| 2026 | ACL | StepHint: Multi-level Stepwise Hints Enhance Reinforcement Learning to Reason. | Kaiyi Zhang, Ang Lv, Jinpeng Li, Yongbo Wang, Feng Wang, Haoyuan Hu, Rui Yan |
| 2025 | IROS | SENIOR: Efficient Query Selection and Preference-Guided Exploration in Preference-based Reinforcement Learning. | Hexian Ni, Tao Lu, Haoyuan Hu, Yinghao Cai, Shuo Wang |
| 2024 | COLING | Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering. | Yuan Gao, Yiheng Zhu, Yuanbin Cao, Yinzhi Zhou, Zhen Wu, Yujie Chen, Shenglan Wu, Haoyuan Hu, Xinyu Dai |
| 2024 | KDD | LaDe: The First Comprehensive Last-mile Express Dataset from Industry. | Lixia Wu, Haomin Wen, Haoyuan Hu, Xiaowei Mao, Yutong Xia, Ergang Shan, Jianbin Zheng, Junhong Lou, Yuxuan Liang, Liuqing Yang, Roger Zimmermann, Youfang Lin, Huaiyu Wan |
| 2024 | KDD | Effective Generation of Feasible Solutions for Integer Programming via Guided Diffusion. | Hao Zeng, Jiaqi Wang, Avirup Das, Junying He, Kunpeng Han, Haoyuan Hu, Mingfei Sun |
| 2024 | SDM | A Novel Hybrid Graph Learning Method for Inbound Parcel Volume Forecasting in Logistics System. | Lisha Ye, Jianfeng Zhou, Zhe Yin, Kunpeng Han, Haoyuan Hu, Dongjin Song |
| 2023 | AAAI | GMDNet: A Graph-Based Mixture Density Network for Estimating Packages' Multimodal Travel Time Distribution. | Xiaowei Mao, Huaiyu Wan, Haomin Wen, Fan Wu, Jianbin Zheng, Yuting Qiang, Shengnan Guo, Lixia Wu, Haoyuan Hu, Youfang Lin |
| 2023 | AISTATS | Online Learning for Non-monotone DR-Submodular Maximization: From Full Information to Bandit Feedback. | Qixin Zhang, Zengde Deng, Zaiyi Chen, Kuangqi Zhou, Haoyuan Hu, Yu Yang |
| 2023 | CIKM | Communication-Efficient Decentralized Online Continuous DR-Submodular Maximization. | Qixin Zhang, Zengde Deng, Xiangru Jian, Zaiyi Chen, Haoyuan Hu, Yu Yang |
| 2023 | CSCWD | Intelligent Manufacturing Collaboration Platform for 3D Curved Plates Based on Graph Matching. | Yanjun Dong, Haoyuan Hu, Min Zhu, Pan Hu, Lihong Jiang, Hongming Cai |
| 2023 | ICASSP | An Online Algorithm for Chance Constrained Resource Allocation. | Yuwei Chen, Zengde Deng, Yinzhi Zhou, Zaiyi Chen, Yujie Chen, Haoyuan Hu |
| 2023 | ICDE | M | Tianyue Cai, Huaiyu Wan, Fan Wu, Haomin Wen, Shengnan Guo, Lixia Wu, Haoyuan Hu, Youfang Lin |
| 2023 | ICDE | Modeling Intra- and Inter-community Information for Route and Time Prediction in Last-mile Delivery. | Yuting Qiang, Haomin Wen, Lixia Wu, Xiaowei Mao, Fan Wu, Huaiyu Wan, Haoyuan Hu |
| 2023 | ICML | Nearly Optimal Competitive Ratio for Online Allocation Problems with Two-sided Resource Constraints and Finite Requests. | Qixin Zhang, Wenbing Ye, Zaiyi Chen, Haoyuan Hu, Enhong Chen, Yu Yang |
| 2023 | KDD | DRL4Route: A Deep Reinforcement Learning Framework for Pick-up and Delivery Route Prediction. | Xiaowei Mao, Haomin Wen, Hengrui Zhang, Huaiyu Wan, Lixia Wu, Jianbin Zheng, Haoyuan Hu, Youfang Lin |
| 2023 | SIGIR | ADL: Adaptive Distribution Learning Framework for Multi-Scenario CTR Prediction. | Jinyun Li, Huiwen Zheng, Yuanlin Liu, Minfang Lu, Lixia Wu, Haoyuan Hu |
| 2022 | ICML | Stochastic Continuous Submodular Maximization: Boosting via Non-oblivious Function. | Qixin Zhang, Zengde Deng, Zaiyi Chen, Haoyuan Hu, Yu Yang |
| 2022 | KDD | Graph2Route: A Dynamic Spatial-Temporal Graph Neural Network for Pick-up and Delivery Route Prediction. | Haomin Wen, Youfang Lin, Xiaowei Mao, Fan Wu, Yiji Zhao, Haochen Wang, Jianbin Zheng, Lixia Wu, Haoyuan Hu, Huaiyu Wan |
| 2022 | SIGIR | CTnoCVR: A Novelty Auxiliary Task Making the Lower-CTR-Higher-CVR Upper. | Dandan Zhang, Haotian Wu, Guanqi Zeng, Yao Yang, Weijiang Qiu, Yujie Chen, Haoyuan Hu |
| 2020 | CIKM | LB-CGM: Latent Based Conditional Generative Model with Reliable Distribution Prediction. | Yichen Yao, Guozheng Li, Yujie Chen, Rongqi Li, Yinzhi Zhou, Xiaodong Zhang, Haoyuan Hu, Yinghui Xu |
| 2020 | DASFAA | Balancing Exploration and Exploitation in the Memetic Algorithm via a Switching Mechanism for the Large-Scale VRPTW. | Ying Zhang, Dandan Zhang, Longfei Wang, Zhu He, Haoyuan Hu |
| 2020 | ICCCN | A Self-Adaptive Bluetooth Indoor Localization System using LSTM-based Distance Estimator. | Zhuo Li, Jiannong Cao, Xiulong Liu, Jiuwu Zhang, Haoyuan Hu, Didi Yao |
| 2020 | KDD | Balanced Order Batching with Task-Oriented Graph Clustering. | Lu Duan, Haoyuan Hu, Zili Wu, Guozheng Li, Xinhang Zhang, Yu Gong, Yinghui Xu |
| 2020 | KDD | Efficiently Solving the Practical Vehicle Routing Problem: A Novel Joint Learning Approach. | Lu Duan, Yang Zhan, Haoyuan Hu, Yu Gong, Jiangwen Wei, Xiaodong Zhang, Yinghui Xu |
| 2019 | ICML | Katalyst: Boosting Convex Katayusha for Non-Convex Problems with a Large Condition Number. | Zaiyi Chen, Yi Xu, Haoyuan Hu, Tianbao Yang |