Hongyi Zhou - RankMe

76 papers A* 7A 4Misc 3Journal 60Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Difference-in-Difference Approach to Detecting AI-Generated Images. CoRR Xinyi Qi, Kai Ye, Chengchun Shi, Ying Yang, Hongyi Zhou, Jin Zhu
2026	J	`jnl`	AgentIF-OneDay: A Task-level Instruction-Following Benchmark for General AI Agents in Daily Scenarios. CoRR Kaiyuan Chen, Qimin Wu, Taiyu Hou, Tianhao Tang, Xueyu Hu, Yuchen Hou, Bikun Li, Chengming Qian, Guoyin Wang, Haolin Chen, Haotong Tian, Haoye Zhang, Haoyu Bian, Hongbing Pan, Hongkang Zhang, Hongyi Zhou, Jiaqi Cai, Jiewu Rao, Jiyuan Ren, Keduan Huang, Lucia Zhu Huang, Mingyu Yuan, Naixu Guo, Qicheng Tang, Qinyan Zhang, Shuai Chen, Siheng Chen, Ting Ting Li, Xiaoxing Guo, Yaocheng Zuo, Yaoqi Guo, Yinan Wang, Yinzhou Yu, Yize Wang, Yuan Jiang, Yuan Tian, Yuanshuo Zhang, Yuxuan Liu, Yvette Yan Zeng, Zenyu Shan, Zihan Yin, Xiaobo Hu, Yang Liu, Yixin Ren, Yuan Gong
2026	J	`jnl`	Demystifying Group Relative Policy Optimization: Its Policy Gradient is a U-Statistic. CoRR Hongyi Zhou, Kai Ye, Erhan Xu, Jin Zhu, Ying Yang, Shijin Gong, Chengchun Shi
2026	J	`jnl`	Detecting LLM-Generated Text with Performance Guarantees. CoRR Hongyi Zhou, Jin Zhu, Ying Yang, Chengchun Shi
2026	J	`jnl`	GlueFinder: A Data-Driven Framework for the Rational Discovery of Molecular Glues. J. Chem. Inf. Model. Jeffrey Skolnick, Bharath Srinivasan, Hongyi Zhou
2026	A*	`conf`	HyperGLLM: An Efficient Framework for Endpoint Threat Detection via Hypergraph-Enhanced Large Language Models. AAAI Hongyi Zhou, Jianfeng Pan, Min Peng, Shaomang Huang, Hanzhong Zheng
2026	J	`jnl`	Learn-to-Distance: Distance Learning for Detecting LLM-Generated Text. CoRR Hongyi Zhou, Jin Zhu, Erhan Xu, Kai Ye, Ying Yang, Chengchun Shi
2026	J	`jnl`	MENDELSEEK: An algorithm that predicts mendelian genes and elucidates what makes them special. PLoS Comput. Biol. Hongyi Zhou, Brice Edelman, Jeffrey Skolnick
2025	J	`jnl`	A conditional distribution function-based measure for independence and K-sample tests in multivariate data. J. Multivar. Anal. Li Wang, Hongyi Zhou, Weidong Ma, Ying Yang
2025	—	`conf`	AIGC: From Statistical Methods to Cognitive Applications: Technological Evolution and Current Challenges. ICCSIT Hongyi Zhou, Biqing Zeng
2025	J	`jnl`	AdaDetectGPT: Adaptive Detection of LLM-Generated Text with Statistical Guarantees. CoRR Hongyi Zhou, Jin Zhu, Pingfan Su, Kai Ye, Ying Yang, Shakeel A O. B. Gavioli-Akilagun, Chengchun Shi
2025	J	`jnl`	BEAST: Efficient Tokenization of B-Splines Encoded Action Sequences for Imitation Learning. CoRR Hongyi Zhou, Weiran Liao, Xi Huang, Yucheng Tang, Fabian Otto, Xiaogang Jia, Xinkai Jiang, Simon Hilber, Ge Li, Qian Wang, Ömer Erdinç Yagmurlu, Nils Blank, Moritz Reuss, Rudolf Lioutikov
2025	A*	`conf`	Balancing Interference and Correlation in Spatial Experimental Designs: A Causal Graph Cut Approach. ICML Jin Zhu, Jingyi Li, Hongyi Zhou, Yinan Lin, Zhenhua Lin, Chengchun Shi
2025	J	`jnl`	Balancing Interference and Correlation in Spatial Experimental Designs: A Causal Graph Cut Approach. CoRR Zhu Jin, Jingyi Li, Hongyi Zhou, Yinan Lin, Zhenhua Lin, Chengchun Shi
2025	J	`jnl`	Chunking the Critic: A Transformer-based Soft Actor-Critic with N-Step Returns. CoRR Dong Tian, Ge Li, Hongyi Zhou, Onur Celik, Gerhard Neumann
2025	A*	`conf`	Demystifying the Paradox of Importance Sampling with an Estimated History-Dependent Behavior Policy in Off-Policy Evaluation. ICML Hongyi Zhou, Josiah P. Hanna, Jin Zhu, Ying Yang, Chengchun Shi
2025	J	`jnl`	Demystifying the Paradox of Importance Sampling with an Estimated History-Dependent Behavior Policy in Off-Policy Evaluation. CoRR Hongyi Zhou, Josiah P. Hanna, Jin Zhu, Ying Yang, Chengchun Shi
2025	J	`jnl`	Doubly Robust Alignment for Large Language Models. CoRR Erhan Xu, Kai Ye, Hongyi Zhou, Luhan Zhu, Francesco Quinzan, Chengchun Shi
2025	J	`jnl`	Entabolons: How Metabolites Modify the Biochemical Function of Proteins and Cause the Correlated Behavior of Proteins in Pathways. J. Chem. Inf. Model. Jeffrey Skolnick, Bharath Srinivasan, Samuel Skolnick, Brice Edelman, Hongyi Zhou
2025	J	`jnl`	FLOWER: Democratizing Generalist Robot Policies with Efficient Vision-Language-Action Flow Policies. CoRR Moritz Reuss, Hongyi Zhou, Marcel Rühle, Ömer Erdinç Yagmurlu, Fabian Otto, Rudolf Lioutikov
2025	J	`jnl`	Finite Sample Analyses for Continuous-time Linear Systems: System Identification and Online Control. CoRR Hongyi Zhou, Jingwei Li, Jingzhao Zhang
2025	J	`jnl`	From spark to suppression: An overview of wildfire monitoring, progression prediction, and extinguishing techniques. Int. J. Appl. Earth Obs. Geoinformation Guangqing Zhai, Longhui Dou, Yifan Gu, Hongyi Zhou, Lele Feng, Liangliang Jiang, Jie Dong, Jiaxuan Sun, Haidong Li
2025	J	`jnl`	IRIS: An Immersive Robot Interaction System. CoRR Xinkai Jiang, Qihao Yuan, Enes Ulas Dincer, Hongyi Zhou, Ge Li, Xueyin Li, Julius Haag, Nicolas Schreiber, Kailai Li, Gerhard Neumann, Rudolf Lioutikov
2025	J	`jnl`	MoRe-ERL: Learning Motion Residuals using Episodic Reinforcement Learning. CoRR Xi Huang, Hongyi Zhou, Ge Li, Yucheng Tang, Weiran Liao, Björn Hein, Tamim Asfour, Rudolf Lioutikov
2025	J	`jnl`	MonoMobility: Zero-Shot 3D Mobility Analysis from Monocular Videos. CoRR Hongyi Zhou, Xiaogang Wang, Yulan Guo, Kai Xu
2025	J	`jnl`	PointMapPolicy: Structured Point Cloud Processing for Multi-Modal Imitation Learning. CoRR Xiaogang Jia, Qian Wang, Anrui Wang, Han A. Wang, Balázs Gyenes, Emiliyan Gospodinov, Xinkai Jiang, Ge Li, Hongyi Zhou, Weiran Liao, Xi Huang, Maximilian Beck, Moritz Reuss, Rudolf Lioutikov, Gerhard Neumann
2025	J	`jnl`	Robust Reinforcement Learning from Human Feedback for Large Language Models Fine-Tuning. CoRR Kai Ye, Hongyi Zhou, Jin Zhu, Francesco Quinzan, Chengchun Shi
2025	A*	`conf`	TOP-ERL: Transformer-based Off-Policy Episodic Reinforcement Learning. ICLR Ge Li, Dong Tian, Hongyi Zhou, Xinkai Jiang, Rudolf Lioutikov, Gerhard Neumann
2025	J	`jnl`	Towards Fusing Point Cloud and Visual Representations for Imitation Learning. CoRR Atalay Donat, Xiaogang Jia, Xi Huang, Aleksandar Taranovic, Denis Blessing, Ge Li, Hongyi Zhou, Hanyi Zhang, Rudolf Lioutikov, Gerhard Neumann
2025	J	`jnl`	Uniform-in-time weak propagation of chaos for consensus-based optimization. CoRR Erhan Bayraktar, Ibrahim Ekren, Hongyi Zhou
2025	J	`jnl`	X-IL: Exploring the Design Space of Imitation Learning Policies. CoRR Xiaogang Jia, Atalay Donat, Xi Huang, Xuan Zhao, Denis Blessing, Hongyi Zhou, Han A. Wang, Hanyi Zhang, Qian Wang, Rudolf Lioutikov, Gerhard Neumann
2024	A*	`conf`	A Retrospective on the Robot Air Hockey Challenge: Benchmarking Robust, Reliable, and Safe Learning Techniques for Real-world Robotics. NeurIPS Puze Liu, Jonas Günster, Niklas Funk, Simon Gröger, Dong Chen, Haitham Bou-Ammar, Julius Jankowski, Ante Maric, Sylvain Calinon, Andrej Orsula, Miguel S. Olivares-Méndez, Hongyi Zhou, Rudolf Lioutikov, Gerhard Neumann, Amarildo Likmeta, Amirhossein Zhalehmehrabi, Thomas Bonenfant, Marcello Restelli, Davide Tateo, Ziyuan Liu, Jan R. Peters
2024	J	`jnl`	A Retrospective on the Robot Air Hockey Challenge: Benchmarking Robust, Reliable, and Safe Learning Techniques for Real-world Robotics. CoRR Puze Liu, Jonas Guenster, Niklas Funk, Simon Gröger, Dong Chen, Haitham Bou-Ammar, Julius Jankowski, Ante Maric, Sylvain Calinon, Andrej Orsula, Miguel S. Olivares-Méndez, Hongyi Zhou, Rudolf Lioutikov, Gerhard Neumann, Amarildo Likmeta, Amirhossein Zhalehmehrabi, Thomas Bonenfant, Marcello Restelli, Davide Tateo, Ziyuan Liu, Jan Peters
2024	J	`jnl`	BMP: Bridging the Gap between B-Spline and Movement Primitives. CoRR Weiran Liao, Ge Li, Hongyi Zhou, Rudolf Lioutikov, Gerhard Neumann
2024	J	`jnl`	HIRO: Heuristics Informed Robot Online Path Planning Using Pre-computed Deterministic Roadmaps. CoRR Xi Huang, Gergely Sóti, Hongyi Zhou, Christoph Ledermann, Björn Hein, Torsten Kröger
2024	J	`jnl`	LVIF: a lightweight tightly coupled stereo-inertial SLAM with fisheye camera. Complex Intell. Syst. Hongwei Zhu, Guobao Zhang, Zhiqi Ye, Hongyi Zhou
2024	J	`jnl`	MaIL: Improving Imitation Learning with Mamba. CoRR Xiaogang Jia, Qian Wang, Atalay Donat, Bowen Xing, Ge Li, Hongyi Zhou, Onur Celik, Denis Blessing, Rudolf Lioutikov, Gerhard Neumann
2024	Misc	`conf`	MaIL: Improving Imitation Learning with Selective State Space Models. CoRL Xiaogang Jia, Qian Wang, Atalay Donat, Bowen Xing, Ge Li, Hongyi Zhou, Onur Celik, Denis Blessing, Rudolf Lioutikov, Gerhard Neumann
2024	A*	`conf`	Open the Black Box: Step-based Policy Updates for Temporally-Correlated Episodic Reinforcement Learning. ICLR Ge Li, Hongyi Zhou, Dominik Roth, Serge Thilges, Fabian Otto, Rudolf Lioutikov, Gerhard Neumann
2024	J	`jnl`	Open the Black Box: Step-based Policy Updates for Temporally-Correlated Episodic Reinforcement Learning. CoRR Ge Li, Hongyi Zhou, Dominik Roth, Serge Thilges, Fabian Otto, Rudolf Lioutikov, Gerhard Neumann
2024	J	`jnl`	Real-time seedless post-processing for quantum random number generators. IET Quantum Commun. Qian Li, Hongyi Zhou
2024	J	`jnl`	TOP-ERL: Transformer-based Off-Policy Episodic Reinforcement Learning. CoRR Ge Li, Dong Tian, Hongyi Zhou, Xinkai Jiang, Rudolf Lioutikov, Gerhard Neumann
2024	A*	`conf`	Variational Distillation of Diffusion Policies into Mixture of Experts. NeurIPS Hongyi Zhou, Denis Blessing, Ge Li, Onur Celik, Xiaogang Jia, Gerhard Neumann, Rudolf Lioutikov
2024	J	`jnl`	Variational Distillation of Diffusion Policies into Mixture of Experts. CoRR Hongyi Zhou, Denis Blessing, Ge Li, Onur Celik, Xiaogang Jia, Gerhard Neumann, Rudolf Lioutikov
2023	J	`jnl`	MP3: Movement Primitive-Based (Re-)Planning Policy. CoRR Fabian Otto, Hongyi Zhou, Onur Celik, Ge Li, Rudolf Lioutikov, Gerhard Neumann
2023	J	`jnl`	Quantifying the Dissipation Enhancement of Cellular Flows. SIAM J. Math. Anal. Gautam Iyer, Hongyi Zhou
2022	Misc	`conf`	Deep Black-Box Reinforcement Learning with Movement Primitives. CoRL Fabian Otto, Onur Celik, Hongyi Zhou, Hanna Ziesche, Ngo Anh Vien, Gerhard Neumann
2022	J	`jnl`	Deep Black-Box Reinforcement Learning with Movement Primitives. CoRR Fabian Otto, Onur Celik, Hongyi Zhou, Hanna Ziesche, Ngo Anh Vien, Gerhard Neumann
2022	A	`conf`	HIRO: Heuristics Informed Robot Online Path Planning Using Pre-computed Deterministic Roadmaps. IROS Xi Huang, Gergely Sóti, Hongyi Zhou, Christoph Ledermann, Björn Hein, Torsten Kröger
2022	J	`jnl`	Quantum Network: Security Assessment and Key Management. IEEE/ACM Trans. Netw. Hongyi Zhou, Kefan Lv, Longbo Huang, Xiongfeng Ma
2021	J	`jnl`	AlphaFold 2: Why It Works and Its Implications for Understanding the Relationships of Protein Sequence, Structure, and Function. J. Chem. Inf. Model. Jeffrey Skolnick, Mu Gao, Hongyi Zhou, Suresh Singh
2021	J	`jnl`	FRAGSITE: A Fragment-Based Approach for Virtual Ligand Screening. J. Chem. Inf. Model. Hongyi Zhou, Hongnan Cao, Jeffrey Skolnick
2020	J	`jnl`	GroupTracer: Automatic Attacker TTP Profile Extraction and Group Cluster in Internet of Things. Secur. Commun. Networks Yixin Wu, Cheng Huang, Xing Zhang, Hongyi Zhou
2020	A	`conf`	MAPPER: Multi-Agent Path Planning with Evolutionary Reinforcement Learning in Mixed Dynamic Environments. IROS Zuxin Liu, Baiming Chen, Hongyi Zhou, Guru Koushik, Martial Hebert, Ding Zhao
2020	J	`jnl`	MAPPER: Multi-Agent Path Planning with Evolutionary Reinforcement Learning in Mixed Dynamic Environments. CoRR Zuxin Liu, Baiming Chen, Hongyi Zhou, Guru Koushik, Martial Hebert, Ding Zhao
2020	J	`jnl`	Performance Optimization on Practical Quantum Random Number Generators: Modification on Min-entropy Evaluation and Acceleration on Post Processing. CoRR Zehao Zhao, Xiongfeng Ma, Hongyi Zhou
2020	J	`jnl`	Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method. CoRR Zuxin Liu, Hongyi Zhou, Baiming Chen, Sicheng Zhong, Martial Hebert, Ding Zhao
2019	J	`jnl`	Security assessment and key management in a quantum network. CoRR Hongyi Zhou, Kefan Lv, Longbo Huang, Xiongfeng Ma
2018	J	`jnl`	A loss prevention methodology for catering industry based on operation data analysis. Clust. Comput. Qindong Sun, Yimin Qiao, Hongyi Zhou, Jiamin Wang, Nan Wang
2018	J	`jnl`	FINDSITEcomb2.0: A New Approach for Virtual Ligand Screening of Proteins and Virtual Target Screening of Biomolecules. J. Chem. Inf. Model. Hongyi Zhou, Hongnan Cao, Jeffrey Skolnick
2018	J	`jnl`	Local spatial obesity analysis and estimation using online social network sensors. J. Biomed. Informatics Qindong Sun, Nan Wang, Shancang Li, Hongyi Zhou
2016	J	`jnl`	A knowledge-based approach for predicting gene-disease associations. Bioinform. Hongyi Zhou, Jeffrey Skolnick
2016	J	`jnl`	Experimental measurement-device-independent quantum random number generation. CoRR You-Qi Nie, Jian-Yu Guan, Hongyi Zhou, Qiang Zhang, Xiongfeng Ma, Jun Zhang, Jian-Wei Pan
2016	J	`jnl`	Fully integrated 3.2 Gbps quantum random number generator with real-time extraction. CoRR Xiaoguang Zhang, You-Qi Nie, Hongyi Zhou, Hao Liang, Xiongfeng Ma, Jun Zhang, Jian-Wei Pan
2014	J	`jnl`	Experimental validation of FINDSITEcomb virtual ligand screening results for eight proteins yields novel nanomolar and micromolar binders. J. Cheminformatics Bharath Srinivasan, Hongyi Zhou, Julia Kubanek, Jeffrey Skolnick
2013	J	`jnl`	FINDSITE J. Chem. Inf. Model. Hongyi Zhou, Jeffrey Skolnick
2010	J	`jnl`	PSiFR: an integrated resource for prediction of protein structure and function. Bioinform. Shashi Bhushan Pandit, Michal Brylinski, Hongyi Zhou, Mu Gao, Adrian K. Arakaki, Jeffrey Skolnick
2005	J	`jnl`	SPEM: improving multiple sequence alignment with sequence profiles and predicted secondary structures. Bioinform. Hongyi Zhou, Yaoqi Zhou
2005	J	`jnl`	Web-based toolkits for topology prediction of transmembrane helical proteins, fold recognition, structure and binding scoring, folding-kinetics analysis and comparative analysis of domain combinations. Nucleic Acids Res. Hongyi Zhou, Chi Zhang, Song Liu, Yaoqi Zhou
1997	Misc	`conf`	LDA - Scalable, Off-Line Multiprocessor Scheduling for Real-Tune Systems. PDPTA Hongyi Zhou, Karsten Schwan
1992	—	`conf`	Building Families of Object-Based Multiprocessor Kernels. IPPS Karsten Schwan, Ahmed Gheith, Hongyi Zhou
1992	J	`jnl`	Dynamic Scheduling of Hard Real-Time Tasks and Real-Time Threads. IEEE Trans. Software Eng. Karsten Schwan, Hongyi Zhou
1992	J	`jnl`	Multiprocessor Real-Time Threads. ACM SIGOPS Oper. Syst. Rev. Karsten Schwan, Hongyi Zhou, Ahmed Gheith
1992	A	`conf`	Performance Effects of Information Sharing in a Distributed Multiprocessor Real-Time Scheduler. RTSS Hongyi Zhou, Karsten Schwan, Ian F. Akyildiz
1991	J	`jnl`	Real-Time Threads. ACM SIGOPS Oper. Syst. Rev. Karsten Schwan, Hongyi Zhou, Ahmed Gheith
1990	A	`conf`	From CHAOS^it base to CHAOS^it arc: A Family of Real-Time Kernels. RTSS Karsten Schwan, Ahmed Gheith, Hongyi Zhou