Huang, Lei
- TinyLLaVA: A Framework of Small-scale Large Multimodal Models
2024/02/22 by Baichuan Zhou, Zhou, Baichuan, Ying Hu +13 · 36 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems
- CoR-GS: Sparse-View 3D Gaussian Splatting via Co-Regularization
2024/05/20 by Jiawei Zhang, Zhang, Jiawei, Jiahe Li +11 · 35 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Spectroscopy Techniques in Biomedical and Chemical Research #Medical Image Segmentation Techniques #AI in cancer detection
- Normalization Techniques in Training DNNs: Methodology, Analysis and Application
2020/09/27 by Lei Huang, Jie Qin, Huang, Lei +9 · 14 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Orthogonal Weight Normalization: Solution to Optimization over Multiple Dependent Stiefel Manifolds in Deep Neural Networks
2017/09/16 by Lei Huang, Huang, Lei, Xianglong Liu +9 · 16 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)
- Iterative Normalization: Beyond Standardization towards Efficient Whitening
2019/04/06 by Huang, Lei, Zhou, Yi, Zhu, Fan +2 · 12 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MDM: Molecular Diffusion Model for 3D Molecule Generation
2022/09/13 by Huang, Lei, Zhang, Hengtong, Xu, Tingyang +1 · 10 citations
#Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Decorrelated Batch Normalization
2018/04/23 by Huang, Lei, Yang, Dawei, Lang, Bo +1 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- SafeBench: A Safety Evaluation Framework for Multimodal Large Language Models
2024/10/24 by Zonghao Ying, Ying, Zonghao, Aishan Liu +11 · 21 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Hyperbolic photonic topological insulators
2024/01/29 by Lei Huang, Huang, Lei, Lu He +18 · 9 citations
Computer Science · Physics and Astronomy · #Topological and Geometric Data Analysis #Photonic Crystals and Applications
- Revisiting Domain Generalized Stereo Matching Networks from a Feature Consistency Perspective
2022/03/21 by Jiawei Zhang, Xiang Wang, Zhang, Jiawei +17 · 6 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning
2025/04/13 by Xingjian Zhang, Zhang, Xingjian, Wenjun Wu +4 · 26 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models
2024/06/30 by Weihong Zhong, Xiaocheng Feng, Zhong, Weihong +15 · 10 citations
Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Misinformation and Its Impacts
- An Investigation into Whitening Loss for Self-supervised Learning
2022/10/07 by Xi Weng, Lei Huang, Weng, Xi +9 · 5 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
- Block-Normalized Gradient Method: An Empirical Study for Training Deep Neural Network
2017/07/16 by Adams Wei Yu, Yu, Adams Wei, Lei Huang +7 · 5 citations
Computer Science · #Stochastic Gradient Optimization Techniques #Advanced Neural Network Applications #Neural Networks and Applications
- Temporal phase unwrapping using deep learning
2019/03/23 by Yin, Wei, Chen, Qian, Feng, Shijie +5 · 2 citations
#FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- A Survey on Matrix Completion: Perspective of Signal Processing
2019/01/25 by Li, Xiao Peng, Huang, Lei, So, Hing Cheung +1 · 2 citations
#FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- Modulate Your Spectrum in Self-Supervised Learning
2023/05/26 by Weng, Xi, Ni, Yunhao, Song, Tengwei +5 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Effects of the Nonlinearity in Activation Functions on the Performance of Deep Learning Models
2020/10/14 by Kulathunga, Nalinda, Ranasinghe, Nishath Rajiv, Vrinceanu, Daniel +3 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- An Investigation into the Stochasticity of Batch Whitening
2020/03/27 by Lei Huang, Lei Zhao, Huang, Lei +9 · 2 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization
2025/01/23 by Lei Huang, Huang, Lei, Xiaocheng Feng +20 · 7 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Unsupervised Learning for Joint Beamforming Design in RIS-aided ISAC Systems
2024/03/26 by Junjie Ye, Ye, Junjie, Lei Huang +7 · 4 citations
Computer Science · Engineering · #Antenna Design and Optimization #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Signal Processing (eess.SP) #Speech and Audio Processing #electronic engineering #information engineering
- Learning Fine-Grained Grounded Citations for Attributed Large Language Models
2024/08/08 by Huang, Lei, Feng, Xiaocheng, Ma, Weitao +8 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Advancing Large Language Model Attribution through Self-Improving
2024/10/17 by Lei Huang, Xiaocheng Feng, Huang, Lei +15 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Understanding the Failure of Batch Normalization for Transformers in NLP
2022/10/11 by Jiaxi Wang, Wang, Jiaxi, Ji Wu +3 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
- SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment
2025/01/07 by Fan, Yuchun, Yongyu Mu, Yilin Wang +16 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Unveiling Entity-Level Unlearning for Large Language Models: A Comprehensive Analysis
2024/06/22 by Weitao Ma, Xiaocheng Feng, Ma, Weitao +9 · 3 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- EDGE-GRPO: Entropy-Driven GRPO with Guided Error Correction for Advantage Diversity
2025/07/29 by Zhang, Xingjian, Wen, Siwei, Wu, Wenjun +1 · 12 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Basis-free Solution to General Linear Quaternionic Equation
2017/07/02 by Shao, Changpeng, Li, Hongbo, Huang, Lei · 1 citation
#11R52 #15A66 #16Z05 #FOS: Mathematics #Rings and Algebras (math.RA)
- A Search for Pulsars around Sgr A* in the First Event Horizon Telescope Data Set
2023/08/29 by Pablo Torné, Kuo Liu, Torne, Pablo +379 · 2 citations
Physics and Astronomy · #Astrophysical Phenomena and Observations #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Pulsars and Gravitational Waves Research #Radio Astronomy Observations and Technology
- Ex3: Automatic Novel Writing by Extracting, Excelsior and Expanding
2024/08/16 by Lei Huang, Huang, Lei, Jiaming Guo +13 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Projection Based Weight Normalization for Deep Neural Networks
2017/10/06 by Lei Huang, Xianglong Liu, Huang, Lei +5 · 1 citation
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)
- One-Bit Spectrum Sensing for Cognitive Radio
2023/06/23 by P.H. Wu, Wu, Pei-Wen, Lei Huang +7 · 2 citations
Computer Science · #Cognitive Radio Networks and Spectrum Sensing #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- DGCNN: Disordered Graph Convolutional Neural Network Based on the Gaussian Mixture Model
2017/12/10 by Bo Wu, Wu, Bo, Yang Liu +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques
- Query-Adaptive Hash Code Ranking for Large-Scale Multi-View Visual Search
2019/04/18 by Xianglong Liu, Liu, Xianglong, Lei Huang +7 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
- From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems
2025/03/03 by Zheng Zhou, Zhou, Zekun, Xiaocheng Feng +24 · 5 citations
Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management
- Invertible Zero-Shot Recognition Flows
2020/07/09 by Shen, Yuming, Qin, Jie, Huang, Lei · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Convolutional Neural Network Training with Distributed K-FAC
2020/07/01 by Pauloski, J. Gregory, Zhang, Zhao, Huang, Lei +2 · 1 citation
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #and Cluster Computing (cs.DC)
- High-rate discretely-modulated continuous-variable quantum key distribution using quantum machine learning
2023/08/07 by Qin Liao, Liao, Qin, Jieyu Liu +9 · 2 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum-Dot Cellular Automata
- Group Whitening: Balancing Learning Efficiency and Representational Capacity
2020/09/28 by Lei Huang, Huang, Lei, Yi Zhou +7 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Machine Learning and Data Classification
- Slimmable Generative Adversarial Networks
2020/12/10 by Liang Hou, Zehuan Yuan, Hou, Liang +9 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks
- TinyLLaVA Factory: A Modularized Codebase for Small-scale Large Multimodal Models
2024/05/20 by Jia, Junlong, Hu, Ying, Weng, Xi +8 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Joint Beamforming and Position Optimization for Fluid RIS-aided ISAC Systems
2025/01/23 by Ye, Junjie, Zhang, Peichang, Li, Xiao-Peng +2 · 4 citations
#FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- Optimality conditions for homogeneous polynomial optimization on the unit sphere
2021/11/03 by Huang, Lei · 2 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding
2021/10/27 by Tengwei Song, Jie Luo, Song, Tengwei +3 · 1 citation
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Topic Modeling
- Homogenization for polynomial optimization with unbounded sets
2021/12/31 by Huang, Lei, Nie, Jiawang, Yuan, Ya-Xiang · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- Bi-level Doubly Variational Learning for Energy-based Latent Variable Models
2022/03/24 by Kan, Ge, Jinhu Lü, Lü, Jinhu +12 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Finite convergence of Moment-SOS relaxations with non-real radical ideals
2023/09/27 by Huang, Lei, Nie, Jiawang, Yuan, Ya-Xiang · 2 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- One-Bit Target Detection in Collocated MIMO Radar and Performance Degradation Analysis
2020/12/19 by Xiao, Yu-Hang, Ramírez, David, Schreier, Peter J. +2 · 1 citation
#FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- WHC: Weighted Hybrid Criterion for Filter Pruning on Convolutional Neural Networks
2023/02/16 by Shaowu Chen, Chen, Shaowu, Weize Sun +3 · 1 citation
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Enhancement Techniques
- SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation
2025/02/14 by Huang, Lei, Guo, Hao, Peng, Linzhi +7 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- FIXED: Frustratingly Easy Domain Generalization with Mixup
2022/11/07 by Lu, Wang, Wang, Jindong, Yu, Han +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Finite convergence of the Moment-SOS hierarchy for polynomial matrix optimization
2024/03/25 by Lei Huang, Huang, Lei, Jiawang Nie +1 · 2 citations
Computer Science · #FOS: Mathematics #Matrix Theory and Algorithms #Optimization and Control (math.OC)
- A new conception for computing gröbner basis and its applications
2010/12/24 by Lei Huang, Huang, Lei · 1 citation
Computer Science · Engineering · #33F10 #68W30 #Advanced Numerical Analysis Techniques #Commutative Algebra (math.AC) #Cryptography and Residue Arithmetic #F.2.1 #FOS: Computer and information sciences #FOS: Mathematics #I.1.2 #Polynomial and algebraic computation #Symbolic Computation (cs.SC)
- Bench-CoE: a Framework for Collaboration of Experts from Benchmark
2024/12/05 by Yuanshuai Wang, Xingjian Zhang, Wang, Yuanshuai +11 · 3 citations
Computer Science · Business, Management and Accounting · #Semantic Web and Ontologies #Business Process Modeling and Analysis
- Delving into the Estimation Shift of Batch Normalization in a Network
2022/03/21 by Huang, Lei, Zhou, Yi, Wang, Tian +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MUltiplexed Survey Telescope: Perspectives for Large-Scale Structure Cosmology in the Era of Stage-V Spectroscopic Survey
2024/11/12 by Zhao, Cheng, Huang, Song, He, Mengfan +41 · 2 citations
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- Clustering Properties of Self-Supervised Learning
2025/01/30 by Xi Weng, Jingxin An, Weng, Xi +13 · 2 citations
Computer Science · #Advanced Clustering Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- LoDisc: Learning Global-Local Discriminative Features for Self-Supervised Fine-Grained Visual Recognition
2024/03/06 by Shi, Jialu, Wei, Zhiqiang, Nie, Jie +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Moment-SOS relaxations for moment and tensor recovery problems
2024/04/28 by Lei Huang, Huang, Lei, Jiawang Nie +3 · 1 citation
Computer Science · Engineering · #Advanced Numerical Methods in Computational Mathematics #Elasticity and Material Modeling #FOS: Mathematics #Matrix Theory and Algorithms #Optimization and Control (math.OC)
- Integrated Communication, Navigation, and Remote Sensing in LEO Networks with Vehicular Applications
2024/04/17 by Min Sheng, Sheng, Min, Chongtao Guo +3 · 1 citation
Engineering · #Air Traffic Management and Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Satellite Communication Systems #Vehicular Ad Hoc Networks (VANETs)
- Intelligent Reflecting Surface-Assisted NLOS Sensing With OFDM Signals
2024/07/02 by Jilin Wang, Wang, Jilin, Jun Fang +5 · 1 citation
Engineering · Chemical Engineering · #Advanced Fiber Optic Sensors #Analytical Chemistry and Sensors
- Robust Synthetic-to-Real Transfer for Stereo Matching
2024/03/12 by Jiawei Zhang, Jiahe Li, Zhang, Jiawei +11 · 1 citation
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
- ADSNet: Cross-Domain LTV Prediction with an Adaptive Siamese Network in Advertising
2024/06/15 by Ruize Wang, Hui Xu, Wang, Ruize +15 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image and Video Quality Assessment #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimedia Communication and Technology #Video Analysis and Summarization
- Dirigo: A Method to Extract Event Logs for Object-Centric Processes
2024/11/12 by Wei Jia, Chun Ouyang, Wei, Jia +7 · 1 citation
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Advanced Database Systems and Queries
- On the Nonlinearity of Layer Normalization
2024/06/03 by Yunhao Ni, Ni, Yunhao, Yuxin Guo +5 · 1 citation
Engineering · #Artificial Intelligence (cs.AI) #Control Systems and Identification #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Length Controlled Generation for Black-box LLMs
2024/12/19 by Yuxuan Gu, Wenjie Wang, Gu, Yuxuan +13 · 1 citation
Engineering · #Semiconductor Lasers and Optical Devices #Advancements in Photolithography Techniques #Iterative Learning Control Systems
- Optimization over the weakly Pareto set and multi-task learning
2025/03/31 by Huang, Lei, Nie, Jiawang, Wang, Jiajia · 2 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- Taming Variability: Randomized and Bootstrapped Conformal Risk Control for LLMs
2025/09/27 by Pang, Lingyou, Huang, Lei, Lin, Jianyu +3 · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- Joint Antenna Selection and Beamforming Design for Active RIS-aided ISAC Systems
2025/01/16 by Wei Ma, Ma, Wei, Peichang Zhang +9 · 1 citation
Engineering · #Antenna Design and Analysis #Energy Harvesting in Wireless Networks #Antenna Design and Optimization
- QiMeng-SALV: Signal-Aware Learning for Verilog Code Generation
2025/10/22 by Zhang, Yang, Zhang, Rui, Guo, Jiaming +10 · 1 citation
#FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Programming Languages (cs.PL)
- Verification of Bit-Flip Attacks against Quantized Neural Networks
2025/02/22 by Yedi Zhang, Zhang, Yedi, Lei Huang +9 · 1 citation
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Physical Unclonable Functions (PUFs) and Hardware Security
- Action is All You Need: Dual-Flow Generative Ranking Network for Recommendation
2025/05/22 by Guo, Hao, Xue, Erpeng, Huang, Lei +5 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)