| 2026 | AAAI | Automatic Channel Pruning by Searching with Structure Embedding for Hash Network. | Zifan Liu, Yuan Cao, Yifan Sun, Yanwei Yu, Heng Qi |
| 2026 | KDD | Think2Go: Generative Next POI Recommendation with LLM Reasoning. | Zhuang Zhuang, Shanshan Feng, Hangwei Qian, Mingqi Yang, Heng Qi, Yanming Shen, Baocai Yin |
| 2025 | CIKM | MGSTDN: Multi-Granularity Spatial-Temporal Diffusion Network for Next POI Recommendation. | Zhuang Zhuang, Haitao Yuan, Shanshan Feng, Heng Qi, Yanming Shen, Baocai Yin |
| 2024 | AAAI | TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation. | Zhuang Zhuang, Tianxin Wei, Lingbo Liu, Heng Qi, Yanming Shen, Baocai Yin |
| 2024 | ICPADS | Financial Fraud Defense Strategy based on Gradient Compensated Asynchronous Federated Learning. | Tongrui Liu, Yizhi Zhou, Zhipeng Song, Xibei Jia, Shan Wu, Heng Qi |
| 2024 | NSDI | Flow Scheduling with Imprecise Knowledge. | Wenxin Li, Xin He, Yuan Liu, Keqiu Li, Kai Chen, Zhao Ge, Zewei Guan, Heng Qi, Song Zhang, Guyue Liu |
| 2023 | ICA3PP | K Asynchronous Federated Learning with Cosine Similarity Based Aggregation on Non-IID Data. | Shan Wu, Yizhi Zhou, Xuesong Gao, Heng Qi |
| 2023 | ICA3PP | FEAML: A Mobile Traffic Classification System with Feature Expansion and Autonomous Machine Learning. | Qing Yang, Xiangyu Kong, Yilei Xiao, Yue Lin, Rui Wen, Heng Qi |
| 2023 | ICPADS | Anomalous Behavior Identification with Visual Federated Learning in Multi-UAVs Systems. | Pengfei Wang, Xinrui Yu, Yefei Ye, Heng Qi, Shuo Yu, Leyou Yang, Qiang Zhang |
| 2023 | WWW | KGTrust: Evaluating Trustworthiness of SIoT via Knowledge Enhanced Graph Neural Networks. | Zhizhi Yu, Di Jin, Cuiying Huo, Zhiqiang Wang, Xiulong Liu, Heng Qi, Jia Wu, Lingfei Wu |
| 2022 | BMVC | One-shot Network Pruning at Initialization with Discriminative Image Patches. | Yinan Yang, Yu Wang, Ying Ji, Heng Qi, Jien Kato |
| 2022 | ICML | A New Perspective on the Effects of Spectrum in Graph Neural Networks. | Mingqi Yang, Yanming Shen, Rui Li, Heng Qi, Qiang Zhang, Baocai Yin |
| 2022 | ICPADS | A Continuous Encoder-Decoder Method for Spatial-Temporal Forecasting. | Lei Liu, Yanming Shen, Heng Qi |
| 2022 | ICPP | BULB: Lightweight and Automated Load Balancing for Fast Datacenter Networks. | Yuan Liu, Wenxin Li, Wenyu Qu, Heng Qi |
| 2022 | INFOCOM | Protect Privacy from Gradient Leakage Attack in Federated Learning. | Junxiao Wang, Song Guo, Xin Xie, Heng Qi |
| 2022 | ISPA | TailCmp - A Tail Latency Evaluation Solution of Public Cloud and Labeled von Neumann Architecture based Cloud Prototype. | Xiangyu Kong, Xuesong Gao, Shibao Pan, Yizhi Zhou, Yanan Yang, Laiping Zhao, Heng Qi |
| 2022 | WWW | Federated Unlearning via Class-Discriminative Pruning. | Junxiao Wang, Song Guo, Xin Xie, Heng Qi |
| 2021 | ICASSP | Super-Resolution and Infection Edge Detection Co-Guided Learning for Covid-19 Ct Segmentation. | Yu Sang, Jinguang Sun, Si-Miao Wang, Heng Qi, Keqiu Li |
| 2021 | ICPADS | STNN: A Spatial-Temporal Graph Neural Network for Traffic Prediction. | Xueyan Yin, Feifan Li, Genze Wu, Pengfei Wang, Yanming Shen, Heng Qi, Baocai Yin |
| 2021 | INFOCOM | A Lightweight Integrity Authentication Approach for RFID-enabled Supply Chains. | Xin Xie, Xiulong Liu, Song Guo, Heng Qi, Keqiu Li |
| 2021 | IWQoS | DarkTE: Towards Dark Traffic Engineering in Data Center Networks with Ensemble Learning. | Renhai Xu, Wenxin Li, Keqiu Li, Xiaobo Zhou, Heng Qi |
| 2021 | WWW | Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks. | Mingqi Yang, Yanming Shen, Heng Qi, Baocai Yin |
| 2020 | INFOCOM | TINA: A Fair Inter-datacenter Transmission Mechanism with Deadline Guarantee. | Xiaodong Dong, Wenxin Li, Xiaobo Zhou, Keqiu Li, Heng Qi |
| 2020 | INFOCOM | Efficient Coflow Transmission for Distributed Stream Processing. | Wenxin Li, Xu Yuan, Wenyu Qu, Heng Qi, Xiaobo Zhou, Sheng Chen, Renhai Xu |
| 2019 | ICA3PP | HBL-Sketch: A New Three-Tier Sketch for Accurate Network Measurement. | Keyan Zhao, Junxiao Wang, Heng Qi, Xin Xie, Xiaobo Zhou, Keqiu Li |
| 2019 | ICPADS | An Effective Spatio-Temporal Query Framework for Massive Trajectory Data in Urban Computing. | Shiqiang Li, Weize Wang, Jiawei Shan, Heng Qi, Yanming Shen, Baocai Yin |
| 2019 | PDCAT | D2D-Assisted Computation Offloading for Mobile Edge Computing Systems with Energy Harvesting. | Molin Li, Tong Chen, Jiaxin Zeng, Xiaobo Zhou, Keqiu Li, Heng Qi |
| 2019 | PRICAI | Contourlet Transform Based Seismic Signal Denoising via Multi-scale Information Distillation Network. | Yu Sang, Jinguang Sun, Si-Miao Wang, Xiangfu Meng, Heng Qi |
| 2018 | INFOCOM | Leveraging Endpoint Flexibility when Scheduling Coflows across Geo-distributed Datacenters. | Wenxin Li, Xu Yuan, Keqiu Li, Heng Qi, Xiaobo Zhou |
| 2018 | SIGCOMM | CLICK-UP: Towards Software Upgrades of Click-driven Stateful Network Elements. | Junxiao Wang, Yuchen Huang, Heng Qi, Keqiu Li, Steve Uhlig |
| 2017 | ICDCS | More Peak, Less Differentiation: Towards A Pricing-aware Online Control Framework for Inter-Datacenter Transfers. | Wenxin Li, Xiaobo Zhou, Keqiu Li, Heng Qi, Deke Guo |
| 2017 | IWQoS | Optimizing the cost-performance tradeoff for geo-distributed data analytics with uncertain demand. | Wenxin Li, Renhai Xu, Heng Qi, Keqiu Li, Xiaobo Zhou |
| 2016 | IWQoS | Data Rate Guarantee for Coflow scheduling in network function virtualization. | Jianhui Zhang, Keqiu Li, Deke Guo, Heng Qi, Xiaoyi Tao, Yingwei Jin |
| 2016 | TrustCom | Multiple Query-Independent Values Based Asymmetric Ranking for Approximate Nearest Neighbor Search. | Yuan Cao, Heng Qi, Keqiu Li, Milos Stojmenovic |
| 2016 | TrustCom | Scheduling Dependent Coflows with Guaranteed Job Completion Time. | Yang Liu, Wenxin Li, Keqiu Li, Heng Qi, Xiaoyi Tao, Sheng Chen |
| 2016 | TrustCom | An Efficient DDoS Detection with Bloom Filter in SDN. | Peng Xiao, Zhiyang Li, Heng Qi, Wenyu Qu, Haisheng Yu |
| 2016 | TrustCom | Towards Application-Aware In-Network Bandwidth Management in Data Centers. | Renhai Xu, Wenxin Li, Keqiu Li, Heng Qi |
| 2016 | SECON | Fast Collection of Data in Sensor-Augmented RFID Networks. | Xin Xie, Xiulong Liu, Weilian Xue, Keqiu Li, Bin Xiao, Heng Qi |
| 2015 | ICCCN | D2CS: Dynamic Duty Cycle Scheme in an Opportunistic Routing Sensor Network. | Bingxin Niu, Heng Qi, Keqiu Li, Xiulong Liu, Weilian Xue |
| 2015 | ICPP | Zebra: An East-West Control Framework for SDN Controllers. | Haisheng Yu, Keqiu Li, Heng Qi, Wenxin Li, Xiaoyi Tao |
| 2015 | INFOCOM | RFID cardinality estimation with blocker tags. | Xiulong Liu, Bin Xiao, Keqiu Li, Jie Wu, Alex X. Liu, Heng Qi, Xin Xie |
| 2014 | DASC | A Shape Clustering Based Framework for Fast Context-Sensitive Shape Retrieval. | Heng Qi, Haibo Xu, Keqiu Li, Jingyi Li |
| 2014 | ICA3PP | Efficient Detection of Cloned Attacks for Large-Scale RFID Systems. | Xiulong Liu, Heng Qi, Keqiu Li, Jie Wu, Weilian Xue, Geyong Min, Bin Xiao |
| 2014 | ICNP | Fast Counting the Key Tags in Anonymous RFID Systems. | Xiulong Liu, Keqiu Li, Heng Qi, Bin Xiao, Xin Xie |
| 2013 | HPCC | MVSS: Mobile Visual Search Based on Saliency. | Yegang Du, Zhiyang Li, Wenyu Qu, Siyang Miao, Songhe Wang, Heng Qi |
| 2013 | HPCC | The Exchanged Folded Hypercube. | Yang Li, Heng Qi, Zhiyang Li, Keqiu Li |
| 2013 | MASS | Time- and Energy-Efficient Detection of Unknown Tags in Large-Scale RFID Systems. | Xiulong Liu, Heng Qi, Keqiu Li, Yanming Shen, Alex X. Liu, Wenyu Qu |
| 2012 | TrustCom | A Novel System for Evaluating Website Using Link Analysis. | Xiaoqiang Li, Yun Mi, Yingwei Jin, Heng Qi, Zhiyang Li |