| 2026 | AAAI | From Scene to Object: Enhancing Open-Vocabulary Object Detection via Foreground-Background Context Reasoning. | Yanqi Li, Jianwei Niu, Ningbo Gu, Tao Ren |
| 2026 | AAAI | DoKnowAD: Calibrating Normal Representations with Refined Domain Knowledge to Enhance Time Series Anomaly Detection. | Shiwang Xing, Jianwei Niu, Tao Ren |
| 2026 | AAAI | Many Minds, One Path: LLM-Augmented Consensus Decision for Distributed Control in Multi-Agent Collaborative Stable Scenarios. | Zhuohao Yu, Zhe Li, Tao Ren, Chenxue Wang, Junjie Wang, Qing Wang |
| 2026 | AAAI | FairGC: Fostering Individual and Group Fairness for Deep Graph Clustering. | Haodong Zhang, Xinyue Wang, Tao Ren, Yifan Wang, Siyu Yi, Fanchun Meng, Zeyu Ma, Qingqing Long, Wei Ju |
| 2026 | ACL | OntoGuard: Enforcing Action Admissibility for LLM Agents in Complex Interactive Environments. | Pengxiang Liu, Tao Ren, Wei Xiong, Tingrui Yang, Junjie Wang, Jun Hu |
| 2026 | ACL | EdgeFormer: Latency-Aware Collaborative Multi-Head Attention of Transformer Inference in Edge Networks. | Yiming Yao, Jianwei Niu, Bin Dai, Tao Ren |
| 2026 | ICDE | MM2SQL: A Benchmark and Method for Visually-Grounded SQL Generation. | Shengze Shi, Tao Ren, Li Qi, Tingrui Yang, Wei Xiong, Jun Hu |
| 2026 | INFOCOM | SemCache: Semantic-Aware Cache Sharing for Efficient Multi-User LoRA-Adapted LLM Inference at the Edge. | Tao Ren, Yiming Yao, Zheyuan Hu, Jianwei Niu |
| 2026 | ISKE | HGCRE: Heterogeneous Graph Representation Learning via Contrastive Learning. | Dongming Chen, Hongxun Wang, Liu Jiaming, Beilei Wang, Tao Ren |
| 2026 | KDD | Dual Data-centric Separation with Circular Mixup for Noise-resistant Time Series Learning. | Yuhang Pei, Fanchun Meng, Qinghua Ran, Tao Ren, Yifan Wang, Wei Ju, Zimo Wang, Xian-Sheng Hua, Xiao Luo |
| 2026 | KDD | DisCo: Diffusion-guided Unbiased Discriminative Learning for Unsupervised Graph Domain Adaptation. | Haodong Zhang, Tao Ren, Changhu Wang, Yifan Wang, Wei Ju, Huaizhi Tang, Junyu Luo, Zimo Wang, Ziyue Qiao, Xian-Sheng Hua, Xiao Luo |
| 2026 | MSR | VoxTransPD: A Reusable Framework for Noise-Resilient Speech Analysis and Early Parkinson's Detection. | Tengfei Qu, Tao Ren, Yanmiao Kong, Aite Zhao |
| 2026 | PAKDD | Perspective-Insensitive Observation Representation and Role Assignment for MARL. | Wei Xiong, Tingrui Yang, Yong Heng, Jiebo Chen, Qian Gao, Shengze Shi, Tao Ren |
| 2025 | COLING | CateEA: Enhancing Entity Alignment via Implicit Category Supervision. | Guan Dong Feng, Tao Ren, Jun Hu, Dandan Wang |
| 2025 | DASFAA | Decompose then Discriminate: LLMs-Grounded In-Context Learning for Few-Shot Knowledge Base Question Answering. | Shengze Shi, Tao Ren, Xu Lan, Jun Hu |
| 2025 | EMNLP | LEAF: Large Language Diffusion Model for Time Series Forecasting. | Yuhang Pei, Tao Ren, Yifan Wang, Zhipeng Sun, Wei Ju, Chong Chen, XianSheng Hua, Xiao Luo |
| 2025 | EMNLP | Bridging the Editing Gap in LLMs: FineEdit for Precise and Targeted Text Modifications. | Yiming Zeng, Wanhao Yu, Zexin Li, Tao Ren, Yu Ma, Jinghan Cao, Xiyan Chen, Tingting Yu |
| 2025 | ICASSP | VisQ2SQL: Towards SQL-Driven Data Visualization via LLMs-Grounded Preference Learning. | Shengze Shi, Tao Ren, Jun Hu |
| 2025 | ICCV | Benefit from Seen: Enhancing Open-Vocabulary Object Detection by Bridging Visual and Textual Co-Occurrence Knowledge. | Yanqi Li, Jianwei Niu, Tao Ren |
| 2025 | ICLR | FLOPS: Forward Learning with OPtimal Sampling. | Tao Ren, Zishi Zhang, Jinyang Jiang, Guanghao Li, Zeliang Zhang, Mingqian Feng, Yijie Peng |
| 2025 | IJCNN | MAIF: Efficient Multi-agent Communication via Intention Filter. | Chengcheng Wu, Jianwei Niu, Tao Ren |
| 2025 | INFOCOM | ExplabOff: Towards Explorative and Collaborative Task Offloading via Mutual Information-Enhanced MARL. | Tao Ren, Zheyuan Hu, Jianwei Niu, Yiming Yao |
| 2025 | NAACL | Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion. | Guoliang Zhu, Tao Ren, Dandan Wang, Jun Hu |
| 2025 | VTC | Three-Dimensional MIMO-OTFS System for High-Speed Mobile Communication. | Si Ouyang, Zhenxing Chen, Tao Ren, Xiang Li, Ziang Wang, Jingyi Xu |
| 2024 | CIKM | Integrating Structure and Text for Enhancing Hyper-relational Knowledge Graph Representation via Structure Soft Prompt Tuning. | Lijie Li, Hui Wang, Jiahang Li, Xiaodi Xu, Ye Wang, Tao Ren |
| 2024 | INFOCOM | M | Tao Ren, Zheyuan Hu, Jianwei Niu, Weikun Feng, Hang He |
| 2024 | INFOCOM | FedTC: Enabling Communication-Efficient Federated Learning via Transform Coding. | Yixuan Guan, Xuefeng Liu, Jianwei Niu, Tao Ren |
| 2023 | AST | An Intelligent Duplicate Bug Report Detection Method Based on Technical Term Extraction. | Xiaoxue Wu, Wenjing Shan, Wei Zheng, Zhiguo Chen, Tao Ren, Xiaobing Sun |
| 2023 | ICA3PP | Joint Optimization of System Bandwidth and Transmitting Power in Space-Air-Ground Integrated Mobile Edge Computing. | Yuan Qiu, Jianwei Niu, Yiming Yao, Yuxuan Zhao, Tao Ren, Xinzhong Zhu, Kuntuo Zhu |
| 2023 | ICDCS | TransOff: Towards Fast Transferable Computation Offloading in MEC via Embedded Reinforcement Learning. | Zheyuan Hu, Jianwei Niu, Tao Ren |
| 2023 | ICDM | GCFormer: Granger Causality based Attention Mechanism for Multivariate Time Series Anomaly Detection. | Shiwang Xing, Jianwei Niu, Tao Ren |
| 2023 | INFOCOM | Enabling Communication-Efficient Federated Learning via Distributed Compressed Sensing. | Yixuan Guan, Xuefeng Liu, Tao Ren, Jianwei Niu |
| 2023 | INFOCOM | FEAT: Towards Fast Environment-Adaptive Task Offloading and Power Allocation in MEC. | Tao Ren, Zheyuan Hu, Hang He, Jianwei Niu, Xuefeng Liu |
| 2023 | RTSS | RED: A Systematic Real-Time Scheduling Approach for Robotic Environmental Dynamics. | Zexin Li, Tao Ren, Xiaoxi He, Cong Liu |
| 2022 | CCGRID | Anatomical Landmarks Annotation on 2D Lateral Cephalograms with Channel Attention. | Dongfeng Du, Tao Ren, Chen Chen, Yiran Jiang, Guangying Song, Qingfeng Li, Jianwei Niu |
| 2022 | IJCNN | Multi-scale Fusion and Global Semantic Encoding for Affordance Detection. | Yang Zhang, Huiyong Li, Tao Ren, Yuanbo Dou, Qingfeng Li |
| 2021 | CVPR | ArtCoder: An End-to-End Method for Generating Scanning-Robust Stylized QR Codes. | Hao Su, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Ji Wan, Mingliang Xu, Tao Ren |
| 2021 | ISPA | A Novel Shape-based Robotic Sorting Approach based on Computer Vision. | Tanhong Chen, Tao Ren, Jianwei Niu, Qingfeng Li |
| 2021 | ISPA | A Distributed Computation Offloading Scheduling Framework based on Deep Reinforcement Learning. | Bin Dai, Tao Ren, Jianwei Niu, Zheyuan Hu, Shucheng Hu, Meikang Qiu |
| 2021 | ISPA | Object Pose Estimation for Robotic Grasping based on Multi-view Keypoint Detection. | Zheyuan Hu, Renluan Hou, Jianwei Niu, Xiaolong Yu, Tao Ren, Qingfeng Li |
| 2020 | ICRA | A Variable Stiffness Soft Continuum Robot Based on Pre-charged Air, Particle Jamming, and Origami. | Yujia Li, Tao Ren, Yonghua Chen, Michael Z. Q. Chen |
| 2019 | ICNC | CDIA: A Feasible Community Detection Algorithm Based on Influential Nodes in Complex Networks. | Xinyu Huang, Dongming Chen, Tao Ren, Dongqi Wang |
| 2018 | ICRA | Passive and Active Particle Damping in Soft Robotic Actuators *This work is funded by a Basic Research Grant from the University of Hong Kong. | Yunquan Li, Yonghua Chen, Tao Ren, Yong Hu |
| 2010 | SiggraphA | A Japanese text based mobile augmented reality application. | Tao Ren, Yewei Wang |
| 2007 | ACC | Global Stability Analysis about a Congestion Control Scheme for Networks with Time Delay. | Yuanwei Jing, Muyi Yang, Georgi M. Dimirovski, Tao Ren, Yan Zheng |