| 2026 | AAAI | Reliability-Guaranteed and Reward-Seeking Sequence Modeling for Model-Based Offline Reinforcement Learning. | Shenghong He, Chao Yu, Qian Lin, Yile Liang, Donghui Li, Xuetao Ding |
| 2025 | AAAI | Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization. | Zongkai Liu, Qian Lin, Chao Yu, Xiawei Wu, Yile Liang, Donghui Li, Xuetao Ding |
| 2025 | WWW | MRGRP: Empowering Courier Route Prediction in Food Delivery Service with Multi-Relational Graph. | Chang Liu, Huan Yan, Hongjie Sui, Haomin Wen, Yuan Yuan, Yuyang Han, Hongsen Liao, Xuetao Ding, Jinghua Hao, Yong Li |
| 2024 | KDD | Harvesting Efficient On-Demand Order Pooling from Skilled Couriers: Enhancing Graph Representation Learning for Refining Real-time Many-to-One Assignments. | Yile Liang, Jiuxia Zhao, Donghui Li, Jie Feng, Chen Zhang, Xuetao Ding, Jinghua Hao, Renqing He |
| 2023 | CIKM | Enhancing Dynamic On-demand Food Order Dispatching via Future-informed and Spatial-temporal Extended Decisions. | Yile Liang, Donghui Li, Jiuxia Zhao, Xuetao Ding, Huanjia Lian, Jinghua Hao, Renqing He |
| 2022 | ICML | Counterfactual Prediction for Outcome-Oriented Treatments. | Hao Zou, Bo Li, Jiangang Han, Shuiping Chen, Xuetao Ding, Peng Cui |
| 2020 | KDD | Delivery Scope: A New Way of Restaurant Retrieval for On-demand Food Delivery Service. | Xuetao Ding, Runfeng Zhang, Zhen Mao, Ke Xing, Fangxiao Du, Xingyu Liu, Guoxing Wei, Feifan Yin, Renqing He, Zhizhao Sun |
| 2014 | CIKM | User Interests Imbalance Exploration in Social Recommendation: A Fitness Adaptation. | Tianchun Wang, Xiaoming Jin, Xuetao Ding, Xiaojun Ye |
| 2013 | CIKM | Short text classification by detecting information path. | Shitao Zhang, Xiaoming Jin, Dou Shen, Bin Cao, Xuetao Ding, Xiaochen Zhang |
| 2013 | IJCAI | Celebrity Recommendation with Collaborative Social Topic Regression. | Xuetao Ding, Xiaoming Jin, Yujia Li, Lianghao Li |