| 2026 | AAAI | Training-Free ANN-to-SNN Conversion for High-Performance Spiking Transformers. | Jingya Wang, Xin Deng, Wenjie Wei, Dehao Zhang, Shuai Wang, Qian Sun, Jieyuan Zhang, Hanwen Liu, Ning Xie, Malu Zhang |
| 2025 | EMNLP | Surge: On the Potential of Large Language Models as General-Purpose Surrogate Code Executors. | Bohan Lyu, Siqiao Huang, Zichen Liang, Qian Sun, Jiaming Zhang |
| 2025 | ICLR | Spiking Vision Transformer with Saccadic Attention. | Shuai Wang, Malu Zhang, Dehao Zhang, Ammar Belatreche, Yichen Xiao, Yu Liang, Yimeng Shan, Qian Sun, Enqi Zhang, Yang Yang |
| 2025 | INFOCOM | 5GC-Fuzz: Finding Deep Stateful Vulnerabilities in 5G Core Network with Black-Box Fuzzing. | Yu Sun, Xinyu Liu, Qian Sun, Jiaming Wang, Lin Tian, Jianwei Liu |
| 2025 | RecSys | Enhancing Online Ranking Systems via Multi-Surface Co-Training for Content Understanding. | Gwendolyn Zhao, Yilin Zheng, Raghu Keshavan, Lukasz Heldt, Qian Sun, Fabio Soldo, Li Wei, Aniruddh Nath, Nikhil Khani, Weilong Yang, Dapo Omidiran, Rein Zhang, Mei Chen, Lichan Hong, Xinyang Yi |
| 2025 | TrustCom | Model Evaluation-Driven Aggregation: FedMEDA for Robust Non-IID Federated Learning. | Bosong Zhang, Linna Zhang, Qian Sun, Hai Wang, Danyang Li |
| 2024 | CIKM | Spatio-Temporal Sequence Modeling for Traffic Signal Control. | Qian Sun, Le Zhang, Jingbo Zhou, Rui Zha, Yu Mei, Chujie Tian, Hui Xiong |
| 2024 | GLOBECOM | DR-LSTM Detection Scheme for B5G DoS Traffic. | Tianbin Dang, Qian Sun, Lulu Dai, Lin Tian, Jie Zeng |
| 2024 | IGARSS | Hyperspectral Estimation of Organic Matter Content in Topsoil of Various Soil Types. | Xiaohe Gu, Qian Sun, Jingping Zhou, Yuchun Pan |
| 2024 | KDD | CrossLight: Offline-to-Online Reinforcement Learning for Cross-City Traffic Signal Control. | Qian Sun, Rui Zha, Le Zhang, Jingbo Zhou, Yu Mei, Zhiling Li, Hui Xiong |
| 2024 | VTC | Real-Time Scene-Sensitive Anomaly Detection of 5G Control Plane Based on Markov Chain. | Lulu Dai, Qian Sun, Lin Tian |
| 2024 | TrustCom | Federated Learning Greedy Aggregation Optimization for Non-Independently Identically Distributed Data. | Bosong Zhang, Qian Sun, Hai Wang, Linna Zhang, Danyang Li |
| 2023 | CVPR | Semi-Weakly Supervised Object Kinematic Motion Prediction. | Gengxin Liu, Qian Sun, Haibin Huang, Chongyang Ma, Yulan Guo, Li Yi, Hui Huang, Ruizhen Hu |
| 2023 | CVPR | OPE-SR: Orthogonal Position Encoding for Designing a Parameter-free Upsampling Module in Arbitrary-scale Image Super-Resolution. | Gaochao Song, Qian Sun, Luo Zhang, Ran Su, Jianfeng Shi, Ying He |
| 2023 | GLOBECOM | HMM-AD: Anomaly Detection for 5G Control Plane based on HMM. | Qian Sun, Lin Tian, Jie Zeng, Miaoshun Lu |
| 2023 | ICONIP | A Health Evaluation Algorithm for Edge Nodes Based on LSTM. | Qian Sun, Zhengfan Wang, Jiarui Zhang, Qinglin Liu, Xin Zhang |
| 2023 | KDD | Hierarchical Reinforcement Learning for Dynamic Autonomous Vehicle Navigation at Intelligent Intersections. | Qian Sun, Le Zhang, Huan Yu, Weijia Zhang, Yu Mei, Hui Xiong |
| 2022 | KDD | Surrogate for Long-Term User Experience in Recommender Systems. | Yuyan Wang, Mohit Sharma, Can Xu, Sriraj Badam, Qian Sun, Lee Richardson, Lisa Chung, Ed H. Chi, Minmin Chen |
| 2022 | WCNC | Wireless Resource Allocation based on Multiplexing and Isolation in Sliced 5G Networks. | Ning Hui, Qian Sun, Yuanyuan Wang, Zongshuai Zhang, Lin Tian, Chen Feng, Zhenyu Guan |
| 2021 | IJCNN | CM-Net: a point cloud upsampling network based on adversarial neural network. | Xiaomeng Li, Chung-Ming Own, Kaizhen Wu, Qian Sun |
| 2021 | ICTAI | SAdvGAN : Multiple Information Fusion For Adversary Generation. | Qian Sun, Ziman Yang, Pei Li, Mengmeng Li, Ben Zhao |
| 2021 | WCNC | Wireless resource management in sliced networks based on isolation indexes. | Lin Tian, Lulu Dai, Qian Sun, Yiqing Zhou, Yuanyuan Wang, Chen Feng |
| 2021 | WCNC | Statistical Multiplexing Gain Analysis of Computing Resources for C-RAN with Alpha-Stable Model. | Xusheng Tong, Lin Tian, Zongshuai Zhang, Qian Sun, Yuanyuan Wang |
| 2020 | CVPR | Superpixel Segmentation With Fully Convolutional Networks. | Fengting Yang, Qian Sun, Hailin Jin, Zihan Zhou |
| 2020 | CW | ArchGANs: stylized colorization prototyping for architectural line drawing. | Wenyuan Tao, Han Jiang, Qian Sun, Mu Zhang, Kan Chen, Marius Erdt |
| 2020 | GECCO | On the order of variables for multitasking optimization. | Lei Wang, Qian Sun, Qingzheng Xu, Balin Tian, Wei Li |
| 2020 | GECCO | An effective variable transfer strategy in multitasking optimization. | Qingzheng Xu, Balin Tian, Lei Wang, Qian Sun, Feng Zou |
| 2020 | GLOBECOM | Joint Management of Communicating and Computing Resources in Sliced 5G Networks. | Qian Sun, Lin Tian, Jinglin Shi, Yiqing Zhou, Ling Liu, Yuanyuan Wang, Fengli Wang |
| 2019 | GLOBECOM | Semi-Dynamic Computing Resource Allocation in MEC-Enabled Radio Access Networks. | Qian Sun, Lin Tian, Yiqing Zhou, Zongshuai Zhang, Yan Peng, Yuanyuan Wang, Jinglin Shi, Yingjiao Ma, Long Long |
| 2019 | IGARSS | Monitoring Maize Lodging Disaster Via Multi-Temporal Remote Sensing Images. | Xiaohe Gu, Qian Sun, Guijun Yang, Xiaoyu Song, Xingang Xu |
| 2019 | VTC | Delay Optimized Computation Offloading and Resource Allocation for Mobile Edge Computing. | Long Long, Zichen Liu, Yiqing Zhou, Ling Liu, Jinglin Shi, Qian Sun |
| 2017 | CLUSTER | TGE: Machine Learning Based Task Graph Embedding for Large-Scale Topology Mapping. | Jong Youl Choi, Jeremy Logan, Matthew Wolf, George Ostrouchov, Tahsin M. Kur, Qing Liu, Norbert Podhorszki, Scott Klasky, Melissa Romanus, Qian Sun, Manish Parashar, Randy Michael Churchill, Choong-Seock Chang |
| 2017 | ICNC | Fuzzy-rough feature selection based on λ-partition differentiation entropy. | Qian Sun, Yanpeng Qu, Ansheng Deng, Longzhi Yang |
| 2017 | IECON | Optimal sizing of energy storage systems for interconnected micro-grids. | Hua Xie, Xiaofei Teng, Qian Sun, Jianwei Ma |
| 2017 | VTC | Motion Simulation Framework and Models on the Battlefield. | Qian Sun, Lin Tian, Hongning Zhao, Bule Sun, Yiqing Zhou, Bingqiang Yang, Jinglin Shi |
| 2016 | HPDC | Persistent Data Staging Services for Data Intensive In-situ Scientific Workflows. | Melissa Romanus, Fan Zhang, Tong Jin, Qian Sun, Hoang Bui, Manish Parashar, Jong Youl Choi, Saloman Janhunen, Robert Hager, Scott Klasky, Choong-Seock Chang, Ivan Rodero |
| 2016 | SC | In-Staging Data Placement for Asynchronous Coupling of Task-Based Scientific Workflows. | Qian Sun, Melissa Romanus, Tong Jin, Hongfeng Yu, Peer-Timo Bremer, Steve Petruzza, Scott Klasky, Manish Parashar |
| 2016 | TrustCom | SeLance: Secure Load Balancing of Virtual Machines in Cloud. | Qian Sun, Qingni Shen, Cong Li, Zhonghai Wu |
| 2015 | KDD | Transfer Learning for Bilingual Content Classification. | Qian Sun, Mohammad Shafkat Amin, Baoshi Yan, Craig Martell, Vita Markman, Anmol Bhasin, Jieping Ye |
| 2015 | KDD | Structural Graphical Lasso for Learning Mouse Brain Connectivity. | Sen Yang, Qian Sun, Shuiwang Ji, Peter Wonka, Ian Davidson, Jieping Ye |
| 2015 | KDD | Deep Model Based Transfer and Multi-Task Learning for Biological Image Analysis. | Wenlu Zhang, Rongjian Li, Tao Zeng, Qian Sun, Sudhir Kumar, Jieping Ye, Shuiwang Ji |
| 2015 | KDD | Multi-Task Learning for Spatio-Temporal Event Forecasting. | Liang Zhao, Qian Sun, Jieping Ye, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan |
| 2015 | SC | Adaptive data placement for staging-based coupled scientific workflows. | Qian Sun, Tong Jin, Melissa Romanus, Hoang Bui, Fan Zhang, Hongfeng Yu, Hemanth Kolla, Scott Klasky, Jacqueline Chen, Manish Parashar |
| 2014 | CLUSTER | Leveraging deep memory hierarchies for data staging in coupled data-intensive simulation workflows. | Tong Jin, Fan Zhang, Qian Sun, Hoang Bui, Norbert Podhorszki, Scott Klasky, Hemanth Kolla, Jacqueline Chen, Robert Hager, Choong-Seock Chang, Manish Parashar |
| 2014 | SGP | Geodesic Voronoi Diagrams with Polyline Generators. | Chunxu Xu, Yong-Jin Liu, Qian Sun, Jinyan Li, Ying He |
| 2013 | CHI | A multi-touch interface for fast architectural sketching and massing. | Qian Sun, Juncong Lin, Chi-Wing Fu, Sawako Kaijima, Ying He |
| 2013 | IWCMC | Joint interference alignment and power allocation in MIMO interference network. | Shengfeng Xu, Gang Zhu, Qian Sun, Yuanxuan Li |
| 2013 | KDD | Robust principal component analysis via capped norms. | Qian Sun, Shuo Xiang, Jieping Ye |
| 2013 | SC | Using cross-layer adaptations for dynamic data management in large scale coupled scientific workflows. | Tong Jin, Fan Zhang, Qian Sun, Hoang Bui, Manish Parashar, Hongfeng Yu, Scott Klasky, Norbert Podhorszki, Hasan Abbasi |
| 2012 | ISORC | Overbooking-Based Resource Allocation in Virtualized Data Center. | Tianyu Wo, Qian Sun, Bo Li, Chunming Hu |
| 2011 | CHI | An interactive multi-touch sketching interface for diffusion curves. | Qian Sun, Chi-Wing Fu, Ying He |
| 2011 | TrustCom | A Double Key-Sharing Based False Data Filtering Scheme in Wireless Sensor Networks. | Qian Sun, Min Wu |
| 2011 | SiggraphA | Parallel and accurate Poisson disk sampling on arbitrary surfaces. | Ying Xiang, Shi-Qing Xin, Qian Sun, Ying He |
| 2010 | CSCWD | A knowledge-based adaptive collaborative work system implementation framework. | Xianghui Wang, Jian Zhang, Qian Sun |
| 2008 | EUC | Research on the Encrypted Data Access Control of Multi-purpose Asynchronous WSN. | Qian Sun, Shanqing Guo, Qiuliang Xu |
| 2006 | ISNN | Hybrid Neural Network and Genetic Algorithms for Self-tuning of PI Controller in DSPM Motor Drive System. | Rui-Ming Fang, Qian Sun |
| 2006 | SMC | Integrate Artificial Intelligence Techniques into Financial Investment Information System. | Xiaotian Zhu, Jiwei Wang, Qian Sun |