| 2025 | CVPR | OpenSDI: Spotting Diffusion-Generated Images in the Open World. | Yabin Wang, Zhiwu Huang, Xiaopeng Hong |
| 2025 | IECON | Vehicle Trajectory Prediction with Driving Style-Aware Spatial-Temporal Fusion Network. | Zhiwu Huang, Yicong He, Guoyu Gu, Heng Li, Yutao Chen, Yongjie Liu |
| 2025 | IECON | Sequential Intention-driven Vehicle Trajectory Prediction Integrated with Spatial-Temporal Features. | Zhiwu Huang, Zhuozhuo Zhang, Zini Wang, Heng Li, Yingqi Wang, Yongjie Liu |
| 2025 | IECON | Battery Health and Shifting-Aware Gear Ratio Optimization for Distributed Drive Electric Trucks. | Shaokun Li, Zhiwu Huang, Yue Wu, Xiaoyong Zhang |
| 2025 | IECON | Cooperative Reinforcement Learning for Car-Following and Energy Management Optimization of Dual-Motor Electric Vehicles. | Yao Peng, Zhiwu Huang, Yue Wu, Shaokun Li, Xiaoyong Zhang |
| 2025 | VTC | Air-Ground Collaborative Mobile Crowdsensing by Predictive Multi-Agent Deep Reinforcement Learning. | Hu He, Jun Peng, Lin Cai, Weirong Liu, Zhiwu Huang |
| 2024 | HealthCom | A Rapid Charging Strategy Based on Joint Optimization of Charging Time and Aging Degradation. | Kaifu Guan, Zhiwu Huang, Yongjie Liu, Yue Wu, Yunsheng Fan, Heng Li |
| 2024 | HPCC | Lateral Control of Autonomous Vehicles Using Barrier Lyapunov Function. | Zhiwu Huang, Liuye Shao, Bin Chen, Yue Wu, Boyu Shu, Heng Li |
| 2024 | HPCC | Cooperative Cell Balancing For Supercapacitors With Reinforcement Learning. | Zhiwu Huang, Yundong Song, Yulin Zhang, Yunsheng Fan, Shilong Zhuo, Taozhen Chang, Heng Li |
| 2024 | HPCC | Core Temperature-Aware Optimal Preheating Strategy for Lithium-ion Battery. | Zhiwu Huang, Xi Yan, Yongjie Liu, Kaifu Guan, Lisen Yan, Fei Li |
| 2024 | HPCC | Reinforcement Learning-Driven Relay Selection for Enhanced V2V Communication in Vehicle Platoons. | Xiaoyong Zhang, Meng Liu, Xin Gu, Jun Peng, Heng Li, Zhiwu Huang, Weirong Liu, Fu Jiang |
| 2024 | IECON | A Counterfactual Reasoning-based Trajectory Prediction Model for Multiple Agents. | Zhiwu Huang, Xinshu Yang, Heng Li, Hongjiang He, Hui Peng, Jing Wang |
| 2024 | Mobiquitous | AI Robust Anomaly Localization for DC Microgrid Using Adversarial Autoencoder. | Jieqi Rong, Weirong Liu, Fu Jiang, Heng Li, Lisen Yan, Jun Peng, Zhiwu Huang |
| 2024 | SMC | Optimal Operator-based Modeling for Open Circuit Voltage Hysteresis of LiFePO4 Batteries. | Lisen Yan, Jun Peng, Yue Wu, Zeyu Zhu, Heng Li, Zhiwu Huang |
| 2023 | AAAI | Riemannian Local Mechanism for SPD Neural Networks. | Ziheng Chen, Tianyang Xu, Xiao-Jun Wu, Rui Wang, Zhiwu Huang, Josef Kittler |
| 2023 | AAAI | Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference. | Yabin Wang, Zhiheng Ma, Zhiwu Huang, Yaowei Wang, Zhou Su, Xiaopeng Hong |
| 2023 | CVPR | Freestyle Layout-to-Image Synthesis. | Han Xue, Zhiwu Huang, Qianru Sun, Li Song, Wenjun Zhang |
| 2023 | IJCNN | Exploring the Hysteresis Effect of Li-ion Batteries: A Machine Learning based Approach. | Fei Li, Sijie Zhang, Heng Li, Yaoxin Xia, Lisen Yan, Zhiwu Huang |
| 2023 | IECON | Spatial-Temporal Data-Driven Speed Prediction for Energy Management of Battery/Supercapacitor Electric Vehicles. | Yue Wu, Zhiwu Huang, Yunhong Che, Zini Wang, Jun Peng |
| 2023 | WACV | A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials. | Chuqiao Li, Zhiwu Huang, Danda Pani Paudel, Yabin Wang, Mohamad Shahbazi, Xiaopeng Hong, Luc Van Gool |
| 2022 | CVPR | Generative Flows with Invertible Attentions. | Rhea Sanjay Sukthanker, Zhiwu Huang, Suryansh Kumar, Radu Timofte, Luc Van Gool |
| 2022 | VTC | Markov Analysis of C-V2X Resource Reservation for Vehicle Platooning. | Xin Gu, Jun Peng, Lin Cai, Xiaoyong Zhang, Zhiwu Huang |
| 2022 | WACV | Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo. | Francesco Sarno, Suryansh Kumar, Berk Kaya, Zhiwu Huang, Vittorio Ferrari, Luc Van Gool |
| 2022 | TrustCom | Battery Aging-Robust Driving Range Prediction of Electric Bus. | Heng Li, Zhijun Liu, Yongting Liu, Hui Peng, Rui Zhang, Jun Peng, Zhiwu Huang |
| 2022 | TrustCom | A Thermal-Aware Digital Twin Model of Permanent Magnet Synchronous Motors (PMSM) Based on BP Neural Networks. | Heng Li, Zeyu Zhu, Peinan He, Yingze Yang, Bin Chen, Jun Peng, Zhiwu Huang |
| 2021 | AAAI | Neural Architecture Search as Sparse Supernet. | Yan Wu, Aoming Liu, Zhiwu Huang, Siwei Zhang, Luc Van Gool |
| 2021 | AISTATS | Spectral Tensor Train Parameterization of Deep Learning Layers. | Anton Obukhov, Maxim V. Rakhuba, Alexander Liniger, Zhiwu Huang, Stamatios Georgoulis, Dengxin Dai, Luc Van Gool |
| 2021 | CVPR | GANmut: Learning Interpretable Conditional Space for Gamut of Emotions. | Stefano d'Apolito, Danda Pani Paudel, Zhiwu Huang, Andrs Romero, Luc Van Gool |
| 2021 | CVPR | Efficient Conditional GAN Transfer With Knowledge Propagation Across Classes. | Mohamad Shahbazi, Zhiwu Huang, Danda Pani Paudel, Ajad Chhatkuli, Luc Van Gool |
| 2021 | ICCV | Direct Differentiable Augmentation Search. | Aoming Liu, Zehao Huang, Zhiwu Huang, Naiyan Wang |
| 2021 | IJCAI | Neural Architecture Search of SPD Manifold Networks. | Rhea Sanjay Sukthanker, Zhiwu Huang, Suryansh Kumar, Erik Goron Endsjo, Yan Wu, Luc Van Gool |
| 2021 | VTC | Performance Analysis on Access Collision in Semi-Persistent Scheduling of C-V2X Mode 4. | Xin Gu, Jun Peng, Yijun Cheng, Xiaoyong Zhang, Weirong Liu, Zhiwu Huang, Lin Cai |
| 2021 | SMC | An Optimal Pulse Heating Strategy for Lithium-ion Battery Considering both Capacity Fade and Heating Time. | Honglang Jiang, Zhiwu Huang, Yongjie Liu, Dianzhu Gao, Zhiwei Gao, Heng Li, Weirong Liu, Jun Peng |
| 2021 | SMC | Optimal Charging of Supercapacitors with Limited Charging Time. | Heng Li, Lu Bai, Dianzhu Gao, Jun Peng, Zhiwu Huang |
| 2021 | WACV | Facial Emotion Recognition with Noisy Multi-task Annotations. | Siwei Zhang, Zhiwu Huang, Danda Pani Paudel, Luc Van Gool |
| 2020 | BMVC | Weakly Paired Multi-Domain Image Translation. | Marc Yanlong Zhang, Zhiwu Huang, Danda Pani Paudel, Janine Thoma, Luc Van Gool |
| 2020 | CVPR | NTIRE 2020 Challenge on Video Quality Mapping: Methods and Results. | Dario Fuoli, Zhiwu Huang, Martin Danelljan, Radu Timofte, Hua Wang, Longcun Jin, Dewei Su, Jing Liu, Jaehoon Lee, Michal Kudelski, Lukasz Bala, Dmitry Hrybov, Marcin Mozejko, Muchen Li, Siyao Li, Bo Pang, Cewu Lu, Chao Li, Dongliang He, Fu Li, Shilei Wen |
| 2020 | ECCV | AIM 2020 Challenge on Video Extreme Super-Resolution: Methods and Results. | Dario Fuoli, Zhiwu Huang, Shuhang Gu, Radu Timofte, Arnau Raventos, Aryan Esfandiari, Salah Karout, Xuan Xu, Xin Li, Xin Xiong, Jinge Wang, Pablo Navarrete Michelini, Wenhao Zhang, Dongyang Zhang, Hanwei Zhu, Dan Xia, Haoyu Chen, Jinjin Gu, Zhi Zhang, Tongtong Zhao, Shanshan Zhao, Kazutoshi Akita, Norimichi Ukita, Hrishikesh P. S, Densen Puthussery, C. V. Jiji |
| 2020 | ECCV | Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search. | Yuan Tian, Qin Wang, Zhiwu Huang, Wen Li, Dengxin Dai, Minghao Yang, Jun Wang, Olga Fink |
| 2020 | SMC | Foreign Objects Intrusion Detection Using Millimeter Wave Radar on Railway Crossings. | Huiling Cai, Fei Li, Dianzhu Gao, Yingze Yang, Shuo Li, Kai Gao, Aina Qin, Chao Hu, Zhiwu Huang |
| 2020 | SMC | Logistics Distribution Path Planning Based on Fireworks Differential Algorithm. | Dan Chen, Xiaoyong Zhang, Dianzhu Gao, Kai Gao, Mengfei Wen, Zhiwu Huang |
| 2020 | SMC | A Traffic Flow Adaptive Energy Saving Scheme for Smart Lighting Systems. | Yunsheng Fan, Zhiwu Huang, Fang Liu, Yue Wu, Yongjie Liu, Yingze Yang, Weirong Liu, Jun Peng |
| 2020 | SMC | Optimal Filter-Based Energy Management for Hybrid Energy Storage Systems with Energy Consumption Minimization. | Jiahao Huang, Zhiwu Huang, Yue Wu, Hongtao Liao, Yongjie Liu, Heng Li, Mengfei Wen, Jun Peng |
| 2020 | SMC | Car-Following Safe Headway Strategy with Battery-Health Conscious: A Reinforcement Learning Approach. | Xi Jia, Jun Peng, Yongjie Liu, Bo Liu, Pingping Wang, Yao Lu, Mengfei Wen, Zhiwu Huang |
| 2020 | SMC | A Hierarchical State of Charge Estimation Method for Lithium-ion Batteries via XGBoost and Kalman Filter. | Shiyu Song, Xiaoyong Zhang, Dianzhu Gao, Fu Jiang, Yue Wu, Jiahao Huang, Yadong Gong, Bowen Liu, Zhiwu Huang |
| 2020 | SMC | An Adaptive Deep Q-learning Service Migration Decision Framework for Connected Vehicles. | Chenglong Wang, Jun Peng, Fu Jiang, Xiaoyong Zhang, Weirong Liu, Xin Gu, Zhiwu Huang |
| 2019 | AAAI | Manifold-Valued Image Generation with Wasserstein Generative Adversarial Nets. | Zhiwu Huang, Jiqing Wu, Luc Van Gool |
| 2019 | CVPR | Sliced Wasserstein Generative Models. | Jiqing Wu, Zhiwu Huang, Dinesh Acharya, Wen Li, Janine Thoma, Danda Pani Paudel, Luc Van Gool |
| 2019 | IECON | A Novel Adhesion Force Estimation for Railway Vehicles Using an Extended State Observer. | Bin Chen, Zhiwu Huang, Weirong Liu, Rui Zhang, Feng Zhou, Jun Peng |
| 2019 | IECON | Adaptive Precision Automatic Train Stop Control based on Pneumatic Brake Systems. | Rui Zhang, Jun Peng, Feng Zhou, Bin Chen, Weirong Liu, Zhiwu Huang |
| 2018 | AAAI | Building Deep Networks on Grassmann Manifolds. | Zhiwu Huang, Jiqing Wu, Luc Van Gool |
| 2018 | CVPR | Covariance Pooling for Facial Expression Recognition. | Dinesh Acharya, Zhiwu Huang, Danda Pani Paudel, Luc Van Gool |
| 2018 | ECCV | Wasserstein Divergence for GANs. | Jiqing Wu, Zhiwu Huang, Janine Thoma, Dinesh Acharya, Luc Van Gool |
| 2017 | AAAI | A Riemannian Network for SPD Matrix Learning. | Zhiwu Huang, Luc Van Gool |
| 2017 | CVPR | Deep Learning on Lie Groups for Skeleton-Based Action Recognition. | Zhiwu Huang, Chengde Wan, Thomas Probst, Luc Van Gool |
| 2017 | ISPA | A Safe and Reliable Anti-Lock Wheel Control with Enhanced Forgotten Factor for Brake Operation of Heavy Train. | Shuai Zhang, Zhiwu Huang, Yingze Yang, Kai Gao, Cong Zhu |
| 2017 | VTC | Cooperative Neural Fitted Learning for Distributed Energy Management in Microgrids via Wireless Networks. | Weirong Liu, Peng Zhuang, Yuan Liu, Hao Liang, Zhiwu Huang, Jun Peng |
| 2017 | SMC | An optimal task decision method for a warehouse robot with multiple tasks based on linear temporal logic. | Shuai Hao, Zhiwu Huang, Lulu Wang, Rui Zhang, Xiaoyong Zhang, Jun Peng, Wentao Yu |
| 2017 | SMC | Consensus control for state-of-energy balancing between the supercapacitor modules in cyber-physical energy system. | Chengzhang Lyu, Zhiwu Huang, Heng Li, Yanhui Zhou, Jun Peng, Yingze Yang |
| 2017 | SMC | Robust and accurate state-of-charge estimation for lithium-ion batteries using generalized extended state observer. | Yu Song, Weirong Liu, Heng Li, Yanhui Zhou, Zhiwu Huang, Fu Jiang |
| 2016 | APSCC | Genetic Based Data Placement for Geo-Distributed Data-Intensive Applications in Cloud Computing. | Weifeng Fan, Jun Peng, Xiaoyong Zhang, Zhiwu Huang |
| 2016 | GLOBECOM | A Combinatorial Optimization for Energy-Efficient Mobile Cloud Offloading over Cellular Networks. | Kaiyang Liu, Jun Peng, Xiaoyong Zhang, Zhiwu Huang |
| 2016 | GLOBECOM | A Hybrid Particle Swarm Ant Colony Based Resource Reservation for Geo-Distributed Cloud Service. | Yazhen Song, Jun Peng, Kaiyang Liu, Fu Jiang, Weirong Liu, Zhiwu Huang |
| 2015 | CVPR | Projection Metric Learning on Grassmann Manifold with Application to Video based Face Recognition. | Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen |
| 2015 | CVPR | Face video retrieval with image query via hashing across Euclidean space and Riemannian manifold. | Yan Li, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen |
| 2015 | CVPR | Discriminant analysis on Riemannian manifold of Gaussian distributions for face recognition with image sets. | Wen Wang, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen |
| 2015 | ICML | Log-Euclidean Metric Learning on Symmetric Positive Definite Manifold with Application to Image Set Classification. | Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xianqiu Li, Xilin Chen |
| 2014 | ACCV | Hybrid Euclidean-and-Riemannian Metric Learning for Image Set Classification. | Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen |
| 2014 | CVPR | Learning Euclidean-to-Riemannian Metric for Point-to-Set Classification. | Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen |
| 2014 | GLOBECOM | Dynamic resource reservation via broker federation in cloud service: A fine-grained heuristic-based approach. | Kaiyang Liu, Jun Peng, Weirong Liu, Pingping Yao, Zhiwu Huang |
| 2014 | ICMI | Combining Multiple Kernel Methods on Riemannian Manifold for Emotion Recognition in the Wild. | Mengyi Liu, Ruiping Wang, Shaoxin Li, Shiguang Shan, Zhiwu Huang, Xilin Chen |
| 2014 | IECON | A high efficient and reliable DC-DC converter for Electronically Controlled Pneumatic brake system applications. | Zhiwu Huang, Xiaohui Qu, Weirong Liu, Kai Gao, Jiangang Liu |
| 2013 | ICCV | Coupling Alignments with Recognition for Still-to-Video Face Recognition. | Zhiwu Huang, Xiaowei Zhao, Shiguang Shan, Ruiping Wang, Xilin Chen |
| 2013 | ICMI | Partial least squares regression on grassmannian manifold for emotion recognition. | Mengyi Liu, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen |
| 2012 | ACCV | Cross-view Graph Embedding. | Zhiwu Huang, Shiguang Shan, Haihong Zhang, Shihong Lao, Xilin Chen |
| 2012 | ACCV | Benchmarking Still-to-Video Face Recognition via Partial and Local Linear Discriminant Analysis on COX-S2V Dataset. | Zhiwu Huang, Shiguang Shan, Haihong Zhang, Shihong Lao, Alifu Kuerban, Xilin Chen |
| 2011 | TrustCom | A Novel Energy-Efficient Routing Algorithm in Multi-sink Wireless Sensor Networks. | Zhiwu Huang, Yuan Cheng, Weirong Liu |
| 2005 | SMC | On the stability and stabilization of linear neutral time-delay systems. | Xiaohong Nian, Weihua Gui, Zhiwu Huang |
| 2005 | SMC | Robust H | Xiaohong Nian, Zhiwu Huang, Weihua Gui |