Renqing He

30 papers A* 6A 2B 4Journal 13Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient Paths and Dense Rewards: Probabilistic Flow Reasoning for Large Language Models.
CoRR
Yan Liu, Feng Zhang, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Han Liu, Yangdong Deng
2026 J jnl
Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management.
CoRR
Weitao Ma, Xiaocheng Feng, Lei Huang, Xiachong Feng, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Bing Qin
2026 J jnl
From Absolute to Relative: Rethinking Reward Shaping in Group-Based Reinforcement Learning.
CoRR
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
2026 J jnl
GeoRA: Geometry-Aware Low-Rank Adaptation for RLVR.
CoRR
Jiaying Zhang, Lei Shi, Jiguo Li, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He
2026 J jnl
LTS-VoiceAgent: A Listen-Think-Speak Framework for Efficient Streaming Voice Interaction via Semantic Triggering and Incremental Reasoning.
CoRR
Wenhao Zou, Yuwei Miao, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Jingwen Xu
2026 J jnl
Long-term Task-oriented Agent: Proactive Long-term Intent Maintenance in Dynamic Environments.
CoRR
Qinglong Shi, Donghai Wang, Hantao Zhou, Jiguo Li, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He
2026 J jnl
Silence the Judge: Reinforcement Learning with Self-Verifier via Latent Geometric Clustering.
CoRR
Nonghai Zhang, Weitao Ma, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Jingwen Xu
2026 J jnl
State Rank Dynamics in Linear Attention LLMs.
CoRR
Ao Sun, Hongtao Zhang, Heng Zhou, Yixuan Ma, Yiran Qin, Tongrui Su, Yan Liu, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He
2026 J jnl
UserLM-R1: Modeling Human Reasoning in User Language Models with Multi-Reward Reinforcement Learning.
CoRR
Feng Zhang, Shijia Li, Chunmao Zhang, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Jingwen Xu, Han Liu
2025 J jnl
OutboundEval: A Dual-Dimensional Benchmark for Expert-Level Intelligent Outbound Evaluation of Xbench's Professional-Aligned Series.
CoRR
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
2024 A conf
Collaborative Scope: Encountering the Substitution Effect within the Delivery Scope in Online Food Delivery Platform.
CIKM
Yida Zhu, Liying Chen, Chen Zheng, Jia Shi, Daping Xiong, Zewen Huang, Shihao Ren, Shuiping Chen, Jinghua Hao, Renqing He
2024 A* conf
Harvesting Efficient On-Demand Order Pooling from Skilled Couriers: Enhancing Graph Representation Learning for Refining Real-time Many-to-One Assignments.
KDD
Yile Liang, Jiuxia Zhao, Donghui Li, Jie Feng, Chen Zhang, Xuetao Ding, Jinghua Hao, Renqing He
2024 J jnl
Harvesting Efficient On-Demand Order Pooling from Skilled Couriers: Enhancing Graph Representation Learning for Refining Real-time Many-to-One Assignments.
CoRR
Yile Liang, Jiuxia Zhao, Donghui Li, Jie Feng, Chen Zhang, Xuetao Ding, Jinghua Hao, Renqing He
2024 J jnl
Meituan's Real-Time Intelligent Dispatching Algorithms Build the World's Largest Minute-Level Delivery Network.
INFORMS J. Appl. Anal.
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
2023 A* conf
C-AOI: Contour-based Instance Segmentation for High-Quality Areas-of-Interest in Online Food Delivery Platform.
KDD
Yida Zhu, Liying Chen, Daping Xiong, Shuiping Chen, Fangxiao Du, Jinghua Hao, Renqing He, Zhizhao Sun
2023 A conf
Enhancing Dynamic On-demand Food Order Dispatching via Future-informed and Spatial-temporal Extended Decisions.
CIKM
Yile Liang, Donghui Li, Jiuxia Zhao, Xuetao Ding, Huanjia Lian, Jinghua Hao, Renqing He
2022 A* conf
A Framework for Multi-stage Bonus Allocation in Meal Delivery Platform.
KDD
Zhuolin Wu, Li Wang, Fangsheng Huang, Linjun Zhou, Yu Song, Chengpeng Ye, Pengyu Nie, Hao Ren, Jinghua Hao, Renqing He, Zhizhao Sun
2022 J jnl
A Framework for Multi-stage Bonus Allocation in meal delivery Platform.
CoRR
Zhuolin Wu, Li Wang, Fangsheng Huang, Linjun Zhou, Yu Song, Chengpeng Ye, Pengyu Nie, Hao Ren, Jinghua Hao, Renqing He, Zhizhao Sun
2022 A* conf
Applying Deep Learning Based Probabilistic Forecasting to Food Preparation Time for On-Demand Delivery Service.
KDD
Chengliang Gao, Fan Zhang, Yue Zhou, Ronggen Feng, Qiang Ru, Kaigui Bian, Renqing He, Zhizhao Sun
2022 — conf
Automatic generation of areas of interest using multimodal geospatial data from an on-demand food delivery platform (industrial paper).
SIGSPATIAL/GIS
Liying Chen, Daping Xiong, Shuiping Chen, Fangxiao Du, Renqing He, Zhizhao Sun
2022 — conf
Generating community road network from GPS trajectories via style transfer.
SIGSPATIAL/GIS
Jiawei Li, Linkun Lyu, Jia Shi, Jie Zhao, Junjie Xu, Jiuchong Gao, Renqing He, Zhizhao Sun
2022 — conf
Simultaneous detection of multiple areas-of-interest using geospatial data from an online food delivery platform (industrial paper).
SIGSPATIAL/GIS
Bingnan Li, Liying Chen, Daping Xiong, Shuiping Chen, Renqing He, Zhizhao Sun, Samsung Lim, Hai Jiang
2021 A* conf
A Deep Learning Method for Route and Time Prediction in Food Delivery Service.
KDD
Chengliang Gao, Fan Zhang, Guanqun Wu, Qiwan Hu, Qiang Ru, Jinghua Hao, Renqing He, Zhizhao Sun
2021 — conf
A Semantic Segmentation based POI Coordinates Generating Framework for On-demand Food Delivery Service.
SIGSPATIAL/GIS
Yatong Song, Jiawei Li, Liying Chen, Shuiping Chen, Renqing He, Zhizhao Sun
2021 — conf
Delay to Group in Food Delivery System: A Prediction Approach.
ICIC (2)
Yang Yu, Qingte Zhou, Shenglin Yi, Huan-yu Zheng, Shengyao Wang, Jinghua Hao, Renqing He, Zhizhao Sun
2020 B conf
A Hybrid Differential Evolution Algorithm for the Online Meal Delivery Problem.
CEC
Jing-Fang Chen, Shengyao Wang, Ling Wang, Jie Zheng, Ying Cha, Jinghua Hao, Renqing He, Zhizhao Sun
2020 B conf
A Two-stage Algorithm for Fuzzy Online Order Dispatching Problem.
CEC
Jie Zheng, Shengyao Wang, Ling Wang, Jingfang Chen, Li Wang, Jinghua Hao, Renqing He, Zhizhao Sun
2020 B conf
An Effective Iterated Greedy Algorithm for Online Route Planning Problem.
CEC
Xing Wang, Shengyao Wang, Ling Wang, Huan-yu Zheng, Jinghua Hao, Renqing He, Zhizhao Sun
2020 A* conf
Delivery Scope: A New Way of Restaurant Retrieval for On-demand Food Delivery Service.
KDD
Xuetao Ding, Runfeng Zhang, Zhen Mao, Ke Xing, Fangxiao Du, Xingyu Liu, Guoxing Wei, Feifan Yin, Renqing He, Zhizhao Sun
2020 B conf
Two Fast Heuristics for Online Order Dispatching.
CEC
Qingte Zhou, Huan-yu Zheng, Shengyao Wang, Jinghua Hao, Renqing He, Zhizhao Sun, Xing Wang, Ling Wang