| 2026 | AAAI | Schema-Guided Event Reasoning: A Plug-and-Play Event Reasoning Framework Based on Large Language Models. | Yuying Liu, Xuechen Zhao, Yanyi Huang, Ye Wang, Xin Song, Yue Zhang, Haiyan Liu, Bin Zhou |
| 2026 | SIGIR | Counterfactual Multi-task Learning for Delayed Conversion Modeling in E-commerce Sales Pre-Promotion. | Xin Song, Kaiyuan Li, Jinxin Hu |
| 2025 | AAAI | LLM-DR: A Novel LLM-Aided Diffusion Model for Rule Generation on Temporal Knowledge Graphs. | Kai Chen, Xin Song, Ye Wang, Liqun Gao, Aiping Li, Xiaojuan Zhao, Bin Zhou, Yalong Xie |
| 2025 | AAAI | Interweaving Memories of a Siamese Large Language Model. | Xin Song, Zhikai Xue, Guoxiu He, Jiawei Liu, Wei Lu |
| 2025 | ACL | Battling against Tough Resister: Strategy Planning with Adversarial Game for Non-collaborative Dialogues. | Haiyang Wang, Zhiliang Tian, Yuchen Pan, Xin Song, Xin Niu, Minlie Huang, Bin Zhou |
| 2025 | EMNLP | MusKGC: A Flexible Multi-source Knowledge Enhancement Framework for Open-World Knowledge Graph Completion. | Xin Song, Haiyan Liu, Haiyang Wang, Ye Wang, Kai Chen, Bin Zhou |
| 2025 | IWQoS | HiPIPE: Adaptive-Chunk Pipeline Scheduling for Hierarchical Collective Communication. | Xin Song, Manaf Bin-Yahya, Amir Shani |
| 2025 | SIGIR | LREA: Low-Rank Efficient Attention on Modeling Long-Term User Behaviors for CTR Prediction. | Xin Song, Xiaochen Li, Jinxin Hu, Hong Wen, Zulong Chen, Yu Zhang, Xiaoyi Zeng, Jing Zhang |
| 2024 | ACL | A Unified Temporal Knowledge Graph Reasoning Model Towards Interpolation and Extrapolation. | Kai Chen, Ye Wang, Yitong Li, Aiping Li, Han Yu, Xin Song |
| 2024 | COLING | Intent-Aware and Hate-Mitigating Counterspeech Generation via Dual-Discriminator Guided LLMs. | Haiyang Wang, Zhiliang Tian, Xin Song, Yue Zhang, Yuchen Pan, Hongkui Tu, Minlie Huang, Bin Zhou |
| 2024 | EMNLP | F²RL: Factuality and Faithfulness Reinforcement Learning Framework for Claim-Guided Evidence-Supported Counterspeech Generation. | Haiyang Wang, Yuchen Pan, Xin Song, Xuechen Zhao, Minghao Hu, Bin Zhou |
| 2024 | ICDCS | An ML-Accelerated Framework for Large-Scale Constrained Traffic Engineering. | Cheng Gu, Xin Song, Ben Hok Ng, Qiao Xiang, Zehua Guo, Geng Li |
| 2024 | IJCAI | Temporal Knowledge Graph Extrapolation via Causal Subhistory Identification. | Kai Chen, Ye Wang, Xin Song, Siwei Chen, Han Yu, Aiping Li |
| 2024 | IJCNN | Local-Fusion Attention and Semantic-Augmentation Attention for Named Entity Recognition. | Zhouyang Liu, Liang Zhu, Xin Song, Huiting Yuan |
| 2024 | IJCNN | Adaptively Compressed Swarm Learning for Distributed Traffic Prediction over IoV-Web3.0. | Xin Song, Lixing Chen, Junhua Tang, Jianhua Li, Yang Bai, Wu Yang |
| 2024 | MMM | A Lightweight Local Attention Network for Image Super-Resolution. | Feng Chen, Xin Song, Liang Zhu |
| 2024 | WWW | Collaboration-Aware Hybrid Learning for Knowledge Development Prediction. | Liyi Chen, Chuan Qin, Ying Sun, Xin Song, Tong Xu, Hengshu Zhu, Hui Xiong |
| 2023 | ADMA | Feature Representation Enhancing by Context Sensitive Information in CTR Prediction. | Haibo Liu, Yafang Guo, Liang Wang, Xin Song |
| 2023 | ADMA | Multi-teacher Local Semantic Distillation from Graph Neural Networks. | Haibo Liu, Di Zhang, Liang Wang, Xin Song |
| 2023 | APWEB | Entity Resolution Based on Pre-trained Language Models with Two Attentions. | Liang Zhu, Hao Liu, Xin Song, Yonggang Wei, Yu Wang |
| 2023 | CogSci | Incorporating Mental State into Contrastive Learning for Fine-grained Implicit Hate Speech Classification. | Haiyang Wang, Xin Song, Bin Zhou, Xuechen Zhao |
| 2023 | EMNLP | MixTEA: Semi-supervised Entity Alignment with Mixture Teaching. | Feng Xie, Xin Song, Xiang Zeng, Xuechen Zhao, Lei Tian, Bin Zhou, Yusong Tan |
| 2023 | ICANN | A Spatial Interpolation Method Based on Meta-learning with Spatial Weighted Neural Networks. | Liang Zhu, Shijie Jiao, Xin Song, Yonggang Wei, Yu Wang |
| 2023 | ICDE | ResuFormer: Semantic Structure Understanding for Resumes via Multi-Modal Pre-training. | Kaichun Yao, Jingshuai Zhang, Chuan Qin, Xin Song, Peng Wang, Hengshu Zhu, Hui Xiong |
| 2023 | ICDM | Robust Semi-Supervised Learning for Self-learning Open-World Classes. | Wenjuan Xi, Xin Song, Weili Guo, Yang Yang |
| 2023 | PRICAI | A Spatial Interpolation Method Based on BP Neural Network with Bellman Equation. | Liang Zhu, Haiyang Wei, Xin Song, Yonggang Wei, Yu Wang |
| 2023 | RecSys | Generative Learning Plan Recommendation for Employees: A Performance-aware Reinforcement Learning Approach. | Zhi Zheng, Ying Sun, Xin Song, Hengshu Zhu, Hui Xiong |
| 2023 | WISE | Processing Reverse Nearest Neighbor Queries Based on Unbalanced Multiway Region Tree Index. | Liang Zhu, Shilan Zhang, Xin Song, Qin Ma, Weiyi Meng |
| 2022 | DSAA | TiSA: a Time Interval Aware Self-Attention model for Popularity Prediction on Social Networks. | Xiang Zeng, Yujia Liu, Xin Song, Yingdan Shang, Bin Zhou |
| 2022 | HPCC | Self-Paced Pseudo Label Refinement for Multi-view Subspace Clustering. | Xin Song, Zhikui Chen, Jing Gao, Jianning Zhang, Peng Li |
| 2022 | KSEM | A Spatial Interpolation Using Clustering Adaptive Inverse Distance Weighting Algorithm with Linear Regression. | Liang Zhu, Gengchen Hou, Xin Song, Yonggang Wei, Yu Wang |
| 2022 | UIC | Info-HGCN: Hyperbolic Graph Convolution Networks for Information Diffusion Prediction. | Xiang Zeng, Xin Song, Yingdan Shang, Feng Xie, Bin Zhou |
| 2022 | WSDM | Outside In: Market-aware Heterogeneous Graph Neural Network for Employee Turnover Prediction. | Jinquan Hang, Zheng Dong, Hongke Zhao, Xin Song, Peng Wang, Hengshu Zhu |
| 2021 | ICONIP | DGCN-rs: A Dilated Graph Convolutional Networks Jointly Modelling Relation and Semantic for Multi-event Forecasting. | Xin Song, Haiyang Wang, Bin Zhou |
| 2021 | IWCMC | SCMA-OFDM Codebook Design based on IRM. | TuoFeng Lei, Shuyan Ni, Naiping Cheng, Aidi Zhang, Xin Song, DaShuang Yan |
| 2021 | PAKDD | Content Matters: A GNN-Based Model Combined with Text Semantics for Social Network Cascade Prediction. | Yujia Liu, Kang Zeng, Haiyang Wang, Xin Song, Bin Zhou |
| 2021 | PAKDD | A Meta-path Based Graph Convolutional Network with Multi-scale Semantic Extractions for Heterogeneous Event Classification. | Haiyang Wang, Xin Song, Yujia Liu, Chenguang Chen, Bin Zhou |
| 2021 | SEKE | KatGCN: Knowledge-Aware Attention based Temporal Graph Convolutional Network for Multi-Event Prediction. | Xin Song, Haiyang Wang, Kang Zeng, Yujia Liu, Bin Zhou |
| 2021 | SEKE | BEHIND: a 4W-oriented Method for Event Detection from Twitter. | Kang Zeng, Yujia Liu, Xin Song, Bin Zhou |
| 2021 | WISE | MSSF-GCN: Multi-scale Structural and Semantic Information Fusion Graph Convolutional Network for Controversy Detection. | Haiyang Wang, Xin Song, Bin Zhou, Ye Wang, Liqun Gao, Yan Jia |
| 2021 | WISE | Performance Evaluation of Pre-trained Models in Sarcasm Detection Task. | Haiyang Wang, Xin Song, Bin Zhou, Ye Wang, Liqun Gao, Yan Jia |
| 2020 | CogSci | Decision-Making Under Uncertain Circumstances in Borderline Personality Disorder (BPD) Patients. | Mathi Manavalan, Xin Song, Iris Vilares |
| 2020 | CogSci | Decision-Making Under Uncertainty in Major Depression Patients. | Xin Song, Mathi Manavalan, Iris Vilares |
| 2020 | IECON | Optimal Power Allocation for Non-Linear EH Cooperative Network with Multiple Eavesdroppers. | Siyang Xu, Xin Song, Lin Xia, Jing Cao, Haoyang Qi, Zhigang Xie |
| 2019 | DNA | Implementing Arbitrary CRNs Using Strand Displacing Polymerase. | Shalin Shah, Tianqi Song, Xin Song, Ming Yang, John H. Reif |
| 2019 | HPCC | Attitude Estimation Algorithm of Abnormal Gait Recognition with Dynamic Step Conjugate Gradient. | Jing Gao, Pei Shang Gu, Qing Ren, Xin Song |
| 2019 | ISNN | ACPJS: An Anti-noise Concept Drift Processing Algorithm Based on JS-divergence. | Xin Song, Shizhen Qin, Shaokai Niu, Yan Wang |
| 2019 | KDD | The Impact of Person-Organization Fit on Talent Management: A Structure-Aware Convolutional Neural Network Approach. | Ying Sun, Fuzhen Zhuang, Hengshu Zhu, Xin Song, Qing He, Hui Xiong |
| 2018 | ICCSA | An Efficient Transmission Approach for Information-Centric Based Wireless Body Area Networks. | Longzhe Han, Yi Bu, Xin Song, Jia Zhao |
| 2018 | IJCNN | Functional Locality Preserving Projection for Dimensionality Reduction. | Xin Song, Xinwei Jiang, Junbin Gao, Zhihua Cai, Xia Hong |
| 2018 | ISNN | MHFlexDT: A Multivariate Branch Fuzzy Decision Tree Data Stream Mining Strategy Based on Hybrid Partitioning Standard. | Xin Song, Han Wang, Huiyuan He, Yakun Meng |
| 2017 | ICONIP | Robust Adaptive Beamforming in Uniform Circular Array. | Xin Song, Ying Guan, Jinkuan Wang, Jing Gao |
| 2016 | ICASSP | Hyperspectral image classification using set-to-set distance. | Junjun Jiang, Chen Chen, Xin Song, Zhihua Cai |
| 2016 | ICCSA | Rating Prediction Based Job Recommendation Service for College Students. | Rui Liu, Yuanxin Ouyang, Wenge Rong, Xin Song, Cui Tang, Zhang Xiong |
| 2016 | ICNC | Modeling and optimization oriented to the micro-grid-EV joint system. | Yan Li, Peng Han, Jinkuan Wang, Xin Song |
| 2016 | ICONIP | A Spectrum Allocation Algorithm Based on Optimization and Protection in Cognitive Radio Networks. | Jing Gao, Jianyu Lv, Xin Song |
| 2016 | IJCNN | Nonparametrically Guided Autoencoder with Laplace Approximation for dimensionality reduction. | Xinwei Jiang, Xin Song, Junbin Gao, Zhihua Cai, Dongmei Zhang |
| 2015 | FAW | A Data Streams Analysis Strategy Based on Hadoop Scheduling Optimization for Smart Grid Application. | Fengquan Zhou, Xin Song, Yinghua Han, Jing Gao |
| 2015 | ICNC | Geometric-process-based battery management modeling and optimization in the electric vehicle battery switching station. | Peng Han, Jinkuan Wang, Xin Song, Yan Li |
| 2015 | ISNN | Power Control Optimization Method for Transmitted Signals in OFDM Communication Systems. | Jing Gao, Xiaochen Ding, Xin Song |
| 2015 | ISNN | Load Balancing Algorithm Based on Neural Network in Heterogeneous Wireless Networks. | Xin Song, Liangming Wu, Xin Ren, Jing Gao |
| 2014 | ADMA | Dimensionally Reduction: An Experimental Study. | Xin Song, Zhihua Cai, Wei Xu |
| 2014 | ISNN | A Massive Sensor Data Streams Multi-dimensional Analysis Strategy Using Progressive Logarithmic Tilted Time Frame for Cloud-Based Monitoring Application. | Xin Song, Cuirong Wang, Yanjun Chen, Jing Gao |
| 2013 | ICNC | Estimation of low-frequency motion for ship Dynamic Positioning. | Linkai Xu, Haixiang Xu, Hui Feng, Wenjuan Li, Dehua Bu, Xin Song |
| 2013 | ISNN | An Intelligent Optimization Algorithm for Power Control in Wireless Communication Systems. | Jing Gao, Jinkuan Wang, Bin Wang, Xin Song |
| 2013 | ISNN | A Massive Sensor Sampling Data Gathering Optimization Strategy for Concurrent Multi-criteria Target Monitoring Application. | Xin Song, Cuirong Wang, Zhi Xu, Haiyang Zhang |
| 2013 | ISNN | Resource Scheduling of Cloud with QoS Constraints. | Yan Wang, Jinkuan Wang, Cuirong Wang, Xin Song |
| 2013 | ISNN | Utility-Driven Share Scheduling Algorithm in Hadoop. | Cong Wan, Cuirong Wang, Ying Yuan, Haiming Wang, Xin Song |
| 2013 | ISNN | Repeatable Optimization Algorithm Based Discrete PSO for Virtual Network Embedding. | Ying Yuan, Cui-Rong Wang, Cong Wan, Cong Wang, Xin Song |
| 2012 | ICDM | Discovering Aging-Genes by Topological Features in Drosophila melanogaster Protein-Protein Interaction Network. | Xin Song, Yuan-Chun Zhou, Kai Feng, Yan-Hui Li, Jian-Hui Li |
| 2012 | ISNN | Robust Constrained Constant Modulus Algorithm. | Xin Song, Jinkuan Wang, Qiuming Li, Han Wang |
| 2011 | ISNN | A Multi-criteria Target Monitoring Strategy Using MinMax Operator in Formed Virtual Sensor Networks. | Xin Song, Cuirong Wang, Juan Wang |
| 2010 | COLING | A Paraphrasing System for Transforming Regular Expressions into Honorifics. | Dongli Han, Shuntaro Kamochi, Xin Song, Naoki Akegawa, Tomomasa Hori |
| 2006 | IJCNN | Neural Network-Based Robust Adaptive Beamforming. | Xin Song, Jinkuan Wang, Yinghua Han, Dan Tian |
| 2004 | ISNN | Robust Constrained-LMS Algorithm. | Xin Song, Jinkuan Wang, Han Wang |