Publications (73)
AgentIF-OneDay: A Task-level Instruction-Following Benchmark for General AI Agents in Daily Scenarios
Kaiyuan Chen, Qimin Wu, Taiyu Hou +42
MP3: Movement Primitive-Based (Re-)Planning Policy
Fabian Otto, Hongyi Zhou, Onur Celik +3
Demystifying Group Relative Policy Optimization: Its Policy Gradient is a U-Statistic
Hongyi Zhou, Kai Ye, Erhan Xu +4
Quantum key distribution surpassing the repeaterless rate-transmittance bound without global phase locking
Pei Zeng, Hongyi Zhou, Weijie Wu +1
Semi-Device-Independent Quantum Random Number Generator Resistant to General Attacks
Zhenguo Lu, Jundong Wu, Yu Zhang +4
Continuous-Variable Source-Independent Quantum Random Number Generation with General POVMs
Hongyi Zhou, Yu Han, Qiechun Chen +1
Randomness quantification of coherent detection
Hongyi Zhou, Pei Zeng, Mohsen Razavi +1
Group Permutation Testing in Linear Model: Sharp Validity, Power Improvement, and Extension Beyond Exchangeability
Zonghan Li, Hongyi Zhou, Zhiheng Zhang
Towards Fusing Point Cloud and Visual Representations for Imitation Learning
Atalay Donat, Xiaogang Jia, Xi Huang +7
Phase-Matching Quantum Key Distribution
Xiongfeng Ma, Pei Zeng, Hongyi Zhou
Demystifying the Paradox of Importance Sampling with an Estimated History-Dependent Behavior Policy in Off-Policy Evaluation
Hongyi Zhou, Josiah P. Hanna, Jin Zhu +2
Non-parametric estimates for graphon mean-field particle systems
Erhan Bayraktar, Hongyi Zhou
Detecting LLM-Generated Tokens in Human--LLM Coauthored Text
Yangjun Lu, Hongyi Zhou, Fabian Spill +3
Uniform-in-time propagation of chaos for consensus-based minimax algorithm
Erhan Bayraktar, Zhiyan Ding, Ibrahim Ekren +1
Numerical Security Analysis of Three-State Quantum Key Distribution Protocol with Realistic Devices
Sirui Peng, Xiaoming Sun, Hongyi Zhou
Deep Black-Box Reinforcement Learning with Movement Primitives
Fabian Otto, Onur Celik, Hongyi Zhou +3
Unified framework for quantumness -- coherence, discord, and entanglement
Xiao Yuan, Hongyi Zhou, Mile Gu +1
BMP: Bridging the Gap between B-Spline and Movement Primitives
Weiran Liao, Ge Li, Hongyi Zhou +2
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 +17
Learn-to-Distance: Distance Learning for Detecting LLM-Generated Text
Hongyi Zhou, Jin Zhu, Kai Ye +3
FLOWER: Democratizing Generalist Robot Policies with Efficient Vision-Language-Action Flow Policies
Moritz Reuss, Hongyi Zhou, Marcel Rühle +3
Variational Distillation of Diffusion Policies into Mixture of Experts
Hongyi Zhou, Denis Blessing, Ge Li +4
Performance Optimization on Practical Quantum Random Number Generators: Modification on Min-entropy Evaluation and Acceleration on Post Processing
Zehao Zhao, Xiongfeng Ma, Hongyi Zhou
A Difference-in-Difference Approach to Detecting AI-Generated Images
Xinyi Qi, Kai Ye, Chengchun Shi +3
NAMI: Efficient Image Generation via Bridged Progressive Rectified Flow Transformers
Yuhang Ma, Bo Cheng, Shanyuan Liu +4
A Lyapunov Framework for Quantum Algorithm Design in Combinatorial Optimization with Approximation Ratio Guarantees
Shengminjie Chen, Ziyang Li, Hongyi Zhou +3
Quantum-Trajectory-Inspired Lindbladian Simulation
Sirui Peng, Xiaoming Sun, Qi Zhao +1
Kernelized Advantage Estimation: From Nonparametric Statistics to LLM Reasoning
Shijin Gong, Kai Ye, Jin Zhu +3
Continuous-Variable Source-Independent Quantum Random Number Generator with a Single Phase-Insensitive Detector
Hongyi Zhou
Real-Time Seedless Post-Processing for Quantum Random Number Generators
Qian Li, Hongyi Zhou
Improved Real-time Post-Processing for Quantum Random Number Generators
Qian Li, Xiaoming Sun, Xingjian Zhang +1
Randomness expansion secured by quantum contextuality
Mark Um, Qi Zhao, Junhua Zhang +6
Optimization of broadband omnidirectional antireflection coatings for solar cells
Xia Guo, Qiaoli Liu, Chong Li +5
Solution Regularity of k-partite Linear Systems -- A Variant of Rado's Theorem
Hongyi Zhou
MoRe-ERL: Learning Motion Residuals using Episodic Reinforcement Learning
Xi Huang, Hongyi Zhou, Ge Li +5
Doubly Robust Alignment for Large Language Models
Erhan Xu, Kai Ye, Hongyi Zhou +3
TOP-ERL: Transformer-based Off-Policy Episodic Reinforcement Learning
Ge Li, Dong Tian, Hongyi Zhou +3
Detecting LLM-Generated Text with Performance Guarantees
Hongyi Zhou, Jin Zhu, Ying Yang +1
Hybrid algorithm simulating non-equilibrium steady states of an open quantum system
Hongyi Zhou, Rui Mao, Xiaoming Sun
Experimental measurement-device-independent quantum random number generation
You-Qi Nie, Jian-Yu Guan, Hongyi Zhou +4
PointMapPolicy: Structured Point Cloud Processing for Multi-Modal Imitation Learning
Xiaogang Jia, Qian Wang, Anrui Wang +12
HIRO: Heuristics Informed Robot Online Path Planning Using Pre-computed Deterministic Roadmaps
Xi Huang, Gergely Sóti, Hongyi Zhou +3
MAPPER: Multi-Agent Path Planning with Evolutionary Reinforcement Learning in Mixed Dynamic Environments
Zuxin Liu, Baiming Chen, Hongyi Zhou +3
BEAST: Efficient Tokenization of B-Splines Encoded Action Sequences for Imitation Learning
Hongyi Zhou, Weiran Liao, Xi Huang +11
IRIS: An Immersive Robot Interaction System
Xinkai Jiang, Qihao Yuan, Enes Ulas Dincer +11
Error mitigated shadow estimation based on virtual distillation
Ruyu Yang, Xiaoming Sun, Hongyi Zhou
MaIL: Improving Imitation Learning with Mamba
Xiaogang Jia, Qian Wang, Atalay Donat +7
Loss-tolerant measurement-device-independent quantum random number generation
Zhu Cao, Hongyi Zhou, Xiongfeng Ma
Constrained Model-based Reinforcement Learning with Robust Cross-Entropy Method
Zuxin Liu, Hongyi Zhou, Baiming Chen +3
A hybrid algorithm for quadratically constrained quadratic optimization problems
Hongyi Zhou, Sirui Peng, Qian Li +1
Stochastic Quantum Hamiltonian Descent
Sirui Peng, Shengminjie Chen, Xiaoming Sun +1
Finite Sample Analyses for Continuous-time Linear Systems: System Identification and Online Control
Hongyi Zhou, Jingwei Li, Jingzhao Zhang
Quantum Network: Security Assessment and Key Management
Hongyi Zhou, Kefan Lv, Longbo Huang +1
MonoMobility: Zero-Shot 3D Mobility Analysis from Monocular Videos
Hongyi Zhou, Yulan Guo, Xiaogang Wang +1
X-IL: Exploring the Design Space of Imitation Learning Policies
Xiaogang Jia, Atalay Donat, Xi Huang +8
Balancing Interference and Correlation in Spatial Experimental Designs: A Causal Graph Cut Approach
Jin Zhu, Jingyi Li, Hongyi Zhou +3
Numerical Framework for Semi-Device-Independent Quantum Random Number Generators
Hongyi Zhou
Quantum Coherence Witness with Untrusted Measurement Devices
You-Qi Nie, Hongyi Zhou, Jian-Yu Guan +4
Fully integrated 3.2 Gbps quantum random number generator with real-time extraction
Xiao-Guang Zhang, You-Qi Nie, Hongyi Zhou +4
Source-independent quantum random number generation
Zhu Cao, Hongyi Zhou, Xiao Yuan +1
AdaDetectGPT: Adaptive Detection of LLM-Generated Text with Statistical Guarantees
Hongyi Zhou, Jin Zhu, Pingfan Su +4
Numerical Method for Finite-size Security Analysis of Quantum Key Distribution
Hongyi Zhou, Toshihiko Sasaki, Masato Koashi
Implementation of a 46-node quantum metropolitan area network
Teng-Yun Chen, Xiao Jiang, Shi-Biao Tang +22
Open the Black Box: Step-based Policy Updates for Temporally-Correlated Episodic Reinforcement Learning
Ge Li, Hongyi Zhou, Dominik Roth +4
Quantifying the dissipation enhancement of cellular flows
Gautam Iyer, Hongyi Zhou
Intrinsic randomness as a measure of quantum coherence
Xiao Yuan, Hongyi Zhou, Zhu Cao +1
Robust Reinforcement Learning from Human Feedback for Large Language Models Fine-Tuning
Kai Ye, Hongyi Zhou, Jin Zhu +2
Workspace-Bench 1.0: Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies
Zirui Tang, Xuanhe Zhou, Yumou Liu +19
Measurement-device-independent quantum random number generation over 23 Mbps with imperfect single-photon sources
You-Qi Nie, Hongyi Zhou, Bing Bai +4
Uniform-in-time weak propagation of chaos for consensus-based optimization
Erhan Bayraktar, Ibrahim Ekren, Hongyi Zhou
Practical Homodyne Shadow Estimation
Ruyu Yang, Xiaoming Sun, Hongyi Zhou
Unification of quantum resources in distributed scenarios
Hongyi Zhou, Xiao Yuan, Xiongfeng Ma
Randomness generation based on spontaneous emissions of lasers
Hongyi Zhou, Xiao Yuan, Xiongfeng Ma