| 2026 | ACL | Beyond Length Scaling: Synergizing Breadth and Depth for Generative Reward Models. | Qiyuan Zhang, Yufei Wang, Tianhe Wu, Can Xu, Qingfeng Sun, Kai Zheng, Xue Liu, Chen Ma |
| 2026 | ACL | RubricBench: Aligning Model-Generated Rubrics with Human Standards. | Junyi Zhou, Qiyuan Zhang, Yufei Wang, Fuyuan Lyu, Yidong Ming, Can Xu, Qingfeng Sun, Kai Zheng, Peng Kang, Xue Liu, Chen Ma |
| 2026 | AIME | AI-Informed 30-Day MACE Risk Predictions in ED Arrivals. | Ben J. Gross, M. D. Radha Patel, Kai Zheng, Shamim Nemati, Mattheus Ramsis |
| 2026 | ICDE | Balancing Competition for Fairness-Aware Task Recommendation and Assignment in Spatial Crowdsourcing. | Jinwen Chen, Hao Miao, Lei Jia, Guangqiang Yin, Yan Zhao, Kai Zheng |
| 2026 | ICDE | Energy-Efficient Autonomous Driving With Adaptive Perception and Robust Decision. | Yuyang Xia, Zibo Liang, Liwei Deng, Yan Zhao, Han Su, Kai Zheng |
| 2026 | ICDE | Data-Segmentation Prompt Based Continual Learning Framework for Online Spatio-Temporal Prediction. | Banglie Yang, Liwei Deng, Cheng Dai, Kai Zheng |
| 2026 | WWW | VisionST: Coordinating Cross-modal Traffic Prediction with Interactive Geo-image Encoding. | Jinwen Chen, Hao Miao, Chenxi Liu, Yan Zhao, Kai Zheng |
| 2026 | WWW | Efficient High-Dimensional Time Series Forecasting with Transformers: A Channel Reordering Perspective. | Yuchen Fang, Shiyu Wang, Yuxuan Liang, Zhou Ye, Yang Xiang, Yan Zhao, Kai Zheng |
| 2026 | WWW | CardRewriter: Leveraging Knowledge Cards for Long-Tail Query Rewriting on Short-Video Platforms. | Peiyuan Gong, Feiran Zhu, Yaqi Yin, Chenglei Dai, Chao Zhang, Kai Zheng, Wentian Bao, Jiaxin Mao, Yi Zhang |
| 2026 | WWW | Evolving Proxy Kills Drift: Data-Efficient Streaming Time Series Anomaly Detection. | Qing Wei, Hao Miao, Yan Zhao, Kai Zheng, Bin Yang, Volker Markl, Christian S. Jensen |
| 2025 | AAAI | Trigger3: Refining Query Correction via Adaptive Model Selector. | Kepu Zhang, Zhongxiang Sun, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Yang Song, Jun Xu |
| 2025 | CIKM | The International Workshop on Spatio-Temporal Data Intelligence and Foundation Models. | Hao Miao, Yan Zhao, Yuxuan Liang, Bin Yang, Kai Zheng, Christian S. Jensen |
| 2025 | CIKM | Enhancing Multi-Behavior Sequential Recommenders with Behavior-Aware Regularization. | Yongfu Fan, Jin Chen, Yangzixuan Jiao, Ximu Zeng, Liwei Deng, Kai Zheng |
| 2025 | CIKM | Traffic Safety Evaluation Based on Macroscopic Traffic Features in Road Tunnels. | Yupu Zhang, Lei Jia, Hao Miao, Weizhu Qian, Yan Zhao, Kai Zheng |
| 2025 | DASFAA | OmniQO: An Adaptive Framework for Integrating ML and Traditional Query Optimizers. | Junming Chen, Xu Chen, Zibo Liang, Jianbin Qin, Yan Zhao, Kai Zheng |
| 2025 | GLOBECOM | Joint Channel Estimation and Data Detection for AFDM With Superimposed Pilots. | Kai Zheng, Miaowen Wen, Tianqi Mao, Lixia Xiao, Yanqun Tang, Abed Doosti-Aref |
| 2025 | ICDE | DATA-WA: Demand-Based Adaptive Task Assignment with Dynamic Worker Availability Windows. | Jinwen Chen, Jiannan Guo, Dazhuo Qiu, Yawen Li, Guanhua Ye, Yan Zhao, Kai Zheng |
| 2025 | ICDE | Exact and Efficient Similar Subtrajectory Search: Integrating Constraints and Simplification. | Liwei Deng, Fei Wang, Tianfu Wang, Yan Zhao, Yuyang Xia, Kai Zheng |
| 2025 | ICDE | Federated Trajectory Similarity Learning with Privacy-Preserving Clustering. | Hao Miao, Ziqiao Liu, Yan Zhao, Kai Zheng, Yupu Zhang, Christian S. Jensen |
| 2025 | ICDE | Optimizing Multi-Center Collaboration for Task Assignment in Spatial Crowdsourcing. | Ximu Zeng, Jianxing Lin, Liwei Deng, Yuchen Fang, Yan Zhao, Kai Zheng |
| 2025 | ICLR | Making Transformer Decoders Better Differentiable Indexers. | Wuchao Li, Kai Zheng, Defu Lian, Qi Liu, Wentian Bao, Yunen Yu, Yang Song, Han Li, Kun Gai |
| 2025 | ICLR | RecFlow: An Industrial Full Flow Recommendation Dataset. | Qi Liu, Kai Zheng, Rui Huang, Wuchao Li, Kuo Cai, Yuan Chai, Yanan Niu, Yiqun Hui, Bing Han, Na Mou, Hongning Wang, Wentian Bao, Yunen Yu, Guorui Zhou, Han Li, Yang Song, Defu Lian, Kun Gai |
| 2025 | ICLR | ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability. | Zhongxiang Sun, Xiaoxue Zang, Kai Zheng, Jun Xu, Xiao Zhang, Weijie Yu, Yang Song, Han Li |
| 2025 | ICML | NEAR: Neural Electromagnetic Array Response. | Yinyan Bu, Jiajie Yu, Kai Zheng, Xinyu Zhang, Piya Pal |
| 2025 | KDD | Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective. | Yuchen Fang, Yuxuan Liang, Bo Hui, Zezhi Shao, Liwei Deng, Xu Liu, Xinke Jiang, Kai Zheng |
| 2025 | RecSys | GenSAR: Unifying Balanced Search and Recommendation with Generative Retrieval. | Teng Shi, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Yang Song, Enyun Yu |
| 2025 | SMC | Enhancing Small Object Detection in Aerial Images via Transformer Scaling and Dynamic Fusion. | Kai Zheng, Jintao Li, Weixuan Liu, Shui Yu, Yun Li |
| 2025 | WWW | LargePiG for Hallucination-Free Query Generation: Your Large Language Model is Secretly a Pointer Generator. | Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu |
| 2025 | WWW | On-device Content-based Recommendation with Single-shot Embedding Pruning: A Cooperative Game Perspective. | Hung Vinh Tran, Tong Chen, Guanhua Ye, Quoc Viet Hung Nguyen, Kai Zheng, Hongzhi Yin |
| 2025 | WWW | LIRA: A Learning-based Query-aware Partition Framework for Large-scale ANN Search. | Ximu Zeng, Liwei Deng, Penghao Chen, Xu Chen, Han Su, Kai Zheng |
| 2024 | ACL | Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction. | Haoqiu Yan, Yongxin Zhu, Kai Zheng, Bing Liu, Haoyu Cao, Deqiang Jiang, Linli Xu |
| 2024 | CIKM | Towards Online and Safe Configuration Tuning with Semi-supervised Anomaly Detection. | Haitian Chen, Xu Chen, Zibo Liang, Xiushi Feng, Jiandong Xie, Han Su, Kai Zheng |
| 2024 | CIKM | TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou. | Zihua Si, Lin Guan, Zhongxiang Sun, Xiaoxue Zang, Jing Lu, Yiqun Hui, Xingchao Cao, Zeyu Yang, Yichen Zheng, Dewei Leng, Kai Zheng, Chenbin Zhang, Yanan Niu, Yang Song, Kun Gai |
| 2024 | CIKM | Large Language Models Enhanced Collaborative Filtering. | Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu |
| 2024 | CIKM | A Cause-Focused Query Optimizer Alert System. | Runfan Ye, Zibo Liang, Xu Chen, Shuncheng Liu, Kai Zheng |
| 2024 | CVPR | Block Selective Reprogramming for On-device Training of Vision Transformers. | Sreetama Sarkar, Souvik Kundu, Kai Zheng, Peter A. Beerel |
| 2024 | DASFAA | IntFair:Graph Neural Networks for Fair Recommendations with Interest Awareness. | Weiyang Guo, Yue Cui, Kai Zheng |
| 2024 | DASFAA | Imitation Learning Decision with Driving Style Tuning for Personalized Autonomous Driving. | Rui Hu, Yuze Wang, Ximu Zeng, Shuncheng Liu, Quanlin Yu, Peicong Wu, Zhengzhuo Zhang, Han Su, Kai Zheng |
| 2024 | DASFAA | FAITH: A Fast, Accurate, and Lightweight Database-Agnostic Learned Cost Model. | Waner Li, Xu Chen, Zibo Liang, Runfan Ye, Ruyi Lai, Siying Yue, Qinyuan Su, Kai Zheng, Han Su, Shaozhi Wu |
| 2024 | DASFAA | An Efficient SVM-Based Method for Client Access Permission Distribution in Federated Learning. | Xuanran Yu, Yue Cui, Kai Zheng |
| 2024 | DASFAA | MODUS: An Impact-Aware Decision Framework with Adaptive Fusion for Connected Autonomous Vehicles. | Quanlin Yu, Yuyang Xia, Shuncheng Liu, Weijie Lian, Rui Hu, Zhengzhuo Zhang, Shaozhi Wu, Kai Zheng, Han Su |
| 2024 | ICDE | A Unified Replay-Based Continuous Learning Framework for Spatio-Temporal Prediction on Streaming Data. | Hao Miao, Yan Zhao, Chenjuan Guo, Bin Yang, Kai Zheng, Feiteng Huang, Jiandong Xie, Christian S. Jensen |
| 2024 | ICDE | Learning to Hash for Trajectory Similarity Computation and Search. | Liwei Deng, Yan Zhao, Jin Chen, Shuncheng Liu, Yuyang Xia, Kai Zheng |
| 2024 | ICDE | Task Recommendation in Spatial Crowdsourcing: A Trade-Off Between Diversity and Coverage. | Liwei Deng, Yan Zhao, Yue Cui, Yuyang Xia, Jin Chen, Kai Zheng |
| 2024 | ICDE | Temporal-Frequency Masked Autoencoders for Time Series Anomaly Detection. | Yuchen Fang, Jiandong Xie, Yan Zhao, Lu Chen, Yunjun Gao, Kai Zheng |
| 2024 | ICDE | Graph Condensation for Inductive Node Representation Learning. | Xinyi Gao, Tong Chen, Yilong Zang, Wentao Zhang, Quoc Viet Hung Nguyen, Kai Zheng, Hongzhi Yin |
| 2024 | ICDE | Real-Time Trajectory Synthesis with Local Differential Privacy. | Yujia Hu, Yuntao Du, Zhikun Zhang, Ziquan Fang, Lu Chen, Kai Zheng, Yunjun Gao |
| 2024 | ICDE | DACE: A Database-Agnostic Cost Estimator. | Zibo Liang, Xu Chen, Yuyang Xia, Runfan Ye, Haitian Chen, Jiandong Xie, Kai Zheng |
| 2024 | ICDE | LightTR: A Lightweight Framework for Federated Trajectory Recovery. | Ziqiao Liu, Hao Miao, Yan Zhao, Chenxi Liu, Kai Zheng, Huan Li |
| 2024 | ICDE | Incorporating Dynamic Temperature Estimation into Contrastive Learning on Graphs. | Ziyang Liu, Chaokun Wang, Liqun Yang, Yunkai Lou, Hao Feng, Cheng Wu, Kai Zheng, Yang Song |
| 2024 | ICDE | Parameterized Decision-Making with Multi-Modality Perception for Autonomous Driving. | Yuyang Xia, Shuncheng Liu, Quanlin Yu, Liwei Deng, You Zhang, Han Su, Kai Zheng |
| 2024 | ICDE | Adaptive Hypergraph Network for Trust Prediction. | Rongwei Xu, Guanfeng Liu, Yan Wang, Xuyun Zhang, Kai Zheng, Xiaofang Zhou |
| 2024 | ICDE | FedCTQ: A Federated-Based Framework for Accurate and Efficient Contact Tracing Query. | Zhihao Zeng, Ziquan Fang, Lu Chen, Yunjun Gao, Kai Zheng, Gang Chen |
| 2024 | ICLR | WizardLM: Empowering Large Pre-Trained Language Models to Follow Complex Instructions. | Can Xu, Qingfeng Sun, Kai Zheng, Xiubo Geng, Pu Zhao, Jiazhan Feng, Chongyang Tao, Qingwei Lin, Daxin Jiang |
| 2024 | Mobisys | Enhancing mmWave Radar Sensing Using a Phased-MIMO Architecture. | Kai Zheng, Wuqiong Zhao, Timothy Woodford, Renjie Zhao, Xinyu Zhang, Yingbo Hua |
| 2024 | PAKDD | Enhanced Graph Neural Network for Session-Based Recommendation with Static and Dynamic Information. | Yongxin Chao, Kai Zheng |
| 2024 | WWW | Physical Trajectory Inference Attack and Defense in Decentralized POI Recommendation. | Jing Long, Tong Chen, Guanhua Ye, Kai Zheng, Quoc Viet Hung Nguyen, Hongzhi Yin |
| 2024 | WWW | Full Stage Learning to Rank: A Unified Framework for Multi-Stage Systems. | Kai Zheng, Haijun Zhao, Rui Huang, Beichuan Zhang, Na Mou, Yanan Niu, Yang Song, Hongning Wang, Kun Gai |
| 2023 | ACL | Adversarial Knowledge Stimulated Contrastive Prompting for Few-shot Language Learners. | Kai Zheng, Qingfeng Sun, Yaming Yang, Tengchao Lv, Yeyong Pi, Changlin Zhao, Fei Xu, Qi Zhang |
| 2023 | CIKM | Batch-Mix Negative Sampling for Learning Recommendation Retrievers. | Yongfu Fan, Jin Chen, Yongquan Jiang, Defu Lian, Fangda Guo, Kai Zheng |
| 2023 | CIKM | Cross-Scenario Maneuver Decision with Adaptive Perception for Autonomous Driving. | Yuan Fu, Shuncheng Liu, Yuyang Xia, Fangda Guo, Kai Zheng |
| 2023 | CIKM | Target-Oriented Maneuver Decision for Autonomous Vehicle: A Rule-Aided Reinforcement Learning Framework. | Ximu Zeng, Quanlin Yu, Shuncheng Liu, Yuyang Xia, Han Su, Kai Zheng |
| 2023 | CIKM | Personalized Location-Preference Learning for Federated Task Assignment in Spatial Crowdsourcing. | Xiaolong Zhong, Hao Miao, Dazhuo Qiu, Yan Zhao, Kai Zheng |
| 2023 | DASFAA | Fusing Local and Global Mobility Patterns for Trajectory Recovery. | Liwei Deng, Yan Zhao, Hao Sun, Changjie Yang, Jiandong Xie, Kai Zheng |
| 2023 | DASFAA | Learned Bloom Filter for Multi-key Membership Testing. | Yunchuan Li, Ziwei Wang, Ruixin Yang, Yan Zhao, Rui Zhou, Kai Zheng |
| 2023 | DASFAA | SMART: A Decision-Making Framework with Multi-modality Fusion for Autonomous Driving Based on Reinforcement Learning. | Yuyang Xia, Shuncheng Liu, Rui Hu, Quanlin Yu, Xiushi Feng, Kai Zheng, Han Su |
| 2023 | DASFAA | SimiDTR: Deep Trajectory Recovery with Enhanced Trajectory Similarity. | Yupu Zhang, Liwei Deng, Yan Zhao, Jin Chen, Jiandong Xie, Kai Zheng |
| 2023 | ICDE | Impact-aware Maneuver Decision with Enhanced Perception for Autonomous Vehicle. | Shuncheng Liu, Yuyang Xia, Xu Chen, Jiandong Xie, Han Su, Kai Zheng |
| 2023 | ICDE | Modeling Spatial Trajectories with Attribute Representation Learning (Extended Abstract). | Meng Chen, Yan Zhao, Yang Liu, Xiaohui Yu, Kai Zheng |
| 2023 | ICDE | ROI-demand Traffic Prediction: A Pre-train, Query and Fine-tune Framework. | Yue Cui, Shuhao Li, Wenjin Deng, Zhaokun Zhang, Jing Zhao, Kai Zheng, Xiaofang Zhou |
| 2023 | ICDE | Uncertainty Quantification for Traffic Forecasting: A Unified Approach. | Weizhu Qian, Dalin Zhang, Yan Zhao, Kai Zheng, James J. Q. Yu |
| 2023 | ICDE | Modeling Product's Visual and Functional Characteristics for Recommender Systems (Extended Abstract). | Bin Wu, Xiangnan He, Yu Chen, Liqiang Nie, Kai Zheng, Yangdong Ye |
| 2023 | ICDE | Instant Representation Learning for Recommendation over Large Dynamic Graphs. | Cheng Wu, Chaokun Wang, Jingcao Xu, Ziwei Fang, Tiankai Gu, Changping Wang, Yang Song, Kai Zheng, Xiaowei Wang, Guorui Zhou |
| 2023 | ICDM | Continual Trajectory Prediction with Uncertainty-Aware Generative Memory Replay. | Xiushi Feng, Shuncheng Liu, Haitian Chen, Kai Zheng |
| 2023 | ICDM | Efficient Cardinality and Cost Estimation with Bidirectional Compressor-based Ensemble Learning. | Zibo Liang, Xu Chen, Yan Zhao, Jiandong Xie, Kai Zeng, Kai Zheng |
| 2023 | ICDM | To Predict or to Reject: Causal Effect Estimation with Uncertainty on Networked Data. | Hechuan Wen, Tong Chen, Li Kheng Chai, Shazia Sadiq, Kai Zheng, Hongzhi Yin |
| 2023 | INFOCOM | On Design and Performance of Offline Finding Network. | Tong Li, Jiaxin Liang, Yukuan Ding, Kai Zheng, Xu Zhang, Ke Xu |
| 2023 | KDD | Graph Contrastive Learning with Generative Adversarial Network. | Cheng Wu, Chaokun Wang, Jingcao Xu, Ziyang Liu, Kai Zheng, Xiaowei Wang, Yang Song, Kun Gai |
| 2023 | MOBICOM | UniScatter: a Metamaterial Backscatter Tag for Wideband Joint Communication and Radar Sensing. | Kun Qian, Lulu Yao, Kai Zheng, Xinyu Zhang, Tse Nga Tina Ng |
| 2023 | MOBICOM | Experience: A Three-Year Retrospective of Large-scale Multipath Transport Deployment for Mobile Applications. | Chengke Wang, Hao Wang, Feng Qian, Kai Zheng, Chenglu Wang, Fangzhu Mao, Xingmin Guo, Chenren Xu |
| 2023 | NSDI | SlimWiFi: Ultra-Low-Power IoT Radio Architecture Enabled by Asymmetric Communication. | Renjie Zhao, Kejia Wang, Kai Zheng, Xinyu Zhang, Vincent Leung |
| 2023 | WWW | Controllable Universal Fair Representation Learning. | Yue Cui, Chen Ma, Kai Zheng, Lei Chen, Xiaofang Zhou |
| 2022 | AAAI | Boosting Contrastive Learning with Relation Knowledge Distillation. | Kai Zheng, Yuanjiang Wang, Ye Yuan |
| 2022 | ACL | Multimodal Dialogue Response Generation. | Qingfeng Sun, Yujing Wang, Can Xu, Kai Zheng, Yaming Yang, Huang Hu, Fei Xu, Jessica Zhang, Xiubo Geng, Daxin Jiang |
| 2022 | AMIA | Public Opinions toward COVID-19 Vaccine Mandates: A Machine Learning-based Analysis of U.S. Tweets. | Yawen Guo, Jun Zhu, Yicong Huang, Lu He, Changyang He, Chen Li, Kai Zheng |
| 2022 | AMIA | Design, Implementation, and Usability of the Electronic Medical Record Search Engine (EMERSE) Tool. | Colby N. Reyes, Kai Zheng, David Hanauer |
| 2022 | AMIA | Investigating the Interoperable Health App Ecosystem at the Start of the 21st Century Cures Act. | Tera L. Reynolds, Meghna Kaligotla, Kai Zheng |
| 2022 | AMIA | Automatic speech recognition performance for digital scribes: a performance comparison between general-purpose and specialized models tuned for patient-clinician conversations. | Brian D. Tran, Ming Tai-Seale, Ramya Mangu, Jennifer Lafata, Kai Zheng |
| 2022 | APWEB | Task Assignment with Spatio-temporal Recommendation in Spatial Crowdsourcing. | Chen Zhu, Yue Cui, Yan Zhao, Kai Zheng |
| 2022 | CIKM | Efficient Learning with Pseudo Labels for Query Cost Estimation. | Shuncheng Liu, Xu Chen, Yan Zhao, Jin Chen, Rui Zhou, Kai Zheng |
| 2022 | CIKM | HeGA: Heterogeneous Graph Aggregation Network for Trajectory Prediction in High-Density Traffic. | Shuncheng Liu, Xu Chen, Ziniu Wu, Liwei Deng, Han Su, Kai Zheng |
| 2022 | CIKM | Task Publication Time Recommendation in Spatial Crowdsourcing. | Xuanlei Chen, Yan Zhao, Kai Zheng |
| 2022 | CIKM | Efficient Trajectory Similarity Computation with Contrastive Learning. | Liwei Deng, Yan Zhao, Zidan Fu, Hao Sun, Shuncheng Liu, Kai Zheng |
| 2022 | CIKM | Loyalty-based Task Assignment in Spatial Crowdsourcing. | Tinghao Lai, Yan Zhao, Weizhu Qian, Kai Zheng |
| 2022 | CIKM | Task Assignment with Federated Preference Learning in Spatial Crowdsourcing. | Jiaxin Liu, Liwei Deng, Hao Miao, Yan Zhao, Kai Zheng |
| 2022 | CIKM | RISE: A Velocity Control Framework with Minimal Impacts based on Reinforcement Learning. | Yuyang Xia, Shuncheng Liu, Xu Chen, Zhi Xu, Kai Zheng, Han Su |
| 2022 | CIKM | MARINA: An MLP-Attention Model for Multivariate Time-Series Analysis. | Jiandong Xie, Yue Cui, Feiteng Huang, Chao Liu, Kai Zheng |
| 2022 | EMNLP | Knowledge Stimulated Contrastive Prompting for Low-Resource Stance Detection. | Kai Zheng, Qingfeng Sun, Yaming Yang, Fei Xu |
| 2022 | GLOBECOM | Distributed Routing Controller for Large-scale Live Video Streams in Real-Time Networks. | Rui Li, Jessie Hui Wang, Chao Xu, Tao Yu, Jilong Wang, Hao Wu, Kai Zheng |
| 2022 | ICDE | Influence-aware Task Assignment in Spatial Crowdsourcing. | Xuanhao Chen, Yan Zhao, Kai Zheng, Bin Yang, Christian S. Jensen |
| 2022 | ICDE | Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection. | Tung Kieu, Bin Yang, Chenjuan Guo, Christian S. Jensen, Yan Zhao, Feiteng Huang, Kai Zheng |
| 2022 | ICDE | Detecting Loaded Trajectories for Hazardous Chemicals Transportation. | Shuncheng Liu, Zhi Xu, Huimin Ren, Tianfu He, Boyang Han, Jie Bao, Kai Zheng, Yu Zheng |
| 2022 | ICNP | ComboTE: Scalable Mixed-link based Traffic Engineering for Hybrid WANs. | Xincai Fei, Yonggang Chen, Hao Wu, Shuihai Hu, Kai Zheng, Kun Tan |
| 2022 | ICNP | PAINT: Path Aware Iterative Network Tomography for Link Metric Inference. | Leyang Xue, Mahesh K. Marina, Geng Li, Kai Zheng |
| 2022 | ICNP | To Punctuality and Beyond: Meeting Application Deadlines with DTP. | Jie Zhang, Hang Shi, Yong Cui, Feng Qian, Wei Wang, Kai Zheng, Jianping Wu |
| 2022 | ICONIP | Using Transformer Towards Cross-Hops Question Answering. | Yang Zhou, Chenjiao Zhi, Kai Zheng |
| 2022 | IJCAI | MetaER-TTE: An Adaptive Meta-learning Model for En Route Travel Time Estimation. | Yu Fan, Jiajie Xu, Rui Zhou, Jianxin Li, Kai Zheng, Lu Chen, Chengfei Liu |
| 2022 | INFOCOM | VSiM: Improving QoE Fairness for Video Streaming in Mobile Environments. | Yali Yuan, Weijun Wang, Yuhan Wang, Sripriya Srikant Adhatarao, Bangbang Ren, Kai Zheng, Xiaoming Fu |
| 2022 | INFOCOM | Muses: Enabling Lightweight Learning-Based Congestion Control for Mobile Devices. | Zhiren Zhong, Wei Wang, Yiyang Shao, Zhenyu Li, Heng Pan, Hongtao Guan, Gareth Tyson, Gaogang Xie, Kai Zheng |
| 2022 | KDD | Efficient Join Order Selection Learning with Graph-based Representation. | Jin Chen, Guanyu Ye, Yan Zhao, Shuncheng Liu, Liwei Deng, Xu Chen, Rui Zhou, Kai Zheng |
| 2022 | KDD | MetaPTP: An Adaptive Meta-optimized Model for Personalized Spatial Trajectory Prediction. | Yuan Xu, Jiajie Xu, Jing Zhao, Kai Zheng, An Liu, Lei Zhao, Xiaofang Zhou |
| 2022 | MDM | CityCross: Transferring Attention-based Knowledge for Location-based Advertising Recommendation. | Dazhuo Qiu, Yihao Wang, Yan Zhao, Liwei Deng, Kai Zheng |
| 2022 | WWW | Outlier Detection for Streaming Task Assignment in Crowdsourcing. | Yan Zhao, Xuanhao Chen, Liwei Deng, Tung Kieu, Chenjuan Guo, Bin Yang, Kai Zheng, Christian S. Jensen |
| 2022 | WWW | Learning Recommenders for Implicit Feedback with Importance Resampling. | Jin Chen, Defu Lian, Binbin Jin, Kai Zheng, Enhong Chen |
| 2022 | WWW | Fast Variational AutoEncoder with Inverted Multi-Index for Collaborative Filtering. | Jin Chen, Defu Lian, Binbin Jin, Xu Huang, Kai Zheng, Enhong Chen |
| 2021 | AAAI | Efficient Optimal Selection for Composited Advertising Creatives with Tree Structure. | Jin Chen, Tiezheng Ge, Gangwei Jiang, Zhiqiang Zhang, Defu Lian, Kai Zheng |
| 2021 | AMIA | Are Smartphone-based Interconnected Personal Health Records Achieving Their Promise? | Tera L. Reynolds, Meghna Kaligotla, Kai Zheng |
| 2021 | CIKM | Historical Inertia: A Neglected but Powerful Baseline for Long Sequence Time-series Forecasting. | Yue Cui, Jiandong Xie, Kai Zheng |
| 2021 | CIKM | Into the Unobservables: A Multi-range Encoder-decoder Framework for COVID-19 Prediction. | Yue Cui, Chen Zhu, Guanyu Ye, Ziwei Wang, Kai Zheng |
| 2021 | CIKM | PeriodicMove: Shift-aware Human Mobility Recovery with Graph Neural Network. | Hao Sun, Changjie Yang, Liwei Deng, Fan Zhou, Feiteng Huang, Kai Zheng |
| 2021 | CIKM | Task Assignment with Worker Churn Prediction in Spatial Crowdsourcing. | Ziwei Wang, Yan Zhao, Xuanhao Chen, Kai Zheng |
| 2021 | CIKM | PATROL: A Velocity Control Framework for Autonomous Vehicle via Spatial-Temporal Reinforcement Learning. | Zhi Xu, Shuncheng Liu, Ziniu Wu, Xu Chen, Kai Zeng, Kai Zheng, Han Su |
| 2021 | CIKM | Task Allocation with Geographic Partition in Spatial Crowdsourcing. | Guanyu Ye, Yan Zhao, Xuanhao Chen, Kai Zheng |
| 2021 | DASFAA | SCSG Attention: A Self-centered Star Graph with Attention for Pedestrian Trajectory Prediction. | Xu Chen, Shuncheng Liu, Zhi Xu, Yupeng Diao, Shaozhi Wu, Kai Zheng, Han Su |
| 2021 | DASFAA | HIFI: Anomaly Detection for Multivariate Time Series with High-order Feature Interactions. | Liwei Deng, Xuanhao Chen, Yan Zhao, Kai Zheng |
| 2021 | DASFAA | Personalized Dynamic Knowledge-Aware Recommendation with Hybrid Explanations. | Hao Sun, Zijian Wu, Yue Cui, Liwei Deng, Yan Zhao, Kai Zheng |
| 2021 | ICDE | DAEMON: Unsupervised Anomaly Detection and Interpretation for Multivariate Time Series. | Xuanhao Chen, Liwei Deng, Feiteng Huang, Chengwei Zhang, Zongquan Zhang, Yan Zhao, Kai Zheng |
| 2021 | ICDE | DDHH: A Decentralized Deep Learning Framework for Large-scale Heterogeneous Networks. | Mubashir Imran, Hongzhi Yin, Tong Chen, Zi Huang, Xiangliang Zhang, Kai Zheng |
| 2021 | ICDE | Coalition-based Task Assignment in Spatial Crowdsourcing. | Yan Zhao, Jiannan Guo, Xuanhao Chen, Jianye Hao, Xiaofang Zhou, Kai Zheng |
| 2021 | ICDE | Fairness-aware Task Assignment in Spatial Crowdsourcing: Game-Theoretic Approaches. | Yan Zhao, Kai Zheng, Jiannan Guo, Bin Yang, Torben Bach Pedersen, Christian S. Jensen |
| 2021 | ICDM | Preference-aware Group Task Assignment in Spatial Crowdsourcing: A Mutual Information-based Approach. | Yunchuan Li, Yan Zhao, Kai Zheng |
| 2021 | ICNP | R-AQM: Reverse ACK Active Queue Management in Multi-tenant Data Centers. | Xinle Du, Tong Li, Lei Xu, Kai Zheng, Meng Shen, Bo Wu, Ke Xu |
| 2021 | ICNP | Poster: EasyTrans: Enable Fast Iteration of Transport Protocol. | Jie Zhang, Chuan Ma, Wei Wang, Kai Zheng, Yong Cui |
| 2021 | IJCAI | MFNP: A Meta-optimized Model for Few-shot Next POI Recommendation. | Huimin Sun, Jiajie Xu, Kai Zheng, Pengpeng Zhao, Pingfu Chao, Xiaofang Zhou |
| 2021 | KDD | Lane Change Scheduling for Autonomous Vehicle: A Prediction-and-Search Framework. | Shuncheng Liu, Han Su, Yan Zhao, Kai Zeng, Kai Zheng |
| 2021 | WCNC | LDoS Attack Detection Based on ASNNC-OFA Algorithm. | Xinmeng Li, Kai Zheng, Dan Tang, Zheng Qin, Zhiqing Zheng, Shihan Zhang |
| 2021 | WWW | Automated Creative Optimization for E-Commerce Advertising. | Jin Chen, Ju Xu, Gangwei Jiang, Tiezheng Ge, Zhiqiang Zhang, Defu Lian, Kai Zheng |
| 2020 | AMIA | What Do Patients Care About? Mining Fine-grained Patient Concerns from Online Physician Reviews Through Computer-Assisted Multi-level Qualitative Analysis. | Lu He, Changyang He, Yue Wang, Zhaoxian Hu, Kai Zheng, Yunan Chen |
| 2020 | AMIA | What Do Patients and Caregivers Want? A Systematic Review of User Suggestions to Improve Patient Portals. | Tera L. Reynolds, Nida Ali, Kai Zheng |
| 2020 | AMIA | Analyzing Description, User Understanding and Expectations of AI in Mobile Health Applications. | Zhaoyuan Su, Mayara Costa Figueiredo, Jueun Jo, Kai Zheng, Yunan Chen |
| 2020 | CIKM | Multi-modal Knowledge Graphs for Recommender Systems. | Rui Sun, Xuezhi Cao, Yan Zhao, Junchen Wan, Kun Zhou, Fuzheng Zhang, Zhongyuan Wang, Kai Zheng |
| 2020 | DASFAA | Intention-Based Destination Recommendation in Navigation Systems. | Shuncheng Liu, Guanglin Cong, Bolong Zheng, Yan Zhao, Kai Zheng, Han Su |
| 2020 | DASFAA | Group Task Assignment with Social Impact-Based Preference in Spatial Crowdsourcing. | Xiang Li, Yan Zhao, Jiannan Guo, Kai Zheng |
| 2020 | DASFAA | DeepQT : Learning Sequential Context for Query Execution Time Prediction. | Jingxiong Ni, Yan Zhao, Kai Zeng, Han Su, Kai Zheng |
| 2020 | ICDE | Predictive Task Assignment in Spatial Crowdsourcing: A Data-driven Approach. | Yan Zhao, Kai Zheng, Yue Cui, Han Su, Feida Zhu, Xiaofang Zhou |
| 2020 | ICDE | Online Trichromatic Pickup and Delivery Scheduling in Spatial Crowdsourcing. | Bolong Zheng, Chenze Huang, Christian S. Jensen, Lu Chen, Nguyen Quoc Viet Hung, Guanfeng Liu, GuoHui Li, Kai Zheng |
| 2020 | ICML | (Locally) Differentially Private Combinatorial Semi-Bandits. | Xiaoyu Chen, Kai Zheng, Zixin Zhou, Yunchang Yang, Wei Chen, Liwei Wang |
| 2020 | ICML | On Layer Normalization in the Transformer Architecture. | Ruibin Xiong, Yunchang Yang, Di He, Kai Zheng, Shuxin Zheng, Chen Xing, Huishuai Zhang, Yanyan Lan, Liwei Wang, Tie-Yan Liu |
| 2020 | IJCAI | Discovering Subsequence Patterns for Next POI Recommendation. | Kangzhi Zhao, Yong Zhang, Hongzhi Yin, Jin Wang, Kai Zheng, Xiaofang Zhou, Chunxiao Xing |
| 2020 | IJCAI | Bilinear Graph Neural Network with Neighbor Interactions. | Hongmin Zhu, Fuli Feng, Xiangnan He, Xiang Wang, Yan Li, Kai Zheng, Yongdong Zhang |
| 2020 | IECON | An Air Balancing Method Using Artificial Neural Networks for the Ventilation System. | Kai Zheng, Mingwen Li, Tao Zhang, Xin Zhang, Wenjian Cai, Gang Jing |
| 2020 | MOBICOM | Calibrating a 4-channel Fully-Digital 60 GHz SDR. | Aditya Dhananjay, Kai Zheng, Jaakko Haarla, Lorenzo Iotti, Marco Mezzavilla, Dennis E. Shasha, Sundeep Rangan |
| 2020 | MOBIHOC | Fully-digital beamforming demonstration with Pi-Radio mmWave SDR platform. | Aditya Dhananjay, Kai Zheng, Marco Mezzavilla, Dennis E. Shasha, Sundeep Rangan |
| 2019 | AAAI | Preference-Aware Task Assignment in Spatial Crowdsourcing. | Yan Zhao, Jinfu Xia, Guanfeng Liu, Han Su, Defu Lian, Shuo Shang, Kai Zheng |
| 2019 | AAAI | Improving One-Class Collaborative Filtering via Ranking-Based Implicit Regularizer. | Jin Chen, Defu Lian, Kai Zheng |
| 2019 | AAAI | Learning Transferable Self-Attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision. | Xiaoyu Zhang, Haichao Shi, Changsheng Li, Kai Zheng, Xiaobin Zhu, Lixin Duan |
| 2019 | AMIA | Migrating from One Comprehensive Commercial EHR to Another: Perceptions of Front-line Clinicians and Staff. | Tera L. Reynolds, Brian J. Clay, Scott Rudkin, Sara Beckham, Danielle Perret, Joshua Glandorf, Pat Patton, Chris Longhurst, Kai Zheng |
| 2019 | CHI | Development of a Checklist for the Prevention of Intradialytic Hypotension in Hemodialysis Care: Design Considerations Based on Activity Theory. | Pei-Yi Kuo, Rajiv Saran, Marissa Argentina, Michael Heung, Jennifer L. Bragg-Gresham, Dinesh Chatoth, Brenda W. Gillespie, Sarah L. Krein, Rebecca Wingard, Kai Zheng, Tiffany C. Veinot |
| 2019 | CIKM | Personalized Route Description Based On Historical Trajectories. | Han Su, Guanglin Cong, Wei Chen, Bolong Zheng, Kai Zheng |
| 2019 | DASFAA | Music Playlist Recommendation with Long Short-Term Memory. | Huiping Yang, Yan Zhao, Jinfu Xia, Bin Yao, Min Zhang, Kai Zheng |
| 2019 | DASFAA | Top-K Spatio-Topic Query on Social Media Data. | Lianming Zhou, Xuanhao Chen, Yan Zhao, Kai Zheng |
| 2019 | ICDE | Cluster-Based Subscription Matching for Geo-Textual Data Streams. | Lisi Chen, Shuo Shang, Kai Zheng, Panos Kalnis |
| 2019 | ICDE | AUC-MF: Point of Interest Recommendation with AUC Maximization. | Peng Han, Shuo Shang, Aixin Sun, Peilin Zhao, Kai Zheng, Panos Kalnis |
| 2019 | ICDE | PerRD: A System for Personalized Route Description. | Han Su, Guanglin Cong, Wei Chen, Qinyuan Su, Bolong Zheng, Kai Zheng |
| 2019 | ICDE | Social Influence-Based Group Representation Learning for Group Recommendation. | Hongzhi Yin, Qinyong Wang, Kai Zheng, Zhixu Li, Jiali Yang, Xiaofang Zhou |
| 2019 | ICDE | Answering Why-Not Group Spatial Keyword Queries (Extended Abstract). | Bolong Zheng, Kai Zheng, Christian S. Jensen, Nguyen Quoc Viet Hung, Han Su, GuoHui Li, Xiaofang Zhou |
| 2019 | ICDM | Reinforcement Learning Based Monte Carlo Tree Search for Temporal Path Discovery. | Pengfei Ding, Guanfeng Liu, Pengpeng Zhao, An Liu, Zhixu Li, Kai Zheng |
| 2019 | ICDM | DMFP: A Dynamic Multi-faceted Fine-Grained Preference Model for Recommendation. | Huizhao Wang, Guanfeng Liu, Yan Zhao, Bolong Zheng, Pengpeng Zhao, Kai Zheng |
| 2019 | IJCAI | DMRAN: A Hierarchical Fine-Grained Attention-Based Network for Recommendation. | Huizhao Wang, Guanfeng Liu, An Liu, Zhixu Li, Kai Zheng |
| 2019 | IJCAI | Profit-driven Task Assignment in Spatial Crowdsourcing. | Jinfu Xia, Yan Zhao, Guanfeng Liu, Jiajie Xu, Min Zhang, Kai Zheng |
| 2019 | IPCCC | Sphinx: A Transport Protocol for High-Speed and Lossy Mobile Networks. | Junfeng Li, Dan Li, Wenfei Wu, K. K. Ramakrishnan, Jinkun Geng, Fei Gui, Fanzhao Wang, Kai Zheng |
| 2019 | KDD | Hidden POI Ranking with Spatial Crowdsourcing. | Yue Cui, Liwei Deng, Yan Zhao, Bin Yao, Vincent W. Zheng, Kai Zheng |
| 2019 | KDD | Origin-Destination Matrix Prediction via Graph Convolution: a New Perspective of Passenger Demand Modeling. | Yuandong Wang, Hongzhi Yin, Hongxu Chen, Tianyu Wo, Jie Xu, Kai Zheng |
| 2019 | MOBICOM | MillimeTera: Toward A Large-Scale Open-Source mmWave and Terahertz Experimental Testbed. | Michele Polese, Francesco Restuccia, Abhimanyu Gosain, Josep Miquel Jornet, Shubhendu Bhardwaj, Viduneth Ariyarathna, Soumyajit Mandal, Kai Zheng, Aditya Dhananjay, Marco Mezzavilla, James F. Buckwalter, Mark J. W. Rodwell, Xin Wang, Michele Zorzi, Arjuna Madanayake, Tommaso Melodia |
| 2019 | NAACL | The Strength of the Weakest Supervision: Topic Classification Using Class Labels. | Jiatong Li, Kai Zheng, Hua Xu, Qiaozhu Mei, Yue Wang |
| 2018 | ACML | A Scalable Heterogeneous Parallel SOM Based on MPI/CUDA. | Yao Liu, Jun Sun, Qing Yao, Su Wang, Kai Zheng, Yan Liu |
| 2018 | AMIA | Recovery in My Lens: A Study on Stroke Vlogs. | Yu Chen, Kingsley Travis Abel, Steven C. Cramer, Kai Zheng, Yunan Chen |
| 2018 | AMIA | The Use of General Health Apps Among Users with Specific Conditions: Why College Women with Disordered Eating Adopt Food Diary Apps. | Elizabeth V. Eikey, Kayla M. Booth, Kai Zheng, Yunan Chen |
| 2018 | APWEB | Towards Privacy-Preserving Travel-Time-First Task Assignment in Spatial Crowdsourcing. | Jian Li, An Liu, Weiqi Wang, Zhixu Li, Guanfeng Liu, Lei Zhao, Kai Zheng |
| 2018 | APWEB | Location Prediction in Social Networks. | Rong Liu, Guanglin Cong, Bolong Zheng, Kai Zheng, Han Su |
| 2018 | APWEB | Predicting Passenger's Public Transportation Travel Route Using Smart Card Data. | Chen Yang, Wei Chen, Bolong Zheng, Tieke He, Kai Zheng, Han Su |
| 2018 | COLT | Generalization Bounds of SGLD for Non-convex Learning: Two Theoretical Viewpoints. | Wenlong Mou, Liwei Wang, Xiyu Zhai, Kai Zheng |
| 2018 | DASFAA | A Time-Aware Path-Based Publish/Subscribe Framework. | Mengdi Jia, Yan Zhao, Bolong Zheng, Guanfeng Liu, Kai Zheng |
| 2018 | DASFAA | Modeling Travel Behavior Similarity with Trajectory Embedding. | Wenyan Yang, Yan Zhao, Bolong Zheng, Guanfeng Liu, Kai Zheng |
| 2018 | DASFAA | Distributed In-Memory Analytics for Big Temporal Data. | Bin Yao, Wei Zhang, Zhi-Jie Wang, Zhongpu Chen, Shuo Shang, Kai Zheng, Minyi Guo |
| 2018 | ER | A Multi-Constrained Temporal Path Query System. | Jiuchao Shi, Guanfeng Liu, Anqi Zhao, An Liu, Zhixu Li, Kai Zheng |
| 2018 | ICDE | What-If Analysis with Conflicting Goals: Recommending Data Ranges for Exploration. | Quoc Viet Hung Nguyen, Kai Zheng, Matthias Weidlich, Bolong Zheng, Hongzhi Yin, Thanh Tam Nguyen, Bela Stantic |
| 2018 | ICDE | Discovering Expert Drivers from Trajectories. | Jiabao Sun, Jiajie Xu, Rui Zhou, Kai Zheng, Chengfei Liu |
| 2018 | ICDE | Efficient Clue-Based Route Search on Road Networks (Extended Abstract). | Bolong Zheng, Han Su, Wen Hua, Kai Zheng, Xiaofang Zhou, GuoHui Li |
| 2018 | IJCAI | LC-RNN: A Deep Learning Model for Traffic Speed Prediction. | Zhongjian Lv, Jiajie Xu, Kai Zheng, Hongzhi Yin, Pengpeng Zhao, Xiaofang Zhou |
| 2018 | INFOCOM | CORA: Conflict Razor for Policies in SDN. | Hao Li, Kaiyue Chen, Tian Pan, Yadong Zhou, Kun Qian, Kai Zheng, Bin Liu, Peng Zhang, Yazhe Tang, Chengchen Hu |
| 2018 | KDD | High-order Proximity Preserving Information Network Hashing. | Defu Lian, Kai Zheng, Vincent W. Zheng, Yong Ge, Longbing Cao, Ivor W. Tsang, Xing Xie |
| 2018 | KDD | REST: A Reference-based Framework for Spatio-temporal Trajectory Compression. | Yan Zhao, Shuo Shang, Yu Wang, Bolong Zheng, Quoc Viet Hung Nguyen, Kai Zheng |
| 2018 | Mobisys | FSO-VR: steerable free space optics link for virtual reality headsets. | Md. Shaifur Rahman, Kai Zheng, Himanshu Gupta |
| 2017 | AMIA | Mobile apps for mood tracking: an analysis of features and user reviews. | Clara Marques Caldeira, Yu Chen, Lesley Chan, Vivian Pham, Yunan Chen, Kai Zheng |
| 2017 | AMIA | Routine self-tracking of health: reasons, facilitating factors, and the potential impact on health management practices. | Mayara Costa Figueiredo, Clara Marques Caldeira, Yunan Chen, Kai Zheng |
| 2017 | AMIA | Understanding the Patterns of Health Information Dissemination on Social Media during the Zika Outbreak. | Xinning Gui, Yue Wang, Yubo Kou, Tera L. Reynolds, Yunan Chen, Qiaozhu Mei, Kai Zheng |
| 2017 | AMIA | Thinking Together: Modeling Clinical Decision-Support as a Sociotechnical System. | Mustafa I. Hussain, Tera L. Reynolds, Fatemeh E. Mousavi, Yunan Chen, Kai Zheng |
| 2017 | AMIA | A Spoonful of Structure Helps the Workload Go Down: Modeling Clinical Cognition in Inpatient Documentation Tools. | Mark V. Mai, Kai Zheng, Eric D. Shelov, Subha L. Airan-Javia, Evan W. Orenstein |
| 2017 | AMIA | Understanding Patient Questions about their Medical Records in an Online Health Forum: Opportunity for Patient Portal Design. | Tera L. Reynolds, Nida Ali, Emma McGregor, Tricia O'Brien, Christopher Longhurst, Andrew L. Rosenberg, Scott Rudkin, Kai Zheng |
| 2017 | AMIA | Interactive Medical Word Sense Disambiguation with Instance and Feature Labeling. | Yue Wang, Kai Zheng, Hua Xu, Qiaozhu Mei |
| 2017 | AMIA | Matching Consumer Health Vocabulary with Professional Medical Terms Through Concept Embedding. | Yue Wang, Jian Tang, V. G. Vinod Vydiswaran, Kai Zheng, Hua Xu, Qiaozhu Mei |
| 2017 | AMIA | Using EHR audit trail logs to analyze clinical workflow: A case study from community-based ambulatory clinics. | Danny T. Y. Wu, Nikolas Smart, Elizabeth Ciemins, Holly Jordan Lanham, Curt Lindberg, Kai Zheng |
| 2017 | APWEB | Privacy-Preserving Collaborative Web Services QoS Prediction via Differential Privacy. | Shushu Liu, An Liu, Zhixu Li, Guanfeng Liu, Jiajie Xu, Lei Zhao, Kai Zheng |
| 2017 | APWEB | A Novel Hybrid Friends Recommendation Framework for Twitter. | Yan Zhao, Jia Zhu, Mengdi Jia, Wenyan Yang, Kai Zheng |
| 2017 | CIKM | CNN-IETS: A CNN-based Probabilistic Approach for Information Extraction by Text Segmentation. | Meng Hu, Zhixu Li, Yongxin Shen, An Liu, Guanfeng Liu, Kai Zheng, Lei Zhao |
| 2017 | CIKM | Interactive Spatial Keyword Querying with Semantics. | Jiabao Sun, Jiajie Xu, Kai Zheng, Chengfei Liu |
| 2017 | CIKM | Destination-aware Task Assignment in Spatial Crowdsourcing. | Yan Zhao, Yang Li, Yu Wang, Han Su, Kai Zheng |
| 2017 | DASFAA | EtherQL: A Query Layer for Blockchain System. | Yang Li, Kai Zheng, Ying Yan, Qi Liu, Xiaofang Zhou |
| 2017 | ICDE | The Interaction Between Schema Matching and Record Matching in Data Integration (Extended Abstract). | Binbin Gu, Zhixu Li, Xiangliang Zhang, An Liu, Guanfeng Liu, Kai Zheng, Lei Zhao, Xiaofang Zhou |
| 2017 | ICDM | Exploiting Hierarchical Structures for POI Recommendation. | Pengpeng Zhao, Xiefeng Xu, Yanchi Liu, Ziting Zhou, Kai Zheng, Victor S. Sheng, Hui Xiong |
| 2017 | ICML | Collect at Once, Use Effectively: Making Non-interactive Locally Private Learning Possible. | Kai Zheng, Wenlong Mou, Liwei Wang |
| 2017 | ICNP | Wireless network instabilities in the wild: Prevalence, App (non)resilience, and OS remedy. | Zeqi Lai, Yong Cui, Yimin Jiang, Xiaomeng Chen, Y. Charlie Hu, Kun Tan, Minglong Dai, Kai Zheng |
| 2017 | IJCAI | Efficient Private ERM for Smooth Objectives. | Jiaqi Zhang, Kai Zheng, Wenlong Mou, Liwei Wang |
| 2017 | ICWS | Multi-Constrained Top-K Graph Pattern Matching in Contextual Social Graphs. | Qun Shi, Guanfeng Liu, Kai Zheng, An Liu, Zhixu Li, Lei Zhao, Xiaofang Zhou |
| 2017 | IWQoS | A measurement study on Skype voice and video calls in LTE networks on high speed rails. | Li Li, Ke Xu, Dan Wang, Chunyi Peng, Kai Zheng, Haiyang Wang, Rashid Mijumbi, Xiangxiang Wang |
| 2017 | KDD | Discrete Content-aware Matrix Factorization. | Defu Lian, Rui Liu, Yong Ge, Kai Zheng, Xing Xie, Longbing Cao |
| 2017 | KDD | End-to-end Learning for Short Text Expansion. | Jian Tang, Yue Wang, Kai Zheng, Qiaozhu Mei |
| 2017 | MOBICOM | FSONet: A Wireless Backhaul for Multi-Gigabit Picocells Using Steerable Free Space Optics. | Max Curran, Md. Shaifur Rahman, Himanshu Gupta, Kai Zheng, Jon P. Longtin, Samir R. Das, Thanvir Mohamed |
| 2017 | NSS | A Denial of Service Attack Method for IoT System in Photovoltaic Energy System. | Lulu Liang, Kai Zheng, Qiankun Sheng, Wei Wang, Rong Fu, Xin Huang |
| 2016 | AMIA | Analysis of Human Interactive Behavior for Improving Health IT Usability and Minimizing Patient Safety Risks. | Thomas George Kannampallil, Kai Zheng, Vimla L. Patel |
| 2016 | AMIA | Clinical Word Sense Disambiguation with Interactive Search and Classification. | Yue Wang, Kai Zheng, Hua Xu, Qiaozhu Mei |
| 2016 | DASFAA | Efficient Query Processing with Mutual Privacy Protection for Location-Based Services. | Shushu Liu, An Liu, Lei Zhao, Guanfeng Liu, Zhixu Li, Pengpeng Zhao, Kai Zheng, Lu Qin |
| 2016 | DASFAA | On Efficient Spatial Keyword Querying with Semantics. | Zhihu Qian, Jiajie Xu, Kai Zheng, Wei Sun, Zhixu Li, Haoming Guo |
| 2016 | ICDE | Discovering Neighborhood Pattern Queries by sample answers in knowledge base. | Jialong Han, Kai Zheng, Aixin Sun, Shuo Shang, Ji-Rong Wen |
| 2016 | ICDE | Learning abstract snippet detectors with Temporal embedding in convolutional neural Networks. | Jiajun Liu, Kun Zhao, Brano Kusy, Ji-Rong Wen, Kai Zheng, Raja Jurdak |
| 2016 | ICDE | Discovering interpretable geo-social communities for user behavior prediction. | Hongzhi Yin, Zhiting Hu, Xiaofang Zhou, Hao Wang, Kai Zheng, Nguyen Quoc Viet Hung, Shazia Sadiq |
| 2016 | ICDE | Keyword-aware continuous kNN query on road networks. | Bolong Zheng, Kai Zheng, Xiaokui Xiao, Han Su, Hongzhi Yin, Xiaofang Zhou, GuoHui Li |
| 2016 | ICSOC | A Robust Approach to Finding Trustworthy Influencer in Trust-Oriented E-Commerce Environments. | Feng Zhu, Guanfeng Liu, Yan Wang, Mehmet A. Orgun, An Liu, Zhixu Li, Kai Zheng |
| 2016 | ICWS | Strong Social Component-Aware Trust Sub-network Extraction in Contextual Social Networks. | Guanfeng Liu, Yan Wang, Mehmet A. Orgun, Xiaoming Zheng, An Liu, Zhixu Li, Kai Zheng |
| 2016 | IDEAL | Improved Fuzzy C-Means Clustering Algorithm Based on Particle Swarm Optimization Algorithm. | Quan Hu, Kai Zheng, Zheng Wang |
| 2016 | WWW | Exploiting Dining Preference for Restaurant Recommendation. | Fuzheng Zhang, Nicholas Jing Yuan, Kai Zheng, Defu Lian, Xing Xie, Yong Rui |
| 2015 | ADC | Storing and Processing Massive Trajectory Data on SAP HANA. | Haozhou Wang, Kai Zheng, Hoyoung Jeung, Shane Bracher, Asadul K. Islam, Wasim Sadiq, Shazia Sadiq, Xiaofang Zhou |
| 2015 | AMIA | Analysis of Computerized Clinical Reminder Activity and Usability Issues. | Shazia Ashfaq, Steven Rick, Megan Difley, Sara Mortensen, Kellie Avery, Nadir Weibel, Braj Pandey, Kristin Bell, Charlene R. Weir, Harry Hochheiser, Yunan Chen, Jing Zhang, Kai Zheng, Richard L. Street Jr., Mark T. Gabuzda, Neil J. Farber, Lin Liu, Alan Calvitti, Zia Agha |
| 2015 | AMIA | Caveats of Using Social Media Data for Medical Research: A Report from a Study on Eye-Related Symptoms in Tweets. | Yang Liu, Tricia O'Brien, Esha Sondhi, Qiaozhu Mei, David A. Hanauer, Kai Zheng |
| 2015 | AMIA | Identifying Patterns Indicative of Copying/Pasting Behavior in Patient Generated Online Content. | Tera L. Reynolds, V. G. Vinod Vydiswaran, Yuting Wu, Qiaozhu Mei, David A. Hanauer, Kai Zheng |
| 2015 | AMIA | Visualizing Clinical Workflow using Time and Motion Data. | Danny T. Y. Wu, Nikolas Smart, Sang-Jung Han, Maria Majeed, Jing Han, Suinan Li, Fan Zhang, Kai Zheng |
| 2015 | AMIA | A Preliminary Study on EHR-Associated Extra Workload Among Physicians. | Jing Zhang, Kellie Avery, Yunan Chen, Shazia Ashfaq, Steven Rick, Kai Zheng, Nadir Weibel, Harry Hochheiser, Charlene R. Weir, Kristin Bell, Mark T. Gabuzda, Neil J. Farber, Braj Pandey, Alan Calvitti, Lin Liu, Richard L. Street Jr., Zia Agha |
| 2015 | CIKM | Making Sense of Spatial Trajectories. | Xiaofang Zhou, Kai Zheng, Hoyoung Jeung, Jiajie Xu, Shazia Sadiq |
| 2015 | DASFAA | An Efficient Method to Find the Optimal Social Trust Path in Contextual Social Graphs. | Guanfeng Liu, Lei Zhao, Kai Zheng, An Liu, Jiajie Xu, Zhixu Li, Athman Bouguettaya |
| 2015 | DASFAA | Discovering Organized POI Groups in a City. | Yanxia Xu, Guanfeng Liu, Hongzhi Yin, Jiajie Xu, Kai Zheng, Lei Zhao |
| 2015 | DASFAA | On Efficient Passenger Assignment for Group Transportation. | Jiajie Xu, Guanfeng Liu, Kai Zheng, Chengfei Liu, Haoming Guo, Zhiming Ding |
| 2015 | ICDCS | Lazy Ctrl: Scalable Network Control for Cloud Data Centers. | Lin Wang, Kai Zheng, Baohua Yang, Yi Sun, Yue Zhang, Steve Uhlig |
| 2015 | ICDE | Short text understanding through lexical-semantic analysis. | Wen Hua, Zhongyuan Wang, Haixun Wang, Kai Zheng, Xiaofang Zhou |
| 2015 | ICDE | Efficient secure similarity computation on encrypted trajectory data. | An Liu, Kai Zheng, Lu Li, Guanfeng Liu, Lei Zhao, Xiaofang Zhou |
| 2015 | ICDE | Multi-Constrained Graph Pattern Matching in large-scale contextual social graphs. | Guanfeng Liu, Kai Zheng, Yan Wang, Mehmet A. Orgun, An Liu, Lei Zhao, Xiaofang Zhou |
| 2015 | ICDE | Making sense of trajectory data: A partition-and-summarization approach. | Han Su, Kai Zheng, Kai Zeng, Jiamin Huang, Shazia Sadiq, Nicholas Jing Yuan, Xiaofang Zhou |
| 2015 | ICDE | Interactive Top-k Spatial Keyword queries. | Kai Zheng, Han Su, Bolong Zheng, Shuo Shang, Jiajie Xu, Jiajun Liu, Xiaofang Zhou |
| 2015 | ICDE | Approximate keyword search in semantic trajectory database. | Bolong Zheng, Nicholas Jing Yuan, Kai Zheng, Xing Xie, Shazia Sadiq, Xiaofang Zhou |
| 2015 | KDD | Modeling User Mobility for Location Promotion in Location-based Social Networks. | Wen-Yuan Zhu, Wen-Chih Peng, Ling-Jyh Chen, Kai Zheng, Xiaofang Zhou |
| 2015 | WWW | A Novelty-Seeking based Dining Recommender System. | Fuzheng Zhang, Kai Zheng, Nicholas Jing Yuan, Xing Xie, Enhong Chen, Xiaofang Zhou |
| 2014 | ADC | Efficient Aggregate Farthest Neighbour Query Processing on Road Networks. | Haozhou Wang, Kai Zheng, Han Su, Jiping Wang, Shazia Sadiq, Xiaofang Zhou |
| 2014 | AMIA | Mining Consumer Health Vocabulary from Community-Generated Text. | V. G. Vinod Vydiswaran, Qiaozhu Mei, David A. Hanauer, Kai Zheng |
| 2014 | AMIA | Implementation of a Computer-Based Documentation System Improves Workflow Efficiency: A Case Report. | Danny T. Y. Wu, Kai Zheng, David J. Bradley |
| 2014 | CIKM | SharkDB: An In-Memory Column-Oriented Trajectory Storage. | Haozhou Wang, Kai Zheng, Jiajie Xu, Bolong Zheng, Xiaofang Zhou, Shazia Sadiq |
| 2014 | DASFAA | Rights Protection for Trajectory Streams. | Mingliang Yue, Zhiyong Peng, Kai Zheng, Yuwei Peng |
| 2014 | DSAA | A token authentication solution for hadoop based on kerberos pre-authentication. | Kai Zheng, Weihua Jiang |
| 2014 | EuroSys | Compressing large scale urban trajectory data. | Kuien Liu, Yaguang Li, Jian Dai, Shuo Shang, Kai Zheng |
| 2014 | ICCCN | Benchmarking big data for trip recommendation. | Kuien Liu, Yaguang Li, Zhiming Ding, Shuo Shang, Kai Zheng |
| 2014 | ICDCS | Energy-Efficient Flow Scheduling and Routing with Hard Deadlines in Data Center Networks. | Lin Wang, Fa Zhang, Kai Zheng, Athanasios V. Vasilakos, Shaolei Ren, Zhiyong Liu |
| 2014 | ICDE | CrowdPlanner: A crowd-based route recommendation system. | Han Su, Kai Zheng, Jiamin Huang, Hoyoung Jeung, Lei Chen, Xiaofang Zhou |
| 2014 | ICDE | A crowd-based route recommendation system-CrowdPlanner. | Han Su, Kai Zheng, Jiamin Huang, Tianyu Liu, Haozhou Wang, Xiaofang Zhou |
| 2014 | ICNP | Freeway: Adaptively Isolating the Elephant and Mice Flows on Different Transmission Paths. | Wei Wang, Yi Sun, Kai Zheng, Mohamed Ali Kafar, Dan Li, Zhongcheng Li |
| 2014 | INFOCOM | Keep Forwarding: Towards k-link failure resilient routing. | Baohua Yang, Junda Liu, Scott Shenker, Jun Li, Kai Zheng |
| 2014 | ICWSM | User-Created Groups in Health Forums: What Makes Them Special? | V. G. Vinod Vydiswaran, Yang Liu, Kai Zheng, David A. Hanauer, Qiaozhu Mei |
| 2014 | MDM | Cost-Efficient Spatial Network Partitioning for Distance-Based Query Processing. | Jiping Wang, Kai Zheng, Hoyoung Jeung, Haozhou Wang, Bolong Zheng, Xiaofang Zhou |
| 2014 | MDM | Efficient Retrieval of Top-K Most Similar Users from Travel Smart Card Data. | Bolong Zheng, Kai Zheng, Mohamed A. Sharaf, Xiaofang Zhou, Shazia Sadiq |
| 2013 | ADC | An Effectiveness Study on Trajectory Similarity Measures. | Haozhou Wang, Han Su, Kai Zheng, Shazia Sadiq, Xiaofang Zhou |
| 2013 | AMIA | How First Responders Use Decision-Support Tools during Chemical Emergencies: The Nexus of Culture, Context, and Cognition. | Suresh K. Bhavnani, Bryant Dang, Kai Zheng, Chris Weber |
| 2013 | AMIA | Location Bias of Identifiers in Clinical Narratives. | David A. Hanauer, Qiaozhu Mei, Bradley A. Malin, Kai Zheng |
| 2013 | AMIA | Ten Types of Clinician Questions: A Study of CPOE Helpdesk Phone Logs. | Si Sun, Xiaomu Zhou, Julia Adler-Milstein, Kai Zheng |
| 2013 | AMIA | Preparing for Informatics Careers and Trends in the Age of Meaningful Use. | Nawanan Theera-Ampornpunt, Kai Zheng, Yang Gong, Jennifer J. Boehne, David C. Kaelber, Rui Zhang, Sashank Kaushik, Ryan Shaw, Tiffany Kelley, Saif S. Khairat |
| 2013 | ICDE | Towards efficient search for activity trajectories. | Kai Zheng, Shuo Shang, Nicholas Jing Yuan, Yi Yang |
| 2013 | ICDE | On discovery of gathering patterns from trajectories. | Kai Zheng, Yu Zheng, Nicholas Jing Yuan, Shuo Shang |
| 2012 | AMIA | Challenges and Opportunities in Consumer Health Informatics for Older Adults: Interdisciplinary Viewpoints. | Yunan Chen, Bo Xie, Xiaojun Yuan, Xiaomu Zhou, Kai Zheng |
| 2012 | AMIA | Hedging their Mets: The Use of Uncertainty Terms in Clinical Documents and its Potential Implications when Sharing the Documents with Patients. | David A. Hanauer, Yang Liu, Qiaozhu Mei, Frank J. Manion, Ulysses J. Balis, Kai Zheng |
| 2012 | CSCW | Cooperative documentation: the patient problem list as a nexus in electronic health records. | Xiaomu Zhou, Kai Zheng, Mark S. Ackerman, David A. Hanauer |
| 2012 | EDBT | User oriented trajectory search for trip recommendation. | Shuo Shang, Ruogu Ding, Bo Yuan, Kexin Xie, Kai Zheng, Panos Kalnis |
| 2012 | ICDCS | Error Tolerant Address Configuration for Data Center Networks with Malfunctioning Devices. | Xingyu Ma, Chengchen Hu, Kai Chen, Che Zhang, Hongtao Zhang, Kai Zheng, Yan Chen, Xianda Sun |
| 2012 | ICDE | Reducing Uncertainty of Low-Sampling-Rate Trajectories. | Kai Zheng, Yu Zheng, Xing Xie, Xiaofang Zhou |
| 2011 | CHI | Designing for whole systems and services in healthcare. | Peter Jones, David Cronin, Dean Karavite, Ross Koppel, Prudence W. Dalrymple, Kai Zheng, Michelle L. Rogers, Bob Schumacher |
| 2011 | CHI | CPOE workarounds, boundary objects, and assemblages. | Xiaomu Zhou, Mark S. Ackerman, Kai Zheng |
| 2011 | EDBT | Probabilistic range queries for uncertain trajectories on road networks. | Kai Zheng, Goce Trajcevski, Xiaofang Zhou, Peter Scheuermann |
| 2010 | ADC | Efficient best path monitoring in road networks for instant local traffic information. | Shuo Shang, Ke Deng, Kai Zheng |
| 2010 | CHI | Doctors and psychosocial information: records and reuse in inpatient care. | Xiaomu Zhou, Mark S. Ackerman, Kai Zheng |
| 2010 | DASFAA | Transitivity-Preserving Skylines for Partially Ordered Domains. | Henning Khler, Kai Zheng, Jing Yang, Xiaofang Zhou |
| 2010 | INFOCOM | Scalable NIDS via Negative Pattern Matching and Exclusive Pattern Matching. | Kai Zheng, Xin Zhang, Zhiping Cai, Zhijun Wang, Baohua Yang |
| 2009 | AMIA | Quantifying Temporal Documentation Patterns in Clinician Use of AHLTA - the DoD's Ambulatory Electronic Health Record. | Kevin J. Bohnsack, David P. Parker, Kai Zheng |
| 2009 | CHI | Untitled record | Xiaomu Zhou, Mark S. Ackerman, Kai Zheng |
| 2009 | ISCC | Fingerprints in the spectrum: Spectral analysis and detection of VoIP traffic. | Ling Chen, Kai Zheng, Fang Liu, Zhenming Lei, Yangjie |
| 2009 | OOPSLA | Allocation wall: a limiting factor of Java applications on emerging multi-core platforms. | Yi Zhao, Jin Shi, Kai Zheng, Haichuan Wang, Haibo Lin, Ling Shao |
| 2008 | EUC | Evaluation of Partitioning Methods for Stream Applications on a Heterogeneous Multi-core Processor Simulator. | Kai Zheng, Yongxin Zhu, Jun Xu |
| 2008 | GLOBECOM | Scalable Pattern-Matching via Dynamic Differentiated Distributed Detection (D4). | Kai Zheng, Hongbin Lu |
| 2006 | AINA | V6Gene: A Scalable IPv6 Prefix Generator for Route Lookup Algorithm Benchmark. | Kai Zheng, Bin Liu |
| 2006 | ISCC | Gear up the Classifier: Scalable Packet Classification Optimization Framework via Rule Set Pre-Processing. | Kai Zheng, Zhiyong Liang, Yi Ge |
| 2005 | GLOBECOM | Parallel packet classification via policy table pre-partitioning. | Kai Zheng, Zhiyong Liang, Yi Ge |
| 2005 | HOTI | Hybrid Cache Architecture for High Speed Packet Processing. | Zhen Liu, Kai Zheng, Bin Liu |
| 2005 | INFOCOM | TCAM-based distributed parallel packet classification algorithm with range-matching solution. | Kai Zheng, Hao Che, Zhijun Wang, Bin Liu |
| 2005 | ISNN | Vibration Suppression of Adaptive Truss Structure Using Fuzzy Neural Network. | Shaoze Yan, Kai Zheng, Yangmin Li |
| 2004 | INFOCOM | An Ultra High Throughput and Power Efficient TCAM-Based IP Lookup Engine. | Kai Zheng, Chengchen Hu, Hongbin Lu, Bin Liu |