| 2026 | AAAI | Efficient, Secure, Differentially Private Deep Learning in the Two-Server Model. | Jun Feng, Hong Sun, Pengfei Zhang, Bocheng Ren, Shunli Zhang |
| 2026 | AAAI | Stabilizing Cross-Modal Bidirectional Attribution: Few-Shot Adversarial Prompt Tuning for Robust Vision-Language Models. | Jun Feng, Shuhong Wu, Hong Sun, Pengfei Zhang, Bocheng Ren, Shunli Zhang |
| 2026 | AAAI | High Dimensional Distributed Gradient Descent with Arbitrary Number of Byzantine Attackers. | Wenyu Liu, Tianqiang Huang, Pengfei Zhang, Zong Ke, Minghui Min, Puning Zhao |
| 2026 | AAAI | PrivSV: Differentially Private Steering Vector for Large Language Models. | Haocheng Yang, Xiang Cheng, Chenhao Sun, Pengfei Zhang, Sen Su |
| 2026 | AAAI | Adaptive Graph Attention Based Discrete Hashing for Incomplete Cross-modal Retrieval. | Shuang Zhang, Yue Wu, Lei Shi, Huilong Jin, Feifei Kou, Pengfei Zhang, Mingying Xu, Pengtao Lv |
| 2026 | AAAI | MusicRec: Multi-modal Semantic-Enhanced Identifier with Collaborative Signals for Generative Recommendation. | Yuqiu Zhao, Lei Shi, Yan Zhong, Feifei Kou, Pengfei Zhang, Jiwei Zhang, Mingying Xu, Yanchao Liu |
| 2026 | ACL | DemMA: Dementia Multi-Turn Dialogue Agent with Expert-Guided Reasoning and Action Simulation. | Yutong Song, Jiang Wu, Kazi Shaharair Sharif, Pengfei Zhang, Wenjun Huang, Honghui Xu, Nikil D. Dutt, Amir M. Rahmani |
| 2026 | ACL | LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey. | Henry Peng Zou, Wei-Chieh Huang, Yaozu Wu, Jizhou Guo, Yankai Chen, Chunyu Miao, Hoang H. Nguyen, Yue Zhou, Weizhi Zhang, Liancheng Fang, Hanrong Zhang, Fangxin Wang, Pengfei Zhang, Langzhou He, Yangning Li, Dongyuan Li, Renhe Jiang, Philip S. Yu |
| 2026 | HRI | Songbird: An Embodied Companion Earphone Robot That Sings Along to Protect Your Hearing. | You Yang Chen, Shan Luo, Xueqing Li, Sizhao Jin, Pengfei Zhang, Mingyu Li |
| 2026 | ISKE | TimeGFD: A Lightweight Client-Side Time-Series Forecasting Framework Based on Generative Federated Distillation. | Junling Chen, Xiaocao Ouyang, Jia Liu, Pengfei Zhang, Wei Huang |
| 2026 | ISKE | A Deep Non-negative Matrix Factorization Algorithm for Acupuncture Omics Data Clustering. | Zonglin Li, Lianbo Tao, Qiaofeng Wu, Ping Deng, Pengfei Zhang, Dexian Wang, Tianrui Li, ShuGuang Yu |
| 2026 | WWW | Not All Information Brings Benefits: Personalization-Driven Agent Debate for Conversational Recommendation. | Pengfei Zhang, Guojia An, Jin Huang, Yuhan Yang, Yang Yang, Jie Zou |
| 2026 | SIGIR | CARD: Non-Uniform Quantization of Visual Semantic Unit for Generative Recommendation. | Yibiao Wei, Jie Zou, Pengfei Zhang, Xiao Ao, Weikang Guo, Zeyu Ma, Yang Yang |
| 2025 | ADC | Parameter-Efficient Wheat Disease Segmentation. | Shijie Wang, Zijian Wang, Yadan Luo, Pengfei Zhang, Xin Yu |
| 2025 | CIKM | PRIMA: Privacy preserving Multi-dimensional Analytic Approach. | Yufei Wang, Xiang Cheng, Pengfei Zhang, Anxing Wei |
| 2025 | CIKM | Hyperbolic Prompt Learning for Incremental Event Detection with LLMs. | Xiujin Zhang, Wenxin Jin, Haotian Hong, Pengfei Zhang, Jiting Li, Kongjing Gu, Hao Peng, Li Sun |
| 2025 | EMNLP | Towards Controllable Speech Synthesis in the Era of Large Language Models: A Systematic Survey. | Tianxin Xie, Yan Rong, Pengfei Zhang, Wenwu Wang, Li Liu |
| 2025 | ICCV | KinMo: Kinematic-Aware Human Motion Understanding and Generation. | Pengfei Zhang, Pinxin Liu, Pablo Garrido, Hyeongwoo Kim, Bindita Chaudhuri |
| 2025 | BSN | Domain-Specific Constitutional AI: Enhancing Safety in LLM-Powered Mental Health Chatbots. | Chenhan Lyu, Yutong Song, Pengfei Zhang, Amir M. Rahmani |
| 2025 | BSN | FoodAgent: A Multi-Modal Mixture of Experts Reasoning Agent for Divide-and-Conquer Food Nutrition Estimation. | Pengfei Zhang, Yutong Song, Chenhan Lyu, Ziyu Wang, Amir M. Rahmani |
| 2025 | ICPADS | VRPTD: Verifiable and Robust Privacy-Preserving Truth Discovery for IoT Crowdsensing. | Shuang Chen, You Li, Pengfei Zhang, Zhao Li, Ji Zhang, Yining Liu |
| 2025 | ICPP | WinRS: Accelerate Winograd Backward-Filter Convolution with Tiny Workspace. | Zhiyi Zhang, Junshi Chen, Jingwei Sun, Pengfei Zhang, Zhuopin Xu, Jun Shi, Qi Wang |
| 2025 | IJCAI | EVICheck: Evidence-Driven Independent Reasoning and Combined Verification Method for Fact-Checking. | Lingxiao Wang, Lei Shi, Feifei Kou, Ligu Zhu, Chen Ma, Pengfei Zhang, Mingying Xu, Zeyu Li |
| 2025 | IROS | Jumping Mechanism Assists Takeoff for Large-Sized Flapping-Wing Robots. | Zeyu Zhang, Xinde Li, Zhentong Zhang, Chengxiang Yu, Pengfei Zhang |
| 2025 | WWW | Retrieval Augmented Multi-agent Recommender. | Xiao Ao, Shuxi Han, Yeming Li, Heli Ma, Pengfei Zhang, Jie Zou |
| 2024 | ADMA | Empathetic Dialogue Generation with Emotional Enhancement and Knowledge Refinement. | Pengfei Zhang, Donghong Han, Deji Zhao, Xuesong Bai, Baiyou Qiao, Gang Wu |
| 2024 | CVPR | Fine-Grained Bipartite Concept Factorization for Clustering. | Chong Peng, Pengfei Zhang, Yongyong Chen, Zhao Kang, Chenglizhao Chen, Qiang Shawn Cheng |
| 2024 | HPCC | A Gaussian Distribution-Based Truth Discovery Algorithm under Local Differential Privacy. | Pengfei Zhang, Yibo Zhu, Ximeng Liu, Bin Wu, Li Sun, Shoufei Han, Xianjin Fang, Ji Zhang |
| 2024 | HPCC | Task Allocation with Profit Maximization Under Geo-indistinguishability via Q-learning. | Pengfei Zhang, Yibo Zhu, Ximeng Liu, Bin Wu, Li Sun, Shoufei Han, Xianjin Fang, Ji Zhang |
| 2024 | HRI | HopKeys: Increasing Efficiency and Enjoyability When Typing. | Alex Foster, Anna S. Kim, Pengfei Zhang |
| 2024 | ICML | Enabling Few-Shot Learning with PID Control: A Layer Adaptive Optimizer. | Le Yu, Xinde Li, Pengfei Zhang, Zhentong Zhang, Fir Dunkin |
| 2024 | ICPP | Im2col-Winograd: An Efficient and Flexible Fused-Winograd Convolution for NHWC Format on GPUs. | Zhiyi Zhang, Pengfei Zhang, Zhuopin Xu, Bingjie Yan, Qi Wang |
| 2024 | IROS | EVSMap: An Efficient Volumetric-Semantic Mapping Approach for Embedded Systems. | Jiyuan Qiu, Chen Jiang, Pengfei Zhang, Haowen Wang |
| 2024 | WACV | Handformer2T: A Lightweight Regression-based Model for Interacting Hands Pose Estimation from A Single RGB Image. | Pengfei Zhang, Deying Kong |
| 2023 | HiPC | Reduce Computational Complexity for Convolutional Layers by Skipping Zeros. | Zhiyi Zhang, Pengfei Zhang, Zhuopin Xu, Qi Wang |
| 2023 | ICIP | Modality Meets Long-Term Tracker: A Siamese Dual Fusion Framework for Tracking UAV. | Zhihao Zhang, Lei Jin, Shengjie Li, Jianqiang Xia, Jun Wang, Zun Li, Zheng Zhu, Wenhan Yang, Pengfei Zhang, Jian Zhao, Bo Zhang |
| 2023 | IWQoS | Online Midgress-Sensitive Traffic Allocation for Percentile Charging in Pracitcal CDNs. | Huiyou Zhan, Haisheng Tan, Huang Xu, Chi Zhang, Hongqiu Ni, Pengfei Zhang, Weihua Shan, Xiangyang Li |
| 2023 | SMC | Three-Dimensional Reconstruction of Vascular Model in Intravascular Ultrasound Images Using Semantic Segmentation. | Yuqi Jiang, Pengfei Zhang, Bo Peng |
| 2022 | HPCC | High-Performance Matrix Multiplication on the New Generation Shenwei Processor. | Le Xu, Hong An, Junshi Chen, Pengfei Zhang |
| 2022 | RECOMB | CLMB: Deep Contrastive Learning for Robust Metagenomic Binning. | Pengfei Zhang, Zhengyuan Jiang, Yixuan Wang, Yu Li |
| 2022 | SIGMOD | Everest: A Top-K Deep Video Analytics System. | Ziliang Lai, Chris Liu, Chenxia Han, Pengfei Zhang, Eric Lo, Ben Kao |
| 2021 | IROS | An Open-Source, Fiducial-Based, Underwater Stereo Visual-Inertial Localization Method with Refraction Correction. | Pengfei Zhang, Zhengxing Wu, Jian Wang, Shihan Kong, Min Tan, Junzhi Yu |
| 2021 | ISKE | Using 2-tuple Linguistic Model for Multi-source Set-valued Information Fusion. | Feifei Yang, Pengfei Zhang |
| 2021 | SIGMOD | P2H: Efficient Distance Querying on Road Networks by Projected Vertex Separators. | Zitong Chen, Ada Wai-Chee Fu, Minhao Jiang, Eric Lo, Pengfei Zhang |
| 2021 | SIGMOD | Top-K Deep Video Analytics: A Probabilistic Approach. | Ziliang Lai, Chenxia Han, Chris Liu, Pengfei Zhang, Eric Lo, Ben Kao |
| 2020 | AAAI | High Performance Depthwise and Pointwise Convolutions on Mobile Devices. | Pengfei Zhang, Eric Lo, Baotong Lu |
| 2020 | CVPR | Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition. | Pengfei Zhang, Cuiling Lan, Wenjun Zeng, Junliang Xing, Jianru Xue, Nanning Zheng |
| 2020 | ICCCI | Situational Awareness Model of IoV Based on Fuzzy Evaluation and Markov Chain. | Pengfei Zhang, Li Fei, Zuqi Liao, Jiayan Zhang, Ding Chen |
| 2020 | ICRA | Navigation Command Matching for Vision-based Autonomous Driving. | Yuxin Pan, Jianru Xue, Pengfei Zhang, Wanli Ouyang, Jianwu Fang, Xingyu Chen |
| 2020 | ICTAI | Colorectal Polyp Detection in Real-world Scenario: Design and Experiment Study. | Xinzi Sun, Dechun Wang, Chenxi Zhang, Pengfei Zhang, Zinan Xiong, Yu Cao, Benyuan Liu, Xiaowei Liu, Shuijiao Chen |
| 2020 | MICCAI | Unsupervised Graph Domain Adaptation for Neurodevelopmental Disorders Diagnosis. | Bomin Wang, Zhi Liu, Yujun Li, Xiaoyan Xiao, Ranran Zhang, Yankun Cao, Lizhen Cui, Pengfei Zhang |
| 2020 | MICCAI | Cranial Implant Design Using a Deep Learning Method with Anatomical Regularization. | Bomin Wang, Zhi Liu, Yujun Li, Xiaoyan Xiao, Ranran Zhang, Yankun Cao, Lizhen Cui, Pengfei Zhang |
| 2019 | CVPR | SR-LSTM: State Refinement for LSTM Towards Pedestrian Trajectory Prediction. | Pu Zhang, Wanli Ouyang, Pengfei Zhang, Jianru Xue, Nanning Zheng |
| 2019 | ICIP | Multi-Stream Single Shot Spatial-Temporal Action Detection. | Pengfei Zhang, Yu Cao, Benyuan Liu |
| 2019 | ICMLA | Colorectal Polyp Segmentation by U-Net with Dilation Convolution. | Xinzi Sun, Pengfei Zhang, Dechun Wang, Yu Cao, Benyuan Liu |
| 2019 | ICTAI | AFP-Net: Realtime Anchor-Free Polyp Detection in Colonoscopy. | Dechun Wang, Ning Zhang, Xinzi Sun, Pengfei Zhang, Chenxi Zhang, Yu Cao, Benyuan Liu |
| 2019 | ICTAI | An Efficient Spatial-Temporal Polyp Detection Framework for Colonoscopy Video. | Pengfei Zhang, Xinzi Sun, Dechun Wang, Xizhe Wang, Yu Cao, Benyuan Liu |
| 2018 | ECCV | Adding Attentiveness to the Neurons in Recurrent Neural Networks. | Pengfei Zhang, Jianru Xue, Cuiling Lan, Wenjun Zeng, Zhanning Gao, Nanning Zheng |
| 2018 | ICDE | DIFusion: Fast Skip-Scan with Zero Space Overhead. | Wenjian Xu, Eric Lo, Pengfei Zhang |
| 2018 | ICNC | Research on Fish Image Classification Based on Transfer Learning and Convolutional Neural Network Model. | Yaxin Ma, Pengfei Zhang, Yunhan Tang |
| 2018 | IJCNN | Unsupervised Learning of Depth and Pose Estimation based on Continuous Frame Window. | SuNing Shang, Huaimin Wang, Pengfei Zhang, Bo Ding |
| 2018 | ICWS | Cloud-Based Framework for Scalable and Real-Time Multi-Robot SLAM. | Pengfei Zhang, Huaimin Wang, Bo Ding, SuNing Shang |
| 2018 | IECON | Data Fusion Methods for Convolutional Neural Network Based on Self-Sensing Motor Drive System. | Yuan Yao, Yesong Li, Pengfei Zhang, Bin Xie, Lianghui Xia |
| 2018 | VTC | Change Detection of a Subset of High-Dimensional Time Series Data in Sensor Networks. | Ido Nevat, Sai Ganesh Nagarajan, Pengfei Zhang |
| 2017 | AIME | Bayesian Gaussian Process Classification from Event-Related Brain Potentials in Alzheimer's Disease. | Wolfgang Fruehwirt, Pengfei Zhang, Matthias Gerstgrasser, Dieter Grossegger, Reinhold Schmidt, Thomas Benke, Peter Dal-Bianco, Gerhard Ransmayr, Leonard Weydemann, Heinrich Garn, Markus Waser, Michael A. Osborne, Georg Dorffner |
| 2017 | ICCV | View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition from Skeleton Data. | Pengfei Zhang, Cuiling Lan, Junliang Xing, Wenjun Zeng, Jianru Xue, Nanning Zheng |
| 2017 | IJCAI | A Trust-based Mixture of Gaussian Processes Model for Reliable Regression in Participatory Sensing. | Qikun Xiang, Jie Zhang, Ido Nevat, Pengfei Zhang |
| 2017 | ICWS | A Novel Data Set Importance Based Cost-Effective and Computation-Efficient Storage Strategy in the Cloud. | Rongbin Xu, Kangkang Zhao, Pengfei Zhang, Dong Yuan, Ying Xie, Yun Yang |
| 2017 | IECON | Economic analysis of wind power accommodation considering operation modes of nuclear power plants. | Changhui Ma, Zhe Jiang, Pengfei Zhang, Wenkai Gao, Wenwen Liu |
| 2017 | WCNC | Multimodal Data Fusion in Sensor Networks via Copula Processes. | Jingting Liu, Ido Nevat, Pengfei Zhang, Gareth W. Peters |
| 2016 | CEC | A synthesized ranking-assisted NSGA-II for interval multi-objective optimization. | Pengfei Zhang, Ruidong Xu, Xiaoyan Sun, Dunwei Gong, Yong Zhang, Jong Choi |
| 2016 | NOMS | Netography: Troubleshoot your network with packet behavior in SDN. | Yusu Zhao, Pengfei Zhang, Yaohui Jin |
| 2015 | CHI | LApp: A Speech Loudness Application for People with Parkinson's on Google Glass. | Roisin McNaney, Ivan Poliakov, John Vines, Madeline Balaam, Pengfei Zhang, Patrick Olivier |
| 2015 | INFOCOM | HybridSwap: A scalable and synthetic framework for guest swapping on virtualization platform. | Pengfei Zhang, Xi Li, Rui Chu, Huaimin Wang |
| 2014 | CHI | Exploring the acceptability of google glass as an everyday assistive device for people with parkinson's. | Roisin McNaney, John Vines, Daniel Roggen, Madeline Balaam, Pengfei Zhang, Ivan Poliakov, Patrick Olivier |
| 2012 | ISORC | DMSS: A Dynamic Memory Scheduling System in Server Consolidation Environments. | Lanzheng Liu, Rui Chu, Yongchun Zhu, Pengfei Zhang, Liufeng Wang |
| 2011 | ICPADS | A Hierarchical Memory Service Mechanism in Server Consolidation Environment. | Liufeng Wang, Huaimin Wang, Lu Cai, Rui Chu, Pengfei Zhang, Lanzheng Liu |
| 2009 | ICRA | Voice coil based hopping mechanism for microrobot. | Pengfei Zhang, Quan Zhou |
| 2007 | HCI | Flexible Multi-modal Interaction Technologies and User Interface Specially Designed for Chinese Car Infotainment System. | Chen Yang, Nan Chen, Pengfei Zhang, Zhen Jiao |
| 2003 | IGARSS | Development of a classification algorithm for operational polarimetric NEXRAD radar. | Alexander V. Ryzhkov, Dusan Zrnic, Richard Doviak, Pengfei Zhang |