Kaixuan Huang
- On the Convergence of FedAvg on Non-IID Data
2019/07/04 by Xiang Li, Li, Xiang, Kaixuan Huang +7 · 88 citations
Computer Science · #Age of Information Optimization #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Visual Adversarial Examples Jailbreak Aligned Large Language Models
2023/06/22 by Xiangyu Qi, Qi, Xiangyu, Kaixuan Huang +8 · 71 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal
2024/06/20 by Tinghao Xie, Xiangyu Qi, Xie, Tinghao +29 · 39 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Reliability and Analysis Research #Topic Modeling
- Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications
2024/02/07 by Boyi Wei, Wei, Boyi, Kaixuan Huang +15 · 33 citations
Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fatigue and fracture mechanics #Machine Learning (cs.LG) #Risk and Safety Analysis
- Score Approximation, Estimation and Distribution Recovery of Diffusion Models on Low-Dimensional Data
2023/02/14 by Minshuo Chen, Chen, Minshuo, Kaixuan Huang +5 · 25 citations
Medicine · Physics and Astronomy · Computer Science · #Advanced Neuroimaging Techniques and Applications #Model Reduction and Neural Networks #Advanced Mathematical Modeling in Engineering
- Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution
2025/05/26 by J. F. Qiu, Qi Xuan, Qiu, Jiahao +33 · 49 citations
Computer Science · #Evolutionary Algorithms and Applications
- Embodied LLM Agents Learn to Cooperate in Organized Teams
2024/03/19 by Xudong Guo, Kaixuan Huang, Guo, Xudong +15 · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA)
- Emergent Symbolic Mechanisms Support Abstract Reasoning in Large Language Models
2025/02/27 by Yukang Yang, Declan Campbell, Yang, Yukang +10 · 2 voices · 9 citations
Computer Science · Social Sciences · #Explainable Artificial Intelligence (XAI) #Language and cultural evolution #Topic Modeling #cs.AI #cs.CL
- Interplay between disorder and topology in Thouless pumping on a superconducting quantum processor
2024/01/03 by Yu Liu, Liu, Yu, Yu-Ran Zhang +51 · 6 citations
Physics and Astronomy · #Quantum and electron transport phenomena #Topological Materials and Phenomena #Physics of Superconductivity and Magnetism
- Quantum simulation of topological zero modes on a 41-qubit superconducting processor
2022/11/10 by Yun‐Hao Shi, Yu Liu, Shi, Yun-Hao +45 · 4 citations
Computer Science · Physics and Astronomy · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Other Condensed Matter (cond-mat.other) #Physics of Superconductivity and Magnetism #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum and electron transport phenomena #Statistical Mechanics (cond-mat.stat-mech)
- Why Do Deep Residual Networks Generalize Better than Deep Feedforward\n Networks? -- A Neural Tangent Kernel Perspective
2020/02/14 by Kaixuan Huang, Yuqing Wang, Huang, Kaixuan +5 · 2 citations
Computer Science · Physics and Astronomy · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications
- Direct Implementation of High-Fidelity Three-Qubit Gates for Superconducting Processor with Tunable Couplers
2025/01/30 by Hao-Tian Liu, Liu, Hao-Tian, Bing-Jie Chen +39 · 5 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum and electron transport phenomena #Physics of Superconductivity and Magnetism
- A 5' UTR Language Model for Decoding Untranslated Regions of mRNA and Function Predictions
2023/10/05 by Yanyi Chu, Chu, Yanyi, Dan Yu +13 · 2 citations
Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Chemical Synthesis and Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #RNA and protein synthesis mechanisms #RNA modifications and cancer
- Prethermalization by Random Multipolar Driving on a 78-Qubit Superconducting Processor
2025/03/27 by Zheng-He Liu, Liu, Zheng-He, Yu Liu +101 · 1 voice · 5 citations
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Physics (quant-ph) #Statistical Mechanics (cond-mat.stat-mech)
- Many-body delocalization with a two-dimensional 70-qubit superconducting quantum simulator
2025/07/22 by Tian-Ming Li, Li, Tian-Ming, Zheng‐Hang Sun +71 · 9 citations
Physics and Astronomy · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Physics of Superconductivity and Magnetism #Quantum Physics (quant-ph) #Quantum many-body systems #Quantum, superfluid, helium dynamics #Statistical Mechanics (cond-mat.stat-mech)
- Going Beyond Linear RL: Sample Efficient Neural Function Approximation
2021/07/14 by Baihe Huang, Huang, Baihe, Kaixuan Huang +11 · 1 citation
Computer Science · Engineering · #Reinforcement Learning in Robotics #Neural Networks and Reservoir Computing #Ferroelectric and Negative Capacitance Devices
- Optimal Gradient-based Algorithms for Non-concave Bandit Optimization
2021/07/09 by Baihe Huang, Kaixuan Huang, Huang, Baihe +11 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Stochastic Gradient Optimization Techniques
- Large Wireless Localization Model (LWLM): A Foundation Model for Positioning in 6G Networks
2025/05/15 by Guangjin Pan, Kaixuan Huang, Pan, Guangjin +9 · 4 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Cooperative Communication and Network Coding #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Wireless Communication Networks Research #electronic engineering #information engineering
- On Path to Multimodal Historical Reasoning: HistBench and HistAgent
2025/05/26 by J. F. Qiu, Fulian Xiao, Qiu, Jiahao +187 · 3 citations
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- AI Risk Management Should Incorporate Both Safety and Security
2024/05/29 by Xiangyu Qi, Qi, Xiangyu, Yangsibo Huang +47 · 1 citation
Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
- Observation of Inelastic Meson Scattering in a Floquet System using a Digital Quantum Simulator
2025/08/28 by Ziting Wang, Zi-Yong Ge, Wang, Ziting +41 · 3 citations
Physics and Astronomy · Biochemistry, Genetics and Molecular Biology · Engineering · #Atomic and Subatomic Physics Research #Advanced Electron Microscopy Techniques and Applications #Particle Accelerators and Free-Electron Lasers
- Final assessment of radioactive impurities in the JUNO detector
2026/07/20 by Thomas Adam, Fengpeng An, Costas Andreopoulos +569
#physics.ins-det #hep-ex