| 2025 | AAAI | CustomContrast: A Multilevel Contrastive Perspective for Subject-Driven Text-to-Image Customization. | Nan Chen, Mengqi Huang, Zhuowei Chen, Yang Zheng, Lei Zhang, Zhendong Mao |
| 2025 | CVPR | Interactive Multimodal Framework with Temporal Modeling for Emotion Recognition. | Jun Yu, Yongqi Wang, Lei Wang, Yang Zheng, Shengfan Xu |
| 2025 | CVPR | Towards Robust Multimodal AU Detection: STN-Enhanced Visual Encoding and Audio-Visual Spatial-Temporal Alignment. | Jun Yu, Yunxiang Zhang, Fengzhao Sun, Leilei Wang, Renjie Lu, Lingsi Zhu, Xilong Lu, Yang Zheng, Yongqi Wang |
| 2025 | CVPR | Cross-Modal Facial Expression Recognition with Global Channel-Spatial Attention: Modal Enhancement and Proportional Criterion Fusion. | Jun Yu, Yang Zheng, Lei Wang, Yongqi Wang, Shengfan Xu |
| 2025 | CVPR | Robust Stage-Wise LVLM Adaptation: Multi-Phase Prompt Lora Fine-tuning for Compound Expression Recognition. | Xilong Lu, Jun Yu, Yunxiang Zhang, Lingsi Zhu, Yang Zheng, Yongqi Wang, Qiang Ling |
| 2025 | CVPR | AIpparel: A Multimodal Foundation Model for Digital Garments. | Kiyohiro Nakayama, Jan Ackermann, Timur Levent Kesdogan, Yang Zheng, Maria Korosteleva, Olga Sorkine-Hornung, Leonidas J. Guibas, Guandao Yang, Gordon Wetzstein |
| 2025 | CVPR | GroomLight: Hybrid Inverse Rendering for Relightable Human Hair Appearance Modeling. | Yang Zheng, Menglei Chai, Delio Vicini, Yuxiao Zhou, Yinghao Xu, Leonidas J. Guibas, Gordon Wetzstein, Thabo Beeler |
| 2025 | GLOBECOM | Conflict-Aware MADRL for AoI-Driven Collaborative Mission Scheduling in Aerospace Integrated Networks. | Mengyang Li, Di Zhou, Min Sheng, Yang Zheng, Jiandong Li, Aziz Inamov |
| 2025 | ICCV | AllTracker: Efficient Dense Point Tracking at High Resolution. | Adam W. Harley, Yang You, Xinglong Sun, Yang Zheng, Nikhil Raghuraman, Yunqi Gu, Sheldon Liang, Wen-Hsuan Chu, Achal Dave, Suya You, Rares Ambrus, Katerina Fragkiadaki, Leonidas J. Guibas |
| 2025 | ICML | Integrating Intermediate Layer Optimization and Projected Gradient Descent for Solving Inverse Problems with Diffusion Models. | Yang Zheng, Wen Li, Zhaoqiang Liu |
| 2025 | IJCNN | UniROD: Unified Radar Object Detection with MAE-pretrained CNN-Transformer Fusion. | Hongliang Chen, Kaitai Guo, Chen Wei, Yang Zheng, Haihong Hu, Shenghan Ren, Jimin Liang |
| 2025 | KDD | BurstGPT: A Real-World Workload Dataset to Optimize LLM Serving Systems. | Yuxin Wang, Yuhan Chen, Zeyu Li, Xueze Kang, Yuchu Fang, Yeju Zhou, Yang Zheng, Zhenheng Tang, Xin He, Rui Guo, Xin Wang, Qiang Wang, Amelie Chi Zhou, Xiaowen Chu |
| 2024 | AISTATS | Enhancing Distributional Stability among Sub-populations. | Jiashuo Liu, Jiayun Wu, Jie Peng, Xiaoyu Wu, Yang Zheng, Bo Li, Peng Cui |
| 2024 | CVPR | Improving Valence-Arousal Estimation with Spatiotemporal Relationship Learning and Multimodal Fusion. | Jun Yu, Gongpeng Zhao, Yongqi Wang, Zhihong Wei, Zerui Zhang, Zhongpeng Cai, Guochen Xie, Jichao Zhu, Wangyuan Zhu, Shuoping Yang, Yang Zheng, Qingsong Liu, Jiaen Liang |
| 2024 | DASFAA | Dynamic Confidence-aware Truth Discovery on Unevenly Distributed Data Streams. | Xiu Fang, Hao Chen, Xinyang Du, Ziqi Wei, Yang Zheng, Guohao Sun |
| 2024 | ECAI | Verification of Geometric Robustness of Neural Networks via Piecewise Linear Approximation and Lipschitz Optimisation. | Ben Batten, Yang Zheng, Alessandro De Palma, Panagiotis Kouvaros, Alessio Lomuscio |
| 2024 | ECCV | PhysAvatar: Learning the Physics of Dressed 3D Avatars from Visual Observations. | Yang Zheng, Qingqing Zhao, Guandao Yang, Wang Yifan, Donglai Xiang, Florian Dubost, Dmitry Lagun, Thabo Beeler, Federico Tombari, Leonidas J. Guibas, Gordon Wetzstein |
| 2024 | ICLR | On the Scalability and Memory Efficiency of Semidefinite Programs for Lipschitz Constant Estimation of Neural Networks. | Zi Wang, Bin Hu, Aaron J. Havens, Alexandre Araujo, Yang Zheng, Yudong Chen, Somesh Jha |
| 2024 | IGARSS | Angular Super-Resolution Algorithm for Millimeter-Wave Automotive Radar Based on Virtual Array Augmentation. | Siqi Pang, Junyao Ge, Kaitai Guo, Yang Zheng, Jimin Liang |
| 2024 | ISSRE | Training Overhead Ratio: A Practical Reliability Metric for Large Language Model Training Systems. | Ning Lu, Qian Xie, Hao Zhang, Wenyi Fang, Yang Zheng, Zheng Hu, Jiantao Ma |
| 2024 | VTC | Resilient Post-Disaster Rescue Framework Using Mobile and Connected Electric Vehicles. | Yang Zheng, Nan Chen, Miao Wang |
| 2023 | AAAI | PatchNAS: Repairing DNNs in Deployment with Patched Network Architecture Search. | Yuchu Fang, Wenzhong Li, Yao Zeng, Yang Zheng, Zheng Hu, Sanglu Lu |
| 2023 | AAAI | Iteratively Enhanced Semidefinite Relaxations for Efficient Neural Network Verification. | Jianglin Lan, Yang Zheng, Alessio Lomuscio |
| 2023 | CVPR | DPPD: Deformable Polar Polygon Object Detection. | Yang Zheng, Oles Andrienko, Yonglei Zhao, Minwoo Park, Trung Pham |
| 2023 | ICCV | PointOdyssey: A Large-Scale Synthetic Dataset for Long-Term Point Tracking. | Yang Zheng, Adam W. Harley, Bokui Shen, Gordon Wetzstein, Leonidas J. Guibas |
| 2023 | IGARSS | Validation of an Airborne Ka-Band Cross-Track Interferometer; UAVSAR/GLISTIN-A Observations of the 2022 Mauna Loa Eruption. | Ronald J. Muellerschoen, Richard Chen, Michael Denbina, Yang Zheng |
| 2023 | ISSRE | A Survey of Metrics to Enhance Training Dependability in Large Language Models. | Wenyi Fang, Hao Zhang, Ziyu Gong, Longbin Zeng, Xuhui Lu, Biao Liu, Xiaoyu Wu, Yang Zheng, Zheng Hu, Xun Zhang |
| 2022 | AAAI | Tight Neural Network Verification via Semidefinite Relaxations and Linear Reformulations. | Jianglin Lan, Yang Zheng, Alessio Lomuscio |
| 2022 | ECCV | GIMO: Gaze-Informed Human Motion Prediction in Context. | Yang Zheng, Yanchao Yang, Kaichun Mo, Jiaman Li, Tao Yu, Yebin Liu, C. Karen Liu, Leonidas J. Guibas |
| 2022 | ICANN | Sailfish: A Fast Bayesian Change Point Detection Framework with Gaussian Process for Time Series. | Haizhou Du, Yang Zheng |
| 2022 | ISSRE | Taxonomy of Aging-related Bugs in Deep Learning Libraries. | Zhihao Liu, Yang Zheng, Xiaoting Du, Zheng Hu, Wenjie Ding, Yanming Miao, Zheng Zheng |
| 2021 | ACIIDS | Trident: Change Point Detection for Multivariate Time Series via Dual-Level Attention Learning. | Ziyi Duan, Haizhou Du, Yang Zheng |
| 2021 | FM | Formal Analysis of Neural Network-Based Systems in the Aircraft Domain. | Panagiotis Kouvaros, Trent Kyono, Francesco Leofante, Alessio Lomuscio, Dragos D. Margineantu, Denis Osipychev, Yang Zheng |
| 2021 | ICCV | DeepMultiCap: Performance Capture of Multiple Characters Using Sparse Multiview Cameras. | Yang Zheng, Ruizhi Shao, Yuxiang Zhang, Tao Yu, Zerong Zheng, Qionghai Dai, Yebin Liu |
| 2021 | IJCAI | Efficient Neural Network Verification via Layer-based Semidefinite Relaxations and Linear Cuts. | Ben Batten, Panagiotis Kouvaros, Alessio Lomuscio, Yang Zheng |
| 2021 | IROS | RRT-Based Path Planning for Follow-the-Leader Motion of Hyper-Redundant Manipulators. | Hanghang Wei, Yang Zheng, Guoying Gu |
| 2021 | ISSRE | MindFI: A Fault Injection Tool for Reliability Assessment of MindSpore Applicacions. | Yang Zheng, Zhenye Feng, Zheng Hu, Ke Pei |
| 2020 | ACSAC | GuardSpark++: Fine-Grained Purpose-Aware Access Control for Secure Data Sharing and Analysis in Spark. | Tao Xue, Yu Wen, Bo Luo, Boyang Zhang, Yang Zheng, Yanfei Hu, Yingjiu Li, Gang Li, Dan Meng |
| 2019 | ICNC | Multi-level Feature Combination in Dialogue State Tracking. | Yang Zheng, Ruifang Liu, Sheng Gao |
| 2019 | IGARSS | Recent Airborne Sar Demonstrations for Monitoring and Assessment of Volcanic Lava Flow and Severe Flooding. | Yunling Lou, Yang Zheng, Scott Hensley, Bruce Chapman, Brian P. Hawkins, Cathleen E. Jones, Paul Lundgren, Thierry Michel, Ronald Muellerschoen, Naiara Pinto |
| 2017 | IGARSS | Uavsar program: Recent upgrades to support vegetation structure studies and land ICE topography mapping. | Yunling Lou, Scott Hensley, Brian P. Hawkins, Cathleen E. Jones, Marco Lavalle, Thierry Michel, Delwyn Moller, Ronald Muellerschoen, Naiara Pinto, Xiaoqing Wu, Yang Zheng |
| 2017 | VTC | Indoor Localization with Irregular Antenna Deployment. | Yang Zheng, Junyu Liu, Min Sheng, Jiandong Li |
| 2016 | COMPSAC | A Heart Rate Variability Analysis System Based on LeanCloud and Echarts. | Yang Zheng, Xianxiang Chen, Zhen Fang, Shanhong Xia |
| 2016 | ICIP | Scene text detection with extremal region based cascaded filtering. | Gen Li, Jie Liu, Shuwu Zhang, Yang Zheng |
| 2015 | ASPDAC | Modeling framework for cross-point resistive memory design emphasizing reliability and variability issues. | Yang Zheng, Cong Xu, Yuan Xie |
| 2015 | HPCA | Architecture exploration for ambient energy harvesting nonvolatile processors. | Kaisheng Ma, Yang Zheng, Shuangchen Li, Karthik Swaminathan, Xueqing Li, Yongpan Liu, Jack Sampson, Yuan Xie, Vijaykrishnan Narayanan |
| 2014 | DATA | Complex Patten Processing in Spatio-temporal Databases. | Yang Zheng, Annies Ductan, Devin Thomas, Mohamed Y. Eltabakh |
| 2014 | ICCAD | Architecting 3D vertical resistive memory for next-generation storage systems. | Cong Xu, Pai-Yu Chen, Dimin Niu, Yang Zheng, Shimeng Yu, Yuan Xie |
| 2014 | IROS | Pedalvatar: An IMU-based real-time body motion capture system using foot rooted kinematic model. | Yang Zheng, Ka-Chun Chan, Charlie C. L. Wang |
| 2014 | SNPD | VM scheduling strategies based on artificial intelligence in Cloud Testing. | Yang Zheng, Lizhi Cai, Shidong Huang, Zhihong Wang |
| 2013 | SMC | Design of BCI Based Multi-information System to Restore Hand Motor Function for Stroke Patients. | Lin Gao, Jue Wang, Jin Li, Yang Zheng |
| 2011 | CIS | A Saliency Detection Model Based on Multi-feature Fusion. | Yang Zheng, Chunping Liu, Zhaohui Wang, Yi Ji, Shengrong Gong |
| 2009 | CSCWD | Leveraging single-user AutoCAD for collaboration by transparent adaptation. | Yang Zheng, Haifeng Shen, Chengzheng Sun |
| 2008 | IJCNN | Neural network electrical machine faults diagnosis based on multi-population GA. | Zaiping Chen, Yueming Zhao, Yang Zheng, Rui Lou |