| 2026 | AAAI | GraphIF: Enhancing Multi-Turn Instruction Following for Large Language Models with Relation Graph Prompt. | Zhenhe Li, Can Lin, Ling Zheng, Wen-Da Wei, Junli Liang, Qi Song |
| 2026 | AAAI | Creating Blank Canvas Against AI-enabled Image Forgery. | Qi Song, Ziyuan Luo, Renjie Wan |
| 2026 | AAAI | Towards Long-window Anchoring in Vision-Language Model Distillation. | Haoyi Zhou, Shuo Li, Tianyu Chen, Qi Song, Chonghan Gao, Jianxin Li |
| 2026 | ACL | Hallucination Detection in Long-Form Text Generated by LLMs: A Benchmark and a Hyper-Relational Knowledge Graph Approach. | Zituo Li, Guangzhou Chen, Jianbin Sun, Qi Song, Kewei Yang |
| 2026 | ACL | TIGER: Text-Informed Generalized Enzyme-Reaction Retrieval. | Yuhang Zhang, Keyan Ding, Peilin Chen, Han Liu, Can Lin, Ruixi Chen, Shiqi Wang, Qi Song |
| 2026 | DASFAA | All-or-Nothing: Towards Hyperedge-Consistent Node Classification. | Ziwen Wang, Yihan Wang, Junli Liang, Rong Lin, Wangqiu Zhou, Pengfei Zhou, Ling Zheng, Hao Liu, Qi Song |
| 2026 | INFOCOM | Chunip: Charging-Uninterrupted In-Band Parallel Communication for Magnetic MIMO Wireless Power Transfer System. | Xinyu Wang, Shenyao Jiang, Hao Zhou, Tianjian Yang, Bo Qian, Ying Liu, Qi Song, Yusheng Ji |
| 2026 | INFOCOM | Heterogeneity-Oblivious Robust Federated Learning. | Weiyao Zhang, Jinyang Li, Qi Song, Miao Wang, Chungang Lin, Haitong Luo, Xuying Meng, Yujun Zhang |
| 2026 | KSEM | A Multi-stage Framework for Chemical Multimodal Knowledge Graph Construction Using Large Language Models. | Bin Guo, Yuhang Zhang, Zhenhe Li, Qi Song |
| 2026 | QoMEX | Naturalistic Typographic Attacks on VLM-Based Image Quality Assessment. | Ziyuan Luo, Xinyu Chen, Qi Song, Renjie Wan |
| 2025 | CIKM | LGC-CR: Few-shot Knowledge Graph Completion via Local Global Contrastive Learning and LLM-Guided Refinement. | Yiming Xu, Qi Song, Yihan Wang, Wangqiu Zhou, Junli Liang |
| 2025 | EMNLP | RJE: A Retrieval-Judgment-Exploration Framework for Efficient Knowledge Graph Question Answering with LLMs. | Can Lin, Zhengwang Jiang, Ling Zheng, Qi Zhao, Yuhang Zhang, Qi Song, Wangqiu Zhou |
| 2025 | INFOCOM | Fast and Anti-starvation Charging Device Grouping for Magnetic Wireless Power Transfer. | Xinyu Wang, Wangqiu Zhou, Hao Zhou, Tianjian Yang, Shenyao Jiang, Zhi Liu, Yusheng Ji, Qi Song |
| 2025 | KDD | CrossLinear: Plug-and-Play Cross-Correlation Embedding for Time Series Forecasting with Exogenous Variables. | Pengfei Zhou, Yunlong Liu, Junli Liang, Qi Song, Xiangyang Li |
| 2025 | NAACL | Improving Pre-trained Language Models with Knowledge Enhancement and Filtering Framework. | Qi Zhao, Qi Song, Tian Xie, Haiyue Zhang, Hongyu Yang, Xiangyang Li |
| 2025 | WWW | Unleashing the Potential of Two-Tower Models: Diffusion-Based Cross-Interaction for Large-Scale Matching. | Yihan Wang, Fei Xiong, Zhexin Han, Qi Song, Kaiqiao Zhan, Ben Wang |
| 2024 | ADMA | Query Exploration Based on Knowledge Reasoning. | Tian Xie, Qi Song, Qi Zhao, Hao Jiang, Yijie Li, Tongjing Zhu |
| 2024 | CIKM | Enhancing Playback Performance in Video Recommender Systems with an On-Device Gating and Ranking Framework. | Yunfei Yang, Zhenghao Qi, Honghuan Wu, Qi Song, Tieyao Zhang, Hao Li, Yimin Tu, Kaiqiao Zhan, Ben Wang |
| 2024 | ECCV | Protecting NeRFs' Copyright via Plug-And-Play Watermarking Base Model. | Qi Song, Ziyuan Luo, Ka Chun Cheung, Simon See, Renjie Wan |
| 2024 | ICASSP | BFRFormer: Transformer-Based Generator for Real-World Blind Face Restoration. | Guojing Ge, Qi Song, Guibo Zhu, Yuting Zhang, Jinglu Chen, Miao Xin, Ming Tang, Jinqiao Wang |
| 2024 | ICASSP | An Empirical Study on the Impact of Positional Encoding in Transformer-Based Monaural Speech Enhancement. | Qiquan Zhang, Meng Ge, Hongxu Zhu, Eliathamby Ambikairajah, Qi Song, Zhaoheng Ni, Haizhou Li |
| 2024 | ICRA | Incremental 3D Reconstruction through a Hybrid Explicit-and-Implicit Representation. | Feifei Li, Panwen Hu, Qi Song, Rui Huang |
| 2024 | SECON | LAORA: Location-Aware Orientation Adjustment for MIMO Magnetic Wireless Charging System. | Lingchang Kong, Xinyu Wang, Hao Zhou, Fengyu Zhou, Shenyao Jiang, Peide Zhu, Qi Song, Zhi Liu |
| 2023 | ICASSP | Ripple Sparse Self-Attention for Monaural Speech Enhancement. | Qiquan Zhang, Hongxu Zhu, Qi Song, Xinyuan Qian, Zhaoheng Ni, Haizhou Li |
| 2023 | ICDAR | MUGS: A Multiple Granularity Semi-supervised Method for Text Recognition. | Qi Song, Qianyi Jiang, Lei Wang, Lingling Zhao, Rui Zhang |
| 2023 | ICDE | Efficient Deep Ensemble Inference via Query Difficulty-dependent Task Scheduling. | Zichong Li, Lan Zhang, Mu Yuan, Miaohui Song, Qi Song |
| 2023 | ICDE | Fair Group Summarization with Graph Patterns. | Hanchao Ma, Sheng Guan, Mengying Wang, Qi Song, Yinghui Wu |
| 2023 | ICIP | Degradation Conditioned GAN for Degradation Generalization of Face Restoration Models. | Qi Song, Wu Shi, Guojing Ge, Liang Chang |
| 2023 | WWW | CoTel: Ontology-Neural Co-Enhanced Text Labeling. | Miao-Hui Song, Lan Zhang, Mu Yuan, Zichong Li, Qi Song, Yijun Liu, Guidong Zheng |
| 2022 | AAAI | Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration. | Ziwei Luo, Jing Hu, Xin Wang, Shu Hu, Bin Kong, Youbing Yin, Qi Song, Xi Wu, Siwei Lyu |
| 2022 | AAAI | Fully Attentional Network for Semantic Segmentation. | Qi Song, Jie Li, Chenghong Li, Hao Guo, Rui Huang |
| 2022 | CHI | Combining Spatial and Non-Spatial Sonification for Sound Localization in Virtual Environment: a Subjective Study. | Qi Song, Nai-Ming Yao, Zihao Feng, Hui Chen, Hongan Wang |
| 2022 | ICASSP | Synergistic Network Learning and Label Correction for Noise-Robust Image Classification. | Chen Gong, Kong Bin, Eric J. Seibel, Xin Wang, Youbing Yin, Qi Song |
| 2022 | ICASSP | Joint Learning for Addressee Selection and Response Generation in Multi-Party Conversation. | Qi Song, Sheng Li, Ping Wei, Ge Luo, Xinpeng Zhang, Zhenxing Qian |
| 2022 | ICASSP | Time-Frequency Attention for Monaural Speech Enhancement. | Qiquan Zhang, Qi Song, Zhaoheng Ni, Aaron Nicolson, Haizhou Li |
| 2022 | Interspeech | PLCNet: Real-time Packet Loss Concealment with Semi-supervised Generative Adversarial Network. | Baiyun Liu, Qi Song, Mingxue Yang, Wuwen Yuan, Tianbao Wang |
| 2021 | AAAI | AttaNet: Attention-Augmented Network for Fast and Accurate Scene Parsing. | Qi Song, Kangfu Mei, Rui Huang |
| 2021 | ICDAR | Heterogeneous Network Based Semi-supervised Learning for Scene Text Recognition. | Qianyi Jiang, Qi Song, Nan Li, Rui Zhang, Xiaolin Wei |
| 2021 | ICDE | Explaining Missing Data in Graphs: A Constraint-based Approach. | Qi Song, Peng Lin, Hanchao Ma, Yinghui Wu |
| 2021 | ICIP | Imperceptible Adversarial Examples For Fake Image Detection. | Quanyu Liao, Yuezun Li, Xin Wang, Bin Kong, Bin Zhu, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu |
| 2021 | IJCAI | Stochastic Actor-Executor-Critic for Image-to-Image Translation. | Ziwei Luo, Jing Hu, Xin Wang, Siwei Lyu, Bin Kong, Youbing Yin, Qi Song, Xi Wu |
| 2021 | Interspeech | Temporal Convolutional Network with Frequency Dimension Adaptive Attention for Speech Enhancement. | Qiquan Zhang, Qi Song, Aaron Nicolson, Tian Lan, Haizhou Li |
| 2021 | SIGMOD | GRIP: Constraint-based Explanation of Missing Answers for Graph Queries. | Qi Song, Hanchao Ma, Peng Lin, Yinghui Wu |
| 2020 | DAS | ALEC: An Accurate, Light and Efficient Network for CAPTCHA Recognition. | Nan Li, Qianyi Jiang, Qi Song, Rui Zhang, Xiaolin Wei |
| 2020 | ICDE | Repairing Entities using Star Constraints in Multirelational Graphs. | Peng Lin, Qi Song, Yinghui Wu, Jiaxing Pi |
| 2020 | ICPR | ReADS: A Rectified Attentional Double Supervised Network for Scene Text Recognition. | Qi Song, Qianyi Jiang, Nan Li, Rui Zhang, Xiaolin Wei |
| 2020 | ICPR | Robust Lexicon-Free Confidence Prediction for Text Recognition. | Qi Song, Qianyi Jiang, Rui Zhang, Xiaolin Wei |
| 2020 | IJCNN | Fast Local Attack: Generating Local Adversarial Examples for Object Detectors. | Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu |
| 2020 | SIGdial | How Self-Attention Improves Rare Class Performance in a Question-Answering Dialogue Agent. | Adam Stiff, Qi Song, Eric Fosler-Lussier |
| 2019 | CVPR | Learn To Be Uncertain: Leveraging Uncertain Labels In Chest X-rays With Bayesian Neural Networks. | Hao-Yu Yang, Junling Yang, Yue Pan, Kunlin Cao, Qi Song, Feng Gao, Youbing Yin |
| 2019 | ICDAR | Reading Chinese Scene Text with Arbitrary Arrangement Based on Character Spotting. | Qi Song, Rui Zhang, Yongsheng Zhou, Qianyi Jiang, Xi Liu, Haozong Wang, Dong Wang |
| 2019 | ICDAR | ICDAR 2019 Robust Reading Challenge on Reading Chinese Text on Signboard. | Rui Zhang, Mingkun Yang, Xiang Bai, Baoguang Shi, Dimosthenis Karatzas, Shijian Lu, C. V. Jawahar, Yongsheng Zhou, Qianyi Jiang, Qi Song, Nan Li, Kai Zhou, Lei Wang, Dong Wang, Minghui Liao |
| 2019 | ICDE | Answering Why-Questions for Subgraph Queries in Multi-attributed Graphs. | Qi Song, Mohammad Hossein Namaki, Yinghui Wu |
| 2019 | MICCAI | A Multi-modality Network for Cardiomyopathy Death Risk Prediction with CMR Images and Clinical Information. | Chaoyang Xia, Xiaojie Li, Xin Wang, Bin Kong, Yucheng Chen, Youbing Yin, Kunlin Cao, Qi Song, Siwei Lyu, Xi Wu |
| 2019 | SIGMOD | NAVIGATE: Explainable Visual Graph Exploration by Examples. | Mohammad Hossein Namaki, Qi Song, Yinghui Wu |
| 2019 | SIGMOD | Answering Why-questions by Exemplars in Attributed Graphs. | Mohammad Hossein Namaki, Qi Song, Yinghui Wu, Shengqi Yang |
| 2019 | SEKE | ACNET: Attention-based Convolution Network with Additional Discriminative Features for DCM Classification (S). | Chao Luo, Xin Wang, Xiaojie Li, Yucheng Chen, Jiliu Zhou, Kunlin Cao, Qi Song, Xi Wu, Youbing Yin |
| 2018 | ACCV | Robust Multimodal Image Registration Using Deep Recurrent Reinforcement Learning. | Shanhui Sun, Jing Hu, Mingqing Yao, Jinrong Hu, Xiaodong Yang, Qi Song, Xi Wu |
| 2018 | CIKM | TGNet: Learning to Rank Nodes in Temporal Graphs. | Qi Song, Bo Zong, Yinghui Wu, Lu-An Tang, Hui Zhang, Guofei Jiang, Haifeng Chen |
| 2018 | DASFAA | Discovering Graph Patterns for Fact Checking in Knowledge Graphs. | Peng Lin, Qi Song, Jialiang Shen, Yinghui Wu |
| 2018 | ICLR | Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection. | Bo Zong, Qi Song, Martin Renqiang Min, Wei Cheng, Cristian Lumezanu, Dae-ki Cho, Haifeng Chen |
| 2018 | MICCAI | Invasive Cancer Detection Utilizing Compressed Convolutional Neural Network and Transfer Learning. | Bin Kong, Shanhui Sun, Xin Wang, Qi Song, Shaoting Zhang |
| 2018 | MICCAI | Integrate Domain Knowledge in Training CNN for Ultrasonography Breast Cancer Diagnosis. | Jiali Liu, Wanyu Li, Ningbo Zhao, Kunlin Cao, Youbing Yin, Qi Song, Hanbo Chen, Xuehao Gong |
| 2017 | CIKM | Discovering Graph Temporal Association Rules. | Mohammad Hossein Namaki, Yinghui Wu, Qi Song, Peng Lin, Tingjian Ge |
| 2017 | ISNN | Neuroadaptive PID-like Fault-Tolerant Control of High Speed Trains with Uncertain Model and Unknown Tracking/Braking Actuation Characteristics. | Qi Song, Tao Sun |
| 2016 | ICARCV | UKF based two-timescale control for a helicopter. | Qi Song, Zhe Jiang |
| 2016 | ICDM | Mining Summaries for Knowledge Graph Search. | Qi Song, Yinghui Wu, Xin Luna Dong |
| 2014 | UCC | NSLPA: A Node Similarity Based Label Propagation Algorithm for Real-Time Community Detection. | Qi Song, Bo Li, Weiren Yu, Jianxin Li, Bin Shi |
| 2013 | MICCAI | Organ Localization Using Joint AP/LAT View Landmark Consensus Detection and Hierarchical Active Appearance Models. | Qi Song, Albert Montillo, Roshni R. Bhagalia, V. Srikrishnan |
| 2012 | CVPR | Fast dynamic programming for labeling problems with ordering constraints. | Junjie Bai, Qi Song, Olga Veksler, Xiaodong Wu |
| 2012 | VTC | On Reliable Multicast with Network Coding-ARQ for Relay Cooperation Cells. | Qi Song, Yonghua Li, Zhiqiang He, Jiaru Lin |
| 2011 | CVPR | Feature guided motion artifact reduction with structure-awareness in 4D CT images. | Dongfeng Han, John E. Bayouth, Qi Song, Sudershan Bhatia, Milan Sonka, Xiaodong Wu |
| 2011 | ISNN | Fuzzy-Adaptive Fault-Tolerant Control of High Speed Train Considering Traction/Braking Faults and Nonlinear Resistive Forces. | M. R. Wang, Yong-Duan Song, Qi Song, Peng Han |
| 2011 | MICCAI | Faster Segmentation Algorithm for Optical Coherence Tomography Images with Guaranteed Smoothness. | Lei Xu, Branislav Stojkovic, Hu Ding, Qi Song, Xiaodong Wu, Milan Sonka, Jinhui Xu |
| 2010 | CVPR | Simultaneous searching of globally optimal interacting surfaces with shape priors. | Qi Song, Xiaodong Wu, Yunlong Liu, Milan Sonka, Mona Kathryn Garvin |
| 2010 | ICARCV | Dealing with nonlinear and uncertain nonlinear resistances in train control via adaptive approach. | Qi Song, Yongduan Song |
| 2010 | MICCAI | Graph Search with Appearance and Shape Information for 3-D Prostate and Bladder Segmentation. | Qi Song, Yinxiao Liu, Yunlong Liu, Punam K. Saha, Milan Sonka, Xiaodong Wu |
| 2009 | MICCAI | Optimal Graph Search Segmentation Using Arc-Weighted Graph for Simultaneous Surface Detection of Bladder and Prostate. | Qi Song, Xiaodong Wu, Yunlong Liu, Mark Smith, John M. Buatti, Milan Sonka |
| 2007 | ICRA | Noise Covariance Identification Based Adaptive UKF with Application to Mobile Robot Systems. | Qi Song, Zhe Jiang, Jianda Han |