Haotian Wang

Data Scientist, JD Logistics

Selected Conference Publications

2024

[WWW’24] Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees
Hua Yan, Heng Tan, Haotian Wang, Desheng Zhang, Yu Yang

[AAAI’24] Robust Route Planning under Uncertain Pickup Requests for Last-mile Delivery
Guang-Yuan Hao, Hengguan Huang, Haotian Wang, Jie Gao, Hao Wang

[VLDB’24] VeLP: Vehicle Loading Plan Learning from Human Behavior in Nationwide Logistics System
Sijing Duan, Feng Lyu, Xin Zhu, Yi Ding, Haotian Wang, Desheng Zhang, Xue Liu, Yaoxue Zhang, Ju Ren

2023

[CIKM’23] Urban-scale POI Updating with Crowd Intelligence
Zhiqing Hong, Haotian Wang, Wenjun Lyu, Hai Wang, Yunhuai Liu, Guang Wang, Desheng Zhang

[CIKM’23] AutoBuild: Automatic Community Building Labeling for Last-mile Delivery
Zhiqing Hong, Dongjiang Cao, Haotian Wang, Guang Wang, Tian He, Desheng Zhang

[CIKM’23] Logistics Audience Expansion via Temporal Knowledge Graph
Hua Yan, Yingqiang Ge, Haotian Wang, Desheng Zhang, Yu Yang

[CIKM’23] DeepSTA: A Spatial-Temporal Attention Network for Logistics Delivery Timely Rate Prediction in Anomaly Conditions
Jinhui Yi, Huan Yan, Haotian Wang, Jian Yuan and Yong Li

[KDD’23] Towards Equitable Assignment: Data-Driven Delivery Zone Partition at Last-mile Logistics
Baoshen Guo, Shuai Wang, Haotian Wang, Yunhuai Liu, Fanshuo Kong, Desheng Zhang, Tian He

[KDD’23] A Predict-Then-Optimize Couriers Allocation Framework for Emergency Last-mile Logistics
Kaiwen Xia, Li Lin, Shuai Wang, Haotian Wang, Desheng Zhang, Tian He

[IJCAI’23] A Prediction-and-Scheduling Framework for Efficient Order Transfer in Logistics
Wenjun Lyu, Haotian Wang, Yiwei Song, Yunhuai Liu, Tian He, Desheng Zhang

[ICDE’23] REDE: Exploring Relay Transportation for Efficient Last-mile Delivery
Wenjun Lyu, Haotian Wang, Zhiqing Hong, Guang Wang, Yu Yang, Yunhuai Liu, Desheng Zhang

[ICDE’23] COME: Learning to Coordinate Crowdsourcing and Regular Couriers for Offline Delivery During Online Mega Sale Days
Guanzhou Zhu, Dong Zhao, Yizong Wang, Haotian Wang, Desheng Zhang, Huadong Ma

2022

[SIGSPATIAL’22] CoMiner: nationwide behavior-driven unsupervised spatial coordinate mining from uncertain delivery events
Zhiqing Hong, Guang Wang, Wenjun Lyu, Baoshen Guo, Yi Ding, Haotian Wang, Shuai Wang, Yunhuai Liu, Desheng Zhang

[SIGSPATIAL’22] FastAddr: real-time abnormal address detection via contrastive augmentation for location-based services
Zhiqing Hong, Heng Yang, Haotian Wang, Wenjun Lyu, Yu Yang, Guang Wang, Yunhuai Liu, Yang Wang, Desheng Zhang

[SoCG’22] On Cyclic Solutions to the Min-Max Latency Multi-Robot Patrolling Problem
Peyman Afshani, Mark De Berg, Kevin Buchin, Jie Gao, Maarten Loffler, Amir Nayyeri, Benjamin Raichel, Rik Sarkar, Haotian Wang*, Hao-Tsung Yang

[IPSN’22] Clustering of Trajectories using Non-Parametric Conformal DBSCAN Algorithm
Haotian Wang, Jie Gao, Min-ge Xie

[SODA’22] Co-evolution of Opinion and Social Tie Dynamics Towards Structural Balance
Haotian Wang, Feng Luo, Jie Gao

2021

[Nature SR’21] Targeted Interventions Reduce the Spread of COVID-19: Simulation Study on Real Mobility Data
Haotian Wang, Abhirup Ghosh, Jiaxin Ding, Rik Sarkar, Jie Gao

2020

[WAFR’20] Approximation Algorithms for Multi-Robot Patrol-Scheduling with Min-Max Latency
Peyman Afshani, Mark De Berg, Kevin Buchin, Jie Gao, Maarten Loffler, Amir Nayyeri, Benjamin Raichel, Rik Sarkar, Haotian Wang*, Hao-Tsung Yang

[IPSN’20] Distributed Human Trajectory Sensing and Partial Similarity Queries
Haotian Wang, Jie Gao

[GPC’20] Quality-Aware and Penalty-Sensitive Opportunistic Crowdsensing in Mobile Relay Networks
Ailun Song, Jingguang Zhou, Xiaofeng Gao, Haotian Wang, Fan Wu, Guihai Chen

2019

[Sigspatial’19] Efficient Beacon Placement Algorithm for Time-of-Flight Indoor Localization
Haotian Wang, Niranjini Rajagopal, Anthony Rowe, Bruno Sinopoli, Jie Gao

2018

[TMC’18] Algorithm Design and Analysis for Wireless Relay Network Deployment Problem
Xiaofeng Gao, Junwei Lu, Haotian Wang, Fan Wu, Guihai Chen

2017

[COCOA’18] Trajectory-Based Multi-Hop Relay Deployment Optimization in Wireless Networks
Shilei Tian, Haotian Wang, Xiaofeng Gao, Fan Wu, Guihai Chen

[ICDCS’18] Approximation Design for Cooperative Relay Deployment in Wireless Networks
Haotian Wang, Shilei Tian, Xiaofeng Gao, Lidong Wu, Guihai Chen