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Nanjing University(南京大学)

共收录 1186
2505.13421 2025-05-20 cs.LG

Make Still Further Progress: Chain of Thoughts for Tabular Data Leaderboard

Si-Yang Liu, Qile Zhou, Han-Jia Ye

机构 * School of Artificial Intelligence, Nanjing University, China(人工智能学院,南京大学) National 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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2505.12831 2025-05-20 cs.CL

Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering

Zifeng Cheng, Zhonghui Wang, Yuchen Fu, Zhiwei Jiang, Yafeng Yin, Cong Wang, Qing Gu

机构 * 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)

Comments ACL 2025

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2409.17140 2025-05-20 cs.AI

AXIS: Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents

Junting Lu, Zhiyang Zhang, Fangkai Yang, Jue Zhang, Lu Wang, Chao Du, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

机构 * Peking University(北京大学) Nanjing University(南京大学) Microsoft(微软)

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2505.12060 2025-05-20 cs.CL

Why Not Act on What You Know? Unleashing Safety Potential of LLMs via Self-Aware Guard Enhancement

Peng Ding, Jun Kuang, Zongyu Wang, Xuezhi Cao, Xunliang Cai, Jiajun Chen, Shujian Huang

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) Meituan Inc., China(美团公司)

Comments Acccepted by ACL 2025 Findings, 21 pages, 9 figures, 14 tables

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2505.10125 2025-05-20 cs.LG

Enhancing the Performance of Global Model by Improving the Adaptability of Local Models in Federated Learning

Wujun Zhou, Shu Ding, ZeLin Li, Wei Wang

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

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2504.14669 2025-05-20 cs.CL

Trans-Zero: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data

Wei Zou, Sen Yang, Yu Bao, Shujian Huang, Jiajun Chen, Shanbo Cheng

机构 * National Key Laboratory for Novel Software Technology, Nanjing University(新型软件技术国家实验室,南京大学) ByteDance Research(字节跳动研究)

Comments 11 pages, 4 figures, accepted by ACL 2025 as findings

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2504.12020 2025-05-20 cs.CV

Graph Network for Sign Language Tasks

Shiwei Gan, Yafeng Yin, Zhiwei Jiang, Hongkai Wen, Lei Xie, Sanglu Lu

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) Department of Computer Science, University of Warwick(计算机科学系,沃里克大学)

Comments 17 pages, 9 figures, submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). This is a regular paper submission

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2503.11441 2025-05-20 cs.LG

D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning

Jia Zhang, Chen-Xi Zhang, Yao Liu, Yi-Xuan Jin, Xiao-Wen Yang, Bo Zheng, Yi Liu, Lan-Zhe Guo

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) School of Artificial Intelligence, Nanjing University(南京大学人工智能学院) Algorithm Tech, Taobao & Tmall Group of Alibaba(阿里巴巴集团算法技术部) School of Intelligence Science and Technology, Nanjing University(南京大学智能科学与技术学院)

Comments IJCAI'25

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2502.12782 2025-05-20 cs.AI

VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation

Xinlong Chen, Yuanxing Zhang, Chongling Rao, Yushuo Guan, Jiaheng Liu, Fuzheng Zhang, Chengru Song, Qiang Liu, Di Zhang, Tieniu Tan

机构 * New Laboratory of Pattern Recognition (NLPR), Institute of Automation, Chinese Academy of Sciences (CASIA)(模式识别新技术实验室,自动化研究所,中国科学院(CASIA)) School of Artificial Intelligence, University of Chinese Academy of Sciences(中国科学院大学人工智能学院) Kuaishou Technology(快手科技) Nanjing University(南京大学)

Comments Accepted to Findings of ACL 2025

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2408.11518 2025-05-19 cs.CV

EmoFace: Emotion-Content Disentangled Speech-Driven 3D Talking Face Animation

Yihong Lin, Liang Peng, Zhaoxin Fan, Xianjia Wu, Jianqiao Hu, Xiandong Li, Wenxiong Kang, Songju Lei

机构 * South China University of Technology(南方科技大学) Huawei Cloud(华为云) Beihang University(北航) Nanjing University(南京大学)

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2505.10010 2025-05-16 cs.LG

ImagineBench: Evaluating Reinforcement Learning with Large Language Model Rollouts

Jing-Cheng Pang, Kaiyuan Li, Yidi Wang, Si-Hang Yang, Shengyi Jiang, Yang Yu

机构 * National 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) School of Artificial Intelligence Nanjing University China(南京大学人工智能学院) The University of Hong Kong(香港大学)

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2406.02069 2025-05-16 cs.CL cs.AI

PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling

Zefan Cai, Yichi Zhang, Bofei Gao, Yuliang Liu, Yucheng Li, Tianyu Liu, Keming Lu, Wayne Xiong, Yue Dong, Junjie Hu, Wen Xiao

机构 * University of Wisconsin - Madison(威斯康星大学麦迪逊分校) Peking University(北京大学) Nanjing University(南京大学) University of Surrey(Surrey 大学) Qwen(通义实验室) University of California - Riverside(加州大学河滨分校) Microsoft(微软公司)

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2505.09413 2025-05-15 cs.CV

Sparse Point Cloud Patches Rendering via Splitting 2D Gaussians

Ma Changfeng, Bi Ran, Guo Jie, Wang Chongjun, Guo Yanwen

机构 * Nanjing University(南京大学) School of Software, North University of China(北中国立大学软件学院)

Comments CVPR 2025 Accepted

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2505.08768 2025-05-14 cs.LG

SPAT: Sensitivity-based Multihead-attention Pruning on Time Series Forecasting Models

Suhan Guo, Jiahong Deng, Mengjun Yi, Furao Shen, Jian Zhao

机构 * School of Artificial Intelligence, Nanjing University, China(人工智能学院,南京大学) National Key Laboratory for Novel Software Technology, Nanjing University, China(新型软件技术国家重点实验室,南京大学) School of Electronic Science and Engineering, Nanjing University, China(电子科学与工程学院,南京大学)

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2505.07858 2025-05-14 cs.CL cs.AI

Scaling Laws for Speculative Decoding

Siyuan Yan, Mo Zhu, Guo-qing Jiang, Jianfei Wang, Jiaxing Chen, Wentai Zhang, Xiang Liao, Xiao Cui, Chen Zhang, Zhuoran Song, Ran Zhu

机构 * Red Note Hi-Lab(红笔记高研实验室) Shanghai Jiaotong University(上海交通大学) Nanjing University(南京大学) Zhejiang University(浙江大学) Chinese University of Hong Kong(香港中文大学)

Comments 17 pages, 8 figures

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2505.07071 2025-05-13 cs.CV

Semantic-Guided Diffusion Model for Single-Step Image Super-Resolution

Zihang Liu, Zhenyu Zhang, Hao Tang

机构 * Beijing Institute of Technology(北京理工大学) Nanjing University(南京大学) School of Computer Science, Peking University(北京大学计算机学院)

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2505.06557 2025-05-13 cs.CV

Weakly Supervised Temporal Sentence Grounding via Positive Sample Mining

Lu Dong, Haiyu Zhang, Hongjie Zhang, Yifei Huang, Zhen-Hua Ling, Yu Qiao, Limin Wang, Yali Wang

机构 * University of Science and Technology of China(中国科学技术大学) Shanghai Artificial Intelligence Laboratory(上海人工智能实验室) Beihang University(北京航空航天大学) State Key Laboratory for Novel Software Technology(国家软件创新科技重点实验室) Nanjing University(南京大学) Shenzhen Key Laboratory of Computer Vision and Pattern Recognition(深圳计算机视觉与模式识别重点实验室) Shenzhen Institute of Advanced Technology(深圳先进技术研究院) Chinese Academy of Sciences(中国科学院)

Comments TCSVT 2025, doi at https://ieeexplore.ieee.org/document/10970001

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2411.15982 2025-05-13 cs.AR cs.AI cs.LG

Anda: Unlocking Efficient LLM Inference with a Variable-Length Grouped Activation Data Format

Chao Fang, Man Shi, Robin Geens, Arne Symons, Zhongfeng Wang, Marian Verhelst

机构 * School of Electronic Science and Engineering, Nanjing University, China(南京大学电子科学与技术学院) ESAT-MICAS, KU Leuven, Belgium(KU莱顿大学ESAT-MICAS)

Comments To appear in 2025 IEEE International Symposium on High-Performance Computer Architecture (HPCA 2025)

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2407.12070 2025-05-13 cs.LG cs.AI

Co-Designing Binarized Transformer and Hardware Accelerator for Efficient End-to-End Edge Deployment

Yuhao Ji, Chao Fang, Shaobo Ma, Haikuo Shao, Zhongfeng Wang

机构 * School of Electronic Science and Engineering, Nanjing University(南京大学电子科学与技术学院) Department of Computer Science and Engineering, Chinese University of Hong Kong(香港中文大学计算机科学与工程系) School of Integrated Circuits, Sun Yat-sen University(中山大学集成电路学院)

Comments This paper is accepted by ICCAD 2024

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2503.01116 2025-05-09 eess.SP cs.LG

Large AI Model for Delay-Doppler Domain Channel Prediction in 6G OTFS-Based Vehicular Networks

Jianzhe Xue, Dongcheng Yuan, Zhanxi Ma, Tiankai Jiang, Yu Sun, Haibo Zhou, Xuemin Shen

机构 * School of Electronic Science and Engineering, Nanjing University, Nanjing, 210023, China(南京大学电子科学与技术学院) Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, N2L3G1, Canada(滑铁卢大学电气与计算机工程系)

Comments This manuscript has been accepted by SCIENCE CHINA Information Sciences

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2412.18834 2025-05-09 cs.MM cs.CV cs.IT math.IT

Adaptive Rate Control for Deep Video Compression with Rate-Distortion Prediction

Bowen Gu, Hao Chen, Ming Lu, Jie Yao, Zhan Ma

机构 * Nanjing University(南京大学) T-Head Semiconductor Co., Ltd.(T-Head半导体有限公司)

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2402.05356 2025-05-09 cs.LG

Exploring Learning Complexity for Efficient Downstream Dataset Pruning

Wenyu Jiang, Zhenlong Liu, Zejian Xie, Songxin Zhang, Bingyi Jing, Hongxin Wei

机构 * Department of Statistics and Data Science, Southern University of Science and Technology(统计与数据科学系,南方科技大学) 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)

Comments Accepted by ICLR 2025

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2505.04084 2025-05-08 cs.SE cs.AI

An Empirical Study of OpenAI API Discussions on Stack Overflow

Xiang Chen, Jibin Wang, Chaoyang Gao, Xiaolin Ju, Zhanqi Cui

机构 * School of Artificial Intelligence and Computer Science, Nantong University(人工智能与计算机科学学院,南通大学) State Key Lab. for Novel Software Technology, Nanjing University(新型软件技术国家重点实验室,南京大学) Chang Chien College, Nantong University(长进学院,南通大学) Computer School, Beijing Information Science and Technology University(计算机学院,北京信息科技大学)

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2505.03745 2025-05-08 cs.AR cs.AI cs.LG

AccLLM: Accelerating Long-Context LLM Inference Via Algorithm-Hardware Co-Design

Yanbiao Liang, Huihong Shi, Haikuo Shao, Zhongfeng Wang

机构 * School of Electronic Science and Engineering, Nanjing University(南京大学电子科学与技术学院) School of Integrated Circuits, Sun Yat-sen University(中山大学集成电路学院)

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2409.19911 2025-05-08 cs.CV

Replace Anyone in Videos

Xiang Wang, Shiwei Zhang, Haonan Qiu, Ruihang Chu, Zekun Li, Yingya Zhang, Changxin Gao, Yuehuan Wang, Chunhua Shen, Nong Sang

机构 * Key Laboratory of Ministry of Education for Image Processing and Intelligent Control, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology(教育部图像处理与智能控制重点实验室,人工智能与自动化学院,华中科技大学) Alibaba Group(阿里巴巴集团) Nanyang Technological University(南洋理工大学) Nanjing University(南京大学) Zhejiang University(浙江大学)

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2502.09762 2025-05-05 cs.RO cs.AI

AT-Drone: Benchmarking Adaptive Teaming in Multi-Drone Pursuit

Yang Li, Junfan Chen, Feng Xue, Jiabin Qiu, Wenbin Li, Qingrui Zhang, Ying Wen, Wei Pan

机构 * University of Manchester(曼彻斯特大学) Shanghai Jiao Tong University(上海交通大学) Sun Yat-sen University(中山大学) Nanjing University(南京大学)

Comments 18 pages

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2411.14432 2025-05-05 cs.CV

Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models

Yuhao Dong, Zuyan Liu, Hai-Long Sun, Jingkang Yang, Winston Hu, Yongming Rao, Ziwei Liu

机构 * S-Lab, NTU(NTU的S-Lab) Tencent(腾讯) Tsinghua University(清华大学) Nanjing University(南京大学)

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2504.18768 2025-05-02 cs.GR cs.CV

TransparentGS: Fast Inverse Rendering of Transparent Objects with Gaussians

Letian Huang, Dongwei Ye, Jialin Dan, Chengzhi Tao, Huiwen Liu, Kun Zhou, Bo Ren, Yuanqi Li, Yanwen Guo, Jie Guo

机构 * 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) TMCC, College of Computer Science, Nankai University(天津大学计算机学院) State Key Lab of CAD & CG, Zhejiang University(浙江大学计算机辅助设计与图形学国家重点实验室) Institute of Hangzhou Holographic Intelligent Technology(杭州全息智能技术研究院)

Comments accepted by SIGGRAPH 2025; https://letianhuang.github.io/transparentgs/

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2308.13505 2025-05-01 cs.CV

Joint Modeling of Feature, Correspondence, and a Compressed Memory for Video Object Segmentation

Jiaming Zhang, Yutao Cui, Gangshan Wu, Limin Wang

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

Comments Accepted by TPAMI. Code and trained models are available at \url{https://github.com/MCG-NJU/JointFormer}

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2504.19898 2025-04-29 cs.CL

GenCLS++: Pushing the Boundaries of Generative Classification in LLMs Through Comprehensive SFT and RL Studies Across Diverse Datasets

Mingqian He, Fei Zhao, Chonggang Lu, Ziyan Liu, Yue Wang, Haofu Qian

机构 * Zhejiang University(浙江大学) Xiaohongshu Inc.(小红书公司) Beijing University of Posts and Telecommunications(北京邮电大学) Nanjing University(南京大学)

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