| 2026 | AAAI | VK-Det: Visual Knowledge Guided Prototype Learning for Open-Vocabulary Aerial Object Detection. | Jianhang Yao, Yongbin Zheng, Siqi Lu, Wanying Xu, Peng Sun |
| 2026 | ASPLOS | Bat: Efficient Generative Recommender Serving with Bipartite Attention. | Jie Sun, Shaohang Wang, Zimo Zhang, Zhengyu Liu, Yunlong Xu, Peng Sun, Bo Zhao, Bingsheng He, Fei Wu, Zeke Wang |
| 2026 | EuroSys | Zeppelin: Balancing Variable-length Workloads in Data Parallel Large Model Training. | Chang Chen, Tiancheng Chen, Jiangfei Duan, Qianchao Zhu, Zerui Wang, Qinghao Hu, Peng Sun, Xiuhong Li, Chao Yang, Torsten Hoefler |
| 2026 | FAST | AdaCheck: An Adaptive Checkpointing System for Efficient LLM Training with Redundancy Utilization. | Weijie Liu, Shengwei Li, Zhiquan Lai, Keshi Ge, Qiaoling Chen, Peng Sun, Dongsheng Li, Kai Lu |
| 2026 | ICDCS | FEDLight: A Fuel-Economic Reinforcement Learning Model for Distributed Traffic Signal Control with Spatiotemporal Decomposition. | Lang Qian, Peng Sun, Jiayue Jin, Yang Liu, Azzedine Boukerche, Liang Song |
| 2026 | ICS | SPPO: Making Million-Token LLM Training Practical on Modest GPU Clusters. | Qiaoling chen, Shenggui Li, Wei Gao, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2026 | IWQoS | FedPDR: Server-Side Post-Plateau Refinement for Federated Learning with Latent Diffusion. | Xiaowei Liu, Hui Wang, Huan Zhou, Zhenyu Zhang, Peng Sun, Qi Gao, Tingting Wu, Zhiwen Yu |
| 2026 | NSDI | Di-PS: System-Algorithm Co-Design for Asynchronous and Heterogeneous Cross-cluster LLM Training at Scale. | Shengwei Li, Qiaoling Chen, Zhiquan Lai, Penglong Jiao, Wenwen Qu, Kun Cai, Jiaxing Li, Peng Sun, Xingcheng Zhang, Xiaoge Deng, Dongsheng Li, Kai Lu, Tianwei Zhang |
| 2025 | AAAI | Unlocking the Power of LSTM for Long Term Time Series Forecasting. | Yaxuan Kong, Zepu Wang, Yuqi Nie, Tian Zhou, Stefan Zohren, Yuxuan Liang, Peng Sun, Qingsong Wen |
| 2025 | AAAI | DSRC: Learning Density-Insensitive and Semantic-Aware Collaborative Representation Against Corruptions. | Jingyu Zhang, Yilei Wang, Lang Qian, Peng Sun, Zengwen Li, Sudong Jiang, Maolin Liu, Liang Song |
| 2025 | EMNLP | Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning. | Senjie Jin, Lu Chen, Zhiheng Xi, Yuhui Wang, Sirui Song, Yuhao Zhou, Xinbo Zhang, Peng Sun, Hong Lu, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2025 | GLOBECOM | An Event Stream Assisted Link Adaptation Framework for Internet-of-Vehicles. | Yuxi Lu, Wei Gao, Yulin Hu, Peng Sun, Azzedine Boukerche, Anke Schmeink |
| 2025 | GLOBECOM | MF-AttnBiLSTM: Traffic Flow Prediction via Hybrid Signal Decomposition and Dual-Stream Temporal Attention Learning. | Luyao Niu, Zepu Wang, Jing Liu, Azzedine Boukerche, Peng Sun |
| 2025 | GLOBECOM | Communication-Efficient Multi-Agent Collaborative Perception via Spatio-Temporal Heterogeneity. | Yilei Wang, Peng Sun, Jingyu Zhang, Lang Qian, Azzedine Boukerche, Liang Song |
| 2025 | ICASSP | Unveiling the Pruning Risks on Privacy Vulnerabilities of Deep Neural Networks. | Wenxin Kuang, Qizhuang Liang, Peng Sun, Wei Fu, Qiao Hu, Yupeng Hu |
| 2025 | ICASSP | Uncertainty-Aware Crime Prediction With Spatial Temporal Multivariate Graph Neural Networks. | Zepu Wang, Xiaobo Ma, Huajie Yang, Weimin Lyu, Yang Liu, Peng Sun, Sharath Chandra Guntuku |
| 2025 | ICCV | Bridging the Gap Between Ideal and Real-World Evaluation: Benchmarking AI-Generated Image Detection in Challenging Scenarios. | Chunxiao Li, Xiaoxiao Wang, Meiling Li, Boming Miao, Peng Sun, Yunjian Zhang, Xiangyang Ji, Yao Zhu |
| 2025 | ICCV | Towards Annotation-Free Evaluation: KPAScore for Human Keypoint Detection. | Xiaoxiao Wang, Chunxiao Li, Peng Sun, Boming Miao, Yunjian Zhang, Yao Zhu |
| 2025 | ICDCS | FLdetox: Detoxify Persistent Backdoors in Federated Learning. | Wenjuan Tang, Chenkai Liu, Yutong Jiang, Jianan Zhao, Peng Sun |
| 2025 | ICLR | GIFT: Unlocking Full Potential of Labels in Distilled Dataset at Near-zero Cost. | Xinyi Shang, Peng Sun, Tao Lin |
| 2025 | ICPADS | FENSe: Feedback-Enabled Neighbor Selection for Spatial Aware Collaborative Perception. | Qianxun Xu, Azzedine Boukerche, Peng Sun |
| 2025 | ICS | ConCo: Optimizing Compilation of Concurrent Tensor Programs on Shared GPU. | Jiamin Lu, Jingwei Sun, Yunlong Xu, Peng Sun, Guangzhong Sun |
| 2025 | ISCC | Improving Diversity and Efficiency in Content-based Recommender Systems: A Genetic Algorithm Approach. | Yuanjun Lin, Peng Sun, Azzdine Boukerche |
| 2025 | MSWIM | A Coordinated Perception Control Simulation Framework Based on Online Evolutive Learning. | Jingnan Cai, Peng Sun, Jiayue Jin, Lang Qian, Juncen Guo, Liang Song |
| 2025 | MSWIM | From Perception to Action: A Hands-On Tutorial on Control-Feedback-Driven Adaptive AI Agents in Path-Planning Simulation Environments. | Peng Sun |
| 2025 | QRS | Research on EEG Signal Feature Fusion and Sleep Staging Based on CNN-LSTM. | Shaozhi Wu, Tiantian Zeng, Qiwei Zhang, Peng Sun, Xingang Liu |
| 2025 | VCIP | M | Yang Liu, Boan Chen, Xiaoguang Zhu, Jing Liu, Peng Sun, Wei Zhou |
| 2024 | AAAI | A Dual Stealthy Backdoor: From Both Spatial and Frequency Perspectives. | Yudong Gao, Honglong Chen, Peng Sun, Junjian Li, Anqing Zhang, Zhibo Wang, Weifeng Liu |
| 2024 | ACL | ReFT: Reasoning with Reinforced Fine-Tuning. | Luong Quoc Trung, Xinbo Zhang, Zhanming Jie, Peng Sun, Xiaoran Jin, Hang Li |
| 2024 | ASPLOS | Centauri: Enabling Efficient Scheduling for Communication-Computation Overlap in Large Model Training via Communication Partitioning. | Chang Chen, Xiuhong Li, Qianchao Zhu, Jiangfei Duan, Peng Sun, Xingcheng Zhang, Chao Yang |
| 2024 | CVPR | Byzantine-robust Decentralized Federated Learning via Dual-domain Clustering and Trust Bootstrapping. | Peng Sun, Xinyang Liu, Zhibo Wang, Bo Liu |
| 2024 | CVPR | On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm. | Peng Sun, Bei Shi, Daiwei Yu, Tao Lin |
| 2024 | CVPR | ERMVP: Communication-Efficient and Collaboration-Robust Multi-Vehicle Perception in Challenging Environments. | Jingyu Zhang, Kun Yang, Yilei Wang, Hanqi Wang, Peng Sun, Liang Song |
| 2024 | ECCV | Align Before Collaborate: Mitigating Feature Misalignment for Robust Multi-agent Perception. | Kun Yang, Dingkang Yang, Ke Li, Dongling Xiao, Zedian Shao, Peng Sun, Liang Song |
| 2024 | EMNLP | Unleashing the Potential of Large Language Models through Spectral Modulation. | Peng Sun, Yao Zhu, Yunjian Zhang, Xiu Yan, Zizhe Wang, Xiangyang Ji |
| 2024 | EuroPar | DProbe: Profiling and Predicting Multi-tenant Deep Learning Workloads for GPU Resource Scaling. | Zechun Zhou, Jingwei Sun, Hengquan Mei, Peng Sun, Guangzhong Sun |
| 2024 | GLOBECOM | Collaborative Object Detection and Localization For Supporting Autonomous Driving. | Haowen Ji, Peng Sun, Yulin Hu, Hongjin Wang, Azzedine Boukerche |
| 2024 | GLOBECOM | A New Online Evolutive Optimization Method for Driving Agents. | Lang Qian, Peng Sun, Yilei Wang, Jiayue Jin, Azzedine Boukerche, Liang Song |
| 2024 | GLOBECOM | "Less Knowledge is Less" - An Empirical Study of Intelligent Traffic Signal Network Efficiency Under Partial Information. | Yanming Shen, Zepu Wang, Peng Sun, Yulin Hu, Azzedine Boukerche |
| 2024 | HPCC | An Adaptive Model Difference Clipping Method for Differentially Private Federated Learning. | Yiming Zhou, Juan Luo, Peng Sun, Bojun Jiang |
| 2024 | ICDCS | Learning from the History: Accurately and Efficiently Aggregating Geospatial Data Under Local Differential Privacy. | Mengyuan Wang, Hongbo Jiang, Liang Hu, Jie Li, Peng Sun, Jiangchuan Liu |
| 2024 | ICDE | Sylvie: 3D-Adaptive and Universal System for Large-Scale Graph Neural Network Training. | Meng Zhang, Qinghao Hu, Cheng Wan, Haozhao Wang, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2024 | ICML | Energy-based Backdoor Defense without Task-Specific Samples and Model Retraining. | Yudong Gao, Honglong Chen, Peng Sun, Zhe Li, Junjian Li, Huajie Shao |
| 2024 | ICML | Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning. | Zhiheng Xi, Wenxiang Chen, Boyang Hong, Senjie Jin, Rui Zheng, Wei He, Yiwen Ding, Shichun Liu, Xin Guo, Junzhe Wang, Honglin Guo, Wei Shen, Xiaoran Fan, Yuhao Zhou, Shihan Dou, Xiao Wang, Xinbo Zhang, Peng Sun, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2024 | IJCNN | Stereo Matching Method with Integrated Geometric Encoding for Disparity Refinement. | Shujia Ye, Ligang Cao, Chun Yuan, Hao Feng, Lihua Yang, Qianghua Li, Peng Sun, Gang Li |
| 2024 | INFOCOM | Towards Efficient Asynchronous Federated Learning in Heterogeneous Edge Environments. | Yajie Zhou, Xiaoyi Pang, Zhibo Wang, Jiahui Hu, Peng Sun, Kui Ren |
| 2024 | ICS | AutoSched: An Adaptive Self-configured Framework for Scheduling Deep Learning Training Workloads. | Wei Gao, Xu Zhang, Shan Huang, Shangwei Guo, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2024 | ICS | Ymir: A Scheduler for Foundation Model Fine-tuning Workloads in Datacenters. | Wei Gao, Weiming Zhuang, Minghao Li, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2024 | IWQoS | Lins: Reducing Communication Overhead of ZeRO for Efficient LLM Training. | Qiaoling Chen, Qinghao Hu, Guoteng Wang, Yingtong Xiong, Ting Huang, Xun Chen, Yang Gao, Hang Yan, Yonggang Wen, Tianwei Zhang, Peng Sun |
| 2024 | IWQoS | Guidelines for Parameter Selection in Traffic Light Control Methods Using Reinforcement Learning: Insights from Empirical Studies. | Lang Qian, Peng Sun, Kun Yang, Jingyu Zhang, Azzedine Boukerche, Liang Song |
| 2024 | NSDI | Characterization of Large Language Model Development in the Datacenter. | Qinghao Hu, Zhisheng Ye, Zerui Wang, Guoteng Wang, Meng Zhang, Qiaoling Chen, Peng Sun, Dahua Lin, Xiaolin Wang, Yingwei Luo, Yonggang Wen, Tianwei Zhang |
| 2024 | OSDI | dLoRA: Dynamically Orchestrating Requests and Adapters for LoRA LLM Serving. | Bingyang Wu, Ruidong Zhu, Zili Zhang, Peng Sun, Xuanzhe Liu, Xin Jin |
| 2024 | WWW | FedDSE: Distribution-aware Sub-model Extraction for Federated Learning over Resource-constrained Devices. | Haozhao Wang, Yabo Jia, Meng Zhang, Qinghao Hu, Hao Ren, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2024 | SC | TorchGT: A Holistic System for Large-Scale Graph Transformer Training. | Meng Zhang, Jie Sun, Qinghao Hu, Peng Sun, Zeke Wang, Yonggang Wen, Tianwei Zhang |
| 2024 | SOSP | LoongServe: Efficiently Serving Long-Context Large Language Models with Elastic Sequence Parallelism. | Bingyang Wu, Shengyu Liu, Yinmin Zhong, Peng Sun, Xuanzhe Liu, Xin Jin |
| 2023 | ASPLOS | Lucid: A Non-intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs. | Qinghao Hu, Meng Zhang, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2023 | ASRU | TorchAudio 2.1: Advancing Speech Recognition, Self-Supervised Learning, and Audio Processing Components for Pytorch. | Jeff Hwang, Moto Hira, Caroline Chen, Xiaohui Zhang, Zhaoheng Ni, Guangzhi Sun, Pingchuan Ma, Ruizhe Huang, Vineel Pratap, Yuekai Zhang, Anurag Kumar, Chin-Yun Yu, Chuang Zhu, Chunxi Liu, Jacob Kahn, Mirco Ravanelli, Peng Sun, Shinji Watanabe, Yangyang Shi, Yumeng Tao |
| 2023 | ASRU | Bisinger: Bilingual Singing Voice Synthesis. | Huali Zhou, Yueqian Lin, Yao Shi, Peng Sun, Ming Li |
| 2023 | CVPR | Privacy-preserving Adversarial Facial Features. | Zhibo Wang, He Wang, Shuaifan Jin, Wenwen Zhang, Jiahui Hu, Yan Wang, Peng Sun, Wei Yuan, Kaixin Liu, Kui Ren |
| 2023 | CVPR | Towards Transferable Targeted Adversarial Examples. | Zhibo Wang, Hongshan Yang, Yunhe Feng, Peng Sun, Hengchang Guo, Zhifei Zhang, Kui Ren |
| 2023 | CVPR | Event-Based Frame Interpolation with Ad-hoc Deblurring. | Lei Sun, Christos Sakaridis, Jingyun Liang, Peng Sun, Kai Zhang, Jiezhang Cao, Qi Jiang, Kaiwei Wang, Luc Van Gool |
| 2023 | ICAART | Japanese Word Reordering Based on Topological Sort. | Peng Sun, Tomohiro Ohno, Shigeki Matsubara |
| 2023 | ICASSP | Boosting Signal Modulation Few-Shot Learning with Pre-Transformation. | Peng Sun, Jie Su, Zhenyu Wen, Yejian Zhou, Zhen Hong, Shanqing Yu, Huaji Zhou |
| 2023 | ICASSP | Neural Mode Estimation. | Peng Sun, Zhenyu Wen, Yejian Zhou, Zhen Hong, Tao Lin |
| 2023 | ICASSP | A Novel Efficient Multi-View Traffic-Related Object Detection Framework. | Kun Yang, Jing Liu, Dingkang Yang, Hanqi Wang, Peng Sun, Yanni Zhang, Yan Liu, Liang Song |
| 2023 | ICCV | Spatio-Temporal Domain Awareness for Multi-Agent Collaborative Perception. | Kun Yang, Dingkang Yang, Jingyu Zhang, Mingcheng Li, Yang Liu, Jing Liu, Hanqi Wang, Peng Sun, Liang Song |
| 2023 | ICDCS | Poster: Towards Accurate and Fast Federated Learning in End-Edge-Cloud Orchestrated Networks. | Mingze Li, Peng Sun, Huan Zhou, Liang Zhao, Xuxun Liu, Victor C. M. Leung |
| 2023 | ICPADS | A Novel Robust Reinforcement Learning-based Dependent Task Offloading Algorithm for Mobile Edge Intelligence. | Xu Deng, Peng Sun, Kun Yang, Gaoyun Fang, Azzedine Boukerche, Liang Song |
| 2023 | MICCAI | Towards Accurate Microstructure Estimation via 3D Hybrid Graph Transformer. | Junqing Yang, Haotian Jiang, Tewodros Tassew, Peng Sun, Jiquan Ma, Yong Xia, Pew-Thian Yap, Geng Chen |
| 2023 | OSDI | Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters. | Qinghao Hu, Zhisheng Ye, Meng Zhang, Qiaoling Chen, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2023 | PIMRC | Heuristic Methods for Solving the Traveling Salesman Problem (TSP): A Comparative Study. | Chenglin Zhang, Peng Sun |
| 2022 | AAAI | FedInv: Byzantine-Robust Federated Learning by Inversing Local Model Updates. | Bo Zhao, Peng Sun, Tao Wang, Keyu Jiang |
| 2022 | CLOUD | Titan: a scheduler for foundation model fine-tuning workloads. | Wei Gao, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2022 | ECCV | Event-Based Fusion for Motion Deblurring with Cross-modal Attention. | Lei Sun, Christos Sakaridis, Jingyun Liang, Qi Jiang, Kailun Yang, Peng Sun, Yaozu Ye, Kaiwei Wang, Luc Van Gool |
| 2022 | GLOBECOM | SFL: A High-precision Traffic Flow Predictor for Supporting Intelligent Transportation Systems. | Zepu Wang, Peng Sun, Yulin Hu, Azzedine Boukerche |
| 2022 | ICDCS | A Novel Distributed Task Scheduling Framework for Supporting Vehicular Edge Intelligence. | Kun Yang, Peng Sun, Jieyu Lin, Azzedine Boukerche, Liang Song |
| 2022 | INFOCOM | A Profit-Maximizing Model Marketplace with Differentially Private Federated Learning. | Peng Sun, Xu Chen, Guocheng Liao, Jianwei Huang |
| 2022 | MSWIM | Average Age Upon Decisions of Wireless Networks with Truncated HARQ in the Finite Blocklength Regime. | Zhiwei Bao, Yulin Hu, Peng Sun, Azzedine Boukerche, Anke Schmeink |
| 2022 | MSWIM | A Novel Mixed Method of Machine Learning Based Models in Vehicular Traffic Flow Prediction. | Zepu Wang, Peng Sun, Yulin Hu, Azzedine Boukerche |
| 2022 | USENIX | Primo: Practical Learning-Augmented Systems with Interpretable Models. | Qinghao Hu, Harsha Nori, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2021 | CIS | A Novel Assessment Method of Cracks Width Quantitative Model Based on Computer Vision. | Peng Sun, Ziyan Wu, Yifan Zhang, Jun Wu |
| 2021 | CLOUD | Chronus: A Novel Deadline-aware Scheduler for Deep Learning Training Jobs. | Wei Gao, Zhisheng Ye, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2021 | CVPR | Deep RGB-D Saliency Detection With Depth-Sensitive Attention and Automatic Multi-Modal Fusion. | Peng Sun, Wenhu Zhang, Huanyu Wang, Songyuan Li, Xi Li |
| 2021 | GLOBECOM | Toward The Design of An Efficient Transparent Traffic Environment Based on Vehicular Edge Computing. | Peng Sun, Azzedine Boukerche |
| 2021 | GLOBECOM | Deep Learning Based OFDM Channel Estimation Using Frequency-Time Division and Attention Mechanism. | Ang Yang, Peng Sun, Tamrakar Rakesh, Bule Sun, Fei Qin |
| 2021 | HPCC | High-speed Train Intelligent Maintenance Pattern and Edge-computing Perception Model. | Peng Sun, Weijiao Zhang, Zhikai Jia |
| 2021 | ICML | Towards Distraction-Robust Active Visual Tracking. | Fangwei Zhong, Peng Sun, Wenhan Luo, Tingyun Yan, Yizhou Wang |
| 2021 | ISCA | Speculative Vectorisation with Selective Replay. | Peng Sun, Giacomo Gabrielli, Timothy M. Jones |
| 2021 | WCNC | Security Enhancing Method in Vehicular Networks by Exploiting the Accurate Traffic Flow Prediction. | Peng Sun, Azzedine Boukerche |
| 2021 | SC | Characterization and prediction of deep learning workloads in large-scale GPU datacenters. | Qinghao Hu, Peng Sun, Shengen Yan, Yonggang Wen, Tianwei Zhang |
| 2020 | AAAI | Attention-over-Attention Field-Aware Factorization Machine. | Zhibo Wang, Jinxin Ma, Yongquan Zhang, Qian Wang, Ju Ren, Peng Sun |
| 2020 | CVPR | Graph-Guided Architecture Search for Real-Time Semantic Segmentation. | Peiwen Lin, Peng Sun, Guangliang Cheng, Sirui Xie, Xi Li, Jianping Shi |
| 2020 | DAC | Characterization and Applications of Spatial Variation Models for Silicon Microring-Based Optical Transceivers. | Yuyang Wang, Jared Hulme, Peng Sun, Mudit Jain, M. Ashkan Seyedi, Marco Fiorentino, Raymond G. Beausoleil, Kwang-Ting Cheng |
| 2020 | GLOBECOM | A Novel Internet-of-Vehicles Assisted Collaborative Low-visible Pedestrian Detection Approach. | Peng Sun, Azzedine Boukerche |
| 2020 | ICDCS | Elan: Towards Generic and Efficient Elastic Training for Deep Learning. | Lei Xie, Jidong Zhai, Baodong Wu, Yuanbo Wang, Xingcheng Zhang, Peng Sun, Shengen Yan |
| 2020 | INFOCOM | Towards Personalized Privacy-Preserving Incentive for Truth Discovery in Crowdsourced Binary-Choice Question Answering. | Peng Sun, Zhibo Wang, Yunhe Feng, Liantao Wu, Yanjun Li, Hairong Qi, Zhi Wang |
| 2020 | QRS | Reliability Service Assurance in Public Clouds based on Blockchain. | Sa Meng, Liang Luo, Peng Sun, Yuan Gao |
| 2020 | QRS | PHM Technology for Memory Anomalies in Cloud Computing for IaaS. | Xiwei Qiu, Yuanshun Dai, Peng Sun, Xin Jin |
| 2020 | QRS | Adaptive Rule Engine for Anomaly Detection in 5G Mobile Edge Computing. | Peng Sun, Liang Luo, Shangxin Liu, Weifeng Wu |
| 2020 | WACV | Measuring the Utilization of Public Open Spaces by Deep Learning: a Benchmark Study at the Detroit Riverfront. | Peng Sun, Rui Hou, Jerome P. Lynch |
| 2019 | GLOBECOM | A Novel Cloudlet-Dwell-Time Estimation Method for Assisting Vehicular Edge Computing Applications. | Peng Sun, Azzedine Boukerche, Rodolfo W. L. Coutinho |
| 2019 | GLOBECOM | Chasing Total Solar Eclipses on Twitter: Big Social Data Analytics for Once-in-a-Lifetime Events. | Yunhe Feng, Zheng Lu, Zhonghua Zheng, Peng Sun, Wenjun Zhou, Ran Huang, Qing Cao |
| 2019 | GLOBECOM | A Novel Data Collector Path Optimization Method for Lifetime Prolonging in Wireless Sensor Networks. | Qiyue Wu, Peng Sun, Azzedine Boukerche |
| 2019 | ICLR | AD-VAT: An Asymmetric Dueling mechanism for learning Visual Active Tracking. | Fangwei Zhong, Peng Sun, Wenhan Luo, Tingyun Yan, Yizhou Wang |
| 2019 | ICML | Grid-Wise Control for Multi-Agent Reinforcement Learning in Video Game AI. | Lei Han, Peng Sun, Yali Du, Jiechao Xiong, Qing Wang, Xinghai Sun, Han Liu, Tong Zhang |
| 2019 | IPIN | A 3-D cooperative base station localization method applied in large complex indoor environment. | Xiaoxuan Wang, Peng Sun, Minlin Chen, Hucheng Wang, Zhi Wang |
| 2019 | ISCC | A Hybrid Stacked Traffic Volume Prediction Approach for a Sparse Road Network. | Yanjie Tao, Peng Sun, Azzedine Boukerche |
| 2019 | MASS | Challenges of Designing Computer Vision-Based Pedestrian Detector for Supporting Autonomous Driving. | Peng Sun, Azzedine F. M. Boukerche |
| 2019 | MICCAI | Deep Learning vs. Classical Machine Learning: A Comparison of Methods for Fluid Intelligence Prediction. | Luke M. Guerdan, Peng Sun, Connor Rowland, Logan Harrison, Zhicheng Tang, Nickolas M. Wergeles, Yi Shang |
| 2019 | PIMRC | A Queueing Model-Assisted Traffic Conditions Estimation Scheme for Supporting Vehicular Edge Computing. | Peng Sun, Noura Aljeri, Azzedine Boukerche |
| 2019 | WCNC | TVDR: A Novel Traffic Volume Aware Data Routing Protocol for Vehicular Networks. | Peng Sun, Azzedine Boukerche |
| 2019 | WCNC | Small Cells Clustering and Resource Allocation in Dense Network with Mobile Edge Computing. | Peng Sun, Heli Zhang, Hong Ji, Xi Li |
| 2019 | WCNC | A Novel Travel-Delay Aware Short-Term Vehicular Traffic Flow Prediction Scheme for VANET. | Yanjie Tao, Peng Sun, Azzedine Boukerche |
| 2019 | WCNC | A 3-D Self-Calibration Method for Multiple Base Stations in Large Complex Indoor Environment. | Xiaoxuan Wang, Peng Sun, Zhi Wang |
| 2019 | SENSYS | A Computer Vision Framework for Human User Sensing in Public Open Spaces. | Peng Sun, Rui Hou, Jerome P. Lynch |
| 2018 | CIKM | Image Matters: Visually Modeling User Behaviors Using Advanced Model Server. | Tiezheng Ge, Liqin Zhao, Guorui Zhou, Keyu Chen, Shuying Liu, Huiming Yi, Zelin Hu, Bochao Liu, Peng Sun, Haoyu Liu, Pengtao Yi, Sui Huang, Zhiqiang Zhang, Xiaoqiang Zhu, Yu Zhang, Kun Gai |
| 2018 | COMPSAC | A Multi-layered Desires Based Framework to Detect Users' Evolving Non-functional Requirements. | Peng Sun, Jingwei Yang, Ming Hua, Carl K. Chang |
| 2018 | CVPR | Tagging Like Humans: Diverse and Distinct Image Annotation. | Baoyuan Wu, Weidong Chen, Peng Sun, Wei Liu, Bernard Ghanem, Siwei Lyu |
| 2018 | GLOBECOM | A Fast Vehicular Traffic Flow Prediction Scheme Based on Fourier and Wavelet Analysis. | Peng Sun, Noura AlJeri, Azzedine Boukerche |
| 2018 | ICML | End-to-end Active Object Tracking via Reinforcement Learning. | Wenhan Luo, Peng Sun, Fangwei Zhong, Wei Liu, Tong Zhang, Yizhou Wang |
| 2018 | ICML | An Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal Extra-Gradient Method. | Li Shen, Peng Sun, Yitong Wang, Wei Liu, Tong Zhang |
| 2018 | ICPR | Discriminate Cross-modal Quantization for Efficient Retrieval. | Peng Sun, Cheng Yan, Shuai Wang, Xiao Bai |
| 2018 | IECON | Adaptive Robust Position/Thrust Tracking Control of Linear Induction Motor with Unknown End-Effect. | Linlin Lu, Peng Sun |
| 2018 | IECON | An Optimized Algorithm Based on Energy Efficiency for Gait Planning of Humanoid Robots. | Mengying Wang, Rongchuan Wang, Jianghai Zhao, Peng Sun |
| 2018 | MSWIM | A Novel Proactive Handover Scheme for Achieving Energy-Efficient Vehicular Networks. | Peng Sun, Noura AlJeri, Azzedine Boukerche |
| 2018 | MSWIM | An Energy-Efficient Node Deployment Strategy for Energy Harvesting-aided Wireless Sensor Networks. | Peng Sun, Azzedine Boukerche |
| 2018 | MSWIM | A Service Slicing Strategy with QoS for LTE-based Cellular Networks. | Peng Sun, Hassan Naser |
| 2018 | MSWIM | An Energy-efficient UAV-based Data Aggregation Protocol in Wireless Sensor Networks. | Qiyue Wu, Peng Sun, Azzedine Boukerche |
| 2018 | QRS | An Unsupervised Parameter Grouping Algorithm for Combinatorial Testing. | Peng Sun, Xiaochuang Tang, Liang Luo |
| 2018 | QRS | Task Resource Planning and Verification Method Based on Intelligent Planning. | Haiqing Wang, Peng Sun |
| 2018 | SSPR | Learning Deep Embeddings via Margin-Based Discriminate Loss. | Peng Sun, Wenzhong Tang, Xiao Bai |
| 2017 | ACSSC | Joint channel-estimation/decoding with frequency-selective channels and few-bit ADCs. | Peng Sun, Zhongyong Wang, Robert W. Heath Jr., Philip Schniter |
| 2017 | CIS | Sensors Validation Based on Bayesian Classifiers. | Peng Sun, Ziyan Wu, Haifeng Yang, Xiaoxiao Liu, Kang Chen |
| 2017 | CLUSTER | GraphH: High Performance Big Graph Analytics in Small Clusters. | Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao |
| 2017 | DCOSS | Theoretical Analysis of the Area Coverage in a UAV-based Wireless Sensor Network. | Peng Sun, Azzedine Boukerche, Yanjie Tao |
| 2017 | GLOBECOM | A Novel Passive Road Side Unit Detection Scheme in Vehicular Networks. | Peng Sun, Noura Aljeri, Azzedine Boukerche |
| 2017 | ICPADS | GraphMP: An Efficient Semi-External-Memory Big Graph Processing System on a Single Machine. | Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao |
| 2017 | ISCAS | A 1.8 μW 32 nV/√Hz current-reuse capacitively-coupled instrumentation amplifier for EEG detection. | Yangtao Dong, Lihan Tang, Xiaolin Yang, Menglian Zhao, Peng Sun, Xiaobo Wu |
| 2017 | ICTAI | Automatic Fish Classification System Using Deep Learning. | Guang Chen, Peng Sun, Yi Shang |
| 2017 | MSWIM | Analysis of Underwater Target Detection Probability by Using Autonomous Underwater Vehicles. | Peng Sun, Azzedine Boukerche |
| 2017 | VTC | Power Allocation for Interference Alignment Networks Based on Caching. | Fen Cheng, Peng Sun, Nan Zhao |
| 2017 | SmartComp | Towards Distributed Machine Learning in Shared Clusters: A Dynamically-Partitioned Approach. | Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Shengen Yan |
| 2016 | CIS | Sensors Validation Based on TAN Classifiers. | Peng Sun, Ziyan Wu, Haifeng Yang, Xin Guo |
| 2016 | DATE | Energy efficient video fusion with heterogeneous CPU-FPGA devices. | Peng Sun, Alin Achim, Ian Hasler, Paul R. Hill, Jos L. Nez-Yez |
| 2016 | EuroPar | Exploring Task Parallelism for Heterogeneous Systems Using Multicore Task Management API. | Suyang Zhu, Sunita Chandrasekaran, Peng Sun, Barbara M. Chapman, Marcus W. Winter, Tobias Schuele |
| 2016 | ICPADS | Timed Dataflow: Reducing Communication Overhead for Distributed Machine Learning Systems. | Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Shengen Yan |
| 2016 | ICSE | Exploring crowd consistency in a mechanical turk survey. | Peng Sun, Kathryn T. Stolee |
| 2016 | QRS | Performance Analysis of Cloud Service Considering Reliability. | Peng Sun, Demiao Wu, Xiwei Qiu, Liang Luo, Hongwei Li |
| 2016 | SmartComp | ADA - Automatic Detection of Alcohol Usage for Mobile Ambulatory Assessment. | Peng Sun, Nicholas M. Wergeles, Chen Zhang, Luke M. Guerdan, Timothy Trull, Yi Shang |
| 2015 | CIS | Research Methods of Sensors Validation Based on Naive Bayesian Classifier. | Peng Sun, Ziyan Wu, Haifeng Yang, Zhengfeng Ming, Xin Guo |
| 2015 | COMPSAC | mAAS - A Mobile Ambulatory Assessment System for Alcohol Craving Studies. | Ruiqi Shi, Zhang Chen, Haidong Wang, Peng Sun, Timothy Trull, Yi Shang |
| 2015 | HPCC | Deploying OpenMP Task Parallelism on Multicore Embedded Systems with MCA Task APIs. | Peng Sun, Sunita Chandrasekaran, Suyang Zhu, Barbara M. Chapman |
| 2015 | IPCCC | Performability analysis of a cloud system. | Xiwei Qiu, Peng Sun, Xun Guo, Yanping Xiang |
| 2014 | CIS | Analysis and Modeling of Learning Behaviors on Intelligent Tutoring Website. | Peng Sun, Ziyan Wu, Yunpeng Zhang, Yang Yang |
| 2014 | COCOON | Complexity of Dense Bicluster Editing Problems. | Peng Sun, Jiong Guo, Jan Baumbach |
| 2014 | ICARCV | Effects of displacement sensor noise on power amplifiers of active magnetic bearings. | Peng Sun, Lichuan Li, Chi Zhang, Jinhua Chen, Guilin Yang |
| 2014 | ICASSP | Single color image super-resolution using quaternion-based sparse representation. | Mengqi Yu, Yi Xu, Peng Sun |
| 2014 | ICML | A Convergence Rate Analysis for LogitBoost, MART and Their Variant. | Peng Sun, Tong Zhang, Jie Zhou |
| 2014 | Networking | CREATE: Correlation enhanced traffic matrix estimation in Data Center Networks. | Zhiming Hu, Yan Qiao, Jun Luo, Peng Sun, Yonggang Wen |
| 2014 | SMC | Joint EEG-fMRI model for EEG source separation. | Peng Sun, Yulia Hicks, Rossitza Setchi |
| 2014 | SIGCOMM | A network-state management service. | Peng Sun, Ratul Mahajan, Jennifer Rexford, Lihua Yuan, Ming Zhang, Ahsan Arefin |
| 2013 | CIS | Analytical Model of Customer Churn Based on Bayesian Network. | Peng Sun, Xin Guo, Yunpeng Zhang, Ziyan Wu |
| 2013 | ICML | Saving Evaluation Time for the Decision Function in Boosting: Representation and Reordering Base Learner. | Peng Sun, Jie Zhou |
| 2013 | SIGCOMM | Cloud3DView: an interactive tool for cloud data center operations. | Jianxiong Yin, Peng Sun, Yonggang Wen, Haigang Gong, Ming Liu, Xuelong Li, Haipeng You, Jinqi Gao, Cynthia Lin |
| 2012 | CIS | Study on Numerical Integration Algorithm for PSD Test. | Peng Sun, Xin Guo |
| 2012 | CIS | Research on Data Recording in Seismic PSD Experiment. | Peng Sun, Xin Guo, Kang Chen, Ziyan Wu |
| 2012 | CIS | A Rotation Resistant Image Watermarking Algorithm via Circle. | Yuxi Tan, Lei Tang, Zhinian Gao, Peng Sun, Xiaoyuan Yang, Yu Li |
| 2012 | ICML | The Convexity and Design of Composite Multiclass Losses. | Mark D. Reid, Robert C. Williamson, Peng Sun |
| 2012 | ICML | AOSO-LogitBoost: Adaptive One-Vs-One LogitBoost for Multi-Class Problem. | Peng Sun, Mark D. Reid, Jie Zhou |
| 2011 | CIS | Structural Health Monitoring via Dynamic Visualization. | Peng Sun, Xin Guo |
| 2011 | PIMRC | Space time interleaving code in frequency selective channels. | Peng Sun, Daoben Li |
| 2011 | SIGCOMM | Identifying performance bottlenecks in CDNs through TCP-level monitoring. | Peng Sun, Minlan Yu, Michael J. Freedman, Jennifer Rexford |
| 2010 | BPM | Content-Aware Resolution Sequence Mining for Ticket Routing. | Peng Sun, Shu Tao, Xifeng Yan, Nikos Anerousis, Yi Chen |
| 2010 | CoNEXT | SecondNet: a data center network virtualization architecture with bandwidth guarantees. | Chuanxiong Guo, Guohan Lu, Helen J. Wang, Shuang Yang, Chao Kong, Peng Sun, Wenfei Wu, Yongguang Zhang |
| 2010 | ICCCN | Improving Prediction Accuracy of Matrix Factorization Based Network Coordinate Systems. | Yang Chen, Peng Sun, Xiaoming Fu, Tianyin Xu |
| 2010 | ICSoft | Color Image Encryption Solution based on the Chaotic System of Logistic and Henon. | Yunpeng Zhang, Peng Sun, Jing Xie, Yunting Huang |
| 2010 | SIGCOMM | Unbiased sampling in directed social graph. | Tianyi Wang, Yang Chen, Zengbin Zhang, Peng Sun, Beixing Deng, Xing Li |
| 2009 | ICDE | WISE: A Workflow Information Search Engine. | Qihong Shao, Peng Sun, Yi Chen |
| 2009 | SIGMOD | Detecting and resolving unsound workflow views for correct provenance analysis. | Peng Sun, Ziyang Liu, Susan B. Davidson, Yi Chen |
| 2008 | AAAI | A Variance Analysis for POMDP Policy Evaluation. | Mahdi Milani Fard, Joelle Pineau, Peng Sun |
| 2007 | ICNC | A Novel Ant Colony Optimization Based Temperature-Aware Floorplanning Algorithm. | Rong Luo, Peng Sun |
| 2006 | CSR | A New Flow Control Algorithm for High Speed Computer Network. | Haoran Zhang, Peng Sun |
| 2006 | PIMRC | Energy Implications of Clustering in Heterogeneous Wireless Sensor Networks - An Analytical View. | Han Yong Lee, Winston Khoon Guan Seah, Peng Sun |
| 2004 | ICML | Bias and variance in value function estimation. | Shie Mannor, Duncan Simester, Peng Sun, John N. Tsitsiklis |
| 2002 | LCN | Enhancement of Binding Update for Mobile IP. | Peng Sun, Sam Yuan Sung |
| 2002 | WSC | General applications 2: a general simulation environment for IP mobility. | Peng Sun, Sam Yuan Sung |