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2025

Revisiting Graph Contrastive Learning on Anomaly Detection: A Structural Imbalance PerspectiveYiming Xu 0001, Zhen Peng 0005, Bin Shi, Xu Hua, Bo Dong 0001, Song Wang, Chen Chen 0022. AAAI 2025: 12972-12980 [doi]

Tuning-Free Accountable Intervention for LLM Deployment - a Metacognitive ApproachZhen Tan 0001, Jie Peng, Song Wang, Lijie Hu, Tianlong Chen, Huan Liu 0001. AAAI 2025: 25237-25245 [doi]

The convergence mechanism and spatial spillover effects of urban industry-university-research collaborative innovation performance in ChinaFei Fan 0001, Bo Yang, Song Wang. taasm, 37(5):551-567, May 2025. [doi]

Learning with privileged stereo knowledge for monocular absolute 3D human pose estimationCunling Bian, Weigang Lu, Wei Feng 0005, Song Wang. prl, 189:143-149, 2025. [doi]

Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral PerspectiveYushun Dong, Patrick Soga, Yinhan He, Song Wang, Jundong Li. iclr 2025: [doi]

Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph LearningXingbo Fu, Zihan Chen 0002, Yinhan He, Song Wang, Binchi Zhang, Chen Chen 0022, Jundong Li. AAAI 2025: 16657-16665 [doi]

PianoMotion10M: Dataset and Benchmark for Hand Motion Generation in Piano PerformanceQijun Gan, Song Wang, Shengtao Wu, Jianke Zhu. iclr 2025: [doi]

Occluded human pose estimation based on limb joint augmentationGangtao Han, Chunxiao Song, Song Wang, Hao Wang, Enqing Chen, Guanghui Wang. nca, 37(3):1241-1253, January 2025. [doi]

Multilevel features cascade fusion network for infrared video human behavior recognitionHuiyan Han, Nannan Ouyang, Xinhe Kuang, Song Wang, Fengguang Xiong. displays, 87:102921, 2025. [doi]

Demystify Epidemic Containment in Directed Networks: Theory and AlgorithmsYinhan He, Chen Chen 0022, Song Wang, Guanghui Min, Jundong Li. wsdm 2025: 905-913 [doi]

Exploiting Dual-Wavelength Depolarization of Skin-Tissues for Camera-Based Perfusion MonitoringLiyuan Huang, Fangfan Ye, Huaijing Shu, Yukai Huang, Song Wang, Qiang Wu, Hongzhou Lu, Wenjin Wang 0002. tbe, 72(1):358-369, January 2025. [doi]

Pre-trained Models for Bytecode InstructionsDonggyu Kim, Taemin Kim, Jiho Shin, Song Wang, Heeyoul Choi, Jaechang Nam. icst 2025: 608-612 [doi]

BrainMAP: Learning Multiple Activation Pathways in Brain NetworksSong Wang, Zhenyu Lei 0004, Zhen Tan 0001, Jiaqi Ding, Xinyu Zhao, Yushun Dong, Guorong Wu 0001, Tianlong Chen, Chen Chen 0022, Aiying Zhang, Jundong Li. AAAI 2025: 14432-14440 [doi]

CEB: Compositional Evaluation Benchmark for Fairness in Large Language ModelsSong Wang, Peng Wang, Tong Zhou, Yushun Dong, Zhen Tan 0001, Jundong Li. iclr 2025: [doi]

Reasoning of Large Language Models over Knowledge Graphs with Super-RelationsSong Wang, Junhong Lin, Xiaojie Guo 0002, Julian Shun, Jundong Li, Yada Zhu. iclr 2025: [doi]

Developing a Reliable, Fast, General-Purpose Hallucination Detection and Mitigation ServiceSong Wang, Xun Wang, Jie Mei, Yujia Xie, Si-Qing Chen, Wayne Xiong. naacl 2025: 971-978 [doi]

SpikeMOT: Event-Based Multi-Object Tracking With Sparse Motion FeaturesSong Wang, Zhu Wang, Can Li, Xiaojuan Qi 0001, Hayden Kwok-Hay So. access, 13:214-230, 2025. [doi]

IMA-FLADRC-Based Electric-Driven High-Speed Maize Precision Seeding Control Strategy and SystemSong Wang, Shujuan Yi, Bin Zhao, Yifei Li, Dongming Zhang, Tao Chen, Wensheng Sun. access, 13:85177-85195, 2025. [doi]

Theoretical analysis framework of a shared economy supervision and management model using mobile information system dataSong Wang. nca, 37(13):8007-8017, May 2025. [doi]

Knowledge Editing for Large Language Models: A SurveySong Wang, Yaochen Zhu, Haochen Liu, Zaiyi Zheng, Chen Chen 0022, Jundong Li. ACM Comput. Surv., 57(3), March 2025. [doi]

Cross-project defect prediction based on autoencoder with dynamic adversarial adaptationWen Zhang, Jiangpeng Zhao, Guangjie Qin, Song Wang. apin, 55(5):324, April 2025. [doi]

Abuttable Analog Cell Library and Automatic AMS LayoutTianjia Zhou, Cheng Chang, Li Huang, Jingyun Gu, Zexin Ji, Xiangyang Liu, Hailang Liang, Zhanfei Chen, Ting-Jung Lin, Song Wang, Na Bai, Zhengping Li, Lei He. ispd 2025: 191-199 [doi]

2024

Adaptive Entrepreneurial Learning through Platform-Mediated Resource Mobilization: Insights from Early-Stage Venture Financing in ChinaYou (Willow) Wu, Song Wang, Charles Eesley. icis 2024: [doi]

Domain Adaptation Transformer for Unsupervised Driving-Scene Segmentation in Adverse ConditionsWenyu Liu 0005, Song Wang, Jianke Zhu, Xuansong Xie, Lei Zhang 0006. tits, 25(12):21129-21141, December 2024. [doi]

Orthogonal Dictionary Guided Shape Completion Network for Point CloudPingping Cai, Deja Scott, Xiaoguang Li, Song Wang. AAAI 2024: 864-872 [doi]

FastGAS: Fast Graph-based Annotation Selection for In-Context LearningZihan Chen, Song Wang, Cong Shen, Jundong Li. acl 2014: 9764-9780 [doi]

Consensus Multi-view subspace clustering based on Graph FilteringMei Chen, Yiying Yao, Yuanyuxiu You, Boya Liu, Yu Wang, Song Wang. ijon, 591:127742, 2024. [doi]

Three-Types-of-Graph-Relational Guided Domain Adaptation Approach for Fault Diagnosis of Nuclear Power Circulating Water PumpWei Cheng, Le Zhang, Ji Xing, Xuefeng Chen 0002, Zelin Nie, Shuo Zhang, Song Wang, Rongyong Zhang, Qian Huang. tii, 20(2):1348-1359, February 2024. [doi]

Unsupervised Planetary Gearbox Fault Detection for Nuclear Circulating Water Pump Based on Generalized FeaturesWei Cheng, Song Wang, Le Zhang, Zelin Nie, Ji Xing, Yilong Liu, Xuefeng Chen 0002, Rongyong Zhang, Qian Huang. tim, 73:1-10, 2024. [doi]

PyGDebias: A Python Library for Debiasing in Graph LearningYushun Dong, Zhenyu Lei, Zaiyi Zheng, Song Wang, Jing Ma 0002, Alex Jing Huang, Chen Chen 0022, Jundong Li. WWW 2024: 1019-1022 [doi]

Cross modal human action recognition based on kernel manifold alignmentChengyu Han, Song Wang, Haiming Sun, Zhenming Zhang, Weiyao Xu. csaide 2024: 164-167 [doi]

Evaluating Differential Privacy in Federated Learning Based on Membership Inference AttacksPeng He, Xinyu Wang, Weijiao Zhang, Zhongkai Wang, Song Wang, Chuangxin Ou, Guozheng Li 0002. bigcom 2024: 196-203 [doi]

Which API is Faster: Mining Fine-grained Performance Opinion from Online DiscussionsYuekai Huang, Junjie Wang, Song Wang, Rupeng Zhang, Qing Wang. qrs 2024: 608-619 [doi]

A single dwell velocity estimation method for pulse Doppler radar using multicarrier signalsKanghui Jiang, Defu Jiang, Mingxing Fu, Yan Han, Song Wang, Chao Zhang, Jingyu Shi. sigpro, 217:109324, April 2024. [doi]

DTCLMapper: Dual Temporal Consistent Learning for Vectorized HD Map ConstructionSiyu Li, Jiacheng Lin, Hao Shi, Jiaming Zhang 0001, Song Wang, You Yao, Zhiyong Li 0001, Kailun Yang 0001. tits, 25(12):21672-21686, December 2024. [doi]

Contactless interaction recognition and interactor detection in multi-person scenesJiacheng Li, Ruize Han, Wei Feng 0005, Haomin Yan, Song Wang. fcsc, 18(5):185325, October 2024. [doi]

MGMap: Mask-Guided Learning for Online Vectorized HD Map ConstructionXiaolu Liu, Song Wang, Wentong Li, Ruizi Yang, Junbo Chen, Jianke Zhu. cvpr 2024: 14812-14821 [doi]

Few-shot Knowledge Graph Relational Reasoning via Subgraph AdaptationHaochen Liu, Song Wang, Chen Chen 0022, Jundong Li. naacl 2014: 3346-3356 [doi]

Knowledge Graph-Enhanced Large Language Models via Path SelectionHaochen Liu, Song Wang, Yaochen Zhu, Yushun Dong, Jundong Li. acl 2014: 6311-6321 [doi]

MVMSFN: A Multi-View and Multi-Scale Fusion Network for Online Detection of Heterogeneous GesturesHao Long, Song Wang, Hao Hu, Yanru Wang, Hao Xu, Hesong Wang. ijcnn 2024: 1-7 [doi]

Suicide Risk Assessment on Social Media with Semi-Supervised LearningMax Lovitt, Haotian Ma, Song Wang, Yifan Peng. bigdataconf 2024: 8541-8549 [doi]

Design of Optimal Control System for AGV Power ConverterYuming Meng, Ziyu Wang, Song Wang, Duanling Li. icira 2025: 449-460 [doi]

The effectiveness of relationship quality on knowledge transfer in project teams: the roles of project organizational structureXu Ren, Jing Xu, Yali Hao, Song Wang. kybernetes, 53(9):2889-2913, 2024. [doi]

Large Language Models for Data Annotation and Synthesis: A SurveyZhen Tan, Dawei Li 0008, Song Wang, Alimohammad Beigi, Bohan Jiang, Amrita Bhattacharjee, Mansooreh Karami, Jundong Li, Lu Cheng 0001, Huan Liu 0001. emnlp 2024: 930-957 [doi]

Interpreting Pretrained Language Models via Concept BottlenecksZhen Tan, Lu Cheng 0001, Song Wang, Bo Yuan, Jundong Li, Huan Liu 0001. pakdd 2024: 56-74 [doi]

Glue pizza and eat rocks - Exploiting Vulnerabilities in Retrieval-Augmented Generative ModelsZhen Tan, Chengshuai Zhao, Raha Moraffah, Yifan Li, Song Wang, Jundong Li, Tianlong Chen, Huan Liu 0001. emnlp 2024: 1610-1626 [doi]

Mixture of Demonstrations for In-Context LearningSong Wang, Zihan Chen 0002, Chengshuai Shi, Cong Shen, Jundong Li. nips 2024: [doi]

Enhancing Distribution and Label Consistency for Graph Out-of-Distribution GeneralizationSong Wang, Xiaodong Yang, Rashidul Islam, Huiyuan Chen, Minghua Xu 0003, Jundong Li, Yiwei Cai. icdm 2024: 875-880 [doi]

A Master-Slave Flip-Flop with Double-Node-Upset Self-Recovery and Soft Error Tolerance around Clock EdgesSong Wang, Kazuteru Namba. icce-tw 2024: 1-2 [doi]

Heuristic Elastic Scaling for Kubernetes Heterogeneous MicroservicesSong Wang, Sheng He, Yishuang Ning, Xiang Gao, Zhijun Ding. icnsc 2024: 1-6 [doi]

Label-efficient Semantic Scene Completion with Scribble AnnotationsSong Wang, Jiawei Yu, Wentong Li, Hao Shi, Kailun Yang 0001, Junbo Chen, Jianke Zhu. IJCAI 2024: 1398-1406 [doi]

Advancing EEG/MEG Source Imaging with Geometric-Informed Basis FunctionsSong Wang, Chen Wei 0006, Kexin Lou, Dongfeng Gu, Quanying Liu. embc 2024: 1-4 [doi]

Not All Voxels are Equal: Hardness-Aware Semantic Scene Completion with Self-DistillationSong Wang, Jiawei Yu, Wentong Li, Wenyu Liu 0005, Xiaolu Liu, Junbo Chen, Jianke Zhu. cvpr 2024: 14792-14801 [doi]

Mix-Domain Contrastive Learning For Unpaired H&E-to-IHC Stain TranslationSong Wang, Zhong Zhang, Huan Yan, Ming Xu, Guanghui Wang. icip 2024: 2982-2988 [doi]

Early identification of high attention content for online mental health community users based on multi-level fusion modelSong Wang, Ying Luo, Xinmin Liu. program, 58(5):838-857, 2024. [doi]

Cut-set matrix methods for frequency response analysis curves of lumped parameter equivalent circuit model of three-winding power transformerSong Wang, Wei Wang, Fei Xie, Shengxuan Qiu, Fengye Yang. ijcta, 52(3):1518-1530, March 2024. [doi]

Photoelectric sensor-based belt-type high-speed seed guiding device performance monitoring method and systemSong Wang, Shujuan Yi, Bin Zhao, Yifei Li, Guangyu Wang, Shuaifei Li, Wensheng Sun. cea, 227:109489, 2024. [doi]

Traffic Conflict Forecasting and Avoidance System Under Automated Driving System Disengagement: A Non-Intrusive Prototype DesignSong Wang, Zhixia Richard Li, Jia Hu, Jin Xu 0008, Shang Jiang. tits, 25(3):2394-2412, March 2024. [doi]

Learning Responsive Humanoid Motion Skills From Graph-Powered Motion MatchingSong Wang, Songhao Piao, Xiaokun Leng 0001, Zhicheng He 0002. tce, 70(1):2909-2916, February 2024. [doi]

Sowing Depth Monitoring System for High-Speed Precision Planters Based on Multi-Sensor Data FusionSong Wang, Shujuan Yi, Bin Zhao, Yifei Li, Shuaifei Li, Guixiang Tao, Xin Mao, Wensheng Sun. sensors, 24(19):6331, October 2024. [doi]

Accurate Classification and Prediction of Remote Vehicle Position Classes Using V2V Communication and Deep LearningSong Wang, Paul Watta, Yi Lu Murphey. access, 12:150844-150856, 2024. [doi]

An End-to-End Recognition Method for IR-UWB Radar Dynamic Detection Mode for Detecting Targets in Fire Rescue ScenariosSong Wang, Peng Xu, Wenguo Weng, Libo Niu, Rudong Wang. iotj, 11(23):38137-38150, December 2024. [doi]

Graph learning for particle accelerator operationsSong Wang, Chris Tennant, Daniel Moser, Theo Larrieu, Jundong Li. fdata, 7, 2024. [doi]

The mediation effect of innovation in the domestic and international economic development circulationSong Wang, Dailing Hou, Yixin Guo, Liang Dai. taasm, 36(5):989-1001, May 2024. [doi]

Diagnosing Fault Types and Degrees of Transformer Winding Combining FRA Method With SOA-KELMGuohao Wang, Shengxuan Qiu, Fei Xie, Tengqi Luo, Ying Song, Song Wang. access, 12:50287-50299, 2024. [doi]

Design and Implementation of Intelligent Rolling Bearing Based on Variable Reluctance GeneratorSong Wang, Chen Zheng, Tenghao Ma, Tianyang Wang, Shuai Gao, Qiyi Dai, Qinkai Han, Fulei Chu. tim, 73:1-12, 2024. [doi]

Individual mapping and asymmetric dual supervision for discrete cross-modal hashingSong Wang, Huan Zhao, Zixing Zhang 0001, Keqin Li 0001. eswa, 247:123333, 2024. [doi]

Learning Hierarchical Task Structures for Few-shot Graph ClassificationSong Wang, Yushun Dong, Xiao Huang 0001, Chen Chen 0022, Jundong Li. tkdd, 18(3), April 2024. [doi]

AutoEDA: Iterative Data Focusing and Exploratory Analysis Based on Attribute FrequencyTong Wu, Song Wang, Xin Peng. SMC 2024: 4113-4118 [doi]

MS-DETR: Multispectral Pedestrian Detection Transformer With Loosely Coupled Fusion and Modality-Balanced OptimizationYinghui Xing, Shuo Yang, Song Wang, Shizhou Zhang, Guoqiang Liang, Xiuwei Zhang, Yanning Zhang. tits, 25(12):20628-20642, December 2024. [doi]

Analyzing Social Factors to Enhance Suicide Prevention Across Population GroupsRichard Li Xu, Song Wang, Zewei Wang, Yuhan Zhang, Yunyu Xiao, Jyotishman Pathak, David Hodge, Yan Leng, S. Craig Watkins, Ying Ding 0001, Yifan Peng. ichi 2024: 189-199 [doi]

TGLFusion: A Temperature-Guided Lightweight Fusion Method for Infrared and Visible ImagesBao Yan, Longjie Zhao, Kehua Miao, Song Wang, Qinghua Li, Delin Luo. sensors, 24(6):1735, March 2024. [doi]

Value Creation Reflecting CVC Strategic Orientations in Internet Platform Business Ecosystems: The Case of TencentJie Yan, Song Wang, Jie Xiong, Laurent Scaringella, Xin Chen. tem, 71:1531-1541, 2024. [doi]

Graph Anomaly Detection via Cross-Layer IntegrationZheyuan Zhang, Song Wang, Jingguo Ge, Yiming Xu, Yulei Wu, Jifei Wen. ispa 2024: 710-717 [doi]

SAIR: Learning Semantic-Aware Implicit RepresentationCanyu Zhang, Xiaoguang Li, Qing Guo, Song Wang. eccv 2025: 319-335 [doi]

LPBFusion: A Lightweight Pyramid Branch Feature Decomposition for Infrared and Visible Power Image FusionLiping Zhang, Song Wang, Delin Luo. robio 2024: 1401-1406 [doi]

Closing the gap between open source and commercial large language models for medical evidence summarizationGongbo Zhang, Qiao Jin 0001, Yiliang Zhou, Song Wang, Betina Idnay, Yiming Luo, Elizabeth Park, Jordan G. Nestor, Matthew E. Spotnitz, Ali Soroush, Thomas Campion, Zhiyong Lu, Chunhua Weng, Yifan Peng. npjdm, 7(1), 2024. [doi]

KG-CF: Knowledge Graph Completion with Context Filtering under the Guidance of Large Language ModelsZaiyi Zheng, Yushun Dong, Song Wang, Haochen Liu, Qi Wang, Jundong Li. bigdataconf 2024: 805-810 [doi]

Understanding and Modeling Job Marketplace with Pretrained Language ModelsYaochen Zhu, Liang Wu 0006, Binchi Zhang, Song Wang, Qi Guo, Liangjie Hong, Luke Simon, Jundong Li. CIKM 2024: 5143-5150 [doi]

2023

CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image ClassificationRabab Abdelfattah, Qing Guo 0005, Xiaoguang Li, Xiaofeng Wang, Song Wang. iccv 2023: 1348-1357 [doi]

Interpreting Unfairness in Graph Neural Networks via Training Node AttributionYushun Dong, Song Wang, Jing Ma 0002, Ninghao Liu, Jundong Li. AAAI 2023: 7441-7449 [doi]

Multi-Agent Reinforcement Learning for UAVs 3D Trajectory Designing and Mobile Ground Users Scheduling with No-Fly ZonesYunfei Gao, Song Wang, Mingliu Liu, Yulin Hu. iccchina 2023: 1-6 [doi]

Z-Code++: A Pre-trained Language Model Optimized for Abstractive SummarizationPengcheng He, Baolin Peng, Song Wang, Yang Liu, Ruochen Xu, Hany Hassan, Yu Shi, Chenguang Zhu, Wayne Xiong, Michael Zeng 0001, Jianfeng Gao, Xuedong Huang 0001. acl 2023: 5095-5112 [doi]

Label-efficient Segmentation via Affinity PropagationWentong Li, Yuqian Yuan, Song Wang, Wenyu Liu 0005, Dongqi Tang, Jian Liu, Jianke Zhu, Lei Zhang. nips 2023: [doi]

Point2Mask: Point-supervised Panoptic Segmentation via Optimal TransportWentong Li, Yuqian Yuan, Song Wang, Jianke Zhu, Jianshu Li, Jian Liu, Lei Zhang. iccv 2023: 572-581 [doi]

CNN-BiLSTM Based Demand Prediction for Shared BicyclesHaiPeng Li, Lan Shen, Ying Li, Yanhong Jing, Song Wang, Tian Lv. ricai 2023: 864-868 [doi]

Multi-Robot System Map Fusion Based on Wavelet TransformTiedong Ma, Lijuan Guan, Shaoxin Sun, Xiaojie Su, Song Wang. iecon 2023: 1-6 [doi]

Fair Few-Shot Learning with Auxiliary SetsSong Wang, Jing Ma 0002, Lu Cheng 0001, Jundong Li. ecai 2023: 2517-2524 [doi]

LiDAR2Map: In Defense of LiDAR-Based Semantic Map Construction Using Online Camera DistillationSong Wang, Wentong Li, Wenyu Liu 0005, Xiaolu Liu, Jianke Zhu. cvpr 2023: 5186-5195 [doi]

Contrastive Meta-Learning for Few-shot Node ClassificationSong Wang, Zhen Tan, Huan Liu, Jundong Li. kdd 2023: 2386-2397 [doi]

Federated Few-shot LearningSong Wang, Xingbo Fu, Kaize Ding, Chen Chen, Huiyuan Chen, Jundong Li. kdd 2023: 2374-2385 [doi]

Generative Few-shot Graph Classification: An Adaptive PerspectiveSong Wang, Jundong Li. acssc 2023: 317-321 [doi]

Noise-Robust Fine-Tuning of Pretrained Language Models via External GuidanceSong Wang, Zhen Tan, Ruocheng Guo, Jundong Li. emnlp 2023: 12528-12540 [doi]

Few-shot Node Classification with Extremely Weak SupervisionSong Wang, Yushun Dong, Kaize Ding, Chen Chen, Jundong Li. wsdm 2023: 276-284 [doi]

Kinematic Analysis of Overrunning on a Swing Arm Tracked Mobile ChassisSong Wang, Yun Hong, Fanxuan Li, Duanling Li. icira 2023: 53-63 [doi]

LMGQS: A Large-scale Dataset for Query-focused SummarizationRuochen Xu, Song Wang, Yang Liu, Shuohang Wang, Yichong Xu, Dan Iter, Pengcheng He, Chenguang Zhu, Michael Zeng 0001. emnlp 2023: 14764-14776 [doi]

Frequency Domain Feature Learning with Wavelet Transform for Image TranslationHuan Zhao, Yujiang Wang 0005, Tingting Li, Song Wang, Lixuan Li, Xupeng Zha, Zixing Zhang 0001. pricai 2024: 345-357 [doi]

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