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Nanjing University(南京大学)

共收录 1186
2511.06597 2025-11-11 cs.LG math.OC

Optimistic Online-to-Batch Conversions for Accelerated Convergence and Universality

Yu-Hu Yan, Peng Zhao, Zhi-Hua Zhou

机构 * National Key Laboratory for Novel Software Technology, Nanjing University, China(新型软件技术国家实验室,南京大学,中国) School of Artificial Intelligence, Nanjing University, China(人工智能学院,南京大学,中国)

Comments NeurIPS 2025

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2511.04307 2025-11-11 cs.AI

GUI-360$^\circ$: A Comprehensive Dataset and Benchmark for Computer-Using Agents

Jian Mu, Chaoyun Zhang, Chiming Ni, Lu Wang, Bo Qiao, Kartik Mathur, Qianhui Wu, Yuhang Xie, Xiaojun Ma, Mengyu Zhou, Si Qin, Liqun Li, Yu Kang, Minghua Ma, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang

机构 * Nanjing University(南京大学) Microsoft(微软) ZJU-UIUC(浙大-UIUC) Peking University(北京大学)

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2502.14224 2025-11-11 eess.AS cs.SD

Adaptive Convolution for CNN-based Speech Enhancement Models

Dahan Wang, Xiaobin Rong, Shiruo Sun, Yuxiang Hu, Changbao Zhu, Jing Lu

机构 * Key Laboratory of Modern Acoustics, Institute of Acoustics, Nanjing University(现代声学关键实验室,声学研究所,南京大学) NJU-Horizon Intelligent Audio Lab, Horizon Robotics(南京大学-Horizon智能音频实验室,Horizon机器人)

Comments Published in IEEE/ACM Transactions on Audio, Speech, and Language Processing

Journal ref IEEE Transactions on Audio, Speech and Language Processing, vol. 33, pp. 4400-4413, 2025

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2511.06213 2025-11-11 cs.IR cs.LG

Time Matters: A Novel Real-Time Long- and Short-term User Interest Model for Click-Through Rate Prediction

Xian-Jin Gui

机构 * National Key Laboratory for Novel Software Technology(新型软件技术国家重点实验室) Nanjing University(南京大学)

Comments This work was doned when the first author interned at Alibaba Group

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2511.05585 2025-11-11 cs.LG

Depth-induced NTK: Bridging Over-parameterized Neural Networks and Deep Neural Kernels

Yong-Ming Tian, Shuang Liang, Shao-Qun Zhang, Feng-Lei Fan

机构 * State Key Laboratory of Novel Software Technology, Nanjing University, China(新型软件技术国家重点实验室,南京大学,中国) School of Intelligent Science and Technology, Nanjing University, China(智能科学与技术学院,南京大学,中国) Department of Data Science, City University of Hong Kong, Hong Kong(数据科学系,香港城市大学,香港)

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2507.01961 2025-07-08 cs.RO cs.AI

AC-DiT: Adaptive Coordination Diffusion Transformer for Mobile Manipulation

Sixiang Chen, Jiaming Liu, Siyuan Qian, Han Jiang, Lily Li, Renrui Zhang, Zhuoyang Liu, Chenyang Gu, Chengkai Hou, Pengwei Wang, Zhongyuan Wang, Shanghang Zhang

机构 * State Key Laboratory of Multimedia Information Processing, School of Computer Science, Peking University(多媒体信息处理国家重点实验室,计算机学院,北京大学) Nanjing University(南京大学) CUHK(香港中文大学) Beijing Academy of Artificial Intelligence (BAAI)(北京人工智能研究院)

Comments Project website: https://ac-dit.github.io/

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2507.00022 2025-07-08 cs.LG cs.AI cs.CL cs.NE

GLU Attention Improve Transformer

Zehao Wang

机构 * Nanjing University(南京大学)

Comments 4 pages 5 figures

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2507.02945 2025-07-08 cs.NE cs.AI cs.LG

SPEAR: Structured Pruning for Spiking Neural Networks via Synaptic Operation Estimation and Reinforcement Learning

Hui Xie, Yuhe Liu, Shaoqi Yang, Jinyang Guo, Yufei Guo, Yuqing Ma, Jiaxin Chen, Jiaheng Liu, Xianglong Liu

机构 * Beihang University(北京航空航天大学) Intelligent Science & Technology Academy of CASIC(中国科学院CASIC智能科学与技术学院) Nanjing University(南京大学)

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2507.01953 2025-07-03 cs.CV

FreeMorph: Tuning-Free Generalized Image Morphing with Diffusion Model

Yukang Cao, Chenyang Si, Jinghao Wang, Ziwei Liu

机构 * S-Lab, Nanyang Technological University(南洋理工大学S实验室) Nanjing University(南京大学) The Chinese University of Hong Kong(香港中文大学)

Comments ICCV 2025. Project page: https://yukangcao.github.io/FreeMorph/

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2507.01608 2025-07-03 cs.CV eess.IV

Perception-Oriented Latent Coding for High-Performance Compressed Domain Semantic Inference

Xu Zhang, Ming Lu, Yan Chen, Zhan Ma

机构 * Nanjing University(南京大学) Jiangsu Academy of Safety Science and Technology(江苏省安全科学与技术研究院)

Comments International Conference on Multimedia and Expo (ICME), 2025

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2506.21319 2025-07-03 cs.HC cs.CV

SimVecVis: A Dataset for Enhancing MLLMs in Visualization Understanding

Can Liu, Chunlin Da, Xiaoxiao Long, Yuxiao Yang, Yu Zhang, Yong Wang

机构 * Nanyang Technological University(南洋理工大学) ByteDance Inc.(字节跳动公司) Nanjing University(南京大学) Tsinghua University(清华大学) University of Oxford(牛津大学)

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2507.01012 2025-07-02 cs.CV

DAM-VSR: Disentanglement of Appearance and Motion for Video Super-Resolution

Zhe Kong, Le Li, Yong Zhang, Feng Gao, Shaoshu Yang, Tao Wang, Kaihao Zhang, Zhuoliang Kang, Xiaoming Wei, Guanying Chen, Wenhan Luo

机构 * Shenzhen Campus of Sun Yat-sen University, China, Meituan, China and Division of AMC and Department of ECE, HKUST(深圳中山大学校园,中国,美团,中国及AMC部门和HKUST电子工程系) Department of ECE, HKUST Hong Kong(HKUST电子工程系,香港) Tianjin University China(天津大学,中国) School of Artificial Intelligence, University of Chinese Academy of Sciences China(中国科学院大学人工智能学院,中国) Nanjing University China(南京大学,中国) Harbin Institute of Technology, Shenzhen China(哈尔滨工业大学深圳校区,中国) Shenzhen Campus of Sun Yat-sen University China(深圳中山大学校园,中国) Department of ECE, HKUST(HKUST电子工程系) Tianjin University(天津大学) School of Artificial Intelligence, University of Chinese Academy of Sciences(中国科学院大学人工智能学院) Nanjing University(南京大学) Harbin Institute of Technology, Shenzhen(哈尔滨工业大学深圳校区) Shenzhen Campus of Sun Yat-sen University(深圳中山大学校园)

Comments Accepted by ACM SIGGRAPH 2025, Homepage: https://kongzhecn.github.io/projects/dam-vsr/ Github: https://github.com/kongzhecn/DAM-VSR

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2506.23431 2025-07-02 cs.CL cs.AI

Pipelined Decoder for Efficient Context-Aware Text Generation

Zixian Huang, Chenxu Niu, Yu Gu, Gengyang Xiao, Xinwei Huang, Gong Cheng

机构 * State Key Laboratory for Novel Software Technology, Nanjing University(新型软件技术国家重点实验室,南京大学) The Ohio State University(俄亥俄州立大学)

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2401.14640 2025-07-02 cs.CL

Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking using Knowledge Graphs

Nan Hu, Jiaoyan Chen, Yike Wu, Guilin Qi, Hongru Wang, Sheng Bi, Yongrui Chen, Tongtong Wu, Jeff Z. Pan

机构 * School of Computer Science and Engineering, Southeast University(东南大学计算机科学与工程学院) Key Laboratory of New Generation Artificial Intelligence Technology and its Interdisciplinary Applications (Southeast University), Ministry of Education(教育部新一代人工智能技术及其交叉应用关键实验室(东南大学)) The University of Manchester(曼彻斯特大学) The University of Edinburgh(爱丁堡大学) Law and Innovation Lab, School of Law, Southeast University(东南大学法学院创新与法律实验室) State Key Lab. for Novel Software Technology, Nanjing University(南京大学新型软件技术国家重点实验室) The Chinese University of Hong Kong(香港中文大学) Monash University(莫纳什大学)

Comments Accepted to ACL 2025 (Main Conference)

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2506.24113 2025-07-01 cs.CV

Epona: Autoregressive Diffusion World Model for Autonomous Driving

Kaiwen Zhang, Zhenyu Tang, Xiaotao Hu, Xingang Pan, Xiaoyang Guo, Yuan Liu, Jingwei Huang, Li Yuan, Qian Zhang, Xiao-Xiao Long, Xun Cao, Wei Yin

机构 * Horizon Robotics Tsinghua University(清华大学) Peking University(北京大学) Nanjing University(南京大学) The Hong Kong University of Science and Technology(香港科学与技术大学) Nanyang Technological University(南洋理工大学) Tencent Hunyuan(腾讯文心)

Comments ICCV2025, Project Page: https://kevin-thu.github.io/Epona/

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2310.10060 2025-07-01 cs.LG

Data Augmentation for Time-Series Classification: An Extensive Empirical Study and Comprehensive Survey

Zijun Gao, Haibao Liu, Lingbo Li

机构 * School of Engineering, University of Warwick(战争堡大学工程学院) School of Engineering and Materials Science, Queen Mary University of London(伦敦女王学院工程与材料科学学院) State Key Laboratory for Novel Software Technology, Nanjing University(南京大学新型软件技术国家重点实验室) Turing Intelligence Technology Limited(图灵智能科技有限公司)

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2506.23235 2025-07-01 cs.CL

Generalist Reward Models: Found Inside Large Language Models

Yi-Chen Li, Tian Xu, Yang Yu, Xuqin Zhang, Xiong-Hui Chen, Zhongxiang Ling, Ningjing Chao, Lei Yuan, Zhi-Hua Zhou

机构 * National Key Laboratory for Novel Software Technology, Nanjing University, China(国家新型软件技术重点实验室,南京大学,中国) School of Artificial Intelligence, Nanjing University, China(人工智能学院,南京大学,中国)

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2412.19326 2025-07-01 cs.CV

Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment

Ziang Yan, Zhilin Li, Yinan He, Chenting Wang, Kunchang Li, Xinhao Li, Xiangyu Zeng, Zilei Wang, Yali Wang, Yu Qiao, Limin Wang, Yi Wang

机构 * Shanghai AI Laboratory(上海人工智能实验室) Zhejiang University(浙江大学) University of Science and Technology of China(中国科学技术大学) Shanghai Jiao Tong University(上海交通大学) Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences(中国科学院深圳先进技术研究所) Nanjing University(南京大学) Shanghai Innovation Institute(上海创新研究院)

Comments CVPR2025

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2409.18860 2025-07-01 cs.CV

LW2G: Learning Whether to Grow for Prompt-based Continual Learning

Qian Feng, Da-wei Zhou, Hanbin Zhao, Chao Zhang, Jiahua Dong, Dengxin Dai, Hui Qian

机构 * College of Computer Science and Technology, Zhejiang University, China(浙江大学计算机科学与技术学院) State Key Laboratory for Novel Software Technology, Nanjing University, China(南京大学新型软件技术国家重点实验室) Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi(阿布扎赫德莫伊丁·本·扎耶德人工智能大学) Huawei Zurich Research Center, Switzerland(华为苏黎世研究中心)

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2408.15533 2025-06-30 cs.CL cs.AI

LRP4RAG: Detecting Hallucinations in Retrieval-Augmented Generation via Layer-wise Relevance Propagation

Haichuan Hu, Congqing He, Xiaochen Xie, Quanjun Zhang

机构 * Alibaba Cloud(阿里云) School of Computer Sciences, Universiti Sains Malaysia(计算机科学学院,马来西亚国立大学) Department of Service Science and Operations Management, School of Management, Zhejiang University(服务科学与运营管理系,浙江大学) State Key Laboratory for Novel Software Technology, Nanjing University(新型软件技术国家重点实验室,南京大学)

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2505.12246 2025-06-27 cs.RO cs.CV

SEPT: Standard-Definition Map Enhanced Scene Perception and Topology Reasoning for Autonomous Driving

Muleilan Pei, Jiayao Shan, Peiliang Li, Jieqi Shi, Jing Huo, Yang Gao, Shaojie Shen

机构 * Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology(电子与计算机工程系,香港科学与技术大学) Zhuoyu Technology(卓予科技) State Key Laboratory for Novel Software Technology, Nanjing University(新型软件技术国家重点实验室,南京大学)

Comments Accepted by IEEE Robotics and Automation Letters

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2506.21037 2025-06-27 cs.LG cs.CV

RL-Selector: Reinforcement Learning-Guided Data Selection via Redundancy Assessment

Suorong Yang, Peijia Li, Furao Shen, Jian Zhao

机构 * Nanjing University(南京大学)

Comments ICCV 2025

Journal ref ICCV 2025

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2506.19613 2025-06-25 cs.AI

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI

Sha Zhang, Suorong Yang, Tong Xie, Xiangyuan Xue, Zixuan Hu, Rui Li, Wenxi Qu, Zhenfei Yin, Tianfan Fu, Di Hu, Andres M Bran, Nian Ran, Bram Hoex, Wangmeng Zuo, Philippe Schwaller, Wanli Ouyang, Lei Bai, Yanyong Zhang, Lingyu Duan, Shixiang Tang, Dongzhan Zhou

机构 * University of Science and Technology of China(中国科学技术大学) Nanjing University(南京大学) University of New South Wales(新南威尔士大学) Shanghai Jiao Tong University(上海交通大学) Peking University(北京大学) Harbin Institute of Technology(哈尔滨工业大学) Tongji University(同济大学) The University of Sydney, Oxford(悉尼大学,牛津) Renmin University of China(中国人民大学) Swiss Federal Institute of Technology Lausanne(苏黎世联邦理工学院) Shanghai Institute of Ceramics, Chinese Academy of Sciences(中国科学院上海硅酸盐研究所) Shanghai AI Laboratory(上海人工智能实验室) Shanghai AI Laboratory & The Chinese University of Hong Kong(上海人工智能实验室 & 香港中文大学)

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2506.18424 2025-06-24 cs.AI cs.ET

A Large Language Model-based Multi-Agent Framework for Analog Circuits' Sizing Relationships Extraction

Chengjie Liu, Weiyu Chen, Huiyao Xu, Yuan Du, Jun Yang, Li Du

机构 * School of Electronic Science(电子科学学院) Nanjing University(南京大学) National Center of Technology Innovation for EDA(EDA技术创新中心) Nanjing Tech University(南京理工大学) School of Integrated Circuits(集成电路学院) Southeast University(东南大学)

Comments Accepted by ISEDA 2025

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2506.18385 2025-06-24 cs.CV

InternSpatial: A Comprehensive Dataset for Spatial Reasoning in Vision-Language Models

Nianchen Deng, Lixin Gu, Shenglong Ye, Yinan He, Zhe Chen, Songze Li, Haomin Wang, Xingguang Wei, Tianshuo Yang, Min Dou, Tong He, Wenqi Shao, Kaipeng Zhang, Yi Wang, Botian Shi, Yanting Zhang, Jifeng Dai, Yu Qiao, Hongjie Zhang, Wenhai Wang

机构 * Shanghai AI Laboratory(上海人工智能实验室) The Chinese University of Hong Kong(香港中文大学) University of Science and Technology of China(中国科学技术大学) Shanghai Jiao Tong University(上海交通大学) Donghua University(东华大学) Nanjing University(南京大学) Tsinghua University(清华大学)

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2506.18226 2025-06-24 cs.CV cs.AI

Make It Efficient: Dynamic Sparse Attention for Autoregressive Image Generation

Xunzhi Xiang, Qi Fan

机构 * Nanjing University, School of Intelliger Science and Technology(南京大学智能科学与技术学院)

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2505.05108 2025-06-24 cs.AI cs.MA

Multi-agent Embodied AI: Advances and Future Directions

Zhaohan Feng, Ruiqi Xue, Lei Yuan, Yang Yu, Ning Ding, Meiqin Liu, Bingzhao Gao, Jian Sun, Xinhu Zheng, Gang Wang

机构 * National Key Lab of Autonomous Intelligent Unmanned Systems(国家级自主智能无人系统实验室) Beijing Institute of Technology(北京理工大学) National Key Laboratory for Novel Software Technology(新型软件技术国家实验室) Nanjing University(南京大学) State Key Laboratory of Human-Machine Hybrid Augmented Intelligence(人机混合增强智能国家重点实验室) Xi’an Jiaotong University(西安交通大学) College of Electrical Engineering(电子工程学院) Zhejiang University(浙江大学) Clean Energy Automotive Engineering Center(清洁能源汽车工程中心) Tongji University(同济大学) Intelligent Transportation Thrust(智能交通方向) The Hong Kong University of Science and Technology (Guangzhou)(香港科技大学(广州))

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2502.08788 2025-06-24 cs.CL cs.LG

Stop Overvaluing Multi-Agent Debate -- We Must Rethink Evaluation and Embrace Model Heterogeneity

Hangfan Zhang, Zhiyao Cui, Jianhao Chen, Xinrun Wang, Qiaosheng Zhang, Zhen Wang, Dinghao Wu, Shuyue Hu

机构 * Pennsylvania State University(宾夕法尼亚州立大学) Northwestern Polytechnical University(西北工业大学) Singapore Management University(新加坡管理学院) Shanghai Artificial Intelligence Laboratory(上海人工智能实验室) Nanjing University(南京大学)

Comments This position paper takes a critical view of the status quo of MAD research, and outline multiple potential directions to improve MAD

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2412.12498 2025-06-24 cs.SD eess.AS

Hierarchical Control of Emotion Rendering in Speech Synthesis

Sho Inoue, Kun Zhou, Shuai Wang, Haizhou Li

机构 * School of Data Science, The Chinese University of Hong Kong, Shenzhen (CUHK-Shenzhen), China(数据科学学院,香港中文大学(深圳)) School of Intelligence Science and Technology, Nanjing University, Suzhou, China(智能科学与技术学院,南京大学) Shenzhen Research Institute of Big Data, Shenzhen, China(大数据研究 institute,深圳,中国) Tongyi Speech Lab, Alibaba Group, Singapore(通义语音实验室,阿里巴巴集团,新加坡) Department of ECE, National University of Singapore, Singapore(电子工程系,新加坡国立大学)

Comments Accepted to IEEE Transactions on Affective Computing

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2410.11215 2025-06-23 cs.CV

A CLIP-Powered Framework for Robust and Generalizable Data Selection

Suorong Yang, Peng Ye, Wanli Ouyang, Dongzhan Zhou, Furao Shen

机构 * National Key Laboratory for Novel Software Technology, Nanjing University(南京大学新型软件技术国家重点实验室) Shanghai Artificial Intelligence Laboratory(上海人工智能实验室) The Chinese University of Hong Kong(香港中文大学)

Comments ICLR 2025 Spotlight

Journal ref ICLR 2025

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