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Xi'an Jiaotong University(西安交通大学)

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2502.18845 2025-06-05 cs.CL cs.AI cs.LG

Sliding Window Attention Training for Efficient Large Language Models

Zichuan Fu, Wentao Song, Yejing Wang, Xian Wu, Yefeng Zheng, Yingying Zhang, Derong Xu, Xuetao Wei, Tong Xu, Xiangyu Zhao

机构 * City University of Hong Kong(香港城市大学) Xi’an Jiaotong University(西安交通大学) Jarvis Research Center, Tencent YouTu Lab(腾讯优图实验室研究部) Westlake University(西湖大学) University of Science and Technology of China(中国科学技术大学) Southern University of Science and Technology(南方科技大学)

Comments 14 pages, 5 figures

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2506.02995 2025-06-04 cs.CL

It's Not a Walk in the Park! Challenges of Idiom Translation in Speech-to-text Systems

Iuliia Zaitova, Badr M. Abdullah, Wei Xue, Dietrich Klakow, Bernd Möbius, Tania Avgustinova

机构 * Saarland University(萨尔兰大学) Xi’an Jiaotong University(西安交通大学)

Comments 13 pages, 3 figures, ACL 2025

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2506.02975 2025-06-04 cs.CV cs.AI

HaploOmni: Unified Single Transformer for Multimodal Video Understanding and Generation

Yicheng Xiao, Lin Song, Rui Yang, Cheng Cheng, Zunnan Xu, Zhaoyang Zhang, Yixiao Ge, Xiu Li, Ying Shan

机构 * Tsinghua Shenzhen International Graduate School, Tsinghua University(清华大学深圳国际研究生院,清华大学) ARC Lab, Tencent PCG(腾讯PCG ARC实验室) The University of Hong Kong(香港大学) Xi’an JiaoTong University(西安交通大学)

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2506.02959 2025-06-04 cs.CL cs.AI

HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring

Zhixiong Su, Yichen Wang, Herun Wan, Zhaohan Zhang, Minnan Luo

机构 * Xi’an Jiaotong University(西安交通大学) University of Chicago(芝加哥大学) Queen Mary University of London(伦敦玛丽女王大学)

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2506.02697 2025-06-04 cs.CV

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation

Yuxuan Wu, Le Wang, Sanping Zhou, Mengnan Liu, Gang Hua, Haoxiang Li

机构 * Xi’an Jiaotong University(西安交通大学) Amazon.com, Inc.(亚马逊公司) Pixocial Technology(Pixocial技术)

Comments 12 pages, 5 figures

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2506.02350 2025-06-04 cs.CL

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection

Herun Wan, Jiaying Wu, Minnan Luo, Zhi Zeng, Zhixiong Su

机构 * Xi’an Jiaotong University(西安交通大学) National University of Singapore(新加坡国立大学)

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2506.02050 2025-06-04 cs.LG cs.AI

Decoupled Hierarchical Reinforcement Learning with State Abstraction for Discrete Grids

Qingyu Xiao, Yuanlin Chang, Youtian Du

机构 * School of Automation Science and Engineering, Xi’an Jiaotong University(自动化科学与工程学院,西安交通大学)

Comments 6 pages, 6 figures

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2506.01586 2025-06-03 cs.CV cs.LG

Multi-Modal Dataset Distillation in the Wild

Zhuohang Dang, Minnan Luo, Chengyou Jia, Hangwei Qian, Xiaojun Chang, Ivor W. Tsang

机构 * Xi’an Jiaotong University(西安交通大学) A*STAR(新加坡科技研究局) University of Science and Technology of China(中国科学技术大学)

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2506.01466 2025-06-03 cs.CV

Towards Scalable Video Anomaly Retrieval: A Synthetic Video-Text Benchmark

Shuyu Yang, Yilun Wang, Yaxiong Wang, Li Zhu, Zhedong Zheng

机构 * Xi’an Jiaotong University(西安交通大学) Hefei University of Technology(合肥工业大学) University of Macau(澳门大学)

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2506.01078 2025-06-03 cs.CV cs.AI

GThinker: Towards General Multimodal Reasoning via Cue-Guided Rethinking

Yufei Zhan, Ziheng Wu, Yousong Zhu, Rongkun Xue, Ruipu Luo, Zhenghao Chen, Can Zhang, Yifan Li, Zhentao He, Zheming Yang, Ming Tang, Minghui Qiu, Jinqiao Wang

机构 * Foundation Model Research Center, Institute of Automation, Chinese Academy of Sciences(基础模型研究中心,自动化研究所,中国科学院) ByteDance(字节跳动) School of Artificial Intelligence, University of Chinese Academy of Sciences(人工智能学院,中国科学院大学) Peng Cheng Laboratory(鹏城实验室) Wuhan AI Research(武汉人工智能研究所) Xi’an Jiaotong University(西安交通大学) Renmin University of China(中国人民大学)

Comments Tech report

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2506.01040 2025-06-03 cs.CV

ECP-Mamba: An Efficient Multi-scale Self-supervised Contrastive Learning Method with State Space Model for PolSAR Image Classification

Zuzheng Kuang, Haixia Bi, Chen Xu, Jian Sun

机构 * School of Information and Communications Engineering, Xi’an Jiaotong University(西安交通大学信息与通信工程学院) Department of Mathematics and Fundamental Research, Peng Cheng Laboratory(鹏城实验室数学与基础研究部) School of Mathematics and Statistics, Xi’an Jiaotong University(西安交通大学数学与统计学院)

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2502.00463 2025-06-03 cs.LG math.OC stat.ML

Efficient Over-parameterized Matrix Sensing from Noisy Measurements via Alternating Preconditioned Gradient Descent

Zhiyu Liu, Zhi Han, Yandong Tang, Shaojie Tang, Yao Wang

机构 * State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences(机器人国家重点实验室,沈阳自动化研究所,中国科学院) University of Chinese Academy of Sciences(中国科学院大学) State University of New York at Buffalo(纽约州立大学布法罗分校) School of Management, Xi’an Jiaotong University(西安交通大学管理学院)

Comments 18 pages, 8 figures

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2409.14457 2025-06-03 cs.AI

Large Model Based Agents: State-of-the-Art, Cooperation Paradigms, Security and Privacy, and Future Trends

Yuntao Wang, Yanghe Pan, Zhou Su, Yi Deng, Quan Zhao, Linkang Du, Tom H. Luan, Jiawen Kang, Dusit Niyato

机构 * School of Cyber Science and Engineering, Xi’an Jiaotong University(网络科学与工程学院,西安交通大学) School of Automation, Guangdong University of Technology(自动化学院,广东工业大学) College of Computing and Data Science, Nanyang Technological University(计算与数据科学学院,南洋理工大学)

Comments Accepted by IEEE Communications Surveys & Tutorials in May 2025. 41 pages, 36 figures, 10 tables

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2506.00379 2025-06-03 stat.ML cs.LG stat.ME

Label-shift robust federated feature screening for high-dimensional classification

Qi Qin, Erbo Li, Xingxiang Li, Yifan Sun, Wu Wang, Chen Xu

机构 * Center for Applied Statistics and School of Statistics Renmin University of China(应用统计中心和中国人民大学统计学院) School of Mathematics and Statistics Xi’an Jiaotong University(西安交通大学数学与统计学院) Department of Mathematics and Fundamental Research Peng Cheng Laboratory School of Mathematics and Statistics Xi’an Jiaotong University(数学与基础研究部鹏城实验室数学与统计学院)

Comments 57 pages,9 tables,8 figures

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2505.24141 2025-06-02 cs.CV cs.AI

The Butterfly Effect in Pathology: Exploring Security in Pathology Foundation Models

Jiashuai Liu, Yingjia Shang, Yingkang Zhan, Di Zhang, Yi Niu, Dong Wei, Xian Wu, Zeyu Gao, Chen Li, Yefeng Zheng

机构 * School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, China(西安交通大学计算机科学与技术学院) Heilongjiang University, Harbin, China(黑龙江大学) Tencent Jarvis Lab, Shenzhen, China(腾讯 Jarvis 实验室) Department of Oncology, University of Cambridge, UK(剑桥大学肿瘤科) Medical Artificial Intelligence Laboratory, Westlake University, Hangzhou, China(西湖大学医学人工智能实验室)

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2505.22604 2025-06-02 cs.CV

Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective

Ruixuan Zhang, He Wang, Zhengyu Zhao, Zhiqing Guo, Xun Yang, Yunfeng Diao, Meng Wang

机构 * Hefei University of Technology(合肥工业大学) University College London(伦敦大学学院) Xi’an Jiaotong University(西安交通大学) Xinjiang University(新疆大学) University of Science and Technology of China(中国科学技术大学)

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2502.04037 2025-06-02 cs.CL cs.LG

Exploring Imbalanced Annotations for Effective In-Context Learning

Hongfu Gao, Feipeng Zhang, Hao Zeng, Deyu Meng, Bingyi Jing, Hongxin Wei

机构 * Department of Statistics and Data Science, Southern University of Science and Technology(南方科技大学统计与数据科学系) School of Economics and Finance, Xi’an Jiaotong University(西安交通大学经济金融学院) School of Mathematics and Statistics, Xi’an Jiaotong University(西安交通大学数学与统计学学院)

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2408.13877 2025-06-02 cs.CV

Camouflaged Object Tracking: A Benchmark

Xiaoyu Guo, Pengzhi Zhong, Hao Zhang, Defeng Huang, Huikai Shao, Qijun Zhao, Shuiwang Li

机构 * College of Computer Science and Engineering, Guilin University of Technology, China(桂林理工大学计算机科学与工程学院) Guangxi Key Laboratory of Embedded Technology and Intelligent System, Guilin University of Technology, China(广西嵌入式技术与智能系统重点实验室) School of Automation Science and Engineering, Xi’an Jiaotong University, Xi’an, Shaanxi 710049, China(西安交通大学自动化科学与工程学院) College of Computer Science, Sichuan University, Sichuan 610065, China(四川大学计算机学院)

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2505.23744 2025-05-30 cs.CV cs.AI

Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need

Qiang Wang, Xiang Song, Yuhang He, Jizhou Han, Chenhao Ding, Xinyuan Gao, Yihong Gong

机构 * Xi’an Jiaotong University(西安交通大学) Shenzhen University of Advanced Technology(深圳先进技术大学)

Comments Accepted at CVPR 2025

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2505.23520 2025-05-30 cs.LG

AnchorAttention: Difference-Aware Sparse Attention with Stripe Granularity

Yu Zhang, Dong Guo, Fang Wu, Guoliang Zhu, Dian Ding, Yiming Zhang

机构 * Xiamen University(厦门大学) Shanghai Jiao Tong University(上海交通大学) Xi’an Jiaotong University(西安交通大学) Chipltech(ChipTech)

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2410.12600 2025-05-30 cs.CL

On the Risk of Evidence Pollution for Malicious Social Text Detection in the Era of LLMs

Herun Wan, Minnan Luo, Zhixiong Su, Guang Dai, Xiang Zhao

机构 * School of Computer Science and Technology, Xi’an Jiaotong University, China(西安交通大学计算机科学与技术学院) Ministry of Education Key Laboratory of Intelligent Networks and Network Security, China(教育部智能网络与网络 security 重点实验室) Shaanxi Province Key Laboratory of Big Data Knowledge Engineering, China(陕西省大数据知识工程重点实验室) SGIT AI Lab, State Grid Corporation of China(国网SGIT人工智能实验室) National University of Defense Technology(国防科技大学)

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2403.07404 2025-05-30 cs.LG cs.AI

Improving Continual Learning Performance and Efficiency with Auxiliary Classifiers

Filip Szatkowski, Yaoyue Zheng, Fei Yang, Bartłomiej Twardowski, Tomasz Trzciński, Joost van de Weijer

机构 * Warsaw University of Technology(华沙技术大学) Computer Vision Center, Barcelona(巴塞罗那计算机视觉中心) IDEAS Research Institute(IDEAS研究机构) Institute of Artificial Intelligence and Robotics(人工智能与机器人研究所) Xi’an Jiaotong University(西安交通大学) Nankai University(南开大学)

Comments ICML 2025 (main track poster)

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2505.22361 2025-05-29 cs.LG stat.ML

Continuum-armed Bandit Optimization with Batch Pairwise Comparison Oracles

Xiangyu Chang, Xi Chen, Yining Wang, Zhiyi Zeng

机构 * Department of Information Systems and Intelligence Business, Xi’an Jiaotong University, Xi’an 710049, China(西安交通大学信息系统与智能商业系) Stern School of Business, New York University, New York, NY 10012, USA(纽约大学斯特恩商学院) Naveen Jindal School of Management, University of Texas at Dallas, Richardson, TX 75080, USA(德克萨斯大学达拉斯分校奈维恩·金达管理学院)

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2505.22199 2025-05-29 cs.LG cs.AI

Enhancing Uncertainty Estimation and Interpretability via Bayesian Non-negative Decision Layer

Xinyue Hu, Zhibin Duan, Bo Chen, Mingyuan Zhou

机构 * National Key Laboratory of Radar Signal Processing, Xidian University(雷达信号处理国家重点实验室,西安电子科技大学) School of Mathematics and Statistics, Xi’an Jiaotong University(数学与统计学院,西安交通大学) McCombs School of Business, The University of Texas at Austin(商学院,德克萨斯大学奥斯汀分校)

Comments Accepted by The Thirteenth International Conference on Learning Representations (ICLR 2025)

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2505.21637 2025-05-29 cs.CV

BaryIR: Learning Multi-Source Unified Representation in Continuous Barycenter Space for Generalizable All-in-One Image Restoration

Xiaole Tang, Xiaoyi He, Xiang Gu, Jian Sun

机构 * Xi’an Jiaotong University(西安交通大学)

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2504.16145 2025-05-29 cs.CV cs.AI

Progressive Language-guided Visual Learning for Multi-Task Visual Grounding

Jingchao Wang, Hong Wang, Wenlong Zhang, Kunhua Ji, Dingjiang Huang, Yefeng Zheng

机构 * East China Normal University(东华大学) Xi’an Jiaotong University(西安交通大学) Shanghai AI Laboratory(上海人工智能实验室) Westlake University(西湖大学)

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2411.13112 2025-05-28 cs.CV

SURDS: Benchmarking Spatial Understanding and Reasoning in Driving Scenarios with Vision Language Models

Xianda Guo, Ruijun Zhang, Yiqun Duan, Yuhang He, Dujun Nie, Wenke Huang, Chenming Zhang, Shuai Liu, Hao Zhao, Long Chen

机构 * School of Computer Science, Wuhan University(武汉大学计算机学院) Institute of Automation, Chinese Academy of Sciences(中国科学院自动化研究所) Waytous University of Technology Sydney(悉尼大学) Microsoft Research(微软研究院) IAIR, Xi’an Jiaotong University(西安交通大学IAIR) TikTok AIR, Tsinghua University(清华大学AIR)

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2502.12054 2025-05-27 cs.AI

PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning

Xinyu Zhang, Yuxuan Dong, Yanrui Wu, Jiaxing Huang, Chengyou Jia, Basura Fernando, Mike Zheng Shou, Lingling Zhang, Jun Liu

机构 * School of Computer Science and Technology, Xi’an Jiaotong University(西安交通大学计算机科学与技术学院) Institute of High-Performance Computing, Agency for Science, Technology and Research, Singapore(新加坡科技研究局高性能计算研究所) Show Lab, National University of Singapore(新加坡国立大学Show实验室) Ministry of Education Key Laboratory of Intelligent Networks and Network Security, China(中国教育部智能网络与网络安全重点实验室) Shaanxi Province Key Laboratory of Big Data Knowledge Engineering, China(陕西省大数据知识工程重点实验室)

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2505.19799 2025-05-27 cs.CV

A Regularization-Guided Equivariant Approach for Image Restoration

Yulu Bai, Jiahong Fu, Qi Xie, Deyu Meng

机构 * School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an, China(西安交通大学数学与统计学学院) Macau University of Science and Technology, Taipa, Macao(澳门科学技术大学) Pengcheng Laboratory, Shenzhen, China(鹏城实验室)

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2505.19618 2025-05-27 cs.CV

Rotation-Equivariant Self-Supervised Method in Image Denoising

Hanze Liu, Jiahong Fu, Qi Xie, Deyu Meng

机构 * Xi’an Jiaotong University(西安交通大学) Pengcheng Laboratory(鹏城实验室) Macau University of Science and Technology(澳门科学技术大学)

Comments Accepted by CVPR 2025

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