NPGCL: neighbor enhancement and embedding perturbation with graph contrastive learning for recommendation - Xing Wu; Haodong Wang; Junfeng Yao; Quan Qian; Jun Song (Appl. Intell., 2025)

Scnet: spectral convolutional networks for multivariate time series classification - Xing Wu; Xinyu Xing; Junfeng Yao; Quan Qian; Jun Song (Appl. Intell., 2025)

Ph3pyWF: An automated workflow software package for ceramic lattice thermal conductivity calculation - Yuxuan Wang; Kerui Lai; Guoqiang Lan; Jun Song (Comput. Phys. Commun., 2025)

Chattering-free and finite-time estimation of the time-varying geometrical center for the multi-targets enclosing control problem - Liang Zhang; Jun Song; Shuping He (J. Frankl. Inst., 2025)

An Intelligent Learning Reconfiguration Model Based on Optimized Transformer and Multisource Features (TMSFs) for High-Precision InSAR DEM Void Filling - Tengfei Zhang; Yumin Chen; Rui Zhu; John P. Wilson; Jun Song; Ruoxuan Chen; Licheng Liu; Lanhua Bao (IEEE Trans. Geosci. Remote. Sens., 2025)

Deep learning-based electric vehicle transmission system speed ratio prediction research - Lian-ge He; Jun Song; Yan Zhang; Xinyang Wu (J. Supercomput., 2025)

Compression with Global Guidance: Towards Training-free High-Resolution MLLMs Acceleration - Xuyang Liu; Ziming Wang; Yuhang Han; Yingyao Wang; Jiale Yuan; Jun Song; Bo Zheng; Linfeng Zhang; Siteng Huang; Honggang Chen (CoRR, 2025)

ChineseSimpleVQA - "See the World, Discover Knowledge": A Chinese Factuality Evaluation for Large Vision Language Models - Jihao Gu; Yingyao Wang; Pi Bu; Chen Wang; Ziming Wang; Tengtao Song; Donglai Wei; Jiale Yuan; Yingxiu Zhao; Yancheng He; Shilong Li; Jiaheng Liu; et al. (CoRR, 2025)

A Case Study of Wave-Wave Interaction South to Dongsha Island in the South China Sea - Zhi Zeng; Xueen Chen; Chunxin Yuan; Jun Song (Remote. Sens., 2024)

Vehicle-Based Machine Vision Approaches in Intelligent Connected System - Chendong Ma; Jun Song; Yibo Xu; Hongwei Fan; Xing Wu; Tuo Sun (IEEE Trans. Intell. Transp. Syst., 2024)

A Human-Machine Hybrid Approach for Diagnosing Depression Based on Convolutional Neural Networks - Yongheng Li; Na Cheng; Jingyu Gu; Qianqian Zhang; Jun Song; Zhenhuan Ding; Shuping He (14th Asian Control Conference, ASCC 2024, Dalian, China, July 5-8, 2024, 2024)

WalkBayes: Robust Node Classification via Bayesian Inference and Random Walks under Perturbations - Shuqi He; Jun Song (IEEE International Conference on Big Data, BigData 2024, Washington, DC, USA, December 15-18, 2024, 2024)

GeoGPT4V: Towards Geometric Multi-modal Large Language Models with Geometric Image Generation - Shihao Cai; Keqin Bao; Hangyu Guo; Jizhi Zhang; Jun Song; Bo Zheng (Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, 2024)

Enhancing Sufficient Dimension Reduction via Hellinger Correlation - Seungbeom Hong; Ilmun Kim; Jun Song (Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024, 2024)

Candidate Evaluation with Multimodal Data-Driven for Recruitment - Xing Wu; Kehong Liu; Jianjia Wang; Junfeng Yao; Bin Deng; Rongqi Lv; Jun Song (Pattern Recognition - 27th International Conference, ICPR 2024, Kolkata, India, December 1-5, 2024, Proceedings, Part VIII, 2024)

STMAE: Spatial Temporal Masked Auto-Encoder for Traffic Forecasting - Xing Wu; Chengyou Cai; Xiaoxiao Wang; Jianjia Wang; Junfeng Yao; Quan Qian; Jun Song (Pattern Recognition - 27th International Conference, ICPR 2024, Kolkata, India, December 1-5, 2024, Proceedings, Part V, 2024)

Demystify Mamba in Vision: A Linear Attention Perspective - Dongchen Han; Ziyi Wang; Zhuofan Xia; Yizeng Han; Yifan Pu; Chunjiang Ge; Jun Song; Shiji Song; Bo Zheng; Gao Huang (Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024, 2024)

ICERS: Intelligent Collaborative Emergency Response System - Haotian Zhang; Junfeng Yao; Chengyou Cai; Jun Song; Yuelin Xu; Bin Deng (New Trends in Intelligent Software Methodologies, Tools and Techniques - Proceedings of the 23rd International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques (SoMeT_24), Cancun, Mexico, September 24-26, 2024, 2024)

Fine-Grained Embedding Dimension Optimization During Training for Recommender Systems - Qinyi Luo; Penghan Wang; Wei Zhang; Fan Lai; Jiachen Mao; Xiaohan Wei; Jun Song; Wei-Yu Tsai; Shuai Yang; Yuxi Hu; Xuehai Qian (CoRR, 2024)

ConvLLaVA: Hierarchical Backbones as Visual Encoder for Large Multimodal Models - Chunjiang Ge; Sijie Cheng; Ziming Wang; Jiale Yuan; Yuan Gao; Jun Song; Shiji Song; Gao Huang; Bo Zheng (CoRR, 2024)

Demystify Mamba in Vision: A Linear Attention Perspective - Dongchen Han; Ziyi Wang; Zhuofan Xia; Yizeng Han; Yifan Pu; Chunjiang Ge; Jun Song; Shiji Song; Bo Zheng; Gao Huang (CoRR, 2024)

Enhancing Sufficient Dimension Reduction via Hellinger Correlation - Seungbeom Hong; Ilmun Kim; Jun Song (CoRR, 2024)

Enhancing the Resilience of Graph Neural Networks to Topological Perturbations in Sparse Graphs - Shuqi He; Jun Zhuang; Ding Wang; Luyao Peng; Jun Song (CoRR, 2024)

GeoGPT4V: Towards Geometric Multi-modal Large Language Models with Geometric Image Generation - Shihao Cai; Keqin Bao; Hangyu Guo; Jizhi Zhang; Jun Song; Bo Zheng (CoRR, 2024)

RW-NSGCN: A Robust Approach to Structural Attacks via Negative Sampling - Shuqi He; Jun Zhuang; Ding Wang; Jun Song (CoRR, 2024)

Can VLMs Play Action Role-Playing Games? Take Black Myth Wukong as a Study Case - Peng Chen; Pi Bu; Jun Song; Yuan Gao; Bo Zheng (CoRR, 2024)

HyViLM: Enhancing Fine-Grained Recognition with a Hybrid Encoder for Vision-Language Models - Shiding Zhu; Wenhui Dong; Jun Song; Yingbo Wang; Yanan Guo; Bo Zheng (CoRR, 2024)

LLaVA-UHD v2: an MLLM Integrating High-Resolution Feature Pyramid via Hierarchical Window Transformer - Yipeng Zhang; Yifan Liu; Zonghao Guo; Yidan Zhang; Xuesong Yang; Chi Chen; Jun Song; Bo Zheng; Yuan Yao; Zhiyuan Liu; Tat-Seng Chua; Maosong Sun (CoRR, 2024)

Token Preference Optimization with Self-Calibrated Visual-Anchored Rewards for Hallucination Mitigation - Jihao Gu; Yingyao Wang; Meng Cao; Pi Bu; Jun Song; Yancheng He; Shilong Li; Bo Zheng (CoRR, 2024)

Align Anything: Training All-Modality Models to Follow Instructions with Language Feedback - Jiaming Ji; Jiayi Zhou; Hantao Lou; Boyuan Chen; Donghai Hong; Xuyao Wang; Wenqi Chen; Kaile Wang; Rui Pan; Jiahao Li; Mohan Wang; Josef Dai; et al. (CoRR, 2024)

LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating - Chao Deng; Jiale Yuan; Pi Bu; Peijie Wang; Zhong-Zhi Li; Jian Xu; Xiao-Hui Li; Yuan Gao; Jun Song; Bo Zheng; Cheng-Lin Liu (CoRR, 2024)

On a nonlinear extension of the principal fitted component model - Jun Song; Kyongwon Kim; Jae Keun Yoo (Comput. Stat. Data Anal., 2023)

Analysis of the damage coupling Model of Reinforced Concrete beams based on COMSOL - Jun Song; Pengcheng Feng; Qiwen Zhou; Baoliang Wang; Zhansheng Lin; Runzhi Jia; Zhiye Su; Mingdong Li; Xiaowei Han; Hongping Zhu; Fuyan Chen (Int. J. Robotics Autom., 2023)

Task-driven data fusion for additive manufacturing: Framework, approaches, and case studies - Fu Hu; Ying Liu; Yixin Li; Shuai Ma; Jian Qin; Jun Song; Xianfang Sun; Qian Tang (J. Ind. Inf. Integr., 2023)

Reducing environment exposure to COVID-19 by IoT sensing and computing with deep learning - Chendong Ma; Jun Song; Yibo Xu; Hongwei Fan; Xiaoran Liu; Xing Wu; Yang Luo; Tuo Sun; Jiemin Xie (Neural Comput. Appl., 2023)

Differential Spatiotemporal Patterns of CO2 Emissions in Eastern China's Urban Agglomerations from NPP/VIIRS Nighttime Light Data Based on a Neural Network Algorithm - Lei Zhou; Jun Song; Yonggang Chi; Quanzhou Yu (Remote. Sens., 2023)

Production of Strange and Charm Hadrons in Pb+Pb Collisions at sNN = 5.02 TeV - Wen-Bin Chang; Rui-Qin Wang; Jun Song; Feng-Lan Shao; Qun Wang; Zuo-Tang Liang (Symmetry, 2023)

ST-Bikes: Predicting Travel-Behaviors of Sharing-Bikes Exploiting Urban Big Data - Jun Chai; Jun Song; Hongwei Fan; Yibo Xu; Le Zhang; Bing Guo; Yawen Xu (IEEE Trans. Intell. Transp. Syst., 2023)

Provably Convergent Policy Optimization via Metric-aware Trust Region Methods - Jun Song; Niao He; Lijun Ding; Chaoyue Zhao (Trans. Mach. Learn. Res., 2023)

An Effective Privacy-Preserving and Enhanced Dummy Location Scheme for Semi-trusted Third Parties - Meijing Zuo; Luyao Peng; Jun Song (Web and Big Data - 7th International Joint Conference, APWeb-WAIM 2023, Wuhan, China, October 6-8, 2023, Proceedings, Part II, 2023)

Chaos-Based Construction of LWEs in Lattice-Based Cryptosystems - Nina Cai; Wuqiang Shen; Fan Yang; Hao Cheng; Huiyi Tang; Yihua Feng; Jun Song; Shanxiang Lyu (Data Science - 9th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2023, Harbin, China, September 22-24, 2023, Proceedings, Part I, 2023)

Multimodal Pre-Training with Self-Distillation for Product Understanding in E-Commerce - Shilei Liu; Lin Li; Jun Song; Yonghua Yang; Xiaoyi Zeng (Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023, 2023)

Towards Optimal Pricing of Demand Response - A Nonparametric Constrained Policy Optimization Approach - Jun Song; Chaoyue Zhao (CoRR, 2023)

Decision-Dependent Distributionally Robust Markov Decision Process Method in Dynamic Epidemic Control - Jun Song; William Yang; Chaoyue Zhao (CoRR, 2023)

Provably Convergent Policy Optimization via Metric-aware Trust Region Methods - Jun Song; Niao He; Lijun Ding; Chaoyue Zhao (CoRR, 2023)

Semantic segmentation of SEM images of lower bainitic and tempered martensitic steels - Xiaohan Bie; Manoj Arthanari; Evelin Barbosa de Melo; Juancheng Li; Stephen Yue; Salim Brahimi; Jun Song (CoRR, 2023)

CA-STD: Scene Text Detection in Arbitrary Shape Based on Conditional Attention - Xing Wu; Yangyang Qi; Jun Song; Junfeng Yao; Yanzhong Wang; Yang Liu; Yuexing Han; Quan Qian (Inf., 2022)

Outdoor scene understanding of mobile robot via multi-sensor information fusion - Fu-sheng Zhang; Dong-Yuan Ge; Jun Song; Wen-Jiang Xiang (J. Ind. Inf. Integr., 2022)

Spatiotemporal Distribution Patterns and Exposure Risks of PM2.5 Pollution in China - Jun Song; Chunlin Li; Miao Liu; Yuanman Hu; Wen Wu (Remote. Sens., 2022)

Reliable and Interpretable Mortality Prediction With Strong Foresight in COVID-19 Patients: An International Study From China and Germany - Tao Bai; Xue Zhu; Xiang Zhou; Denise Grathwohl; Pengshuo Yang; Yuguo Zha; Yu Jin; Hui Chong; Qingyang Yu; Nora Isberner; Dongke Wang; Lei Zhang; et al. (Frontiers Artif. Intell., 2021)

Class mean-weighted discriminative collaborative representation for classification - Jianping Gou; Jun Song; Lan Du; Shaoning Zeng; Yongzhao Zhan; Zhang Yi (Int. J. Intell. Syst., 2021)

Deep-MAPS: Machine-Learning-Based Mobile Air Pollution Sensing - Jun Song; Ke Han; Marc E. J. Stettler (IEEE Internet Things J., 2021)

Nonlinear and additive principal component analysis for functional data - Jun Song; Bing Li (J. Multivar. Anal., 2021)

On convergence analysis of multi-objective particle swarm optimization algorithm - Gang Xu; Kun Luo; Guoxiu Jing; Xiang Yu; Xiaojun Ruan; Jun Song (Eur. J. Oper. Res., 2020)

Review of Terahertz Pulsed Imaging for Pharmaceutical Film Coating Analysis - Décio Alves-Lima; Jun Song; Xiaoran Li; Alessia Portieri; Yaochun Shen; J. Axel Zeitler; Hungyen Lin (Sensors, 2020)

Ultrasensitive Surface Plasmon Resonance Biosensor Using Blue Phosphorus-Graphene Architecture - Keyi Li; Lintong Li; Nanlin Xu; Xiao Peng; Yingxin Zhou; Yufeng Yuan; Jun Song; Junle Qu (Sensors, 2020)

A New Baseline Linear Combination Algorithm for Generating Urban Digital Elevation Models With Multitemporal InSAR Observations - Hui Luo; Zhenhong Li; Zhen Dong; Peng Liu; Chisheng Wang; Jun Song (IEEE Trans. Geosci. Remote. Sens., 2020)

Optimistic Distributionally Robust Policy Optimization - Jun Song; Chaoyue Zhao (CoRR, 2020)

Representation-based classification methods with enhanced linear reconstruction measures for face recognition - Jianping Gou; Jun Song; Weihua Ou; Shaoning Zeng; Yun-Hao Yuan; Lan Du (Comput. Electr. Eng., 2019)

Multiobjective sorting-based learning particle swarm optimization for continuous optimization - Gang Xu; Bin-Bin Liu; Jun Song; Shuijing Xiao; Ai-jun Wu (Nat. Comput., 2019)

Surface Multi-target Tracking Algorithm Based on Data Association of Information Fusion - Jun Song; Zhongben Zhu; Lei Wan (Proceedings of the 2019 4th International Conference on Automation, Control and Robotics Engineering, CACRE 2019, Shenzhen, China, July 19-21, 2019, 2019)

Exploring Urban Air Quality with MAPS: Mobile Air Pollution Sensing - Jun Song; Ke Han (CoRR, 2019)

Weighted Two-Phase Linear Reconstruction Measure-based Classification - Jianping Gou; Jun Song; Heping Song; Liangjun Wang (IEEE Visual Communications and Image Processing, VCIP 2018, Taichung, Taiwan, December 9-12, 2018, 2018)

Variable-dimension swarm meta-heuristic for the optimal placement of relay nodes in wireless sensor networks - Yi-Han Xu; Wan-Guo Jiao; Yin Wu; Jun Song (Int. J. Distributed Sens. Networks, 2017)

Joint Channel Assignment and Routing Protocol for Cognitive Radio Wireless Sensor Networks - Yi-Han Xu; Yin Wu; Jun Song (Wirel. Pers. Commun., 2017)

Parallel Chromatic MCMC with Spatial Partitioning - Jun Song; David Moore (The Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, Saturday, February 4-9, 2017, San Francisco, California, USA, 2017)

BBFS-STT: An efficient algorithm for number rotation puzzle - GuiPing Wang; Jun Song (Entertain. Comput., 2016)

A Routing Metric to Improve Route Stability in Mobile Wireless Sensor Networks - Yi-Han Xu; Yin Wu; Jun Song (KSII Trans. Internet Inf. Syst., 2016)

Discovering hierarchical topic evolution in time-stamped documents - Jun Song; Yu Huang; Xiang Qi; Yuheng Li; Feng Li; Kun Fu; Tinglei Huang (J. Assoc. Inf. Sci. Technol., 2016)

2002739064325933902926631316142664137051255093069738453357822103531639278613074031350 (Research on Recognition Algorithm for Subject Web Pages Based on Tag Tree Adjacency Matrix) - Jun Song; Xiaofu Yang; Yicai Li; Jiawei Wang (3574531639264263118523398, 2016)

Application of generalized operator representation in the time evolution of quantum systems - Rui He; Xiangyuan Liu; Jun Song (Quantum Inf. Process., 2016)

KnowEnG: a knowledge engine for genomics - Saurabh Sinha; Jun Song; Richard M. Weinshilboum; C. Victor Jongeneel; Jiawei Han (J. Am. Medical Informatics Assoc., 2015)

LtlNfBa: Making LTL Translation More Practical - Cong Tian; Jun Song; Zhenhua Duan; Zhao Duan (Structured Object-Oriented Formal Language and Method - 5th International Workshop, SOFL+MSVL 2015, Paris, France, November 6, 2015. Revised Selected Papers, 2015)

Study of Tower Surface Crack Size Effect Based on Weibull Theory - Jun Song; Jianting Zhou; Lu Liu; Ma Sun; Hong Zhang; Juan Yang; Fangping Liu (Intell. Autom. Soft Comput., 2013)

The Discussion on Deflected Pre-Stressed Tendons and Diagonal Cracks of Webs in PSC Box Girders - Jianting Zhou; Fangping Liu; Jun Song; Jianxi Yang (Intell. Autom. Soft Comput., 2012)

The Whole Tendency of the Degradation of Concrete Bridges - Ma Sun; Jianting Zhou; Jun Song (Intell. Autom. Soft Comput., 2012)

Simulation of city development using cellular automata and agent based integrated model - A case study of Qingdao city - Qiang Fu; Jun Song; Feng Mao; Wensheng Zhou (The 18th International Conference on Geoinformatics: GIScience in Change, Geoinformatics 2010, Peking University, Beijing, China, June, 18-20, 2010, 2010)

A Novel TPEG Application for Location Based Service Using China Multimedia Mobile Broadcasting - Lu Lou; Xin Xu; Darong Huang; Jun Song (Information Computing and Applications - International Conference, ICICA 2010, Tangshan, China, October 15-18, 2010. Proceedings, Part II, 2010)

CEAS: cis-regulatory element annotation system - Xuwo Ji; Wei Li; Jun Song; Liping Wei; Xiaole Shirley Liu (Nucleic Acids Res., 2006)

Confidence weighting missing feature approach for robust speech recognition - Yubo Ge; Jun Song; Lingnan Ge (2004 12th European Signal Processing Conference, Vienna, Austria, September 6-10, 2004, 2004)

Approach of feature with confident weight for robust speech recognition - Yubo Ge; Jun Song; Lingnan Ge; Katsuhiko Shirai (IEEE 6th Workshop on Multimedia Signal Processing, MMSP 2004, 29 September-1 October 2004, Siena, Italy, 2004)

A multi-constrained distributed QoS routing algorithm - Jun Song; Hung Keng Pung; Lillykutty Jacob (Proceedings of the IEEE International Conference on Networks 2000: Networking Trends and Challenges in the New Millennium, ICON 2000, Singapore, September 5-8, 2000, 2000)

A simplified hybrid force/position controller method for the walking robots - Jun Song; Huat Kin Low; Weimiao Guo (Robotica, 1999)

Fast and efficient flooding based QoS routing algorithm - Hung Keng Pung; Jun Song; Lillykutty Jacob (Proceedings of the International Conference On Computer Communications and Networks (ICCCN 1999), October 11-13, 1999, Boston, MA, USA, 1999)

A CORBA-based Application Service Middleware: Architecture and Implementation - Vassilios Tsaoussidis; Hussein G. Badr; Liqun Na; Jun Song (Proceedings of the Fourth IEEE Symposium on Computers and Communications (ISCC 1999), 6-8 July 1999, Sharm El Sheikh, Red Sea, Egypt, 1999)

Modeling distributed multimedia synchronization with DSPN - Jun Song; Guanqun Gu (J. Comput. Sci. Technol., 1998)