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

共收录 2374
2502.14911 2025-06-23 cs.CL cs.AI

Batayan: A Filipino NLP benchmark for evaluating Large Language Models

Jann Railey Montalan, Jimson Paulo Layacan, David Demitri Africa, Richell Isaiah Flores, Michael T. Lopez, Theresa Denise Magsajo, Anjanette Cayabyab, William Chandra Tjhi

机构 * AI Singapore(AI新加坡) National University of Singapore(新加坡国立大学) Ateneo de Manila University(马尼拉大学) University of Cambridge(剑桥大学)

Comments Accepted to ACL 2025 (Main Conference)

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2506.15647 2025-06-19 cs.AI

Exploring and Exploiting the Inherent Efficiency within Large Reasoning Models for Self-Guided Efficiency Enhancement

Weixiang Zhao, Jiahe Guo, Yang Deng, Xingyu Sui, Yulin Hu, Yanyan Zhao, Wanxiang Che, Bing Qin, Tat-Seng Chua, Ting Liu

机构 * Harbin Institute of Technology(哈尔滨工业大学) Singapore Management University(新加坡管理学院) National University of Singapore(新加坡国立大学)

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2506.15563 2025-06-19 cs.CV

Control and Realism: Best of Both Worlds in Layout-to-Image without Training

Bonan Li, Yinhan Hu, Songhua Liu, Xinchao Wang

机构 * University of Chinese Academy of Sciences, Beijing, China(中国科学院大学) National University of Singapore, Singapore(新加坡国立大学)

Comments Accepted by ICML2025

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2506.15504 2025-06-19 cs.CL cs.LG

Enhancing Hyperbole and Metaphor Detection with Their Bidirectional Dynamic Interaction and Emotion Knowledge

Li Zheng, Sihang Wang, Hao Fei, Zuquan Peng, Fei Li, Jianming Fu, Chong Teng, Donghong Ji

机构 * Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University(航空信息安全与可信计算重点实验室、教育部、网络安全科学与工程学院、武汉大学) National University of Singapore(新加坡国立大学)

Comments Accepted by ACL 2025

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2506.15279 2025-06-19 cs.CV

BCRNet: Enhancing Landmark Detection in Laparoscopic Liver Surgery via Bezier Curve Refinement

Qian Li, Feng Liu, Shuojue Yang, Daiyun Shen, Yueming Jin

机构 * National University of Singapore, Singapore(新加坡国立大学) Harbin Institute of Technology, Harbin, China(哈尔滨工业大学)

Comments Accepted at MICCAI 2025, 11 pages, 2 figures

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2405.00074 2025-06-19 cs.LG

PAODING: A High-fidelity Data-free Pruning Toolkit for Debloating Pre-trained Neural Networks

Mark Huasong Meng, Hao Guan, Liuhuo Wan, Sin Gee Teo, Guangdong Bai, Jin Song Dong

机构 * National University of Singapore(新加坡国立大学) Institute for Infocomm Research (I2R)(信息通信研究所) The University of Queensland(昆士兰大学) Southern University of Science(南方科技大学)

Comments 3 pages

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2204.00783 2025-06-19 cs.LG cs.CR

Supervised Robustness-preserving Data-free Neural Network Pruning

Mark Huasong Meng, Guangdong Bai, Sin Gee Teo, Jin Song Dong

机构 * National University of Singapore(新加坡国立大学) The University of Queensland(昆士兰大学) Institute for Infocomm Research(信息与通信研究院)

Comments 10 pages

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2506.14763 2025-06-18 cs.RO

RobotSmith: Generative Robotic Tool Design for Acquisition of Complex Manipulation Skills

Chunru Lin, Haotian Yuan, Yian Wang, Xiaowen Qiu, Tsun-Hsuan Wang, Minghao Guo, Bohan Wang, Yashraj Narang, Dieter Fox, Chuang Gan

机构 * University of Massachusetts Amherst(马萨诸塞大学阿默斯特分校) Massachusetts Institute of Technology(麻省理工学院) National University of Singapore(新加坡国立大学) NVIDIA(英伟达) MIT-IBM Watson AI Lab(麻省理工-IBM沃森人工智能实验室)

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2506.14271 2025-06-18 cs.CV

Leader360V: The Large-scale, Real-world 360 Video Dataset for Multi-task Learning in Diverse Environment

Weiming Zhang, Dingwen Xiao, Aobotao Dai, Yexin Liu, Tianbo Pan, Shiqi Wen, Lei Chen, Lin Wang

机构 * HKUST (GZ)(香港科技大学) HKUST(香港科技大学) National University of Singapore(新加坡国立大学) Nanyang Technological University(南洋理工大学)

Comments 23 pages, 16 figures

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2506.14229 2025-06-18 cs.CV cs.AI

HRGS: Hierarchical Gaussian Splatting for Memory-Efficient High-Resolution 3D Reconstruction

Changbai Li, Haodong Zhu, Hanlin Chen, Juan Zhang, Tongfei Chen, Shuo Yang, Shuwei Shao, Wenhao Dong, Baochang Zhang

机构 * School of Artificial Intelligence Beihang University(北京航空航天大学人工智能学院) School of Computing National University of Singapore(新加坡国立大学计算机学院) School of Automation Science and Electrical Engineering Beihang University(北京航空航天大学自动化科学与电气工程学院) School of Astronautics Beihang University(北京航空航天大学航天学院)

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2506.14209 2025-06-18 eess.IV cs.AI cs.CV

Latent Anomaly Detection: Masked VQ-GAN for Unsupervised Segmentation in Medical CBCT

Pengwei Wang

机构 * Department of Mechanical Engineering College of Design and Engineering National University of Singapore(机械工程系设计与工程学院新加坡国立大学)

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2506.14146 2025-06-18 cs.AI

Collaborative Editable Model

Kaiwen Tang, Aitong Wu, Yao Lu, Guangda Sun

机构 * Department of Computer Science, National University of Singapore, Singapore, Singapore(新加坡国立大学计算机科学系) Vak Labs(Vak实验室)

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2505.24164 2025-06-18 cs.CL cs.CV

Mixed-R1: Unified Reward Perspective For Reasoning Capability in Multimodal Large Language Models

Shilin Xu, Yanwei Li, Rui Yang, Tao Zhang, Yueyi Sun, Wei Chow, Linfeng Li, Hang Song, Qi Xu, Yunhai Tong, Xiangtai Li, Hao Fei

机构 * ByteDance(字节跳动) Peking University(北京大学) National University of Singapore(新加坡国立大学)

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2506.13750 2025-06-17 cs.CV

Test3R: Learning to Reconstruct 3D at Test Time

Yuheng Yuan, Qiuhong Shen, Shizun Wang, Xingyi Yang, Xinchao Wang

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

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2506.13666 2025-06-17 cs.LG cs.AI

We Should Identify and Mitigate Third-Party Safety Risks in MCP-Powered Agent Systems

Junfeng Fang, Zijun Yao, Ruipeng Wang, Haokai Ma, Xiang Wang, 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)

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2506.13651 2025-06-17 cs.LG

xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations

Kaiyuan Chen, Yixin Ren, Yang Liu, Xiaobo Hu, Haotong Tian, Tianbao Xie, Fangfu Liu, Haoye Zhang, Hongzhang Liu, Yuan Gong, Chen Sun, Han Hou, Hui Yang, James Pan, Jianan Lou, Jiayi Mao, Jizheng Liu, Jinpeng Li, Kangyi Liu, Kenkun Liu, Rui Wang, Run Li, Tong Niu, Wenlong Zhang, Wenqi Yan, Xuanzheng Wang, Yuchen Zhang, Yi-Hsin Hung, Yuan Jiang, Zexuan Liu, Zihan Yin, Zijian Ma, Zhiwen Mo

机构 * Carnegie Mellon University(卡内基梅隆大学) Fudan University(复旦大学) Imperial College London(伦敦帝国学院) Massachusetts Institute of Technology(麻省理工学院) National University of Singapore(新加坡国立大学) Peking University(北京大学) Shanghai Jiao Tong University(上海交通大学) Stanford University(斯坦福大学) The Chinese University of Hong Kong (Shenzhen)(香港中文大学(深圳)) The Ohio State University(俄亥俄州立大学) Tsinghua University(清华大学) University of Chinese Academy of Sciences(中国科学院大学) University of Oxford(牛津大学) University of Pennsylvania(宾夕法尼亚大学) University of Science and Technology of China(中国科学技术大学) University of Sydney(悉尼大学) University of Toronto(多伦多大学) Yale University(耶鲁大学)

Comments Project page: https://xbench.org

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2506.13044 2025-06-17 cs.CL cs.AI

Just Go Parallel: Improving the Multilingual Capabilities of Large Language Models

Muhammad Reza Qorib, Junyi Li, Hwee Tou Ng

机构 * Department of Computer Science, National University of Singapore(计算机科学系,新加坡国立大学)

Comments ACL 2025

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2506.12875 2025-06-17 cs.CV cs.LG

Intriguing Frequency Interpretation of Adversarial Robustness for CNNs and ViTs

Lu Chen, Han Yang, Hu Wang, Yuxin Cao, Shaofeng Li, Yuan Luo

机构 * Shanghai Jiao Tong University, China(上海交通大学) Southeast University, China(东南大学) Mohamed bin Zayed University of Artificial Intelligence, UAE(穆罕默德·本·扎耶德人工智能大学) National University of Singapore, Singapore(新加坡国立大学)

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2506.12825 2025-06-17 cs.AI cs.CY

Rethinking Optimization: A Systems-Based Approach to Social Externalities

Pegah Nokhiz, Aravinda Kanchana Ruwanpathirana, Helen Nissenbaum

机构 * Cornell University(康奈尔大学) Cornell Tech(康奈尔科技) National University of Singapore(新加坡国立大学)

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2506.12793 2025-06-17 cs.CV

SMPL Normal Map Is All You Need for Single-view Textured Human Reconstruction

Wenhao Shen, Gangjian Zhang, Jianfeng Zhang, Yu Feng, Nanjie Yao, Xuanmeng Zhang, Hao Wang

机构 * Nanyang Technological University(南洋理工大学) The Hong Kong University of Science and Technology (Guangzhou)(香港科学与技术大学(广州)) National University of Singapore(国立新加坡大学) Zhejiang University of Technology(浙江工业大学) University of Technology Sydney(悉尼大学)

Comments Accepted to ICME 2025 (Oral)

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2505.23345 2025-06-17 cs.LG

Graph Positional Autoencoders as Self-supervised Learners

Yang Liu, Deyu Bo, Wenxuan Cao, Yuan Fang, Yawen Li, Chuan Shi

机构 * Beijing University of Posts and Telecommunications(北京邮电大学) National University of Singapore(新加坡国立大学) Singapore Management University(新加坡管理学院)

Comments 12 pages, 3 figures, Accepted at KDD 2025

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2503.01208 2025-06-17 cs.CV cs.CL

Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models

Tianjie Ju, Yi Hua, Hao Fei, Zhenyu Shao, Yubin Zheng, Haodong Zhao, Mong-Li Lee, Wynne Hsu, Zhuosheng Zhang, Gongshen Liu

机构 * Shanghai Jiao Tong University(上海交通大学) National University of Singapore(新加坡国立大学)

Comments Accepted at ICML 2025

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2410.10209 2025-06-17 cs.CL cs.SE

EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning

Dong Huang, Guangtao Zeng, Jianbo Dai, Meng Luo, Han Weng, Yuhao Qing, Heming Cui, Zhijiang Guo, Jie M. Zhang

机构 * University of Hong Kong(香港大学) Singapore University of Technology(新加坡科技设计大学) University of Edinburgh(爱丁堡大学) National University of Singapore(新加坡国立大学) Beijing University of Posts(北京邮电大学) University of Cambridge(剑桥大学) King’s College London(伦敦国王学院)

Comments Accepted by ICML 2025

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2408.04223 2025-06-17 cs.CV cs.AI

VideoQA in the Era of LLMs: An Empirical Study

Junbin Xiao, Nanxin Huang, Hangyu Qin, Dongyang Li, Yicong Li, Fengbin Zhu, Zhulin Tao, Jianxing Yu, Liang Lin, Tat-Seng Chua, Angela Yao

机构 * National University of Singapore(新加坡国立大学) Communication University of China(中国传媒大学) Sun Yat-Sen University(中山大学)

Comments IJCV'25

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2506.11515 2025-06-16 cs.CV cs.CL cs.LG

Manager: Aggregating Insights from Unimodal Experts in Two-Tower VLMs and MLLMs

Xiao Xu, Libo Qin, Wanxiang Che, Min-Yen Kan

机构 * Research Center for Social Computing and Information Retrieval, Harbin Institute of Technology(社会计算与信息检索研究中心,哈尔滨工业大学) School of Computer Science and Engineering, Central South University(计算机科学与工程学院,中南大学) School of Computing, National University of Singapore(计算学院,新加坡国立大学)

Comments Accepted by IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). June 2025. DOI: https://doi.org/10.1109/TCSVT.2025.3578266

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2504.09182 2025-06-16 eess.IV cs.CV

seg2med: a bridge from artificial anatomy to multimodal medical images

Zeyu Yang, Zhilin Chen, Yipeng Sun, Anika Strittmatter, Anish Raj, Ahmad Allababidi, Johann S. Rink, Frank G. Zöllner

机构 * Computer Assisted Clinical Medicine, Medical Faculty Mannheim, Heidelberg University(计算机辅助临床医学,曼海姆医学院,海德堡大学) Pattern Recognition Lab, Friedrich-Alexander-University Erlangen-Nuremberg(模式识别实验室,埃尔兰根-纽伦堡弗里德里希-亚历山大大学) Department of Radiology and Nuclear Medicine, University Medical Center Mannheim(放射学与核医学系,曼海姆大学医学中心) Mannheim Institute for Intelligent Systems in Medicine, Medical Faculty Mannheim, Heidelberg University(曼海姆智能医学研究所,曼海姆医学院,海德堡大学) Optical Bioimaging Laboratory, Department of Biomedical Engineering, College of Design and Engineering, National University of Singapore(光学生物成像实验室,生物医学工程系,设计与工程学院,新加坡国立大学)

Comments 17 pages, 10 figures Web demo available at https://huggingface.co/spaces/Zeyu0601/frankenstein

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2412.15801 2025-06-16 cs.CE cs.AI

Bi-directional Mapping of Morphology Metrics and 3D City Blocks for Enhanced Characterization and Generation of Urban Form

Chenyi Cai, Biao Li, Qiyan Zhang, Xiao Wang, Filip Biljecki, Pieter Herthogs

机构 * Singapore-ETH Centre, Future Cities Lab Global Programme(新加坡-ETH中心,未来城市实验室全球计划) School of Architecture, Southeast University(东南大学建筑学院) Department of Architecture, Swiss Federal Institute of Technology Zurich(瑞士联邦理工学院苏黎世分校建筑系) Department of Architecture, National University of Singapore(新加坡国立大学建筑系) Department of Real Estate, National University of Singapore(新加坡国立大学房地产系)

Journal ref Sustainable Cities and Society,106441(2025)

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2402.02186 2025-06-16 cs.LG cs.AI

Evolution Guided Generative Flow Networks

Zarif Ikram, Ling Pan, Dianbo Liu

机构 * National University of Singapore(新加坡国立大学) The Hong Kong University of Science and Technology(香港科学与技术大学)

Comments Transaction of machine learning research

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2506.10002 2025-06-13 cs.MM cs.AI cs.CV cs.RO

EQ-TAA: Equivariant Traffic Accident Anticipation via Diffusion-Based Accident Video Synthesis

Jianwu Fang, Lei-Lei Li, Zhedong Zheng, Hongkai Yu, Jianru Xue, Zhengguo Li, Tat-Seng Chua

机构 * Xi’an Jiaotong University(西安交通大学) University of Macau(澳门大学) National University of Singapore(新加坡国立大学) Department of Electrical Engineering and Computer Science, Cleveland State University(克莱姆森大学电气工程与计算机科学系) Institute for Infocomm Research, Agency for Science, Technology and Research (A ∗ STAR)(信息与通信研究机构,科技研究局)

Comments Accepted by IEEE-TMM

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2506.10741 2025-06-13 cs.CV

PosterCraft: Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework

SiXiang Chen, Jianyu Lai, Jialin Gao, Tian Ye, Haoyu Chen, Hengyu Shi, Shitong Shao, Yunlong Lin, Song Fei, Zhaohu Xing, Yeying Jin, Junfeng Luo, Xiaoming Wei, Lei Zhu

机构 * The Hong Kong University of Science and Technology (Guangzhou)(香港科技大学(广州)) Meituan(美团) Xiamen University(厦门大学) National University of Singapore(新加坡国立大学) The Hong Kong University of Science and Technology(香港科技大学)

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