Renqing He

According to our database, Renqing He authored at least 31 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Hidden States Know Where Reasoning Diverges: Credit Assignment via Span-Level Wasserstein Distance.

Xinzhu Chen, Wei He, Huichuan Fan, Wenzhe Niu, Zhongxiang Sun, Xuanru Wang, Jiuchong Gao, Jinghua Hao, Renqing He, Weijie Yu

CoRR, April, 2026

MUSE: Multi-Domain Chinese User Simulation via Self-Evolving Profiles and Rubric-Guided Alignment.

Zihao Liu, Hantao Zhou, Jiguo Li, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Peng Wang

CoRR, April, 2026

State Rank Dynamics in Linear Attention LLMs.

Ao Sun, Hongtao Zhang, Heng Zhou, Yixuan Ma, Yiran Qin, Tongrui Su, Yan Liu, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He

CoRR, February, 2026

From Absolute to Relative: Rethinking Reward Shaping in Group-Based Reinforcement Learning.

Wenzhe Niu, Wei He, Zongxia Xie, Jinpeng Ou, Huichuan Fan, Yuchen Ge, Yanru Sun, Ziyin Wang, Yizhao Sun, Chengshun Shi, Jiuchong Gao, Jinghua Hao, Renqing He

CoRR, January, 2026

LTS-VoiceAgent: A Listen-Think-Speak Framework for Efficient Streaming Voice Interaction via Semantic Triggering and Incremental Reasoning.

Wenhao Zou, Yuwei Miao, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Jingwen Xu

CoRR, January, 2026

Long-term Task-oriented Agent: Proactive Long-term Intent Maintenance in Dynamic Environments.

Qinglong Shi, Donghai Wang, Hantao Zhou, Jiguo Li, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He

CoRR, January, 2026

GeoRA: Geometry-Aware Low-Rank Adaptation for RLVR.

Jiaying Zhang, Lei Shi, Jiguo Li, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He

CoRR, January, 2026

Efficient Paths and Dense Rewards: Probabilistic Flow Reasoning for Large Language Models.

Yan Liu, Feng Zhang, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Han Liu, Yangdong Deng

CoRR, January, 2026

UserLM-R1: Modeling Human Reasoning in User Language Models with Multi-Reward Reinforcement Learning.

Feng Zhang, Shijia Li, Chunmao Zhang, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Jingwen Xu, Han Liu

CoRR, January, 2026

Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management.

Weitao Ma, Xiaocheng Feng, Lei Huang, Xiachong Feng, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Bing Qin

CoRR, January, 2026

Silence the Judge: Reinforcement Learning with Self-Verifier via Latent Geometric Clustering.

Nonghai Zhang, Weitao Ma, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Jingwen Xu

CoRR, January, 2026

2025

OutboundEval: A Dual-Dimensional Benchmark for Expert-Level Intelligent Outbound Evaluation of Xbench's Professional-Aligned Series.

Pengyu Xu, Shijia Li, Ao Sun, Feng Zhang, Yahan Li, Bo Wu, Zhanyu Ma, Jiguo Li, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Rui Wang, Yang Liu, Xiaobo Hu, Fan Yang, Jia Zheng, Guanghua Yao

CoRR, October, 2025

2024

Meituan's Real-Time Intelligent Dispatching Algorithms Build the World's Largest Minute-Level Delivery Network.

Yile Liang, Haocheng Luo, Haining Duan, Donghui Li, Hongsen Liao, Jie Feng, Jiuxia Zhao, Hao Ren, Xuetao Ding, Ying Cha, Qingte Zhou, Chenqi Situ, Jinghua Hao, Ke Xing, Feifan Yin, Renqing He, Yang Sun, Yueqiang Zheng, Yipeng Feng, Zhizhao Sun, Jingfang Chen, Jie Zheng, Ling Wang

INFORMS J. Appl. Anal., 2024

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

CoRR, 2024

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

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Collaborative Scope: Encountering the Substitution Effect within the Delivery Scope in Online Food Delivery Platform.

Yida Zhu, Liying Chen, Chen Zheng, Jia Shi, Daping Xiong, Zewen Huang, Shihao Ren, Shuiping Chen, Jinghua Hao, Renqing He

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

C-AOI: Contour-based Instance Segmentation for High-Quality Areas-of-Interest in Online Food Delivery Platform.

Yida Zhu, Liying Chen, Daping Xiong, Shuiping Chen, Fangxiao Du, Jinghua Hao, Renqing He, Zhizhao Sun

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

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

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

A Framework for Multi-stage Bonus Allocation in Meal Delivery Platform.

Zhuolin Wu, Li Wang, Fangsheng Huang, Linjun Zhou, Yu Song, Chengpeng Ye, Pengyu Nie, Hao Ren, Jinghua Hao, Renqing He, Zhizhao Sun

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Applying Deep Learning Based Probabilistic Forecasting to Food Preparation Time for On-Demand Delivery Service.

Chengliang Gao, Fan Zhang, Yue Zhou, Ronggen Feng, Qiang Ru, Kaigui Bian, Renqing He, Zhizhao Sun

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Generating community road network from GPS trajectories via style transfer.

Jiawei Li, Linkun Lyu, Jia Shi, Jie Zhao, Junjie Xu, Jiuchong Gao, Renqing He, Zhizhao Sun

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

Simultaneous detection of multiple areas-of-interest using geospatial data from an online food delivery platform (industrial paper).

Bingnan Li, Liying Chen, Daping Xiong, Shuiping Chen, Renqing He, Zhizhao Sun, Samsung Lim, Hai Jiang

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

Automatic generation of areas of interest using multimodal geospatial data from an on-demand food delivery platform (industrial paper).

Liying Chen, Daping Xiong, Shuiping Chen, Fangxiao Du, Renqing He, Zhizhao Sun

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

2021

A Deep Learning Method for Route and Time Prediction in Food Delivery Service.

Chengliang Gao, Fan Zhang, Guanqun Wu, Qiwan Hu, Qiang Ru, Jinghua Hao, Renqing He, Zhizhao Sun

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Delay to Group in Food Delivery System: A Prediction Approach.

Yang Yu, Qingte Zhou, Shenglin Yi, Huan-yu Zheng, Shengyao Wang, Jinghua Hao, Renqing He, Zhizhao Sun

Proceedings of the Intelligent Computing Theories and Application, 2021

A Semantic Segmentation based POI Coordinates Generating Framework for On-demand Food Delivery Service.

Yatong Song, Jiawei Li, Liying Chen, Shuiping Chen, Renqing He, Zhizhao Sun

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

2020

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

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Two Fast Heuristics for Online Order Dispatching.

Qingte Zhou, Huan-yu Zheng, Shengyao Wang, Jinghua Hao, Renqing He, Zhizhao Sun, Xing Wang, Ling Wang

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

A Two-stage Algorithm for Fuzzy Online Order Dispatching Problem.

Jie Zheng, Shengyao Wang, Ling Wang, Jingfang Chen, Li Wang, Jinghua Hao, Renqing He, Zhizhao Sun

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

An Effective Iterated Greedy Algorithm for Online Route Planning Problem.

Xing Wang, Shengyao Wang, Ling Wang, Huan-yu Zheng, Jinghua Hao, Renqing He, Zhizhao Sun

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

A Hybrid Differential Evolution Algorithm for the Online Meal Delivery Problem.

Jing-Fang Chen, Shengyao Wang, Ling Wang, Jie Zheng, Ying Cha, Jinghua Hao, Renqing He, Zhizhao Sun

Proceedings of the IEEE Congress on Evolutionary Computation, 2020