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Zhihan Liu
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2020 – today
- 2024
- [j15]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: 1-8 (2024) - [c36]Nuoya Xiong, Zhihan Liu, Zhaoran Wang, Zhuoran Yang:
Sample-Efficient Multi-Agent RL: An Optimization Perspective. ICLR 2024 - [c35]Zhihan Liu, Hao Hu, Shenao Zhang, Hongyi Guo, Shuqi Ke, Boyi Liu, Zhaoran Wang:
Reason for Future, Act for Now: A Principled Architecture for Autonomous LLM Agents. ICML 2024 - [i13]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 abs/2402.16181 (2024) - [i12]Hongyi Guo, Zhihan Liu, Yufeng Zhang, Zhaoran Wang:
Can Large Language Models Play Games? A Case Study of A Self-Play Approach. CoRR abs/2403.05632 (2024) - [i11]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 abs/2405.16436 (2024) - [i10]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 abs/2406.10977 (2024) - [i9]Zhihan Liu, Yubo Chai, Jianfeng Li:
Towards Fully Autonomous Research Powered by LLMs: Case Study on Simulations. CoRR abs/2408.15512 (2024) - [i8]Ruijie Xu, Zhihan Liu, Yongfei Liu, Shipeng Yan, Zhaoran Wang, Zhi Zhang, Xuming He:
Just say what you want: only-prompting self-rewarding online preference optimization. CoRR abs/2409.17534 (2024) - 2023
- [j14]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): 937-954 (2023) - [j13]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: 1-10 (2023) - [c34]Wei Li, Xiang Li, Wanxin Liu, Zhihan Liu, Jing Jia, Jiayi Li:
X-ray Prohibited Items Recognition Based on Improved YOLOv5. WISA 2023: 26-38 - [c33]Wei Li, Xiang Li, Wanzheng Feng, Guanglu Jin, Zhihan Liu, Jing Jia:
Vulnerability Detection Based on Unified Code Property Graph. WISA 2023: 359-370 - [c32]Xiangxu Meng, Wei Li, Zheng Zhao, Zhihan Liu, Huiqiang Wang:
Hierarchical Contrastive Learning for CSI-Based Fingerprint Localization. ICANN (8) 2023: 306-318 - [c31]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: 457-468 - [c30]Zhenghai Xue, Zhenghao Peng, Quanyi Li, Zhihan Liu, Bolei Zhou:
Guarded Policy Optimization with Imperfect Online Demonstrations. ICLR 2023 - [c29]Zhihan Liu, Zhonglin Zhang:
An improved under-sampling algorithm based on density Peak clustering. MLNLP 2023: 204-208 - [c28]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 - [i7]Zhenghai Xue, Zhenghao Peng, Quanyi Li, Zhihan Liu, Bolei Zhou:
Guarded Policy Optimization with Imperfect Online Demonstrations. CoRR abs/2303.01728 (2023) - [i6]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 abs/2305.18258 (2023) - [i5]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 abs/2309.17382 (2023) - [i4]Nuoya Xiong, Zhihan Liu, Zhaoran Wang, Zhuoran Yang:
Sample-Efficient Multi-Agent RL: An Optimization Perspective. CoRR abs/2310.06243 (2023) - [i3]Saizhuo Wang, Zhihan Liu, Zhaoran Wang, Jian Guo:
A Principled Framework for Knowledge-enhanced Large Language Model. CoRR abs/2311.11135 (2023) - 2022
- [j12]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): 620-639 (2022) - [c27]Zhihan Liu, Miao Lu, Zhaoran Wang, Michael I. Jordan, Zhuoran Yang:
Welfare Maximization in Competitive Equilibrium: Reinforcement Learning for Markov Exchange Economy. ICML 2022: 13870-13911 - [c26]Zhihan Liu, Yufeng Zhang, Zuyue Fu, Zhuoran Yang, Zhaoran Wang:
Learning from Demonstration: Provably Efficient Adversarial Policy Imitation with Linear Function Approximation. ICML 2022: 14094-14138 - 2021
- [i2]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 abs/2108.08765 (2021) - 2020
- [j11]Guiyang Luo, Zhihan Liu, Jinglin Li, Fangchun Yang:
Understanding Cooperative Data Exchange Problem in Multi-Hop Wireless Network. IEEE Wirel. Commun. Lett. 9(12): 2054-2058 (2020)
2010 – 2019
- 2019
- [j10]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): 953-966 (2019) - [j9]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): 3235-3246 (2019) - [c25]Ruowen Gao, Zhihan Liu, Jinglin Li, Quan Yuan:
Cooperative Traffic Signal Control Based on Multi-agent Reinforcement Learning. BlockSys 2019: 787-793 - [c24]Jianping Yao, Canhui Zhong, Zhihan Liu, Jie Xu:
3D Trajectory Optimization for Secure UAV Communication with CoMP Reception. GLOBECOM 2019: 1-6 - [c23]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: 88-100 - [c22]Kaihui Chen, Zhihan Liu, Jinglin Li, Quan Yuan:
A Road Traffic Guidance Service Based on Deep Reinforcement Learning. IOV 2019: 353-360 - [i1]Jianping Yao, Canhui Zhong, Zhihan Liu, Jie Xu:
3D Trajectory Optimization for Secure UAV Communication with CoMP Reception. CoRR abs/1905.11147 (2019) - 2018
- [j8]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): 80-86 (2018) - [j7]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: 3907513:1-3907513:9 (2018) - [j6]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): 2011-2024 (2018) - [j5]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: 1287969:1-1287969:13 (2018) - [j4]Zhihan Liu, Xiaohui Zhao, Hui Liang:
Robust energy efficiency power allocation for relay-assisted uplink cognitive radio networks. Wirel. Networks 24(4): 1237-1250 (2018) - [c21]Zexin Yan, Zhihan Liu, Quan Yuan:
HESAVE: An Approach for Online Heuristic GPS Trajectory Sampling. IOV 2018: 193-207 - [c20]Shu Yang, Jinglin Li, Jie Wang, Zhihan Liu, Fangchun Yang:
Learning Urban Navigation via Value Iteration Network. Intelligent Vehicles Symposium 2018: 800-805 - 2017
- [j3]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) - [c19]Shu Yang, Jinglin Li, Zhihan Liu, Quan Yuan:
Relaying Message and Motivating Collaboration for VANET Data Service. SCC 2017: 52-59 - [c18]Shu Yang, Jinglin Li, Quan Yuan, Zhihan Liu:
Route-Oriented Participants Recruitment in Collaborative Crowdsensing. CollaborateCom 2017: 164-175 - [c17]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: 658-667 - [c16]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: 692-699 - [c15]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: 31-40 - [c14]Wenlong Zong, Zhihan Liu, Shu Yang, Quan Yuan, Fangchun Yang:
Multi-Task Oriented Participant Recruitment for Vehicular Crowdsensing. IOV 2017: 92-104 - [c13]Guiyang Luo, Jinglin Li, Zhihan Liu, Xiaofeng Tao, Fangchun Yang:
Physical Layer Security with Untrusted Relays in Wireless Cooperative Networks. WCNC 2017: 1-6 - 2016
- [j2]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): 88-107 (2016) - [j1]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: 5254141:1-5254141:10 (2016) - [c12]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: 475-482 - [c11]Quan Yuan, Jinglin Li, Zhihan Liu, Fangchun Yang:
Space and Time Constrained Data Offloading in Vehicular Networks. HPCC/SmartCity/DSS 2016: 398-405 - [c10]Xiaolu Zhu, Jinglin Li, Zhihan Liu, Fangchun Yang:
A Joint Grid Segmentation Based Affinity Propagation Clustering Method for Big Data. HPCC/SmartCity/DSS 2016: 1232-1233 - 2015
- [c9]Xiaolu Zhu, Jinglin Li, Zhihan Liu, Fangchun Yang:
Optimization Approach to Depot Location in Car Sharing Systems with Big Data. BigData Congress 2015: 335-342 - [c8]Quan Yuan, Zhihan Liu, Jinglin Li, Shu Yang, Fangchun Yang:
An Adaptive and Compressive Data Gathering Scheme in Vehicular Sensor Networks. ICPADS 2015: 207-215 - [c7]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: 25-36 - [c6]Shu Yang, Jinglin Li, Zhihan Liu, Shangguang Wang:
Managing Trust for Intelligence Vehicles: A Cluster Consensus Approach. IOV 2015: 210-220 - 2014
- [c5]Jiayuan Li, Jinglin Li, Zhihan Liu:
POC: An Optimization Strategy of EV Efficient Travelling. APSCC 2014: 42-47 - [c4]Mengyuan Xu, Zhihan Liu, Jinglin Li:
Tree-Structured Network Based Hierarchical Complex Event Processing in Wireless Sensor Networks. APSCC 2014: 185-190 - [c3]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: 390-397 - 2012
- [c2]Zhihan Liu, Yuhua Wang, Rongheng Lin:
A novel development and analysis solution to PaaS log by using CouchDB. IC-NIDC 2012: 251-255
2000 – 2009
- 2007
- [c1]Hua Liu, Zhihan Liu, Fangchun Yang, Jianyin Zhang:
Artificial Immune-based Feature Interaction Detection and Resolution for Next Generation Networks. ICFI 2007: 145-160
Coauthor Index
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