| 2026 | AAAI | ExpertAD: Enhancing Autonomous Driving Systems with Mixture of Experts. | Haowen Jiang, Xinyu Huang, You Lu, Dingji Wang, Yuheng Cao, Chaofeng Sha, Bihuan Chen, Keyu Chen, Xin Peng |
| 2026 | ACL | MGPO: Thinking with Images via Multi-Turn Grounding-Based Reinforcement Learning. | Xinyu Huang, Yuhao Dong, Weiwei Tian, Bo Li, Rui Feng, Ziwei Liu |
| 2026 | HCI | From Cultural Translation to Dynamic Adaptation: Prioritising User Needs in E-Commerce Interface Design. | Xinyu Huang, Xinmeng Li, Xing Fang |
| 2026 | Mobisys | Automating Model Deployment on Mobile Devices. | Leming Shen, Qiang Yang, Xinyu Huang, Zijing Ma, Yuanqing Zheng, Chris Xiaoxuan Lu |
| 2026 | SENSYS | Jailbreaking Embodied LLMs via Action-Level Manipulation. | Xinyu Huang, Qiang Yang, Leming Shen, Zijing Ma, Yuanqing Zheng |
| 2025 | CCS | Poster: | Zijing Ma, Leming Shen, Xinyu Huang, Yuanqing Zheng |
| 2025 | CVPR | Depth Any Camera: Zero-Shot Metric Depth Estimation from Any Camera. | Yuliang Guo, Sparsh Garg, S. Mahdi H. Miangoleh, Xinyu Huang, Liu Ren |
| 2025 | HCI | Research on the Application of Art Exhibition Hall Design Under Chinese Metrical Design Philosophy. | Xinyu Huang, Jia Liu, Honglei Wang, Shenghang Sun, Qi An |
| 2025 | ICCV | Online Language Splatting. | Saimouli Katragadda, Cho-Ying Wu, Yuliang Guo, Xinyu Huang, Guoquan Huang, Liu Ren |
| 2025 | ICCV | CHARM3R: Towards Unseen Camera Height Robust Monocular 3D Detector. | Abhinav Kumar, Yuliang Guo, Zhihao Zhang, Xinyu Huang, Liu Ren, Xiaoming Liu |
| 2025 | INFOCOM | Data Enhanced Edge Incremental Learning and Resource Allocation over Wireless Network. | Jiayi Cong, Wen Wu, Guoliang Cheng, Changsheng You, Xinyu Huang, Xianfu Chen |
| 2025 | INFOCOM | AVLLM-Based Multimodal Reasoning Segmentation and Detection Approach for Intelligent Driving. | Tantan Zhao, Fan Li, Zehua Wang, Wei Chen, Xinyu Huang |
| 2025 | ICRA | SMART: Advancing Scalable Map Priors for Driving Topology Reasoning. | Junjie Ye, David Paz, Hengyuan Zhang, Yuliang Guo, Xinyu Huang, Henrik I. Christensen, Yue Wang, Liu Ren |
| 2025 | MOBICOM | Poster: Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models. | Xinyu Huang, Leming Shen, Zijing Ma, Yuanqing Zheng |
| 2025 | VTC | Model-Assisted Learning for Environment-Aware Content Delivery in Mobile AR. | Shisheng Hu, Xue Qin, Conghao Zhou, Yingying Pei, Xiaodan Shao, Xinyu Huang, Xuemin Sherman Shen |
| 2025 | SENSYS | GPIoT: Tailoring Small Language Models for IoT Program Synthesis and Development. | Leming Shen, Qiang Yang, Xinyu Huang, Zijing Ma, Yuanqing Zheng |
| 2024 | ADMA | An Extended Few-Shot Learning-Based Approach for Histopathological Image Classification of Pan-Cancer in the Digestive System. | Rui Li, Md Mamunur Rahaman, Xiaoyan Li, Hongzan Sun, Jinzhu Yang, Minghe Gao, Marcin Grzegorzek, Tao Jiang, Xinyu Huang, Chen Li |
| 2024 | ADMA | RBMO-Att-Bi-LSTM: A Red-Billed Blue Magpie Optimiser-Self-attention Mechanism Based Optimisation of Bi-Directional Long- and Short-Term Memory Networks for Classification of COVID-19 CT Images. | Yihao Sun, Tianming Du, Hongzan Sun, Jian Xu, Md Mamunur Rahaman, Xinghao Wang, Xinyu Huang, Tao Jiang, Marcin Grzegorzek, Ning Xu, Chen Li |
| 2024 | CVPR | SeaBird: Segmentation in Bird's View with Dice Loss Improves Monocular 3D Detection of Large Objects. | Abhinav Kumar, Yuliang Guo, Xinyu Huang, Liu Ren, Xiaoming Liu |
| 2024 | CVPR | Behind the Veil: Enhanced Indoor 3D Scene Reconstruction with Occluded Surfaces Completion. | Su Sun, Cheng Zhao, Yuliang Guo, Ruoyu Wang, Xinyu Huang, Yingjie Victor Chen, Liu Ren |
| 2024 | CVPR | Recognize Anything: A Strong Image Tagging Model. | Youcai Zhang, Xinyu Huang, Jinyu Ma, Zhaoyang Li, Zhaochuan Luo, Yanchun Xie, Yuzhuo Qin, Tong Luo, Yaqian Li, Shilong Liu, Yandong Guo, Lei Zhang |
| 2024 | ECCV | SUP-NeRF: A Streamlined Unification of Pose Estimation and NeRF for Monocular 3D Object Reconstruction. | Yuliang Guo, Abhinav Kumar, Cheng Zhao, Ruoyu Wang, Xinyu Huang, Liu Ren |
| 2024 | ECCV | TCLC-GS: Tightly Coupled LiDAR-Camera Gaussian Splatting for Autonomous Driving: Supplementary Materials. | Cheng Zhao, Su Sun, Ruoyu Wang, Yuliang Guo, Jun-Jun Wan, Zhou Huang, Xinyu Huang, Yingjie Victor Chen, Liu Ren |
| 2024 | ICASSP | Deep Sub-Image Sampling Based Defense Against Spatial-Domain Adversarial Steganography. | Xinyu Huang, Yuwen Cao, Tomoaki Ohtsuki |
| 2024 | ICLR | Tag2Text: Guiding Vision-Language Model via Image Tagging. | Xinyu Huang, Youcai Zhang, Jinyu Ma, Weiwei Tian, Rui Feng, Yuejie Zhang, Yaqian Li, Yandong Guo, Lei Zhang |
| 2024 | IROS | Enhancing Online Road Network Perception and Reasoning with Standard Definition Maps. | Hengyuan Zhang, David Paz, Yuliang Guo, Arun Das, Xinyu Huang, Karsten Haug, Henrik I. Christensen, Liu Ren |
| 2024 | TrustCom | 5G-PPDE: A Novel Adaptive Scaling Framework for Enhancing the Resilience of the 5G Cloud Core Network. | Xinyu Huang, Xingxing Liao, Jie Yang, Wei You, Wenhao Wu, Shiru Min, Xinsheng Ji |
| 2023 | AAAI | Jointly Imputing Multi-View Data with Optimal Transport. | Yangyang Wu, Xiaoye Miao, Xinyu Huang, Jianwei Yin |
| 2023 | GLOBECOM | Analysis of Molecule Harvesting by Heterogeneous Receptors on MC Transmitters. | Xinyu Huang, Yu Huang, Miaowen Wen, Nan Yang, Robert Schober |
| 2023 | ICDCS | Digital Twin-Assisted Resource Demand Prediction for Multicast Short Video Streaming. | Xinyu Huang, Wen Wu, Xuemin Sherman Shen |
| 2022 | BMVC | Blind Removal of Facial Foreign Shadows. | Yaojie Liu, Andrew Z. Hou, Xinyu Huang, Liu Ren, Xiaoming Liu |
| 2022 | CVPR | OmniFusion: 360 Monocular Depth Estimation via Geometry-Aware Fusion. | Yuyan Li, Yuliang Guo, Zhixin Yan, Xinyu Huang, Ye Duan, Liu Ren |
| 2022 | CVPR | Symmetry and Uncertainty-Aware Object SLAM for 6DoF Object Pose Estimation. | Nathaniel Merrill, Yuliang Guo, Xingxing Zuo, Xinyu Huang, Stefan Leutenegger, Xi Peng, Liu Ren, Guoquan Huang |
| 2022 | GLOBECOM | Personalized QoE Enhancement for Adaptive Video Streaming: A Digital Twin-Assisted Scheme. | Xinyu Huang, Conghao Zhou, Wen Wu, Mushu Li, Huaqing Wu, Xuemin Shen |
| 2022 | IGARSS | EFFECTS OF MODEL PARAMETER SELECTION ON THE SCALING BIAS CALCULATION OF LEAF AREA INDEX. | Jingyu Zhang, Rui Sun, Mengjia Wang, Xinyu Huang, Helin Zhang |
| 2021 | AIED | Design Dimensions for Holographic Intelligent Agents: A Comparative Analysis. | Xinyu Huang, Fridolin Wild, Denise Whitelock |
| 2020 | GLOBECOM | Parameter Estimation in a Noisy 1D Environment via Two Absorbing Receivers. | Xinyu Huang, Yuting Fang, Adam Noel, Nan Yang |
| 2019 | ICNC | A Probability Transition Matrix-Based Recommendation Algorithm for Bipartite Networks. | Dongming Chen, Chang Liu, Xinyu Huang, Dongqi Wang, Jiarui Yan |
| 2019 | ICNC | CDIA: A Feasible Community Detection Algorithm Based on Influential Nodes in Complex Networks. | Xinyu Huang, Dongming Chen, Tao Ren, Dongqi Wang |
| 2019 | VR | Mask-off: Synthesizing Face Images in the Presence of Head-mounted Displays. | Yajie Zhao, Qingguo Xu, Weikai Chen, Chao Du, Jun Xing, Xinyu Huang, Ruigang Yang |
| 2018 | CVPR | The ApolloScape Dataset for Autonomous Driving. | Xinyu Huang, Xinjing Cheng, Qichuan Geng, Binbin Cao, Dingfu Zhou, Peng Wang, Yuanqing Lin, Ruigang Yang |
| 2018 | ICNC | Community Detection Algorithm For Complex Networks Based on Information Entropy Similarity. | Dongming Chen, Cenyi Luo, Zezhi Yuan, Xinyu Huang, Dongqi Wang |
| 2018 | ICPR | Incremental Kernel Null Foley-Sammon Transform for Person Re-identification. | Xinyu Huang, Jiaolong Xu, Gang Guo |
| 2017 | ICNC | A self-organizing community detection algorithm for complex networks. | Dongming Chen, Zhaoliang Song, Cenyi Luo, Xinyu Huang |
| 2017 | ICVS | Hybrid Distance Metric Learning for Real-Time Pedestrian Detection and Re-identification. | Xinyu Huang, Jiaolong Xu, Gang Guo, Ergong Zheng |
| 2016 | ICIP | Stem cell microscopic image segmentation using supervised normalized cuts. | Xinyu Huang, Chen Li, Minmin Shen, Kimiaki Shirahama, Johanna Nyffeler, Marcel Leist, Marcin Grzegorzek, Oliver Deussen |
| 2014 | ICPR | A Performance Comparison between Circular and Spline-Based Methods for Iris Segmentation. | Yajie Zhao, Changpeng Ti, Xinyu Huang, Alade O. Tokuta, Ruigang Yang |
| 2013 | WACV | An experimental study of pupil constriction for liveness detection. | Xinyu Huang, Changpeng Ti, Qi-zhen Hou, Alade Tokuta, Ruigang Yang |
| 2011 | CVPR | Interreflection removal for photometric stereo by using spectrum-dependent albedo. | Miao Liao, Xinyu Huang, Ruigang Yang |
| 2009 | ACCV | Manifold Estimation in View-Based Feature Space for Face Synthesis across Poses. | Xinyu Huang, Jizhou Gao, Sen-Ching S. Cheung, Ruigang Yang |
| 2009 | CVPR | Image deblurring for less intrusive iris capture. | Xinyu Huang, Liu Ren, Ruigang Yang |
| 2008 | CVPR | Estimating pose and illumination direction for frontal face synthesis. | Xinyu Huang, Xianwang Wang, Jizhou Gao, Ruigang Yang |
| 2008 | ECCV | Illumination and Person-Insensitive Head Pose Estimation Using Distance Metric Learning. | Xianwang Wang, Xinyu Huang, Jizhou Gao, Ruigang Yang |
| 2007 | ACCV | Calibrating Pan-Tilt Cameras with Telephoto Lenses. | Xinyu Huang, Jizhou Gao, Ruigang Yang |
| 2005 | SIGGRAPH | Efficient rendering of integral images. | Ruigang Yang, Xinyu Huang, Shunnan Chen |