From CHAOS^it base to CHAOS^it arc: A Family of Real-Time Kernels. - Karsten Schwan; Ahmed Gheith; Hongyi Zhou (RTSS, 1990)

Real-Time Threads. - Karsten Schwan; Hongyi Zhou; Ahmed Gheith (ACM SIGOPS Oper. Syst. Rev., 1991)

Building Families of Object-Based Multiprocessor Kernels. - Karsten Schwan; Ahmed Gheith; Hongyi Zhou (IPPS, 1992)

Performance Effects of Information Sharing in a Distributed Multiprocessor Real-Time Scheduler. - Hongyi Zhou; Karsten Schwan; Ian F. Akyildiz (RTSS, 1992)

Multiprocessor Real-Time Threads. - Karsten Schwan; Hongyi Zhou; Ahmed Gheith (ACM SIGOPS Oper. Syst. Rev., 1992)

Dynamic Scheduling of Hard Real-Time Tasks and Real-Time Threads. - Karsten Schwan; Hongyi Zhou (IEEE Trans. Software Eng., 1992)

LDA - Scalable, Off-Line Multiprocessor Scheduling for Real-Tune Systems. - Hongyi Zhou; Karsten Schwan (PDPTA, 1997)

SPEM: improving multiple sequence alignment with sequence profiles and predicted secondary structures. - Hongyi Zhou; Yaoqi Zhou (Bioinform., 2005)

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. - Hongyi Zhou; Chi Zhang 013; Song Liu; Yaoqi Zhou (Nucleic Acids Res., 2005)

PSiFR: an integrated resource for prediction of protein structure and function. - Shashi Bhushan Pandit; Michal Brylinski; Hongyi Zhou; Mu Gao; Adrian K. Arakaki; Jeffrey Skolnick (Bioinform., 2010)

FINDSITEcomb: A Threading/Structure-Based, Proteomic-Scale Virtual Ligand Screening Approach. - Hongyi Zhou; Jeffrey Skolnick (J. Chem. Inf. Model., 2013)

Experimental validation of FINDSITEcomb virtual ligand screening results for eight proteins yields novel nanomolar and micromolar binders. - Bharath Srinivasan; Hongyi Zhou; Julia Kubanek; Jeffrey Skolnick (J. Cheminformatics, 2014)

A knowledge-based approach for predicting gene-disease associations. - Hongyi Zhou; Jeffrey Skolnick (Bioinform., 2016)

Experimental measurement-device-independent quantum random number generation. - You-Qi Nie; Jian-Yu Guan; Hongyi Zhou; Qiang Zhang; Xiongfeng Ma; Jun Zhang; Jian-Wei Pan (CoRR, 2016)

Fully integrated 3.2 Gbps quantum random number generator with real-time extraction. - Xiaoguang Zhang; You-Qi Nie; Hongyi Zhou; Hao Liang; Xiongfeng Ma; Jun Zhang; Jian-Wei Pan (CoRR, 2016)

A loss prevention methodology for catering industry based on operation data analysis. - Qindong Sun; Yimin Qiao; Hongyi Zhou; Jiamin Wang; Nan Wang (Clust. Comput., 2018)

Local spatial obesity analysis and estimation using online social network sensors. - Qindong Sun; Nan Wang; Shancang Li; Hongyi Zhou (J. Biomed. Informatics, 2018)

FINDSITEcomb2.0: A New Approach for Virtual Ligand Screening of Proteins and Virtual Target Screening of Biomolecules. - Hongyi Zhou; Hongnan Cao; Jeffrey Skolnick (J. Chem. Inf. Model., 2018)

Security assessment and key management in a quantum network. - Hongyi Zhou; Kefan Lv; Longbo Huang; Xiongfeng Ma (CoRR, 2019)

MAPPER: Multi-Agent Path Planning with Evolutionary Reinforcement Learning in Mixed Dynamic Environments. - Zuxin Liu; Baiming Chen; Hongyi Zhou; Guru Koushik; Martial Hebert; Ding Zhao (IROS, 2020)

Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method. - Zuxin Liu; Hongyi Zhou; Baiming Chen; Sicheng Zhong; Martial Hebert; Ding Zhao (CoRR, 2020)

Performance Optimization on Practical Quantum Random Number Generators: Modification on Min-entropy Evaluation and Acceleration on Post Processing. - Zehao Zhao; Xiongfeng Ma; Hongyi Zhou (CoRR, 2020)

GroupTracer: Automatic Attacker TTP Profile Extraction and Group Cluster in Internet of Things. - Yixin Wu 001; Cheng Huang 003; Xing Zhang; Hongyi Zhou (Secur. Commun. Networks, 2020)

AlphaFold 2: Why It Works and Its Implications for Understanding the Relationships of Protein Sequence, Structure, and Function. - Jeffrey Skolnick; Mu Gao; Hongyi Zhou; Suresh Singh (J. Chem. Inf. Model., 2021)

FRAGSITE: A Fragment-Based Approach for Virtual Ligand Screening. - Hongyi Zhou; Hongnan Cao; Jeffrey Skolnick (J. Chem. Inf. Model., 2021)

Deep Black-Box Reinforcement Learning with Movement Primitives. - Fabian Otto; Onur Celik; Hongyi Zhou; Hanna Ziesche; Ngo Anh Vien; Gerhard Neumann (CoRL, 2022)

HIRO: Heuristics Informed Robot Online Path Planning Using Pre-computed Deterministic Roadmaps. - Xi Huang; Gergely Sóti; Hongyi Zhou; Christoph Ledermann; Björn Hein; Torsten Kröger (IROS, 2022)

Quantum Network: Security Assessment and Key Management. - Hongyi Zhou; Kefan Lv; Longbo Huang; Xiongfeng Ma (IEEE/ACM Trans. Netw., 2022)

MP3: Movement Primitive-Based (Re-)Planning Policy. - Fabian Otto; Hongyi Zhou; Onur Celik; Ge Li; Rudolf Lioutikov; Gerhard Neumann (CoRR, 2023)

Quantifying the Dissipation Enhancement of Cellular Flows. - Gautam Iyer; Hongyi Zhou (SIAM J. Math. Anal., 2023)

MaIL: Improving Imitation Learning with Selective State Space Models. - Xiaogang Jia; Qian Wang; Atalay Donat; Bowen Xing; Ge Li; Hongyi Zhou; Onur Celik; Denis Blessing; Rudolf Lioutikov; Gerhard Neumann (CoRL, 2024)

Open the Black Box: Step-based Policy Updates for Temporally-Correlated Episodic Reinforcement Learning. - Ge Li; Hongyi Zhou; Dominik Roth; Serge Thilges; Fabian Otto; Rudolf Lioutikov; Gerhard Neumann (ICLR, 2024)

A Retrospective on the Robot Air Hockey Challenge: Benchmarking Robust, Reliable, and Safe Learning Techniques for Real-world Robotics. - 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; et al. (NeurIPS, 2024)

Variational Distillation of Diffusion Policies into Mixture of Experts. - Hongyi Zhou; Denis Blessing; Ge Li; Onur Celik; Xiaogang Jia; Gerhard Neumann; Rudolf Lioutikov (NeurIPS, 2024)

MaIL: Improving Imitation Learning with Mamba. - Xiaogang Jia; Qian Wang; Atalay Donat; Bowen Xing; Ge Li; Hongyi Zhou; Onur Celik; Denis Blessing; Rudolf Lioutikov; Gerhard Neumann (CoRR, 2024)

BMP: Bridging the Gap between B-Spline and Movement Primitives. - Weiran Liao; Ge Li; Hongyi Zhou; Rudolf Lioutikov; Gerhard Neumann (CoRR, 2024)

Real-time seedless post-processing for quantum random number generators. - Qian Li 012; Hongyi Zhou (IET Quantum Commun., 2024)

TOP-ERL: Transformer-based Off-Policy Episodic Reinforcement Learning. - Ge Li; Dong Tian; Hongyi Zhou; Xinkai Jiang; Rudolf Lioutikov; Gerhard Neumann (ICLR, 2025)

From spark to suppression: An overview of wildfire monitoring, progression prediction, and extinguishing techniques. - Guangqing Zhai; Longhui Dou; Yifan Gu; Hongyi Zhou; Lele Feng; Liangliang Jiang; Jie Dong; Jiaxuan Sun; Haidong Li (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Entabolons: How Metabolites Modify the Biochemical Function of Proteins and Cause the Correlated Behavior of Proteins in Pathways. - Jeffrey Skolnick; Bharath Srinivasan; Samuel Skolnick; Brice Edelman; Hongyi Zhou (J. Chem. Inf. Model., 2025)

A conditional distribution function-based measure for independence and K-sample tests in multivariate data. - Li Wang; Hongyi Zhou; Weidong Ma; Ying Yang (J. Multivar. Anal., 2025)

Uniform-in-time weak propagation of chaos for consensus-based optimization. - Erhan Bayraktar; Ibrahim Ekren; Hongyi Zhou (CoRR, 2025)

IRIS: An Immersive Robot Interaction System. - Xinkai Jiang; Qihao Yuan; Enes Ulas Dincer; Hongyi Zhou; Ge Li; Xueyin Li; Julius Haag; Nicolas Schreiber; Kailai Li 001; Gerhard Neumann; Rudolf Lioutikov (CoRR, 2025)

Towards Fusing Point Cloud and Visual Representations for Imitation Learning. - Atalay Donat; Xiaogang Jia; Xi Huang; Aleksandar Taranovic; Denis Blessing; Ge Li; Hongyi Zhou; Hanyi Zhang; Rudolf Lioutikov; Gerhard Neumann (CoRR, 2025)

X-IL: Exploring the Design Space of Imitation Learning Policies. - Xiaogang Jia; Atalay Donat; Xi Huang; Xuan Zhao; Denis Blessing; Hongyi Zhou; Han A. Wang; Hanyi Zhang; Qian Wang; Rudolf Lioutikov; Gerhard Neumann (CoRR, 2025)

Chunking the Critic: A Transformer-based Soft Actor-Critic with N-Step Returns. - Dong Tian; Ge Li; Hongyi Zhou; Onur Celik; Gerhard Neumann (CoRR, 2025)

Robust Reinforcement Learning from Human Feedback for Large Language Models Fine-Tuning. - Kai Ye; Hongyi Zhou; Jin Zhu; Francesco Quinzan; Chengchun Shi (CoRR, 2025)

MonoMobility: Zero-Shot 3D Mobility Analysis from Monocular Videos. - Hongyi Zhou; Xiaogang Wang; Yulan Guo; Kai Xu (CoRR, 2025)

Balancing Interference and Correlation in Spatial Experimental Designs: A Causal Graph Cut Approach. - Zhu Jin; Li Jingyi; Hongyi Zhou; Yinan Lin; Lin Zhenhua; Chengchun Shi (CoRR, 2025)

Demystifying the Paradox of Importance Sampling with an Estimated History-Dependent Behavior Policy in Off-Policy Evaluation. - Hongyi Zhou; Josiah P. Hanna; Jin Zhu; Ying Yang; Chengchun Shi (CoRR, 2025)

Doubly Robust Alignment for Large Language Models. - Erhan Xu; Kai Ye; Hongyi Zhou; Luhan Zhu; Francesco Quinzan; Chengchun Shi (CoRR, 2025)

BEAST: Efficient Tokenization of B-Splines Encoded Action Sequences for Imitation Learning. - 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; et al. (CoRR, 2025)

MoRe-ERL: Learning Motion Residuals using Episodic Reinforcement Learning. - Xi Huang; Hongyi Zhou; Ge Li; Yucheng Tang; Weiran Liao; Björn Hein; Tamim Asfour; Rudolf Lioutikov (CoRR, 2025)