| 2026 | ACL | Multi-Docker-Eval: A 'Shovel of the Gold Rush' Benchmark on Automatic Environment Building for Software Engineering. | Kelin Fu, Tianyu Liu, Zeyu Shang, Yingwei Ma, Jiaheng Liu, Jian Yang, Kaigui Bian |
| 2026 | KDD | Few-shot Multimodal Anomaly Detection via Dynamic Intra-modal Sparsity Attention and Quality-aware Cross-modal Fusion in Microservice System. | Kaiqi Ding, Zijian Song, Kaigui Bian |
| 2025 | CSCWD | MicroTR: Transaction Reproduction Fault Diagnosis Framework for Microservice on Multi-Source Data. | Xin-Wei Yao, Yu-Hao Ma, Qi-Chao Lu, Xing Fu, Qiang Li, Weiqiang Wang, Kaigui Bian |
| 2025 | ICDE | CaliEX: A Disk-Based Large-Scale GNN Training System with Joint Design of Caching and Execution. | Can Su, Haipeng Zhang, Hanyu Zhao, Wenting Shen, Baole Ai, Yong Li, Kaigui Bian, Bin Cui |
| 2025 | ICPADS | Dispenser: Hierarchical KV Cache Management for Efficient LLM Generative Inference. | Beiquan Cao, Kaigui Bian, Guojie Luo, Joongheon Kim |
| 2025 | ICSOC | Adaptive Modality Compensation via Bi-Mamba Dual-Stream Learning for Microservice Failure Diagnosis Under Incomplete Multimodal Data. | Kaiqi Ding, Yuanmu Ma, Kaigui Bian |
| 2025 | KDD | Enhancing Microservices Anomaly Detection via Multimodal Data Fusion in the Wavelet Domain and Spatiotemporal Graph-based Diffusion Probabilistic Model. | Kaiqi Ding, Yuanmu Ma, Zijian Song, Kaigui Bian |
| 2025 | KDD | Online Item Cold-Start Recommendation with Popularity-Aware Meta-Learning. | Yunze Luo, Yuezihan Jiang, Yinjie Jiang, Gaode Chen, Jingchi Wang, Kaigui Bian, Peiyi Li, Qi Zhang |
| 2025 | KDD | Improved Accuracy, Declining Orders: Uncovering the Vicious Competition Trap in Multi-Domain Recommendation. | Dan Wang, Zijian Song, Lifang Deng, Yihuan Wu, Jin Niu, Jiandong Zhang, Kaigui Bian, Bin Cui |
| 2025 | SDM | StarRec: A Hypergraph-based Framework with Star-Expansion for Multi-Behavior Recommendation. | Wenhan Zhang, Zijian Song, Yihuan Wu, Lifang Deng, Jiandong Zhang, Kaigui Bian, Bin Cui |
| 2024 | CIKM | MultiLoRA: Multi-Directional Low Rank Adaptation for Multi-Domain Recommendation. | Zijian Song, Wenhan Zhang, Lifang Deng, Jiandong Zhang, Kaigui Bian, Bin Cui |
| 2024 | KDD | Mitigating Negative Transfer in Cross-Domain Recommendation via Knowledge Transferability Enhancement. | Zijian Song, Wenhan Zhang, Lifang Deng, Jiandong Zhang, Zhihua Wu, Kaigui Bian, Bin Cui |
| 2024 | RecSys | Prompt Tuning for Item Cold-start Recommendation. | Yuezihan Jiang, Gaode Chen, Wenhan Zhang, Jingchi Wang, Yinjie Jiang, Qi Zhang, Jingjian Lin, Peng Jiang, Kaigui Bian |
| 2023 | ICDE | Hierarchical Interest Modeling of Long-tailed Users for Click-Through Rate Prediction. | Xu Xie, Jin Niu, Lifang Deng, Dan Wang, Jiandong Zhang, Zhihua Wu, Kaigui Bian, Gang Cao, Bin Cui |
| 2022 | KDD | Applying Deep Learning Based Probabilistic Forecasting to Food Preparation Time for On-Demand Delivery Service. | Chengliang Gao, Fan Zhang, Yue Zhou, Ronggen Feng, Qiang Ru, Kaigui Bian, Renqing He, Zhizhao Sun |
| 2021 | GLOBECOM | Meta-material Sensors based Internet of Things for 6G Communications. | Jingzhi Hu, Hongliang Zhang, Boya Di, Kaigui Bian, Lingyang Song |
| 2021 | GLOBECOM | Wireless Indoor Simultaneous Localization and Mapping Using Reconfigurable Intelligent Surface. | Ziang Yang, Haobo Zhang, Boya Di, Hongliang Zhang, Kaigui Bian, Lingyang Song |
| 2021 | IJCAI | AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender System. | Pengyu Zhao, Kecheng Xiao, Yuanxing Zhang, Kaigui Bian, Wei Yan |
| 2021 | WWW | Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data. | Chengxu Yang, Qipeng Wang, Mengwei Xu, Zhenpeng Chen, Kaigui Bian, Yunxin Liu, Xuanzhe Liu |
| 2020 | AAAI | Spherical Criteria for Fast and Accurate 360° Object Detection. | Pengyu Zhao, Ansheng You, Yuanxing Zhang, Jiaying Liu, Kaigui Bian, Yunhai Tong |
| 2020 | ECCV | Differentiable Feature Aggregation Search for Knowledge Distillation. | Yushuo Guan, Pengyu Zhao, Bingxuan Wang, Yuanxing Zhang, Cong Yao, Kaigui Bian, Jian Tang |
| 2020 | ICASSP | A New Perspective for Flexible Feature Gathering in Scene Text Recognition Via Character Anchor Pooling. | Shangbang Long, Yushuo Guan, Kaigui Bian, Cong Yao |
| 2020 | ICASSP | Preference-Aware Mask for Session-Based Recommendation with Bidirectional Transformer. | Yuanxing Zhang, Pengyu Zhao, Yushuo Guan, Lin Chen, Kaigui Bian, Lingyang Song, Bin Cui, Xiaoming Li |
| 2020 | ICDM | TSSRGCN: Temporal Spectral Spatial Retrieval Graph Convolutional Network for Traffic Flow Forecasting. | Xu Chen, Yuanxing Zhang, Lun Du, Zheng Fang, Yi Ren, Kaigui Bian, Kunqing Xie |
| 2020 | IJCAI | Adversarial Oracular Seq2seq Learning for Sequential Recommendation. | Pengyu Zhao, Tianxiao Shui, Yuanxing Zhang, Kecheng Xiao, Kaigui Bian |
| 2020 | INFOCOM | PERM: Neural Adaptive Video Streaming with Multi-path Transmission. | Yushuo Guan, Yuanxing Zhang, Bingxuan Wang, Kaigui Bian, Xiaoliang Xiong, Lingyang Song |
| 2020 | INFOCOM | Improving Quality of Experience by Adaptive Video Streaming with Super-Resolution. | Yinjie Zhang, Yuanxing Zhang, Yi Wu, Yu Tao, Kaigui Bian, Pan Zhou, Lingyang Song, Hu Tuo |
| 2020 | WCNC | Deep Reinforcement Learning based Indoor Air Quality Sensing by Cooperative Mobile Robots. | Zhiwen Hu, Tiankuo Song, Kaigui Bian, Lingyang Song |
| 2019 | CIKM | Multi-view Moments Embedding Network for 3D Shape Recognition. | Jun Xiao, Yuanxing Zhang, Pengyu Zhao, Kecheng Xiao, Kaigui Bian, Chunli Zhang, Wei Yan |
| 2019 | GLOBECOM | Distributed Trajectory Design for Cooperative Internet of UAVs Using Deep Reinforcement Learning. | Jingzhi Hu, Hongliang Zhang, Kaigui Bian, Lingyang Song, Zhu Han |
| 2019 | GLOBECOM | Adversarial Learning of Transitive Semantic Features for Cross-Domain Recommendation. | Zhetao Li, Pengpeng Qiao, Yuanxing Zhang, Kaigui Bian |
| 2019 | GLOBECOM | Learning Multiple Temporal Relational Network Embeddings via Graph Convolutional Network. | Kecheng Xiao, Pengyu Zhao, Yuanxing Zhang, Yanzhou Li, Kaigui Bian, Wei Yan |
| 2019 | ICASSP | Real-time Prediction for Fine-grained Air Quality Monitoring System with Asynchronous Sensing. | Zixuan Bai, Zhiwen Hu, Kaigui Bian, Lingyang Song |
| 2019 | ICASSP | DenXFPN: Pulmonary Pathologies Detection Based on Dense Feature Pyramid Networks. | Jun Xiao, Yuanxing Zhang, Kaigui Bian, Guopeng Zhou, Wei Yan |
| 2019 | ICASSP | LadderNet: Knowledge Transfer Based Viewpoint Prediction in 360 | Pengyu Zhao, Yuanxing Zhang, Kaigui Bian, Hu Tuo, Lingyang Song |
| 2019 | ICCV | Symmetry-Constrained Rectification Network for Scene Text Recognition. | Mingkun Yang, Yushuo Guan, Minghui Liao, Xin He, Kaigui Bian, Song Bai, Cong Yao, Xiang Bai |
| 2019 | IJCAI | Playing Card-Based RTS Games with Deep Reinforcement Learning. | Tianyu Liu, Zijie Zheng, Hongchang Li, Kaigui Bian, Lingyang Song |
| 2019 | INFOCOM | ImgSensingNet: UAV Vision Guided Aerial-Ground Air Quality Sensing System. | Yuzhe Yang, Zhiwen Hu, Kaigui Bian, Lingyang Song |
| 2019 | INFOCOM | DRL360: 360-degree Video Streaming with Deep Reinforcement Learning. | Yuanxing Zhang, Pengyu Zhao, Kaigui Bian, Yunxin Liu, Lingyang Song, Xiaoming Li |
| 2018 | APCC | Competitive Influence Blocking in Online Social Networks: A Case Study on WeChat. | Chang Yao, Yuanxing Zhang, Xiaomei Zhang, Kaigui Bian, Lingyang Song |
| 2018 | CCS | Direct Anonymous Attestation with Efficient Verifier-Local Revocation for Subscription System. | Vireshwar Kumar, He Li, Noah Luther, Pranav Asokan, Jung-Min "Jerry" Park, Kaigui Bian, Martin B. H. Weiss, Taieb Znati |
| 2018 | GLOBECOM | SIGN: War-Driving Free Indoor Navigation Using Coded Visual Tags. | Yuanxing Zhang, Zhuojin Li, Chengxu Yang, Kaigui Bian, Lingyang Song, Xiaoming Li |
| 2018 | GLOBECOM | Optimal Trajectory Planning of Drones for 3D Mobile Sensing. | Pengyu Zhao, Yuzhe Yang, Yuanxing Zhang, Kaigui Bian, Lingyang Song, Pengpeng Qiao, Zhetao Li |
| 2018 | IJCAI | Towards Reading Comprehension for Long Documents. | Yuanxing Zhang, Yangbin Zhang, Kaigui Bian, Xiaoming Li |
| 2018 | INFOCOM | AQNet: Fine-grained 3D spatio-temporal air quality monitoring by aerial-ground WSN. | Yuzhe Yang, Zixuan Bai, Zhiwen Hu, Zijie Zheng, Kaigui Bian, Lingyang Song |
| 2018 | INFOCOM | Proactive Video Push for Optimizing Bandwidth Consumption in Hybrid CDN-P2P VoD Systems. | Yuanxing Zhang, Chengliang Gao, Yangze Guo, Kaigui Bian, Xin Jin, Zhi Yang, Lingyang Song, Jiangang Cheng, Hu Tuo, Xiaoming Li |
| 2017 | GLOBECOM | Job and Candidate Recommendation with Big Data Support: A Contextual Online Learning Approach. | Shaokang Dong, Zijian Lei, Pan Zhou, Kaigui Bian, Guanghui Liu |
| 2017 | GLOBECOM | Trajectory-Matching Prediction for Friend Recommendation in Anonymous Social Networks. | Yichun Duan, Yuanxing Zhang, Chengliang Gao, Meng Tong, Yuanyuan Zhang, Kaigui Bian, Wei Yan |
| 2017 | GLOBECOM | Hybrid MAC Protocol for Full Duplex Wi-Fi Networks. | Jingzhi Hu, Boya Di, Tianyu Wang, Kaigui Bian, Lingyang Song |
| 2017 | GLOBECOM | Arms: A Fine-Grained 3D AQI Realtime Monitoring System by UAV. | Yuzhe Yang, Zijie Zheng, Kaigui Bian, Yun Jiang, Lingyang Song, Zhu Han |
| 2017 | GLOBECOM | Dynamic Slot-Length Control for Reducing Neighbor Discovery Latency in Wireless Sensor Networks. | Yangbin Zhang, Kaigui Bian, Lin Chen, Pan Zhou, Xiaoming Li |
| 2017 | GLOBECOM | Trail-Tracker: Driving Navigation in Enclosed Areas by Smartphone Visual-Inertial Sensing. | Gaoxiang Zhang, Kaigui Bian, Lingyang Song |
| 2017 | VTC | Security in Use Cases of Vehicle-to-Everything Communications. | Kaigui Bian, Gaoxiang Zhang, Lingyang Song |
| 2016 | GLOBECOM | Influence Maximization in Messenger-Based Social Networks. | Yuanxing Zhang, Yichong Bai, Lin Chen, Kaigui Bian, Xiaoming Li |
| 2016 | IWQoS | The detection of physical attacks against iBeacon transmitters. | Chen-Hao Liu, Peng Zhao, Kaigui Bian, Tong Zhao, Yan Wei |
| 2016 | VTC | Skolem Sequence Based Self-Adaptive Broadcast Protocol in Cognitive Radio Networks. | Lin Chen, Zhiping Xiao, Kaigui Bian, Shuyu Shi, Rui Li, Yusheng Ji |
| 2016 | VTC | Trident: Context-Based Reverse Authentication for Phishing AP Detection in Commodity WiFi Networks. | Peng Zhao, Kaigui Bian, Ping Chen, Tong Zhao, Yichun Duan, Wei Yan |
| 2015 | CCS | Group Signatures with Probabilistic Revocation: A Computationally-Scalable Approach for Providing Privacy-Preserving Authentication. | Vireshwar Kumar, He Li, Jung-Min "Jerry" Park, Kaigui Bian, Yaling Yang |
| 2015 | GLOBECOM | The Hidden Fine-Grained State Machine in Cellular Network for Simultaneous Voice and Data Services. | Wenshan Fu, Kaigui Bian, Tong Zhao, Wei Yan |
| 2015 | GLOBECOM | Cross-Layer Protocol Design for Distributed Full-Duplex Network. | Yun Liao, Boya Di, Kaigui Bian, Lingyang Song, Dusit Niyato, Zhu Han |
| 2015 | ICMLA | Learning Common Metrics for Homogenous Tasks in Traffic Flow Prediction. | Haikun Hong, Xiabing Zhou, Wenhao Huang, Xingxing Xing, Fei Chen, Yu Lei, Kaigui Bian, Kunqing Xie |
| 2015 | IJCNN | Improving deep neural network ensembles using reconstruction error. | Wenhao Huang, Haikun Hong, Kaigui Bian, Xiabing Zhou, Guojie Song, Kunqing Xie |
| 2015 | IMC | Characterizing Smartphone Usage Patterns from Millions of Android Users. | Huoran Li, Xuan Lu, Xuanzhe Liu, Tao Xie, Kaigui Bian, Felix Xiaozhu Lin, Qiaozhu Mei, Feng Feng |
| 2015 | INFOCOM | On heterogeneous neighbor discovery in wireless sensor networks. | Lin Chen, Ruolin Fan, Kaigui Bian, Lin Chen, Mario Gerla, Tao Wang, Xiaoming Li |
| 2015 | INFOCOM | Improving the QoE of mobile data access for long-lived connections in cellular networks. | Zehui Li, Kaigui Bian, Tong Zhao, Xiaoming Li |
| 2015 | INFOCOM | Contextual-code: Simplifying information pulling from targeted sources in physical world. | Yang Tian, Kaigui Bian, Guobin Shen, Xiaochen Liu, Xiaoguang Li, Thomas Moscibroda |
| 2015 | MOBIHOC | Poster: Full-duplex WiFi: Achieving Simultaneous Sensing and Transmission for Future Wireless Networks. | Yun Liao, Kaigui Bian, Lingyang Song, Zhu Han |
| 2015 | VTC | On Hybrid Localization in Half-Open Areas. | Geng Li, Kaigui Bian, Yuping Zhao, Dou Li |
| 2014 | CCS | Blind Transmitter Authentication for Spectrum Security and Enforcement. | Vireshwar Kumar, Jung-Min Park, Kaigui Bian |
| 2014 | INFOCOM | Towards ubiquitous indoor localization service leveraging environmental physical features. | Yang Tian, Ruipeng Gao, Kaigui Bian, Fan Ye, Tao Wang, Yizhou Wang, Xiaoming Li |
| 2014 | MOBICOM | Jigsaw: indoor floor plan reconstruction via mobile crowdsensing. | Ruipeng Gao, Mingmin Zhao, Tao Ye, Fan Ye, Yizhou Wang, Kaigui Bian, Tao Wang, Xiaoming Li |
| 2014 | MOBICOM | Strata: layered coding for scalable visual communication. | Wenjun Hu, Jingshu Mao, Zihui Huang, Yiqing Xue, Junfeng She, Kaigui Bian, Guobin Shen |
| 2014 | MOBIHOC | A group-theoretic framework for rendezvous in heterogeneous cognitive radio networks. | Lin Chen, Kaigui Bian, Lin Chen, Cong Liu, Jung-Min "Jerry" Park, Xiaoming Li |
| 2014 | MOBIHOC | Heterogeneous multi-channel neighbor discovery formobile sensing applications: theoretical foundationand protocol design. | Lin Chen, Kaigui Bian, Meng Zheng |
| 2014 | SENSYS | VeLoc: finding your car in the parking lot. | Mingmin Zhao, Ruipeng Gao, Jiaxu Zhu, Tao Ye, Fan Ye, Yizhou Wang, Kaigui Bian, Guojie Luo, Ming Zhang |
| 2014 | SECON | Scalable opportunistic forwarding algorithms in delay tolerant networks using similarity hashing. | Cong Liu, Yan Pan, Ai Chen, Kaigui Bian, Jie Wu |
| 2013 | MOBICOM | On the cascading spectrum contention problem in self-coexistence of cognitive radio networks. | Lin Chen, Kaigui Bian, Lin Chen, Wei Yan, Xiaoming Li |
| 2013 | WCNC | Stable multiuser channel allocations in opportunistic spectrum access. | Li Huang, Guangxi Zhu, Xiaojiang Du, Kaigui Bian |
| 2012 | GLOBECOM | Efficient communications in Mobile Hybrid Wireless Networks. | Xueli Huang, Xiaojiang Du, Xiaoming Li, Kaigui Bian |
| 2011 | INFOCOM | Asynchronous channel hopping for establishing rendezvous in cognitive radio networks. | Kaigui Bian, Jung-Min Park |
| 2009 | ICCCN | A Coexistence-Aware Spectrum Sharing Protocol for 802.22 WRANs. | Kaigui Bian, Jung-Min Park |
| 2009 | MOBICOM | A quorum-based framework for establishing control channels in dynamic spectrum access networks. | Kaigui Bian, Jung-Min Park, Ruiliang Chen |
| 2008 | INFOCOM | Robust Distributed Spectrum Sensing in Cognitive Radio Networks. | Ruiliang Chen, Jung-Min Park, Kaigui Bian |
| 2006 | GLOBECOM | Stasis Trap: Cross-Layer Stealthy Attacks in Wireless Ad Hoc Networks. | Kaigui Bian, Jung-Min Park, Ruiliang Chen |