Lei Huang

1. A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions
   2023/11/09 by Lei Huang, Weijiang Yu, Weitao Ma +8 · 4 voices · 422 citations
   Computer Science · Engineering · #Ferroelectric and Negative Capacitance Devices #Text Readability and Simplification #Topic Modeling #cs.CL
2. First Sagittarius A* Event Horizon Telescope Results. I. The Shadow of the Supermassive Black Hole in the Center of the Milky Way
   2022/05/01 by The Event Horizon Telescope Collaboration, Kazunori Akiyama, A. Alberdi +98 · 1 voice · 89 citations
   Physics and Astronomy · #Astrophysical Phenomena and Observations #Astrophysics and Cosmic Phenomena #Pulsars and Gravitational Waves Research #astro-ph.GA #astro-ph.HE
3. Safe and just Earth system boundaries
   2023/05/31 by Johan Rockström, Joyeeta Gupta, Dahe Qin +48 · 1 voice · 56 citations
   Economics, Econometrics and Finance · Environmental Science · #Climate Change Policy and Economics #Ecosystem dynamics and resilience #Sustainability and Climate Change Governance
4. First Sagittarius A* Event Horizon Telescope Results. VI. Testing the Black Hole Metric
   2022/05/01 by Kazunori Akiyama, A. Alberdi, W. Alef +97 · 34 citations
   Physics and Astronomy · #Astrophysical Phenomena and Observations #Astrophysics and Cosmic Phenomena #Pulsars and Gravitational Waves Research
5. First M87 Event Horizon Telescope Results. VIII. Magnetic Field Structure near The Event Horizon
   2021/03/01 by Kazunori Akiyama, Juan Carlos Algaba, A. Alberdi +97 · 31 citations
   Physics and Astronomy · #Astrophysical Phenomena and Observations #Astrophysics and Cosmic Phenomena #Gamma-ray bursts and supernovae
6. El recurso de casación en el proceso contencioso-administrativo especial en materia de personal
   1992/01/01 by Fang Wang, Jean Damascene Harindintwali, Zhizhang Yuan +56 · 10 citations
   Energy · Environmental Science · Materials Science · Social Sciences · #Advanced Photocatalysis Techniques #Comparative International Legal Studies #Criminal Justice and Penology #Legal processes and jurisprudence #Microbial Fuel Cells and Bioremediation #Supercapacitor Materials and Fabrication
7. TinyLLaVA: A Framework of Small-scale Large Multimodal Models
   2024/02/22 by Baichuan Zhou, Ying Hu, Zhou, Baichuan +13 · 28 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
8. CoR-GS: Sparse-View 3D Gaussian Splatting via Co-Regularization
   2024/05/20 by Jiawei Zhang, Zhang, Jiawei, Jiahe Li +11 · 29 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Spectroscopy Techniques in Biomedical and Chemical Research #Medical Image Segmentation Techniques #AI in cancer detection
9. Normalization Techniques in Training DNNs: Methodology, Analysis and Application
   2020/09/27 by Lei Huang, Huang, Lei, Jie Qin +9 · 11 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)
10. Le Commerce des illustrations de thèses dans la seconde moitié du XVIII siècle, quelques documents inédits
    1994/05/01 by Yueguang Rong, Christina K. McPhee, Christina McPhee +10 · 27 citations
    Social Sciences · Arts and Humanities · #Historical and Literary Studies #Historical and Literary Analyses #Historical Studies in Science
11. 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 · 8 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)
12. Global marine microbial diversity and its potential in bioprospecting
    2024/09/04 by Jianwei Chen, Yangyang Jia, Ying Sun +49 · 1 voice · 13 citations
    Environmental Science · Biochemistry, Genetics and Molecular Biology · #Microbial Community Ecology and Physiology #Genomics and Phylogenetic Studies #Enzyme Production and Characterization
13. Pathological findings of COVID-19 associated with acute respiratory distress syndrome
    2020/02/18 by Zhe Xu, Lei Shi, Yijin Wang +17 · 23 citations
    Medicine · #COVID-19 Clinical Research Studies #Long-Term Effects of COVID-19 #SARS-CoV-2 and COVID-19 Research
14. SafeBench: A Safety Evaluation Framework for Multimodal Large Language Models
    2024/10/24 by Zonghao Ying, Aishan Liu, Ying, Zonghao +11 · 17 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
15. TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning
    2025/04/13 by Xingjian Zhang, Zhang, Xingjian, Wen, Siwei +4 · 20 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
16. Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models
    2024/06/30 by Weihong Zhong, Xiaocheng Feng, Zhong, Weihong +15 · 9 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
17. Hyperbolic photonic topological insulators
    2024/01/29 by Lei Huang, Huang, Lei, Lu He +18 · 7 citations
    Computer Science · Physics and Astronomy · #Topological and Geometric Data Analysis #Photonic Crystals and Applications
18. Revisiting Domain Generalized Stereo Matching Networks from a Feature Consistency Perspective
    2022/03/21 by Jiawei Zhang, Xiang Wang, Zhang, Jiawei +17 · 4 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
19. An Investigation into Whitening Loss for Self-supervised Learning
    2022/10/07 by Xi Weng, Weng, Xi, Lei Huang +9 · 4 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
20. 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 · 4 citations
    Computer Science · #Stochastic Gradient Optimization Techniques #Advanced Neural Network Applications #Neural Networks and Applications
21. Changes in global fluvial sediment concentrations and fluxes between 1985 and 2020
    2025/01/02 by Xianghan Sun, Liqiao Tian, Hongwei Fang +7 · 1 voice · 4 citations
    Agricultural and Biological Sciences · Earth and Planetary Sciences · Environmental Science · #Aeolian processes and effects #Hydrology and Watershed Management Studies #Soil erosion and sediment transport
22. Pattern-Coupled Sparse Bayesian Learning for Inverse Synthetic Aperture Radar Imaging
    2015/07/07 by Huiping Duan, Lizao Zhang, Jun Fang +2 · 2 citations
    Engineering · #Advanced SAR Imaging Techniques #Microwave Imaging and Scattering Analysis #Sparse and Compressive Sensing Techniques
23. Comparison of Polarized Radiative Transfer Codes Used by the EHT Collaboration
    2023/03/21 by Ben Prather, Cora Prather, Jason Dexter +294 · 4 citations
    Physics and Astronomy · #Astrophysical Phenomena and Observations #Astrophysics and Cosmic Phenomena #Pulsars and Gravitational Waves Research
24. Covariance sparsity-aware DOA estimation for nonuniform noise
    2014/02/25 by Zhen-Qing He, Zhiping Shi, Zhi-Ping Shi +1 · 2 citations
    Computer Science · Engineering · #Direction-of-Arrival Estimation Techniques #Speech and Audio Processing #Structural Health Monitoring Techniques
25. Long-term and multiple stage exhumation of the Ordos Basin, western North China Craton: Insights from seismic reflection, borehole and geochronological data
    2023/02/07 by Heng Peng, Jianqiang Wang, Jian‐Qiang Wang +13 · 4 citations
    Earth and Planetary Sciences · #Geological and Geochemical Analysis #High-pressure geophysics and materials #earthquake and tectonic studies
26. Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization
    2025/01/23 by Lei Huang, Xiaocheng Feng, Huang, Lei +20 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
27. 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
28. SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment
    2025/01/07 by Yongyu Mu, Fan, Yuchun, Yilin Wang +16 · 5 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
29. 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
30. Query-Adaptive Hash Code Ranking for Large-Scale Multi-View Visual Search
    2019/04/18 by Xianglong Liu, Lei Huang, Liu, Xianglong +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
31. 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
32. Bi-level Doubly Variational Learning for Energy-based Latent Variable Models
    2022/03/24 by Kan, Ge, Jinhu Lü, Tian Wang +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)
33. Unsupervised Learning for Joint Beamforming Design in RIS-aided ISAC Systems
    2024/03/26 by Junjie Ye, Lei Huang, Ye, Junjie +7 · 2 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
34. WHC: Weighted Hybrid Criterion for Filter Pruning on Convolutional Neural Networks
    2023/02/16 by Shaowu Chen, Weize Sun, Chen, Shaowu +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
35. Punicalagin attenuates TNF-α-induced oxidative damage and promotes osteogenic differentiation of bone mesenchymal stem cells by activating the Nrf2/HO-1 pathway
    2023/07/08 by Lei Huang, Shunyi Lu, Mengxuan Bian +5 · 9 citations
    Nursing · Agricultural and Biological Sciences · #Pomegranate: compositions and health benefits #Cynara cardunculus studies #Bioactive Compounds in Plants
36. 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)
37. A multi-frequency study of sub-parsec jets with the Event Horizon Telescope
    2025/01/09 by Jan Röder, Maciek Wielgus, Andrei P. Lobanov +287 · 1 voice · 1 citation
    #astro-ph.HE #astro-ph.GA #astro-ph.IM
38. 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)
39. Finite convergence of the Moment-SOS hierarchy for polynomial matrix optimization
    2024/03/25 by Lei Huang, Huang, Lei, Jiawang Nie +1 · 1 citation
    Computer Science · #FOS: Mathematics #Matrix Theory and Algorithms #Optimization and Control (math.OC)
40. 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
41. On the Number of Linear Regions of Convolutional Neural Networks
    2020/06/01 by Huan Xiong, Lei Huang, Xiong, H. +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Neural Networks and Applications
42. Dirigo: A Method to Extract Event Logs for Object-Centric Processes
    2024/11/12 by Wei Jia, Wei, Jia, Chun Ouyang +7 · 1 citation
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Advanced Database Systems and Queries
43. Length Controlled Generation for Black-box LLMs
    2024/12/19 by Yuxuan Gu, Gu, Yuxuan, Wenjie Wang +13 · 1 citation
    Engineering · #Semiconductor Lasers and Optical Devices #Advancements in Photolithography Techniques #Iterative Learning Control Systems
44. Bench-CoE: a Framework for Collaboration of Experts from Benchmark
    2024/12/05 by Yuanshuai Wang, Wang, Yuanshuai, Xingjian Zhang +11 · 1 citation
    Computer Science · Business, Management and Accounting · #Semantic Web and Ontologies #Business Process Modeling and Analysis
45. 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
46. Verification of Bit-Flip Attacks against Quantized Neural Networks
    2025/02/22 by Yedi Zhang, Lei Huang, Zhang, Yedi +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
47. Dynamics and geometry of the inner sub-parsec-scale jet in 3C 279 observed with the Event Horizon Telescope
    2026/07/17 by Hendrik Mueller, Sebastiano D. von Fellenberg, Ai-Ling Zeng +275
    #astro-ph.GA
48. GenSplatCodec: Feed-Forward Gaussian Splatting Compression via One-Step Diffusion
    2026/07/27 by Qiang Hu, Zhenlong Wu, Lei Huang +3
    #cs.CV
49. Predicting OCT-defined vulnerable plaques and MACE using quantitative imaging features of pericoronary adipose tissue from coronary CTA
    2026/07/24 by Bin Zhang, Yuhao Dong, Xiao Zhang +10
    Medicine · #Adipokines, Inflammation, and Metabolic Diseases #Cardiovascular Disease and Adiposity #Cerebrovascular and Carotid Artery Diseases
50. VoLN: Vision-Only Long-Horizon Navigation---Paradigm, Benchmark, and Method
    2026/07/23 by Jiabin Lou, Haopeng Wang, Yuanshuai Wang +6
    #cs.RO #cs.AI