Desheng Zhang - RankMe

186 papers A* 27A 28B 2Misc 12Journal 92Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Any to Full: Prompting Depth Anything for Depth Completion in One Stage. CoRR Zhiyuan Zhou, Ruofeng Liu, Taichi Liu, Weijian Zuo, Shanshan Wang, Zhiqing Hong, Desheng Zhang
2026	J	`jnl`	Courier Working Time Aware Vehicle Scheduling for Efficient Urban Logistics. IEEE Trans. Mob. Comput. Wenjun Lyu, Haotian Wang, Yiwei Song, Shuai Wang, Yunhuai Liu, Tian He, Desheng Zhang
2026	—	`conf`	GenHAR: Generalizing Cross-domain Human Activity Recognition for Last-mile Delivery. KDD (1) Zhiqing Hong, Zelong Li, Xiubin Fan, Guang Yang, Baoshen Guo, Haotian Wang, Tian He, Desheng Zhang
2026	A*	`conf`	LMGL-WD: LLM-Guided Multi-Task Graph Learning for Category-Level Warehouse Demand Prediction in E-Commerce. AAAI Wenjun Lyu, Fangyu Li, Yudong Zhang, Shuai Wang, Yunhuai Liu, Tian He, Desheng Zhang
2025	J	`jnl`	A Mixed-Methods Study of Wait Time Perception and Discrepancy in Technology-Mediated Mobility Systems. Proc. ACM Hum. Comput. Interact. Guang Wang, Vivek K. Singh, Desheng Zhang
2025	A*	`conf`	Adaptive Multi-Faceted Service Capabilities Co-Prediction for Nationwide Terminal Stations in Logistics. AAAI Shuxin Zhong, Kimberly Liu, Wenjun Lyu, Haotian Wang, Guang Wang, Yunhuai Liu, Tian He, Yu Yang, Desheng Zhang
2025	—	`conf`	AddrLLM: Address Rewriting via Large Language Model on Nationwide Logistics Data. KDD (1) Qinchen Yang, Zhiqing Hong, Dongjiang Cao, Haotian Wang, Zejun Xie, Tian He, Yunhuai Liu, Yu Yang, Desheng Zhang
2025	J	`jnl`	Cellular Infrastructure Sharing for Network Robustness: A Citywide Empirical Study. IEEE Trans. Mob. Comput. Zhihan Fang, Guang Yang, Wenjun Lyu, Zhiqing Hong, Shuxin Zhong, Weijian Zuo, Yuelei Xie, Yu Yang, Guang Wang, Yunhuai Liu, Desheng Zhang
2025	—	`conf`	CoAlign: Uncertainty Calibration of LLM for Geospatial Repartition. ACL (6) Zejun Xie, Zhiqing Hong, Wenjun Lyu, Haotian Wang, Guang Wang, Desheng Zhang
2025	J	`jnl`	Collaborate sim and real: Robot Bin Packing Learning in Real-world and Physical Engine. CoRR Lidi Zhang, Han Wu, Liyu Zhang, Ruofeng Liu, Haotian Wang, Chao Li, Desheng Zhang, Yunhuai Liu, Tian He
2025	A*	`conf`	Experience Paper: Nationwide Human Behavior Sensing in Last-mile Delivery. MobiCom Zhiqing Hong, Weibing Wang, Anlan Yu, Shuxin Zhong, Haotian Wang, Yi Ding, Tian He, Desheng Zhang
2025	A	`conf`	Fraudulent Delivery Detection with Multimodal Courier Behavior Data in Last-Mile Delivery. CIKM Shanshan Wang, Sijing Duan, Shuxin Zhong, Zhiqing Hong, Zhiyuan Zhou, Hongyu Lin, Weijian Zuo, Desheng Zhang, Yi Ding
2025	—	`conf`	Hierarchical Structure Sharing Empowers Multi-task Heterogeneous GNNs for Customer Expansion. KDD (2) Xinyue Feng, Shuxin Zhong, Jinquan Hang, Wenjun Lyu, Yuequn Zhang, Guang Yang, Haotian Wang, Desheng Zhang, Guang Wang
2025	J	`jnl`	H²DGL: Adaptive Metapath-Based Dynamic Graph Learning for Supply Forecasting in Logistics System. IEEE Trans. Intell. Transp. Syst. Kaiwen Xia, Li Lin, Shuai Wang, Anqi Zheng, Zhao-Dong Xu, Desheng Zhang, Tian He
2025	A*	`conf`	InCo: Exploring Inter-Trip Cooperation for Efficient Last-mile Delivery. WWW Wenjun Lyu, Shuxin Zhong, Guang Yang, Haotian Wang, Yi Ding, Shuai Wang, Yunhuai Liu, Tian He, Desheng Zhang
2025	—	`conf`	LLM4HAR: Generalizable On-device Human Activity Recognition with Pretrained LLMs. KDD (2) Zhiqing Hong, Yiwei Song, Zelong Li, Anlan Yu, Shuxin Zhong, Yi Ding, Tian He, Desheng Zhang
2025	A	`conf`	NeighSqueeze: Compact Neighborhood Grouping for Efficient Billion-Scale Heterogeneous Graph Learning. CIKM Xinyue Feng, Shuxin Zhong, Jinquan Hang, Yuequn Zhang, Guang Yang, Haotian Wang, Desheng Zhang, Guang Wang
2025	J	`jnl`	Real-Time Abnormal Address Detection for Mobile Devices in Location-Based Services. IEEE Trans. Mob. Comput. Zhiqing Hong, Heng Yang, Haotian Wang, Wenjun Lyu, Yu Yang, Guang Wang, Yunhuai Liu, Yang Wang, Desheng Zhang
2025	—	`conf`	Scalable Area Difficulty Assessment with Knowledge-enhanced AI for Nationwide Logistics Systems. KDD (1) Zejun Xie, Wenjun Lyu, Yiwei Song, Haotian Wang, Guang Yang, Yunhuai Liu, Tian He, Desheng Zhang, Guang Wang
2025	J	`jnl`	Towards 3D Objectness Learning in an Open World. CoRR Taichi Liu, Zhenyu Wang, Ruofeng Liu, Guang Wang, Desheng Zhang
2025	J	`jnl`	Towards Workload-Constrained Efficient Order Assignment in Last-Mile Delivery. IEEE Trans. Mob. Comput. Wenjun Lyu, Xiaolong Jin, Haotian Wang, Yiwei Song, Shuai Wang, Yunhuai Liu, Tian He, Desheng Zhang
2024	A	`conf`	A Behavior-aware Cause Identification Framework for Order Cancellation in Logistics Service. CIKM Shuxin Zhong, Yahan Gu, Wenjun Lyu, Hongyu Lin, Guang Yang, Yao Lu, Guang Wang, Yu Yang, Desheng Zhang
2024	A	`conf`	AdaTrans: Adaptive Transfer Time Prediction for Multi-modal Transportation Modes. CIKM Shuxin Zhong, Hua Wei, Wenjun Lyu, Guang Yang, Zhiqing Hong, Guang Wang, Yu Yang, Desheng Zhang
2024	A	`conf`	Adaptive Cross-platform Transportation Time Prediction for Logistics. CIKM Shuxin Zhong, Wenjun Lyu, Zhiqing Hong, Guang Yang, Weijian Zuo, Haotian Wang, Guang Wang, Yu Yang, Desheng Zhang
2024	J	`jnl`	AddrLLM: Address Rewriting via Large Language Model on Nationwide Logistics Data. CoRR Qinchen Yang, Zhiqing Hong, Dongjiang Cao, Haotian Wang, Zejun Xie, Tian He, Yunhuai Liu, Yu Yang, Desheng Zhang
2024	A	`conf`	Behavior-Aware Hypergraph Convolutional Network for Illegal Parking Prediction with Multi-Source Contextual Information. CIKM Guang Yang, Meiqi Tu, Zelong Li, Jinquan Hang, Taichi Liu, Ruofeng Liu, Yi Ding, Yu Yang, Desheng Zhang
2024	J	`jnl`	Complex-Path: Effective and Efficient Node Ranking with Paths in Billion-Scale Heterogeneous Graphs. Proc. VLDB Endow. Jinquan Hang, Zhiqing Hong, Xinyue Feng, Guang Wang, Dongjiang Cao, Jiayang Qiao, Haotian Wang, Desheng Zhang
2024	J	`jnl`	CrossHAR: Generalizing Cross-dataset Human Activity Recognition via Hierarchical Self-Supervised Pretraining. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Zhiqing Hong, Zelong Li, Shuxin Zhong, Wenjun Lyu, Haotian Wang, Yi Ding, Tian He, Desheng Zhang
2024	A	`conf`	DECO: Cooperative Order Dispatching for On-Demand Delivery with Real-Time Encounter Detection. CIKM Yao Lu, Shuai Wang, Yu Yang, Hai Wang, Baoshen Guo, Desheng Zhang, Shuai Wang, Tian He
2024	A	`conf`	DIFN: A Dual Intention-aware Network for Repurchase Recommendation with Hierarchical Spatio-temporal Fusion. CIKM Li Lin, Xin Xu, Hai Wang, Tian He, Desheng Zhang, Shuai Wang
2024	J	`jnl`	FairMove: A Data-Driven Vehicle Displacement System for Jointly Optimizing Profit Efficiency and Fairness of Electric For-Hire Vehicles. IEEE Trans. Mob. Comput. Guang Wang, Sihong He, Lin Jiang, Shuai Wang, Fei Miao, Fan Zhang, Zheng Dong, Desheng Zhang
2024	A	`conf`	Hierarchical Information Propagation and Aggregation in Disentangled Graph Networks for Audience Expansion. CIKM Li Lin, Xinyao Chen, Kaiwen Xia, Shuai Wang, Desheng Zhang, Tian He
2024	—	`conf`	Improving Network Robustness via Cellular Infrastructure Sharing: An Empirical Study of Infrastructure Failure with All Cellular Operators in a City. SIGSPATIAL/GIS Zhihan Fang, Guang Yang, Wenjun Lyu, Zhiqing Hong, Shuxin Zhong, Weijian Zuo, Yu Yang, Guang Wang, Desheng Zhang
2024	J	`jnl`	InLINE: Inner-Layer Information Exchange for Multi-task Learning on Heterogeneous Graphs. CoRR Xinyue Feng, Jinquan Hang, Yuequn Zhang, Haotian Wang, Desheng Zhang, Guang Wang
2024	A	`conf`	MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctions. CIKM Qinchen Yang, Zejun Xie, Hua Wei, Desheng Zhang, Yu Yang
2024	J	`jnl`	MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctions. CoRR Qinchen Yang, Zejun Xie, Hua Wei, Desheng Zhang, Yu Yang
2024	J	`jnl`	Nationwide Behavior-Aware Coordinates Mining From Uncertain Delivery Events. IEEE Trans. Knowl. Data Eng. Zhiqing Hong, Guang Wang, Wenjun Lyu, Baoshen Guo, Yi Ding, Haotian Wang, Shuai Wang, Yunhuai Liu, Desheng Zhang
2024	A*	`conf`	Paths2Pair: Meta-path Based Link Prediction in Billion-Scale Commercial Heterogeneous Graphs. KDD Jinquan Hang, Zhiqing Hong, Xinyue Feng, Guang Wang, Guang Yang, Feng Li, Xining Song, Desheng Zhang
2024	A*	`conf`	Robust Route Planning under Uncertain Pickup Requests for Last-mile Delivery. WWW Hua Yan, Heng Tan, Haotian Wang, Desheng Zhang, Yu Yang
2024	J	`jnl`	SmallMap: Low-cost Community Road Map Sensing with Uncertain Delivery Behavior. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Zhiqing Hong, Haotian Wang, Yi Ding, Guang Wang, Tian He, Desheng Zhang
2024	J	`jnl`	Time-Constrained Actor-Critic Reinforcement Learning for Concurrent Order Dispatch in On-Demand Delivery. IEEE Trans. Mob. Comput. Shuai Wang, Baoshen Guo, Yi Ding, Guang Wang, Suining He, Desheng Zhang, Tian He
2024	J	`jnl`	Towards Accessible Shared Autonomous Electric Mobility With Dynamic Deadlines. IEEE Trans. Mob. Comput. Guang Wang, Zhou Qin, Shuai Wang, Huijun Sun, Zheng Dong, Desheng Zhang
2024	—	`conf`	Variational Language Concepts for Interpreting Foundation Language Models. EMNLP (Findings) Hengyi Wang, Shiwei Tan, Zhiqing Hong, Desheng Zhang, Hao Wang
2024	J	`jnl`	Variational Language Concepts for Interpreting Foundation Language Models. CoRR Hengyi Wang, Shiwei Tan, Zhiqing Hong, Desheng Zhang, Hao Wang
2024	A*	`conf`	Where Have You Been? A Study of Privacy Risk for Point-of-Interest Recommendation. KDD Kunlin Cai, Jinghuai Zhang, Zhiqing Hong, William Shand, Guang Wang, Desheng Zhang, Jianfeng Chi, Yuan Tian
2023	J	`jnl`	$\mathrm{W}^{2}$Parking: A Data-Driven Win-Win Contract Parking Sharing Mechanism Under Both Supply and Demand Uncertainties. IEEE Trans. Knowl. Data Eng. Shuai Wang, Xin Zhu, Guang Wang, Desheng Zhang, Lai Tu, Tian He
2023	J	`jnl`	: Mobility-Driven Integration of Heterogeneous Urban Cyber-Physical Systems Under Disruptive Events. IEEE Trans. Mob. Comput. Yukun Yuan, Desheng Zhang, Fei Miao, John A. Stankovic, Tian He, George J. Pappas, Shan Lin
2023	A*	`conf`	A Predict-Then-Optimize Couriers Allocation Framework for Emergency Last-mile Logistics. KDD Kaiwen Xia, Li Lin, Shuai Wang, Haotian Wang, Desheng Zhang, Tian He
2023	A*	`conf`	A Prediction-and-Scheduling Framework for Efficient Order Transfer in Logistics. IJCAI Wenjun Lyu, Haotian Wang, Yiwei Song, Yunhuai Liu, Tian He, Desheng Zhang
2023	A	`conf`	AutoBuild: Automatic Community Building Labeling for Last-mile Delivery. CIKM Zhiqing Hong, Dongjiang Cao, Haotian Wang, Guang Wang, Tian He, Desheng Zhang
2023	A	`conf`	CARPG: Cross-City Knowledge Transfer for Traffic Accident Prediction via Attentive Region-Level Parameter Generation. CIKM Guang Yang, Yuequn Zhang, Jinquan Hang, Xinyue Feng, Zejun Xie, Desheng Zhang, Yu Yang
2023	A*	`conf`	COME: Learning to Coordinate Crowdsourcing and Regular Couriers for Offline Delivery During Online Mega Sale Days. ICDE Guanzhou Zhu, Dong Zhao, Yizong Wang, Haotian Wang, Desheng Zhang, Huadong Ma
2023	J	`jnl`	Data-Driven Distributionally Robust Electric Vehicle Balancing for Autonomous Mobility-on-Demand Systems Under Demand and Supply Uncertainties. IEEE Trans. Intell. Transp. Syst. Sihong He, Zhili Zhang, Shuo Han, Lynn Pepin, Guang Wang, Desheng Zhang, John A. Stankovic, Fei Miao
2023	A*	`conf`	FairCod: A Fairness-aware Concurrent Dispatch System for Large-scale Instant Delivery Services. KDD Lin Jiang, Shuai Wang, Baoshen Guo, Hai Wang, Desheng Zhang, Guang Wang
2023	J	`jnl`	ForETaxi: Data-Driven Fleet-Oriented Charging Resource Allocation in Large-Scale Electric Taxi Networks. ACM Trans. Sens. Networks Guang Wang, Yuefei Chen, Shuai Wang, Fan Zhang, Desheng Zhang
2023	A*	`conf`	GCRL: Efficient Delivery Area Assignment for Last-mile Logistics with Group-based Cooperative Reinforcement Learning. ICDE Hai Wang, Shuai Wang, Yu Yang, Desheng Zhang
2023	A	`conf`	HST-GT: Heterogeneous Spatial-Temporal Graph Transformer for Delivery Time Estimation in Warehouse-Distribution Integration E-Commerce. CIKM Xiaohui Zhao, Shuai Wang, Hai Wang, Tian He, Desheng Zhang, Guang Wang
2023	A	`conf`	Identifying Regional Driving Risks via Transductive Cross-City Transfer Learning Under Negative Transfer. CIKM Hua Yan, Hao Wang, Desheng Zhang, Yu Yang
2023	A	`conf`	Logistics Audience Expansion via Temporal Knowledge Graph. CIKM Hua Yan, Yingqiang Ge, Haotian Wang, Desheng Zhang, Yu Yang
2023	J	`jnl`	Nationwide Deployment and Operation of a Virtual Arrival Detection System in the Wild. IEEE/ACM Trans. Netw. Yi Ding, Yu Yang, Wenchao Jiang, Yunhuai Liu, Tian He, Desheng Zhang
2023	A*	`conf`	REDE: Exploring Relay Transportation for Efficient Last-mile Delivery. ICDE Wenjun Lyu, Haotian Wang, Zhiqing Hong, Guang Wang, Yu Yang, Yunhuai Liu, Desheng Zhang
2023	A	`conf`	RLIFE: Remaining Lifespan Prediction for E-scooters. CIKM Shuxin Zhong, William Yubeaton, Wenjun Lyu, Guang Wang, Desheng Zhang, Yu Yang
2023	J	`jnl`	SPAP: Simultaneous Demand Prediction and Planning for Electric Vehicle Chargers in a New City. ACM Trans. Knowl. Discov. Data Yizong Wang, Dong Zhao, Yajie Ren, Desheng Zhang, Huadong Ma
2023	A*	`conf`	Towards Equitable Assignment: Data-Driven Delivery Zone Partition at Last-mile Logistics. KDD Baoshen Guo, Shuai Wang, Haotian Wang, Yunhuai Liu, Fanshuo Kong, Desheng Zhang, Tian He
2023	A	`conf`	Urban-scale POI Updating with Crowd Intelligence. CIKM Zhiqing Hong, Haotian Wang, Wenjun Lyu, Hai Wang, Yunhuai Liu, Guang Wang, Tian He, Desheng Zhang
2023	J	`jnl`	VeLP: Vehicle Loading Plan Learning from Human Behavior in Nationwide Logistics System. Proc. VLDB Endow. Sijing Duan, Feng Lyu, Xin Zhu, Yi Ding, Haotian Wang, Desheng Zhang, Xue Liu, Yaoxue Zhang, Ju Ren
2023	J	`jnl`	When mobility on demand meets vehicle electrification: a longitudinal study on evolution of city-scale ridesharing. CCF Trans. Pervasive Comput. Interact. Guang Wang, Fan Zhang, Desheng Zhang
2023	J	`jnl`	Where have you been? A Study of Privacy Risk for Point-of-Interest Recommendation. CoRR Kunlin Cai, Jinghuai Zhang, Will Shand, Zhiqing Hong, Guang Wang, Desheng Zhang, Jianfeng Chi, Yuan Tian
2023	J	`jnl`	eShare+: A Data-Driven Balancing Mechanism for Bike Sharing Systems Considering Both Quality of Service and Maintenance. IEEE Trans. Knowl. Data Eng. Shuai Wang, Xin Zhu, Guang Wang, Yunhuai Liu, Tian He, Desheng Zhang
2022	A*	`conf`	$O^{2}$-SiteRec: Store Site Recommendation under the O2O Model via Multi-graph Attention Networks. ICDE Hua Yan, Shuai Wang, Yu Yang, Baoshen Guo, Tian He, Desheng Zhang
2022	A	`conf`	BikeCAP: Deep Spatial-temporal Capsule Network for Multi-step Bike Demand Prediction. ICDCS Shuxin Zhong, Wenjun Lyu, Desheng Zhang, Yu Yang
2022	—	`conf`	CoMiner: nationwide behavior-driven unsupervised spatial coordinate mining from uncertain delivery events. SIGSPATIAL/GIS Zhiqing Hong, Guang Wang, Wenjun Lyu, Baoshen Guo, Yi Ding, Haotian Wang, Shuai Wang, Yunhuai Liu, Desheng Zhang
2022	J	`jnl`	Data-Driven Distributionally Robust Electric Vehicle Balancing for Autonomous Mobility-on-Demand Systems under Demand and Supply Uncertainties. CoRR Sihong He, Zhili Zhang, Shuo Han, Lynn Pepin, Guang Wang, Desheng Zhang, John A. Stankovic, Fei Miao
2022	J	`jnl`	Data-Driven Distributionally Robust Electric Vehicle Balancing for Mobility-on-Demand Systems under Demand and Supply Uncertainties. CoRR Sihong He, Lynn Pepin, Guang Wang, Desheng Zhang, Fei Miao
2022	J	`jnl`	DeResolver: A Decentralized Conflict Resolution Framework with Autonomous Negotiation for Smart City Services. ACM Trans. Cyber Phys. Syst. Yukun Yuan, Meiyi Ma, Songyang Han, Desheng Zhang, Fei Miao, John A. Stankovic, Shan Lin
2022	—	`conf`	FastAddr: real-time abnormal address detection via contrastive augmentation for location-based services. SIGSPATIAL/GIS Zhiqing Hong, Heng Yang, Haotian Wang, Wenjun Lyu, Yu Yang, Guang Wang, Yunhuai Liu, Yang Wang, Desheng Zhang
2022	J	`jnl`	From Conception to Retirement: A Lifetime Story of a 3-Year-Old Wireless Beacon System in the Wild. IEEE/ACM Trans. Netw. Yi Ding, Ling Liu, Yu Yang, Yunhuai Liu, Desheng Zhang, Tian He
2022	J	`jnl`	MePark: Using Meters as Sensors for Citywide On-Street Parking Availability Prediction. IEEE Trans. Intell. Transp. Syst. Dong Zhao, Chen Ju, Guanzhou Zhu, Jing Ning, Dan Luo, Desheng Zhang, Huadong Ma
2022	J	`jnl`	Multitype Highway Mobility Analytics for Efficient Learning Model Design: A Case of Station Traffic Prediction. IEEE Trans. Intell. Transp. Syst. Sijing Duan, Feng Lyu, Ju Ren, Yifeng Wang, Peng Yang, Desheng Zhang, Yaoxue Zhang
2022	J	`jnl`	P2-Loc: A Person-2-Person Indoor Localization System in On-Demand Delivery. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Yi Ding, Dongzhe Jiang, Yu Yang, Yunhuai Liu, Tian He, Desheng Zhang
2022	A*	`conf`	Para-Pred: Addressing Heterogeneity for City-Wide Indoor Status Estimation in On-Demand Delivery. KDD Wei Liu, Yi Ding, Shuai Wang, Yu Yang, Desheng Zhang
2022	A	`conf`	Towards Fair Workload Assessment via Homogeneous Order Grouping in Last-mile Delivery. CIKM Wenjun Lyu, Kexin Zhang, Baoshen Guo, Zhiqing Hong, Guang Yang, Guang Wang, Yu Yang, Yunhuai Liu, Desheng Zhang
2022	J	`jnl`	TransRisk: Mobility Privacy Risk Prediction based on Transferred Knowledge. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Xiaoyang Xie, Zhiqing Hong, Zhou Qin, Zhihan Fang, Yuan Tian, Desheng Zhang
2022	J	`jnl`	VeMo: Enable Transparent Vehicular Mobility Modeling at Individual Levels With Full Penetration. IEEE Trans. Mob. Comput. Yu Yang, Xiaoyang Xie, Zhihan Fang, Fan Zhang, Yang Wang, Desheng Zhang
2022	J	`jnl`	WePos: Weak-supervised Indoor Positioning with Unlabeled WiFi for On-demand Delivery. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Baoshen Guo, Weijian Zuo, Shuai Wang, Wenjun Lyu, Zhiqing Hong, Yi Ding, Tian He, Desheng Zhang
2021	J	`jnl`	A City-Wide Crowdsourcing Delivery System with Reinforcement Learning. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Yi Ding, Baoshen Guo, Lin Zheng, Mingming Lu, Desheng Zhang, Shuai Wang, Sang Hyuk Son, Tian He
2021	J	`jnl`	A Measurement Framework for Explicit and Implicit Urban Traffic Sensing. ACM Trans. Sens. Networks Zhou Qin, Zhihan Fang, Yunhuai Liu, Chang Tan, Desheng Zhang
2021	J	`jnl`	ALWAES: an Automatic Outdoor Location-Aware Correction System for Online Delivery Platforms. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Dongzhe Jiang, Yi Ding, Hao Zhang, Yunhuai Liu, Tian He, Yu Yang, Desheng Zhang
2021	A	`conf`	Automated Type-Aware Traffic Speed Prediction based on Sparse Intelligent Camera System. IROS Xiaoyang Xie, Kangjia Shao, Yang Wang, Fei Miao, Desheng Zhang
2021	J	`jnl`	CSMC: Cellular Signal Map Construction via Mobile Crowdsensing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Hai Wang, Baoshen Guo, Shuai Wang, Tian He, Desheng Zhang
2021	J	`jnl`	CellSense: Human Mobility Recovery via Cellular Network Data Enhancement. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Zhihan Fang, Yu Yang, Guang Yang, Yikuan Xia, Fan Zhang, Desheng Zhang
2021	A	`conf`	Concurrent Order Dispatch for Instant Delivery with Time-Constrained Actor-Critic Reinforcement Learning. RTSS Baoshen Guo, Shuai Wang, Yi Ding, Guang Wang, Suining He, Desheng Zhang, Tian He
2021	J	`jnl`	Data-Driven Digital Advertising with Uncertain Demand Model in Metro Networks. IEEE Trans. Big Data Ruobing Jiang, Zhenni Feng, Desheng Zhang, Shuai Wang, Yanmin Zhu, Fan Zhang, Tian He
2021	A*	`conf`	Data-Driven Fairness-Aware Vehicle Displacement for Large-Scale Electric Taxi Fleets. ICDE Guang Wang, Shuxin Zhong, Shuai Wang, Fei Miao, Zheng Dong, Desheng Zhang
2021	—	`conf`	DeResolver: a decentralized negotiation and conflict resolution framework for smart city services. ICCPS Yukun Yuan, Meiyi Ma, Songyang Han, Desheng Zhang, Fei Miao, John A. Stankovic, Shan Lin
2021	J	`jnl`	Fine-Grained Service-Level Passenger Flow Prediction for Bus Transit Systems Based on Multitask Deep Learning. IEEE Trans. Intell. Transp. Syst. Dan Luo, Dong Zhao, Qixue Ke, Xiaoyong You, Liang Liu, Desheng Zhang, Huadong Ma, Xingquan Zuo
2021	Misc	`conf`	From Conception to Retirement: a Lifetime Story of a 3-Year-Old Wireless Beacon System in the Wild. NSDI Yi Ding, Ling Liu, Yu Yang, Yunhuai Liu, Desheng Zhang, Tian He
2021	J	`jnl`	HERMAS: A Human Mobility Embedding Framework with Large-scale Cellular Signaling Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Yiwei Song, Dongzhe Jiang, Yunhuai Liu, Zhou Qin, Chang Tan, Desheng Zhang
2021	A	`conf`	Mitigating Port Starvation for Shallow-buffered Switches in Datacenter Networks. ICDCS Wenjun Lyu, Jiawei Huang, Jingling Liu, Zhaoyi Li, Shaojun Zou, Weihe Li, Jianxin Wang, Desheng Zhang
2021	A*	`conf`	MoCha: Large-Scale Driving Pattern Characterization for Usage-based Insurance. KDD Zhihan Fang, Guang Yang, Dian Zhang, Xiaoyang Xie, Guang Wang, Yu Yang, Fan Zhang, Desheng Zhang
2021	J	`jnl`	Mover: Generalizability Verification of Human Mobility Models via Heterogeneous Use Cases. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Wenjun Lyu, Guang Wang, Yu Yang, Desheng Zhang
2021	A*	`conf`	Nationwide deployment and operation of a virtual arrival detection system in the wild. SIGCOMM Yi Ding, Yu Yang, Wenchao Jiang, Yunhuai Liu, Tian He, Desheng Zhang
2021	J	`jnl`	Pricing-aware Real-time Charging Scheduling and Charging Station Expansion for Large-scale Electric Buses. ACM Trans. Intell. Syst. Technol. Guang Wang, Zhihan Fang, Xiaoyang Xie, Shuai Wang, Huijun Sun, Fan Zhang, Yunhuai Liu, Desheng Zhang
2021	A*	`conf`	Record: Joint Real-Time Repositioning and Charging for Electric Carsharing with Dynamic Deadlines. KDD Guang Wang, Zhou Qin, Shuai Wang, Huijun Sun, Zheng Dong, Desheng Zhang
2021	J	`jnl`	SPAP: Simultaneous Demand Prediction and Planning for Electric Vehicle Chargers in a New City. CoRR Yizong Wang, Dong Zhao, Yajie Ren, Desheng Zhang, Huadong Ma
2021	J	`jnl`	SmartLOC: Indoor Localization with Smartphone Anchors for On-Demand Delivery. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Yi Ding, Dongzhe Jiang, Yunhuai Liu, Desheng Zhang, Tian He
2021	J	`jnl`	Urban Map Inference by Pervasive Vehicular Sensing Systems with Complementary Mobility. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Zhihan Fang, Guang Wang, Xiaoyang Xie, Fan Zhang, Desheng Zhang
2021	J	`jnl`	ViFi-MobiScanner: Observe Human Mobility via Vehicular Internet Service. IEEE Trans. Intell. Transp. Syst. Lai Tu, Shuai Wang, Desheng Zhang, Fan Zhang, Tian He
2020	J	`jnl`	CellPred: A Behavior-aware Scheme for Cellular Data Usage Prediction. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Zhou Qin, Fang Cao, Yu Yang, Shuai Wang, Yunhuai Liu, Chang Tan, Desheng Zhang
2020	A*	`conf`	CellRep: Usage Representativeness Modeling and Correction Based on Multiple City-Scale Cellular Networks. WWW Zhihan Fang, Guang Wang, Shuai Wang, Chaoji Zuo, Fan Zhang, Desheng Zhang
2020	J	`jnl`	D2Park: Diversified Demand-aware On-street Parking Guidance. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Dong Zhao, Zijian Cao, Chen Ju, Desheng Zhang, Huadong Ma
2020	A	`conf`	Data-Driven Distributionally Robust Electric Vehicle Balancing for Mobility-on-Demand Systems under Demand and Supply Uncertainties. IROS Sihong He, Lynn Pepin, Guang Wang, Desheng Zhang, Fei Miao
2020	J	`jnl`	Extending Coverage of Stationary Sensing Systems with Mobile Sensing Systems for Human Mobility Modeling. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Yu Yang, Zhihan Fang, Xiaoyang Xie, Fan Zhang, Yunhuai Liu, Desheng Zhang
2020	J	`jnl`	FairCharge: A Data-Driven Fairness-Aware Charging Recommendation System for Large-Scale Electric Taxi Fleets. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Guang Wang, Yongfeng Zhang, Zhihan Fang, Shuai Wang, Fan Zhang, Desheng Zhang
2020	J	`jnl`	MIFF: Human Mobility Extractions with Cellular Signaling Data under Spatio-temporal Uncertainty. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Yiwei Song, Yunhuai Liu, Wenqing Qiu, Zhou Qin, Chang Tan, Can Yang, Desheng Zhang
2020	J	`jnl`	MIMU: Mobile WiFi Usage Inference by Mining Diverse User Behaviors. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Zhou Qin, Yikun Xian, Fan Zhang, Desheng Zhang
2020	—	`conf`	Mobile Cyber-Physical Systems for Smart Cities. WWW (Companion Volume) Desheng Zhang
2020	—	`conf`	Modeling Fine-Grained Human Mobility on Cellular Networks. WWW (Companion Volume) Zhihan Fang, Guang Wang, Desheng Zhang
2020	J	`jnl`	PrivateBus: Privacy Identification and Protection in Large-Scale Bus WiFi Systems. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Zhihan Fang, Boyang Fu, Zhou Qin, Fan Zhang, Desheng Zhang
2020	J	`jnl`	RISC: Resource-Constrained Urban Sensing Task Scheduling Based on Commercial Fleets. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Xiaoyang Xie, Zhihan Fang, Yang Wang, Fan Zhang, Desheng Zhang
2020	A*	`conf`	TransLoc: transparent indoor localization with uncertain human participation for instant delivery. MobiCom Yu Yang, Yi Ding, Dengpan Yuan, Guang Wang, Xiaoyang Xie, Yunhuai Liu, Tian He, Desheng Zhang
2020	J	`jnl`	Understanding User Behavior in Car Sharing Services Through The Lens of Mobility: Mixing Qualitative and Quantitative Studies. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Guang Wang, Harsh Rajkumar Vaish, Huijun Sun, Jianjun Wu, Shuai Wang, Desheng Zhang
2020	J	`jnl`	Understanding the Long-Term Evolution of Electric Taxi Networks: A Longitudinal Measurement Study on Mobility and Charging Patterns. ACM Trans. Intell. Syst. Technol. Guang Wang, Fan Zhang, Huijun Sun, Yang Wang, Desheng Zhang
2019	Misc	`conf`	A neural networks based caching scheme for mobile edge networks: poster abstract. SenSys Zhou Qin, Yikun Xian, Desheng Zhang
2019	B	`conf`	Approximation with Error Bounds in Spark. MASCOTS Guangyan Hu, Sandro Rigo, Desheng Zhang, Thu D. Nguyen
2019	J	`jnl`	CellTrans: Private Car or Public Transportation? Infer Users' Main Transportation Modes at Urban Scale with Cellular Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Yi Zhao, Xu Wang, Jianbo Li, Desheng Zhang, Zheng Yang
2019	Misc	`conf`	Conflict detection for smart cities services: poster abstract. SenSys Shuxin Zhong, Desheng Zhang
2019	J	`jnl`	Data-Driven Robust Taxi Dispatch Under Demand Uncertainties. IEEE Trans. Control. Syst. Technol. Fei Miao, Shuo Han, Shan Lin, Qian Wang, John A. Stankovic, Abdeltawab M. Hendawi, Desheng Zhang, Tian He, George J. Pappas
2019	A*	`conf`	Experience: Understanding Long-Term Evolving Patterns of Shared Electric Vehicle Networks. MobiCom Guang Wang, Xiuyuan Chen, Fan Zhang, Yang Wang, Desheng Zhang
2019	Misc	`conf`	Fine-grained travel time sensing in heterogeneous mobile networks: poster abstract. SenSys Zhihan Fang, Fan Zhang, Desheng Zhang
2019	J	`jnl`	MAC: Measuring the Impacts of Anomalies on Travel Time of Multiple Transportation Systems. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Zhihan Fang, Yu Yang, Shuai Wang, Boyang Fu, Zixing Song, Fan Zhang, Desheng Zhang
2019	J	`jnl`	National-scale Traffic Model Calibration in Real Time with Multi-source Incomplete Data. ACM Trans. Cyber Phys. Syst. Desheng Zhang, Tian He, Fan Zhang
2019	A*	`conf`	Poster: Understanding Long-Term Mobility and Charging Evolving of Shared EV Networks. MobiCom Guang Wang, Desheng Zhang
2019	Misc	`conf`	Privacy-aware synthesis of sensing data based on learning model at metropolitan scale: poster abstract. SenSys Fan Zhang, Desheng Zhang
2019	J	`jnl`	Route Prediction for Instant Delivery. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Yan Zhang, Yunhuai Liu, Genjian Li, Yi Ding, Ning Chen, Hao Zhang, Tian He, Desheng Zhang
2019	A*	`conf`	Towards Efficient Sharing: A Usage Balancing Mechanism for Bike Sharing Systems. WWW Shuai Wang, Tian He, Desheng Zhang, Yunhuai Liu, Sang Hyuk Son
2019	Misc	`conf`	Understanding real-time interaction in heterogeneous vehicular sensing: poster abstract. SenSys Xiaoyang Xie, Fan Zhang, Desheng Zhang
2019	A*	`conf`	VeMo: Enabling Transparent Vehicular Mobility Modeling at Individual Levels with Full Penetration. MobiCom Yu Yang, Xiaoyang Xie, Zhihan Fang, Fan Zhang, Yang Wang, Desheng Zhang
2019	Misc	`conf`	Vehicular mobility modeling based on heterogeneous sensor networks: poster abstract. SenSys Yu Yang, Fan Zhang, Desheng Zhang
2019	A	`conf`	p^2Charging: Proactive Partial Charging for Electric Taxi Systems. ICDCS Yukun Yuan, Desheng Zhang, Fei Miao, Jimin Chen, Tian He, Shan Lin
2019	J	`jnl`	sharedCharging: Data-Driven Shared Charging for Large-Scale Heterogeneous Electric Vehicle Fleets. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Guang Wang, Wenzhong Li, Jun Zhang, Yingqiang Ge, Zuohui Fu, Fan Zhang, Yang Wang, Desheng Zhang
2019	Misc	`conf`	tCharge - A fleet-oriented real-time charging scheduling system for electric taxi fleets: poster abstract. SenSys Guang Wang, Fan Zhang, Desheng Zhang
2018	J	`jnl`	Approximation with Error Bounds in Spark. CoRR Guangyan Hu, Desheng Zhang, Sandro Rigo, Thu D. Nguyen
2018	J	`jnl`	BRAVO: Improving the Rebalancing Operation in Bike Sharing with Rebalancing Range Prediction. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Shuai Wang, Tian He, Desheng Zhang, Yuanchao Shu, Yunhuai Liu, Yu Gu, Cong Liu, Haengju Lee, Sang Hyuk Son
2018	—	`conf`	Dynamic integration of heterogeneous transportation modes under disruptive events. ICCPS Yukun Yuan, Desheng Zhang, Fei Miao, John A. Stankovic, Tian He, George J. Pappas, Shan Lin
2018	Misc	`conf`	EXIMIUS: A Measurement Framework for Explicit and Implicit Urban Traffic Sensing. SenSys Zhou Qin, Zhihan Fang, Yunhuai Liu, Chang Tan, Wei Chang, Desheng Zhang
2018	J	`jnl`	Experience: Understanding Long-Term Evolving Patterns of Shared Electric Vehicle Networks. CoRR Guang Wang, Xiuyuan Chen, Fan Zhang, Yang Wang, Desheng Zhang
2018	J	`jnl`	MultiCell: Urban Population Modeling Based on Multiple Cellphone Networks. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Zhihan Fang, Fan Zhang, Ling Yin, Desheng Zhang
2018	J	`jnl`	PrivateHunt: Multi-Source Data-Driven Dispatching in For-Hire Vehicle Systems. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Xiaoyang Xie, Fan Zhang, Desheng Zhang
2018	J	`jnl`	Real-Time Human Mobility Modeling with Multi-View Learning. ACM Trans. Intell. Syst. Technol. Desheng Zhang, Tian He, Fan Zhang
2018	J	`jnl`	SharedEdge: GPS-Free Fine-Grained Travel Time Estimation in State-Level Highway Systems. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Yu Yang, Fan Zhang, Desheng Zhang
2018	J	`jnl`	Urban-Scale Human Mobility Modeling With Multi-Source Urban Network Data. IEEE/ACM Trans. Netw. Desheng Zhang, Tian He, Fan Zhang, Chengzhong Xu
2018	J	`jnl`	VeMo: Enabling Transparent Vehicular Mobility Modeling at Individual Levels with Full Penetration. CoRR Yu Yang, Xiaoyang Xie, Zhihan Fang, Fan Zhang, Yang Wang, Desheng Zhang
2018	A	`conf`	bCharge: Data-Driven Real-Time Charging Scheduling for Large-Scale Electric Bus Fleets. RTSS Guang Wang, Xiaoyang Xie, Fan Zhang, Yunhuai Liu, Desheng Zhang
2018	J	`jnl`	coSense: Collaborative Urban-Scale Vehicle Sensing Based on Heterogeneous Fleets. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Xiaoyang Xie, Yu Yang, Zhihan Fang, Guang Wang, Fan Zhang, Fan Zhang, Yunhuai Liu, Desheng Zhang
2017	—	`conf`	Human Mobility Modeling on Metropolitan Scale Based on Multiple Cellphone Networks: Poster Abstract. IoTDI Zhihan Fang, Desheng Zhang
2017	J	`jnl`	Last-Mile Transit Service with Urban Infrastructure Data. ACM Trans. Cyber Phys. Syst. Desheng Zhang, Juanjuan Zhao, Fan Zhang, Ruobing Jiang, Tian He, Nikos Papanikolopoulos
2017	B	`conf`	MetroTime: Travel Time Decomposition under Stochastic Time Table for Metro Networks. SMARTCOMP Haengju Lee, Desheng Zhang, Tian He, Sang Hyuk Son
2017	J	`jnl`	Neighbor Discovery and Rendezvous Maintenance with Extended Quorum Systems for Mobile Applications. IEEE Trans. Mob. Comput. Desheng Zhang, Tian He, Fan Ye, Raghu K. Ganti, Hui Lei
2017	J	`jnl`	Taxi-Passenger-Demand Modeling Based on Big Data from a Roving Sensor Network. IEEE Trans. Big Data Desheng Zhang, Tian He, Shan Lin, Sirajum Munir, John A. Stankovic
2017	J	`jnl`	Your Search Path Tells Others Where to Park: Towards Fine-Grained Parking Availability Crowdsourcing Using Parking Decision Models. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Ruilin Liu, Yu Yang, Daehan Kwak, Desheng Zhang, Liviu Iftode, Badri Nath
2016	J	`jnl`	Carpooling Service for Large-Scale Taxicab Networks. ACM Trans. Sens. Networks Desheng Zhang, Tian He, Fan Zhang, Mingming Lu, Yunhuai Liu, Haengju Lee, Sang Hyuk Son
2016	—	`conf`	Data-Driven Robust Taxi Dispatch Approaches. ICCPS Fei Miao, Shuo Han, Shan Lin, John A. Stankovic, Qian Wang, Desheng Zhang, Tian He, George J. Pappas
2016	J	`jnl`	Data-Driven Robust Taxi Dispatch under Demand Uncertainties. CoRR Fei Miao, Shuo Han, Shan Lin, Qian Wang, John A. Stankovic, Abdeltawab M. Hendawi, Desheng Zhang, Tian He, George J. Pappas
2016	J	`jnl`	Heterogeneous Model Integration for Multi-Source Urban Infrastructure Data. ACM Trans. Cyber Phys. Syst. Desheng Zhang, Juanjuan Zhao, Fan Zhang, Tian He, Haengju Lee, Sang Hyuk Son
2016	—	`conf`	MultiCalib: national-scale traffic model calibration in real time with multi-source incomplete data. SIGSPATIAL/GIS Desheng Zhang, Fan Zhang, Tian He
2016	J	`jnl`	Taxi Dispatch With Real-Time Sensing Data in Metropolitan Areas: A Receding Horizon Control Approach. IEEE Trans Autom. Sci. Eng. Fei Miao, Shuo Han, Shan Lin, John A. Stankovic, Desheng Zhang, Sirajum Munir, Hua Huang, Tian He, George J. Pappas
2016	J	`jnl`	Taxi Dispatch with Real-Time Sensing Data in Metropolitan Areas: A Receding Horizon Control Approach. CoRR Fei Miao, Shuo Han, Shan Lin, John A. Stankovic, Hua Huang, Desheng Zhang, Sirajum Munir, Tian He, George J. Pappas
2016	Misc	`conf`	USN: an Extremely Large Sensor Network based on Urban Infrastructures for Smart Cities: Poster Abstract. SenSys Desheng Zhang, Tian He
2015	—	`conf`	EveryoneCounts: Data-driven digital advertising with uncertain demand model in metro networks. IEEE BigData Desheng Zhang, Ruobing Jiang, Shuai Wang, Yanmin Zhu, Bo Yang, Jian Cao, Fan Zhang, Tian He
2015	—	`conf`	Feeder: supporting last-mile transit with extreme-scale urban infrastructure data. IPSN Desheng Zhang, Juanjuan Zhao, Fan Zhang, Ruobing Jiang, Tian He
2015	J	`jnl`	Generic Neighbor Discovery Accelerations in Mobile Applications. ACM Trans. Sens. Networks Desheng Zhang, Tian He, Yunhuai Liu, Yu Gu, Fan Ye, Raghu K. Ganti, Hui Lei
2015	J	`jnl`	Online Cruising Mile Reduction in Large-Scale Taxicab Networks. IEEE Trans. Parallel Distributed Syst. Desheng Zhang, Tian He, Shan Lin, Sirajum Munir, John A. Stankovic
2015	—	`conf`	Taxi dispatch with real-time sensing data in metropolitan areas: a receding horizon control approach. ICCPS Fei Miao, Shan Lin, Sirajum Munir, John A. Stankovic, Hua Huang, Desheng Zhang, Tian He, George J. Pappas
2015	—	`conf`	UrbanCPS: a cyber-physical system based on multi-source big infrastructure data for heterogeneous model integration. ICCPS Desheng Zhang, Juanjuan Zhao, Fan Zhang, Tian He
2015	—	`conf`	coMobile: real-time human mobility modeling at urban scale using multi-view learning. SIGSPATIAL/GIS Desheng Zhang, Juanjuan Zhao, Fan Zhang, Tian He
2014	J	`jnl`	A Carpooling Recommendation System for Taxicab Services. IEEE Trans. Emerg. Top. Comput. Desheng Zhang, Tian He, Yunhuai Liu, Shan Lin, John A. Stankovic
2014	—	`conf`	Collaborative sensing and control in large-scale transportation systems. CTS Desheng Zhang, Tian He
2014	—	`conf`	Dmodel: Online Taxicab Demand Model from Big Sensor Data in a Roving Sensor Network. BigData Congress Desheng Zhang, Tian He, Shan Lin, Sirajum Munir, John A. Stankovic
2014	A*	`conf`	Exploring human mobility with multi-source data at extremely large metropolitan scales. MobiCom Desheng Zhang, Jun Huang, Ye Li, Fan Zhang, Cheng-Zhong Xu, Tian He
2014	A	`conf`	Poster: Improving efficiency of metropolitan-scale transit systems with multi-mode data feeds. MobiSys Desheng Zhang, Tian He
2013	—	`conf`	CallCab: A unified recommendation system for carpooling and regular taxicab services. IEEE BigData Desheng Zhang, Tian He, Yunhuai Liu, John A. Stankovic
2013	Misc	`conf`	coRide: carpool service with a win-win fare model for large-scale taxicab networks. SenSys Desheng Zhang, Ye Li, Fan Zhang, Mingming Lu, Yunhuai Liu, Tian He
2012	A	`conf`	EQS: Neighbor Discovery and Rendezvous Maintenance with Extended Quorum System for Mobile Sensing Applications. ICDCS Desheng Zhang, Tian He, Fan Ye, Raghu K. Ganti, Hui Lei
2012	A	`conf`	pCruise: Reducing Cruising Miles for Taxicab Networks. RTSS Desheng Zhang, Tian He
2011	Misc	`conf`	Neighbor discovery with distributed quorum system. SenSys Desheng Zhang, Tian He, Yunhuai Liu, Yu Gu, Fan Ye, Raghu K. Ganti