montalan, Jian Gang Ngui, Wei Qi Leong, Yosephine Susanto, Hamsawardhini Rengarajan, Alham Fikri Aji, William Chandra Tjhi

机构 * AI Singapore(AI新加坡) National University of Singapore(国立新加坡大学) MBZUAI Monash Indonesia(墨尔本印尼分校)

Comments Accepted for presentation at Paclic 38, 2024

Journal ref https://aclanthology.org/2024.paclic-1.49/

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2505.19577 2025-07-01 eess.AS cs.SD

MFA-KWS: Effective Keyword Spotting with Multi-head Frame-asynchronous Decoding

Yu Xi, Haoyu Li, Xiaoyu Gu, Yidi Jiang, Kai Yu

机构 * X-LANCE Lab, School of Computer Science & MoE Key Lab of Artificial Intelligence, Shanghai Jiao Tong University(X-LANCE实验室,计算机科学学院及教育部人工智能重点实验室,上海交通大学) Jiangsu Key Lab of Language Computing(江苏省语言计算重点实验室) Department of Electrical and Computer Engineering, National University of Singapore(电气与计算机工程系,新加坡国立大学)

Comments Accepted by TASLP

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2506.23482 2025-07-01 cs.CV

MTADiffusion: Mask Text Alignment Diffusion Model for Object Inpainting

Jun Huang, Ting Liu, Yihang Wu, Xiaochao Qu, Luoqi Liu, Xiaolin Hu

机构 * MT Lab, Meitu Inc(美图实验室,美图公司) National University of Singapore(新加坡国立大学) Department of Computer Science and Technology, BNRist, IDG/McGovern Institute for Brain Research, Tsinghua University(计算机科学与技术系,BNRist,IDG/McGovern脑科学研究院,清华大学)

Comments CVPR 2025

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2506.23271 2025-07-01 cs.CV

Mettle: Meta-Token Learning for Memory-Efficient Audio-Visual Adaptation

Jinxing Zhou, Zhihui Li, Yongqiang Yu, Yanghao Zhou, Ruohao Guo, Guangyao Li, Yuxin Mao, Mingfei Han, Xiaojun Chang, Meng Wang

机构 * MBZUAI Hefei University of Technology(合肥工业大学) University of Science and Technology of China(中国科学技术大学) National University of Singapore(新加坡国立大学) Peking University(北京大学) Tsinghua University(清华大学) OpenNLP Lab(OpenNLP实验室)

Comments Technical Report

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2506.23263 2025-07-01 cs.CV

Causal-Entity Reflected Egocentric Traffic Accident Video Synthesis

Lei-lei Li, Jianwu Fang, Junbin Xiao, Shanmin Pang, Hongkai Yu, Chen Lv, Jianru Xue, Tat-Seng Chua

机构 * Xi’an Jiaotong University(西安交通大学) National University of Singapore(国立新加坡大学) Nanyang Technological University(南洋理工大学) Cleveland State University(克利夫兰州立大学)

Comments Accepted by ICCV2025

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2506.23157 2025-07-01 cs.CV

STD-GS: Exploring Frame-Event Interaction for SpatioTemporal-Disentangled Gaussian Splatting to Reconstruct High-Dynamic Scene

Hanyu Zhou, Haonan Wang, Haoyue Liu, Yuxing Duan, Luxin Yan, Gim Hee Lee

机构 * National Key Lab of Multispectral Information Intelligent Processing Technology(多谱信息智能处理国家级重点实验室) School of Artificial Intelligence and Automation, Huazhong University of Science and Technology(人工智能与自动化学院,华中科技大学) School of Computing, National University of Singapore(计算机学院,新加坡国立大学)

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2506.23088 2025-07-01 cs.CV

Where, What, Why: Towards Explainable Driver Attention Prediction

Yuchen Zhou, Jiayu Tang, Xiaoyan Xiao, Yueyao Lin, Linkai Liu, Zipeng Guo, Hao Fei, Xiaobo Xia, Chao Gou

机构 * Sun Yat-sen University(中山大学) National University of Singapore(新加坡国立大学)

Comments Accepted by ICCV 2025

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2506.22880 2025-07-01 cs.CV cs.AI

Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and Grounder

Dang Jisheng, Wu Xudong, Wang Bimei, Lv Ning, Chen Jiayu, Jingwen Zhao, Yichu liu, Jizhao Liu, Juncheng Li, Teng Wang

机构 * Lanzhou University(兰州大学) National University of Singapore(新加坡国立大学) Sun Yat-sen University(中山大学) Jinan University(济南大学) South China University of Technology(华南理工大学) Zhejiang University(浙江大学) The University of Hong Kong(香港大学)

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2506.22763 2025-07-01 q-fin.PM cs.LG q-fin.CP

Can We Reliably Predict the Fed's Next Move? A Multi-Modal Approach to U.S. Monetary Policy Forecasting

Fiona Xiao Jingyi, Lili Liu

机构 * National University of Singapore(新加坡国立大学)

Comments 9 pages, 15 figures

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2503.01328 2025-07-01 cs.LG cs.AI cs.DC

PipeOffload: Improving Scalability of Pipeline Parallelism with Memory Optimization

Xinyi Wan, Penghui Qi, Guangxing Huang, Min Lin, Jialin Li

机构 * Sea AI Lab(海AI实验室) National University of Singapore(新加坡国立大学)

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2502.18968 2025-07-01 cs.CL

Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles

Kuang Wang, Xianfei Li, Shenghao Yang, Li Zhou, Feng Jiang, Haizhou Li

机构 * SRIBD, School of Data Science, The Chinese University of Hong Kong, Shenzhen, Guangdong(香港中文大学(深圳)数据科学学院) Artificial Intelligence Research Institute, Shenzhen University of Advanced Technology(深圳先进技术大学人工智能研究院) Department of ECE, National University of Singapore(新加坡国立大学电子工程系)

Comments 9 pages. Accepted to ACL 2025. Camera-ready version

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2502.16825 2025-07-01 cs.CL

Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization

Yao Xiao, Hai Ye, Linyao Chen, Hwee Tou Ng, Lidong Bing, Xiaoli Li, Roy Ka-wei Lee

机构 * Singapore University of Technology and Design(新加坡科技设计大学) National University of Singapore(国立新加坡大学) The University of Tokyo(东京大学) MiroMind(MiroMind公司) Institute for Infocomm Research, A*Star, Singapore(新加坡*星研究院信息与通信研究所)

Comments ACL25 Main

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2502.02668 2025-07-01 cs.LG

Recovering Imbalanced Clusters via Gradient-Based Projection Pursuit

Martin Eppert, Satyaki Mukherjee, Debarghya Ghoshdastidar

机构 * Technical University of Munich(慕尼黑技术大学) School of Computation, Information and Technology(计算、信息与技术学院) National University of Singapore(新加坡国立大学)

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2501.02497 2025-07-01 cs.AI cs.CL cs.LG

A Survey of Test-Time Compute: From Intuitive Inference to Deliberate Reasoning

Yixin Ji, Juntao Li, Yang Xiang, Hai Ye, Kaixin Wu, Kai Yao, Jia Xu, Linjian Mo, Min Zhang

机构 * Soochow University(苏州大学) National University of Singapore(新加坡国立大学)

Comments Work in progress

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2412.10718 2025-07-01 cs.CV

Grid: Omni Visual Generation

Cong Wan, Xiangyang Luo, Hao Luo, Zijian Cai, Yiren Song, Yunlong Zhao, Yifan Bai, Fan Wang, Yuhang He, Yihong Gong

机构 * Xi’an Jiaotong University(西安交通大学) Tsinghua University(清华大学) DAMO Academy, Alibaba Group(阿里云实验室) Chinese Academy of Sciences(中国科学院) National University of Singapore(新加坡国立大学)

Comments Codes: https://github.com/Should-AI-Lab/GRID

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2506.21892 2025-06-30 cs.CV cs.AI

SODA: Out-of-Distribution Detection in Domain-Shifted Point Clouds via Neighborhood Propagation

Adam Goodge, Xun Xu, Bryan Hooi, Wee Siong Ng, Jingyi Liao, Yongyi Su, Xulei Yang

机构 * Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore(信息通信研究所,科技研究局(A*STAR),新加坡) School of Computing, National University of Singapore, Singapore(计算学院,新加坡国立大学,新加坡)

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2506.21579 2025-06-30 cs.IR cs.AI

LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation

Yingzhi He, Xiaohao Liu, An Zhang, Yunshan Ma, Tat-Seng Chua

机构 * National University of Singapore(新加坡国立大学) University of Science and Technology of China(中国科学技术大学) Singapore Management University(新加坡管理学院)

Comments KDD 2025

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2501.10814 2025-06-30 eess.IV cs.AI cs.CV cs.LG

No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-k Patch Sampling

Young Seok Jeon, Hongfei Yang, Huazhu Fu, Mengling Feng

机构 * Institute of Data Science(数据科学研究所) National University of Singapore(新加坡国立大学) Saw Swee Hock School of Public Health(Saw Swee Hock公共卫生学院) Agency for Science, Technology and Research(科技研究局) Centre for Clinical Magnetic Resonance Research(临床磁共振研究中心) University of Oxford(牛津大学)

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2410.10926 2025-06-30 cs.LG cs.AI cs.CL

Federated Data-Efficient Instruction Tuning for Large Language Models

Zhen Qin, Zhaomin Wu, Bingsheng He, Shuiguang Deng

机构 * Zhejiang University(浙江大学) National University of Singapore(新加坡国立大学)

Comments Accepted to ACL 2025 (Findings)

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2506.21276 2025-06-27 cs.CV

WordCon: Word-level Typography Control in Scene Text Rendering

Wenda Shi, Yiren Song, Zihan Rao, Dengming Zhang, Jiaming Liu, Xingxing Zou

机构 * The Hong Kong Polytechnic University(香港理工大学) National University of Singapore(新加坡国立大学) Zhejiang University(浙江大学)

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2505.13379 2025-06-27 cs.CL cs.AI

Thinkless: LLM Learns When to Think

Gongfan Fang, Xinyin Ma, Xinchao Wang

机构 * National University of Singapore(新加坡国立大学)

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2504.07378 2025-06-27 cs.CV

BRepFormer: Transformer-Based B-rep Geometric Feature Recognition

Yongkang Dai, Xiaoshui Huang, Yunpeng Bai, Hao Guo, Hongping Gan, Ling Yang, Yilei Shi

机构 * School of Computing, National University of Singapore(计算学院,新加坡国立大学) Hangzhou Global Science and Technology Innovation Center, Zhejiang University(杭州全球科技创新中心,浙江大学)

Comments Accepted to ACM ICMR 2025. 9 pages

Journal ref ICMR 2025, Proc Int Conf Multimedia Retrieval, pp. 155-163

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