Kai Han

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 77

Top Topics

Randomized Algorithm

Influence Maximization

Social Networks

Top Venues

IEEE/ACM Trans. Netw.

Proc. ACM Meas. Anal. Comput. Syst.

IEEE Trans. Knowl. Data Eng.

Publications

Zhizhuo Yin, Kai Han, Pengzi Wang, Xi Zhu
H3GNN: Hybrid Hierarchical HyperGraph Neural Network for Personalized Session-based Recommendation. ACM Trans. Inf. Syst. 42 (3) (2024)
Shuang Cui, Kai Han, Shaojie Tang, Feng Li, Jun Luo
Fairness in Streaming Submodular Maximization Subject to a Knapsack Constraint. KDD (2024)
Shuang Cui, Kai Han, He Huang
Deletion-Robust Submodular Maximization with Knapsack Constraints. AAAI (2024)
He Huang, Kai Han, Shuang Cui, Jing Tang
Randomized Pricing with Deferred Acceptance for Revenue Maximization with Submodular Objectives. WWW (2023)
Shuang Cui, Kai Han, Jing Tang, He Huang, Xueying Li, Aakas Zhiyuli
Practical Parallel Algorithms for Submodular Maximization Subject to a Knapsack Constraint with Nearly Optimal Adaptivity. AAAI (2023)
Wenhao Sun, Kai Han, Shuang Cui
Deletion-Robust Submodular Maximization under a Knapsack Constraint. HPCC/DSS/SmartCity/DependSys (2023)
Zhizhuo Yin, Kai Han, Pengzi Wang, Haibing Hu
Multi Global Information Assisted Streaming Session-Based Recommendation System. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Benwei Wu, Kai Han, Enpei Zhang
On the task assignment with group fairness for spatial crowdsourcing. Inf. Process. Manag. 60 (2) (2023)
Shuang Cui, Kai Han, Jing Tang, He Huang
Constrained Subset Selection from Data Streams for Profit Maximization. WWW (2023)
Jing Tang, Yuqing Zhu, Xueyan Tang, Kai Han
Distributed Influence Maximization for Large-Scale Online Social Networks. ICDE (2022)
Enpei Zhang, Kai Han, Benwei Wu
An Algorithmic View of Streaming Submodular Data Summarization with A Knapsack Constraint. DSIT (2022)
Haibing Hu, Kai Han, Zhizhuo Yin
Bilinear Multi-Head Attention Graph Neural Network for Traffic Prediction. ICAART (2) (2022)
Pengzi Wang, Yiming Zhu, Kai Han, Zhizhuo Yin, Qing Xiu, Pan Hui
Fairness-Aware Algorithms for Seed Allocation in Social Advertising. HPCC/DSS/SmartCity/DependSys (2022)
Benwei Wu, Kai Han
Fast Algorithm for Big Data Summarization with Knapsack and Partition Matroid Constraints. INISTA (2022)
Cheng Shen, Kai Han, Tianyuan Bi
Attention-based Bicomponent Synchronous Graph Convolutional Network for traffic flow prediction. MSN (2021)
Kai Han, Shuang Cui, Tianshuai Zhu, Jing Tang, Benwei Wu, He Huang
The Power of Randomization: Efficient and Effective Algorithms for Constrained Submodular Maximization. CoRR (2021)
Kai Han, Shuang Cui, Tianshuai Zhu, Enpei Zhang, Benwei Wu, Zhizhuo Yin, Tong Xu, Shaojie Tang, He Huang
Approximation Algorithms for Submodular Data Summarization with a Knapsack Constraint. SIGMETRICS (Abstracts) (2021)
Zongmai Cao, Kai Han, Jianfu Zhu
Information Diffusion Prediction via Dynamic Graph Neural Networks. CSCWD (2021)
Jing Tang, Xueyan Tang, Andrew Lim, Kai Han, Chongshou Li, Junsong Yuan
Revisiting Modified Greedy Algorithm for Monotone Submodular Maximization with a Knapsack Constraint. Proc. ACM Meas. Anal. Comput. Syst. 5 (1) (2021)
Kai Han, Benwei Wu, Jing Tang, Shuang Cui, Çigdem Aslay, Laks V. S. Lakshmanan
Efficient and Effective Algorithms for Revenue Maximization in Social Advertising. CoRR (2021)
Jing Tang, Xueyan Tang, Andrew Lim, Kai Han, Chongshou Li, Junsong Yuan
Revisiting Modified Greedy Algorithm for Monotone Submodular Maximization with a Knapsack Constraint. SIGMETRICS (Abstracts) (2021)
Tianshuai Zhu, Kai Han, Enpei Zhang, Benwei Wu
A Dynamic Algorithm for Submodular Maximization with a Knapsack Constraint. HPCC/DSS/SmartCity/DependSys (2021)
Shuang Cui, Kai Han, Tianshuai Zhu, Jing Tang, Benwei Wu, He Huang
Randomized Algorithms for Submodular Function Maximization with a k-System Constraint. ICML (2021)
Kai Han, Shuang Cui, Tianshuai Zhu, Enpei Zhang, Benwei Wu, Zhizhuo Yin, Tong Xu, Shaojie Tang, He Huang
Approximation Algorithms for Submodular Data Summarization with a Knapsack Constraint. Proc. ACM Meas. Anal. Comput. Syst. 5 (1) (2021)
Shuang Cui, Kai Han, Jing Tang, He Huang, Xueying Li, Zhiyu Li
Streaming Algorithms for Constrained Submodular Maximization. Proc. ACM Meas. Anal. Comput. Syst. 6 (3) (2021)
Kai Han, Benwei Wu, Jing Tang, Shuang Cui, Çigdem Aslay, Laks V. S. Lakshmanan
Efficient and Effective Algorithms for Revenue Maximization in Social Advertising. SIGMOD Conference (2021)
Keke Huang, Jing Tang, Kai Han, Xiaokui Xiao, Wei Chen, Aixin Sun, Xueyan Tang, Andrew Lim
Efficient approximation algorithms for adaptive influence maximization. VLDB J. 29 (6) (2020)
Kai Han, Zongmai Cao, Shuang Cui, Benwei Wu
Deterministic Approximation for Submodular Maximization over a Matroid in Nearly Linear Time. CoRR (2020)
Liujuan Chen, Kai Han, Qiao Yin, Zongmai Cao
GDCRN: Global Diffusion Convolutional Residual Network for Traffic Flow Prediction. KSEM (2) (2020)
Keke Huang, Jing Tang, Kai Han, Xiaokui Xiao, Wei Chen, Aixin Sun, Xueyan Tang, Andrew Lim
Efficient Approximation Algorithms for Adaptive Influence Maximization. CoRR (2020)
Kai Han, Yuntian He, Keke Huang, Xiaokui Xiao, Shaojie Tang, Jingxin Xu, Liusheng Huang
Best Bang for the Buck: Cost-Effective Seed Selection for Online Social Networks. IEEE Trans. Knowl. Data Eng. 32 (12) (2020)
Jing Tang, Xueyan Tang, Andrew Lim, Kai Han, Chongshou Li, Junsong Yuan
Revisiting Modified Greedy Algorithm for Monotone Submodular Maximization with a Knapsack Constraint. CoRR (2020)
Kai Han, Zongmai Cao, Shuang Cui, Benwei Wu
Deterministic Approximation for Submodular Maximization over a Matroid in Nearly Linear Time. NeurIPS (2020)
Kai Han, Yuntian He, Alex X. Liu, Shaojie Tang, He Huang
Differentially Private and Budget-Limited Bandit Learning over Matroids. INFORMS J. Comput. 32 (3) (2020)
Yuhan Xue, Jianquan Peng, Kai Han, Zuqing Zhu
On Table Resource Virtualization and Network Slicing in Programmable Data Plane. IEEE Trans. Netw. Serv. Manag. 17 (1) (2020)
Sicheng Zhao, Deyun Li, Kai Han, Zuqing Zhu
Proactive and Hitless vSDN Reconfiguration to Balance Substrate TCAM Utilization: From Algorithm Design to System Prototype. IEEE Trans. Netw. Serv. Manag. 16 (2) (2019)
Jingxin Xu, Kai Han, Pingping Song, Chaoting Xu, Fei Gui
PrivBUD-Wise: Differentially Private Frequent Itemsets Mining in High-Dimensional Databases. APWeb/WAIM (1) (2019)
Lu Dong, Kai Han, Lipei Liang, Bin Niu, Sicheng Zhao, Zuqing Zhu
On Application-Aware and On-Demand Service Composition in Heterogenous NFV Environments. GLOBECOM (2019)
Kai Han, Fei Gui, Xiaokui Xiao, Jing Tang, Yuntian He, Zongmai Cao, He Huang
Efficient and Effective Algorithms for Clustering Uncertain Graphs. Proc. VLDB Endow. 12 (6) (2019)
Kai Han, Huan Liu, Shaojie Tang, Mingjun Xiao, Jun Luo
Differentially Private Mechanisms for Budget Limited Mobile Crowdsourcing. IEEE Trans. Mob. Comput. 18 (4) (2019)
Chaoting Xu, Kai Han, Fei Gui, Jingxin Xu
SimilarMF: A Social Recommender System Using an Embedding Method. HPCC/SmartCity/DSS (2019)
Kai Han, Yuntian He, Xiaokui Xiao, Shaojie Tang, Fei Gui, Chaoting Xu, Jun Luo
Organizing an Influential Social Event Under a Budget Constraint. IEEE Trans. Knowl. Data Eng. 31 (12) (2019)
Haisheng Tan, Shaofeng H.-C. Jiang, Zhenhua Han, Liuyan Liu, Kai Han, Qinglin Zhao
Camul: Online Caching on Multiple Caches with Relaying and Bypassing. INFOCOM (2019)
Yu-E Sun, He Huang, Shigang Chen, You Zhou, Kai Han, Wenjian Yang
Privacy-Preserving Estimation of k-Persistent Traffic in Vehicular Cyber-Physical Systems. IEEE Internet Things J. 6 (5) (2019)
Yu-E Sun, He Huang, Shigang Chen, Hongli Xu, Kai Han, Yian Zhou
Persistent Traffic Measurement through Vehicle-to-Infrastructure Communications in Cyber-Physical Road Systems. IEEE Trans. Mob. Comput. 18 (7) (2019)
Shengru Li, Kai Han, Huibai Huang, Zuqing Zhu
PVFlow: Flow-Table Virtualization in POF-based vSDN Hypervisor (PVX). ICNC (2018)
Feiyang Li, Kai Han, Yue Li, Jiahao Zhang
Exploiting Implicit Trust and Geo-Social Network for Recommendation. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2018)
Shasha Li, Kai Han, Jiahao Zhang
Exploring Influence Maximization in Location-Based Social Networks. CollaborateCom (2018)
Kai Han, Shengru Li, Shaofei Tang, Huibai Huang, Sicheng Zhao, Guilu Fu, Zuqing Zhu
Application-Driven End-to-End Slicing: When Wireless Network Virtualization Orchestrates With NFV-Based Mobile Edge Computing. IEEE Access 6 (2018)
Ke Xu, Kai Han, Hang Ye, Feng Gao, Chaoting Xu
Privacy-Preserving Personal Sensitive Data in Crowdsourcing. WASA (2018)
Kai Han
Approximation Algorithms for Probabilistic Graphs. CoRR (2018)
Shuai Xu, Kai Han, Naiting Xu
A Supervised Learning Approach to Link Prediction in Dynamic Networks. WASA (2018)
Kai Han, Yuntian He, Xiaokui Xiao, Shaojie Tang, Fei Gui, Chaoting Xu, Jun Luo
Budget-Constrained Organization of Influential Social Events. ICDE (2018)
Jiahao Zhang, Kai Han, Junxiao Han, Feiyang Li, Shasha Li
Attributed Community Search in Dynamic Networks. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2018)
Hang Ye, Kai Han, Ke Xu, Feng Gao, Chaoting Xu
Privacy-Preserving Task Assignment in Skill-Aware Spatial Crowdsourcing. WASA (2018)
Kai Han, Chaoting Xu, Fei Gui, Shaojie Tang, He Huang, Jun Luo
Discount Allocation for Revenue Maximization in Online Social Networks. MobiHoc (2018)
Sicheng Zhao, Yao Jin, Kai Han, Jie Yin, Zuqing Zhu
Make Big Data Applications More Reliable: Hitless vSDN Migration to Avoid TCAM Depletion. ICC (2018)
Naiting Xu, Kai Han, Shaojie Tang, Shuai Xu, Feiyang Li, Jiahao Zhang
Privacy-Preserving Auction-based Incentive Mechanism for Mobile Crowdsensing Systems. CSCWD (2018)
He Huang, Yu-e Sun, Shigang Chen, Shaojie Tang, Kai Han, Jing Yuan, Wenjian Yang
You Can Drop but You Can't Hide: K-persistent Spread Estimation in High-speed Networks. INFOCOM (2018)
Ke Xu, Kai Han
Cost-Aware Targeted Viral Marketing with Time Constraints in Social Networks. CollaborateCom (2018)
Kai Han, He Huang, Jun Luo
Quality-Aware Pricing for Mobile Crowdsensing. IEEE/ACM Trans. Netw. 26 (4) (2018)
Huibai Huang, Bin Niu, Shaofei Tang, Shengru Li, Sicheng Zhao, Kai Han, Zuqing Zhu
Realizing Highly-Available, Scalable, and Protocol-Independent vSDN Slicing With a Distributed Network Hypervisor System. IEEE Access 6 (2018)
Yuhan Xue, Shengru Li, Kai Han, Sicheng Zhao, Huibai Huang, Shui Yu, Zuqing Zhu
Virtualization of Table Resources in Programmable Data Plane with Global Consideration. GLOBECOM (2018)
Feng Gao, Kai Han, Ke Xu
Utility-Aware Trip Planning. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2018)
Shengru Li, Kai Han, Nirwan Ansari, Qinkun Bao, Daoyun Hu, Junjie Liu, Shui Yu, Zuqing Zhu
Improving SDN Scalability With Protocol-Oblivious Source Routing: A System-Level Study. IEEE Trans. Netw. Serv. Manag. 15 (1) (2018)
Kai Han, Keke Huang, Xiaokui Xiao, Jing Tang, Aixin Sun, Xueyan Tang
Efficient Algorithms for Adaptive Influence Maximization. Proc. VLDB Endow. 11 (9) (2018)
Kai Han, Yuntian He, Xiaokui Xiao, Shaojie Tang, Jingxin Xu, Liusheng Huang
Cost-Effective Seed Selection in Online Social Networks. CoRR (2017)
Shengru Li, Kai Han, Huibai Huang, Quanying Sun, Junjie Liu, Sicheng Zhao, Zuqing Zhu
SR-PVX: A Source Routing Based Network Virtualization Hypervisor to Enable POF-FIS Programmability in vSDNs. IEEE Access 5 (2017)
Shaojie Tang, Yaqin Zhou, Kai Han, Zhao Zhang, Jing Yuan, Weili Wu
Networked Stochastic Multi-armed Bandits with Combinatorial Strategies. ICDCS (2017)
Guoju Gao, Mingjun Xiao, Jie Wu, Kai Han, Liusheng Huang, Zhenhua Zhao
Opportunistic Mobile Data Offloading with Deadline Constraints. IEEE Trans. Parallel Distributed Syst. 28 (12) (2017)
Huibai Huang, Shengru Li, Kai Han, Quanying Sun, Daoyun Hu, Zuqing Zhu
Embedding virtual software-defined networks over distributed hypervisors for vDC formulation. ICC (2017)
Kai Han, Yuntian He, Haisheng Tan, Shaojie Tang, He Huang, Jun Luo
Online Pricing for Mobile Crowdsourcing with Multi-Minded Users. MobiHoc (2017)
Kai Han, Shengru Li, Junjie Liu, Shaofei Tang, Huibai Huang, Sicheng Zhao, Zuqing Zhu
Leveraging Protocol-Oblivious Forwarding (POF) to Realize NFV-Assisted Mobility Management. GLOBECOM (2017)
Kai Han, Chi Zhang, Jun Luo, Menglan Hu, Bharadwaj Veeravalli
Truthful Scheduling Mechanisms for Powering Mobile Crowdsensing. IEEE Trans. Computers 65 (1) (2016)
Kai Han, He Huang, Jun Luo
Posted pricing for robust crowdsensing. MobiHoc (2016)
Kai Han, Chi Zhang, Jun Luo
Taming the Uncertainty: Budget Limited Robust Crowdsensing Through Online Learning. IEEE/ACM Trans. Netw. 24 (3) (2016)
Guoju Gao, Mingjun Xiao, Jie Wu, Kai Han, Liusheng Huang
Deadline-Sensitive Mobile Data Offloading via Opportunistic Communications. SECON (2016)
Kai Han, Zhiming Hu, Jun Luo, Liu Xiang
RUSH: Routing and scheduling for hybrid data center networks. INFOCOM (2015)
Kai Han, Jun Luo, Liu Xiang, Mingjun Xiao, Liusheng Huang
Achieving Energy Efficiency and Reliability for Data Dissemination in Duty-Cycled WSNs. IEEE/ACM Trans. Netw. 23 (4) (2015)
Kai Han, Chi Zhang, Jun Luo
BLISS: Budget LImited robuSt crowdSensing through online learning. SECON (2014)
Kai Han, Liu Xiang, Jun Luo, Yang Liu
MEGCOM: Minimum-Energy Group COMmunication in Multihop Wireless Networks. IEEE Trans. Veh. Technol. 63 (4) (2014)
Liu Xiang, Jun Luo, Kai Han, Gaotao Shi
. PIMRC (2013)
Kai Han, Yang Liu, Jun Luo
Duty-Cycle-Aware Minimum-Energy Multicasting in Wireless Sensor Networks. IEEE/ACM Trans. Netw. 21 (3) (2013)
Kai Han, Liu Xiang, Jun Luo, Mingjun Xiao, Liusheng Huang
Energy-efficient reliable data dissemination in duty-cycled wireless sensor networks. MobiHoc (2013)
Kai Han, Chi Zhang, Jun Luo
Truthful Scheduling Mechanisms for Powering Mobile Crowdsensing. CoRR (2013)
Kai Han, Jun Luo, Yang Liu, Athanasios V. Vasilakos
Algorithm design for data communications in duty-cycled wireless sensor networks: A survey. IEEE Commun. Mag. 51 (7) (2013)
Kai Han, Liu Xiang, Jun Luo, Yang Liu
MEGCOM: Min-Energy Group COMmunication in Multi-hop Wireless Networks CoRR (2012)
Kai Han, Liu Xiang, Jun Luo, Yang Liu
Minimum-energy connected coverage in wireless sensor networks with omni-directional and directional features. MobiHoc (2012)
Kai Han, Yang Liu, Mingjun Xiao
Minimum-Energy Multicasting in Asynchronous Duty-Cycled Wireless Ad Hoc Networks CoRR (2010)
Kai Han, Yuling Li, Qingyu Guo, Mingjun Xiao
Broadcast Routing and Channel Selection in Multi-Radio Wireless Mesh Networks. WCNC (2008)
Mingjun Xiao, Kai Han, Liusheng Huang, Jing-Yuan Li
Privacy Preserving C4.5 Algorithm Over Horizontally Partitioned Data. GCC (2006)