Zhihan Liu

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 52

Top Topics

Reinforcement Learning

Trajectory Data

Top Venues

IEEE Trans. Instrum. Meas.

Publications

Rui Zheng, Hongyi Guo, Zhihan Liu, Xiaoying Zhang, Yuanshun Yao, Xiaojun Xu, Zhaoran Wang, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang, Hang Li, Yang Liu
Toward Optimal LLM Alignments Using Two-Player Games. CoRR (2024)
Nuoya Xiong, Zhihan Liu, Zhaoran Wang, Zhuoran Yang
Sample-Efficient Multi-Agent RL: An Optimization Perspective. ICLR (2024)
Shenao Zhang, Sirui Zheng, Shuqi Ke, Zhihan Liu, Wanxin Jin, Jianbo Yuan, Yingxiang Yang, Hongxia Yang, Zhaoran Wang
How Can LLM Guide RL? A Value-Based Approach. CoRR (2024)
Yanjun Fu, Wenqiang Yang, Fuqing Ma, Guangyu Jiang, Zhihan Liu
Novel Calibration Method for the Refractive Parameters of Transparent Screens. IEEE Trans. Instrum. Meas. 73 (2024)
Hongyi Guo, Zhihan Liu, Yufeng Zhang, Zhaoran Wang
Can Large Language Models Play Games? A Case Study of A Self-Play Approach. CoRR (2024)
Zhihan Liu, Miao Lu, Shenao Zhang, Boyi Liu, Hongyi Guo, Yingxiang Yang, Jose H. Blanchet, Zhaoran Wang
Provably Mitigating Overoptimization in RLHF: Your SFT Loss is Implicitly an Adversarial Regularizer. CoRR (2024)
Zhihan Liu, Miao Lu, Wei Xiong, Han Zhong, Hao Hu, Shenao Zhang, Sirui Zheng, Zhuoran Yang, Zhaoran Wang
One Objective to Rule Them All: A Maximization Objective Fusing Estimation and Planning for Exploration. CoRR (2023)
Zhihan Liu, Zhonglin Zhang
An improved under-sampling algorithm based on density Peak clustering. MLNLP (2023)
Zhenghai Xue, Zhenghao Peng, Quanyi Li, Zhihan Liu, Bolei Zhou
Guarded Policy Optimization with Imperfect Online Demonstrations. ICLR (2023)
Yanjun Fu, Fuqing Ma, Guangyu Jiang, Yuhui Peng, Hewu Li, Zhihan Liu, Wenqiang Yang
A Novel Phase Measuring Deflectometry Method Using a Curved Screen. IEEE Trans. Instrum. Meas. 72 (2023)
Saizhuo Wang, Zhihan Liu, Zhaoran Wang, Jian Guo
A Principled Framework for Knowledge-enhanced Large Language Model. CoRR (2023)
Wei Li, Xiang Li, Wanzheng Feng, Guanglu Jin, Zhihan Liu, Jing Jia
Vulnerability Detection Based on Unified Code Property Graph. WISA (2023)
Nuoya Xiong, Zhihan Liu, Zhaoran Wang, Zhuoran Yang
Sample-Efficient Multi-Agent RL: An Optimization Perspective. CoRR (2023)
Xiangxu Meng, Wei Li, Zheng Zhao, Zhihan Liu, Huiqiang Wang
Hierarchical Contrastive Learning for CSI-Based Fingerprint Localization. ICANN (8) (2023)
Wei Li, Xiang Li, Wanxin Liu, Zhihan Liu, Jing Jia, Jiayi Li
X-ray Prohibited Items Recognition Based on Improved YOLOv5. WISA (2023)
Zhihan Liu, Miao Lu, Wei Xiong, Han Zhong, Hao Hu, Shenao Zhang, Sirui Zheng, Zhuoran Yang, Zhaoran Wang
Maximize to Explore: One Objective Function Fusing Estimation, Planning, and Exploration. NeurIPS (2023)
Xiangxu Meng, Wei Li, Zheng Zhao, Zhihan Liu, Guangsheng Feng, Huiqiang Wang
Detformer: Detect the Reliable Attention Index for Ultra-long Time Series Forecasting. ICIC (5) (2023)
Zhihan Liu, Xiang Li, Siqi Liu, Wei Li, Xiangxu Meng, Jing Jia
A Real-Time Pedestrian Social Distancing Risk Alert System for COVID-19. Comput. Syst. Sci. Eng. 47 (1) (2023)
Zhenghai Xue, Zhenghao Peng, Quanyi Li, Zhihan Liu, Bolei Zhou
Guarded Policy Optimization with Imperfect Online Demonstrations. CoRR (2023)
Zhihan Liu, Hao Hu, Shenao Zhang, Hongyi Guo, Shuqi Ke, Boyi Liu, Zhaoran Wang
Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency. CoRR (2023)
Hailiang Chen, Chuan Ai, Bin Chen, Yong Zhao, Kaisheng Lai, Lingnan He, Zhihan Liu
The research on propagation modeling and governance strategies of online rumors based on behavior-attitude. Internet Res. 32 (2) (2022)
Zhihan Liu, Yufeng Zhang, Zuyue Fu, Zhuoran Yang, Zhaoran Wang
Learning from Demonstration: Provably Efficient Adversarial Policy Imitation with Linear Function Approximation. ICML (2022)
Zhihan Liu, Miao Lu, Zhaoran Wang, Michael I. Jordan, Zhuoran Yang
Welfare Maximization in Competitive Equilibrium: Reinforcement Learning for Markov Exchange Economy. ICML (2022)
Zhihan Liu, Yufeng Zhang, Zuyue Fu, Zhuoran Yang, Zhaoran Wang
Provably Efficient Generative Adversarial Imitation Learning for Online and Offline Setting with Linear Function Approximation. CoRR (2021)
Guiyang Luo, Zhihan Liu, Jinglin Li, Fangchun Yang
Understanding Cooperative Data Exchange Problem in Multi-Hop Wireless Network. IEEE Wirel. Commun. Lett. 9 (12) (2020)
Xiao Wang, Quan Yuan, Zhihan Liu, Yushun Dong, Xiaojuan Wei, Jinglin Li
Learning Route Planning from Experienced Drivers Using Generalized Value Iteration Network. IOV (2019)
Jianping Yao, Canhui Zhong, Zhihan Liu, Jie Xu
3D Trajectory Optimization for Secure UAV Communication with CoMP Reception. CoRR (2019)
Ruowen Gao, Zhihan Liu, Jinglin Li, Quan Yuan
Cooperative Traffic Signal Control Based on Multi-agent Reinforcement Learning. BlockSys (2019)
Jianping Yao, Canhui Zhong, Zhihan Liu, Jie Xu
3D Trajectory Optimization for Secure UAV Communication with CoMP Reception. GLOBECOM (2019)
Quan Yuan, Haibo Zhou, Zhihan Liu, Jinglin Li, Fangchun Yang, Xuemin Shen
CESense: Cost-Effective Urban Environment Sensing in Vehicular Sensor Networks. IEEE Trans. Intell. Transp. Syst. 20 (9) (2019)
Kaihui Chen, Zhihan Liu, Jinglin Li, Quan Yuan
A Road Traffic Guidance Service Based on Deep Reinforcement Learning. IOV (2019)
Jinglin Li, Guiyang Luo, Nan Cheng, Quan Yuan, Zhiheng Wu, Shang Gao, Zhihan Liu
An End-to-End Load Balancer Based on Deep Learning for Vehicular Network Traffic Control. IEEE Internet Things J. 6 (1) (2019)
Zhihan Liu, Yi Jia, Xiaolu Zhu
Deployment Strategy for Car-Sharing Depots by Clustering Urban Traffic Big Data Based on Affinity Propagation. Sci. Program. 2018 (2018)
Shu Yang, Jinglin Li, Jie Wang, Zhihan Liu, Fangchun Yang
Learning Urban Navigation via Value Iteration Network. Intelligent Vehicles Symposium (2018)
Shu Yang, Jinglin Li, Quan Yuan, Zhihan Liu, Fangchun Yang
Message Relaying and Collaboration Motivating for Mobile Crowdsensing Service: An Edge-Assisted Approach. Wirel. Commun. Mob. Comput. 2018 (2018)
Quan Yuan, Haibo Zhou, Jinglin Li, Zhihan Liu, Fangchun Yang, Xuemin Sherman Shen
Toward Efficient Content Delivery for Automated Driving Services: An Edge Computing Solution. IEEE Netw. 32 (1) (2018)
Zexin Yan, Zhihan Liu, Quan Yuan
HESAVE: An Approach for Online Heuristic GPS Trajectory Sampling. IOV (2018)
Guiyang Luo, Jinglin Li, Lin Zhang, Quan Yuan, Zhihan Liu, Fangchun Yang
sdnMAC: A Software-Defined Network Inspired MAC Protocol for Cooperative Safety in VANETs. IEEE Trans. Intell. Transp. Syst. 19 (6) (2018)
Zhihan Liu, Xiaohui Zhao, Hui Liang
Robust energy efficiency power allocation for relay-assisted uplink cognitive radio networks. Wirel. Networks 24 (4) (2018)
Guiyang Luo, Jinglin Li, Zhihan Liu, Xiaofeng Tao, Fangchun Yang
Physical Layer Security with Untrusted Relays in Wireless Cooperative Networks. WCNC (2017)
Zigui Jiang, Rongheng Lin, Fangchun Yang, Zhihan Liu, Qiqi Zhang
Comparing Electricity Consumer Categories Based on Load Pattern Clustering with Their Natural Types. ICA3PP (2017)
Xintong Wang, Zhihan Liu, Yi Jia
A Rush-Hour Vehicles Scheduling Strategy in Online Car-Sharing System Based on Urban Trajectory Data Analysis. IOV (2017)
Xiaolu Zhu, Jinglin Li, Zhihan Liu, Fangchun Yang
Learning Transportation Mode Choice for Context-Aware Services with Directed-Graph-Guided Fused Lasso from GPS Trajectory Data. ICWS (2017)
Wenlong Zong, Zhihan Liu, Shu Yang, Quan Yuan, Fangchun Yang
Multi-Task Oriented Participant Recruitment for Vehicular Crowdsensing. IOV (2017)
Shu Yang, Jinglin Li, Zhihan Liu, Quan Yuan
Relaying Message and Motivating Collaboration for VANET Data Service. SCC (2017)
Shu Yang, Jinglin Li, Quan Yuan, Zhihan Liu
Route-Oriented Participants Recruitment in Collaborative Crowdsensing. CollaborateCom (2017)
Xiaolu Zhu, Jinglin Li, Zhihan Liu, Fangchun Yang
Location deployment of depots and resource relocation for connected car-sharing systems through mobile edge computing. Int. J. Distributed Sens. Networks 13 (6) (2017)
Quan Yuan, Jinglin Li, Zhihan Liu, Fangchun Yang
Space and Time Constrained Data Offloading in Vehicular Networks. HPCC/SmartCity/DSS (2016)
Xiaolu Zhu, Jinglin Li, Zhihan Liu, Fangchun Yang
A Joint Grid Segmentation Based Affinity Propagation Clustering Method for Big Data. HPCC/SmartCity/DSS (2016)
Junming Zhang, Jinglin Li, Zhihan Liu, Quan Yuan, Fangchun Yang
Moving Objects Gathering Patterns Retrieving based on Spatio-Temporal Graph. Int. J. Web Serv. Res. 13 (3) (2016)
Shu Yang, Zhihan Liu, Jinglin Li, Shangguang Wang, Fangchun Yang
Anomaly Detection for Internet of Vehicles: A Trust Management Scheme with Affinity Propagation. Mob. Inf. Syst. 2016 (2016)
Xiaolu Zhu, Jinglin Li, Zhihan Liu, Shangguang Wang, Fangchun Yang
Learning Transportation Annotated Mobility Profiles from GPS Data for Context-Aware Mobile Services. SCC (2016)
Hongman Wang, Zhaohan Li, Xiaolu Zhu, Zhihan Liu
A Full Service Model for Vehicle Scheduling in One-Way Electric Vehicle Car-Sharing Systems. IOV (2015)
Shu Yang, Jinglin Li, Zhihan Liu, Shangguang Wang
Managing Trust for Intelligence Vehicles: A Cluster Consensus Approach. IOV (2015)
Quan Yuan, Zhihan Liu, Jinglin Li, Shu Yang, Fangchun Yang
An Adaptive and Compressive Data Gathering Scheme in Vehicular Sensor Networks. ICPADS (2015)
Xiaolu Zhu, Jinglin Li, Zhihan Liu, Fangchun Yang
Optimization Approach to Depot Location in Car Sharing Systems with Big Data. BigData Congress (2015)
Mengyuan Xu, Zhihan Liu, Jinglin Li
Tree-Structured Network Based Hierarchical Complex Event Processing in Wireless Sensor Networks. APSCC (2014)
Jiayuan Li, Jinglin Li, Zhihan Liu
POC: An Optimization Strategy of EV Efficient Travelling. APSCC (2014)
Junming Zhang, Jinglin Li, Shangguang Wang, Zhihan Liu, Quan Yuan, Fangchun Yang
On Retrieving Moving Objects Gathering Patterns from Trajectory Data via Spatio-temporal Graph. BigData Congress (2014)
Zhihan Liu, Yuhua Wang, Rongheng Lin
A novel development and analysis solution to PaaS log by using CouchDB. IC-NIDC (2012)
Hua Liu, Zhihan Liu, Fangchun Yang, Jianyin Zhang
Artificial Immune-based Feature Interaction Detection and Resolution for Next Generation Networks. ICFI (2007)