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Heng Huang

  1. AlpaGasus: Training A Better Alpaca with Fewer Data
    2023/07/17 by Lichang Chen, Shiyang Li, Chen, Lichang +19 · 30 citations
    Computer Science · #Video Analysis and Summarization
  2. LLaVA-Critic: Learning to Evaluate Multimodal Models
    2024/10/03 by Tianyi Xiong, Xiong, Tianyi, Xiyao Wang +13 · 34 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Multi-Agent Systems and Negotiation
  3. Unbiased Watermark for Large Language Models
    2023/09/22 by Zhengmian Hu, Lichang Chen, Hu, Zhengmian +9 · 23 citations
    Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #Artificial Intelligence in Healthcare and Education
  4. A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning
    2023/07/16 by Zhenyi Wang, Wang, Zhenyi, Enneng Yang +5 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  5. A Resilient and Accessible Distribution-Preserving Watermark for Large Language Models
    2023/10/11 by Yihan Wu, Wu, Yihan, Zhengmian Hu +7 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Spam and Phishing Detection #Topic Modeling
  6. Domain Watermark: Effective and Harmless Dataset Copyright Protection is Closed at Hand
    2023/10/09 by Junfeng Guo, Yiming Li, Guo, Junfeng +11 · 12 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization
    2017/04/20 by Kamran Ghasedi Dizaji, Amirhossein Herandi, Dizaji, Kamran Ghasedi +7 · 7 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote-Sensing Image Classification
  8. Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering
    2019/04/08 by Chenyou Fan, Xiaofan Zhang, Fan, Chenyou +9 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  9. Accelerated Zeroth-Order and First-Order Momentum Methods from Mini to Minimax Optimization
    2020/08/18 by Feihu Huang, Huang, Feihu, Shangqian Gao +5 · 8 citations
    Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Advanced Optimization Algorithms Research
  10. InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models
    2023/06/05 by Lichang Chen, Jiuhai Chen, Chen, Lichang +7 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
  11. Aridity-driven shift in biodiversity–soil multifunctionality relationships
    2021/09/09 by Weigang Hu, Jinzhi Ran, Longwei Dong +40 · 6 citations
    Agricultural and Biological Sciences · Environmental Science · #Ecology and Vegetation Dynamics Studies #Mycorrhizal Fungi and Plant Interactions #Species Distribution and Climate Change
  12. Current and future directions in network biology
    2023/09/15 by Marinka Zitnik, Marinka Žitnik, Michelle M. Li +40 · 2 voices · 6 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Bioinformatics and Genomic Networks #Advanced Graph Neural Networks #Complex Network Analysis Techniques
  13. A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning
    2024/11/14 by Zhenyi Wang, Enneng Yang, Li Shen +1 · 13 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Geophysical Methods and Applications #Advanced Neural Network Applications
  14. Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation
    2022/03/18 by An Xu, Wenqi Li, Xu, An +17 · 4 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Radiomics and Machine Learning in Medical Imaging
  15. SleeperMark: Towards Robust Watermark against Fine-Tuning Text-to-image Diffusion Models
    2024/12/06 by Zilan Wang, Wang, Zilan, Junfeng Guo +11 · 7 citations
    Computer Science · Engineering · #Advanced Steganography and Watermarking Techniques #Chaos-based Image/Signal Encryption #Vehicle License Plate Recognition
  16. Event3DGS: Event-Based 3D Gaussian Splatting for High-Speed Robot Egomotion
    2024/06/05 by Tianyi Xiong, Xiong, Tianyi, Jiayi Wu +11 · 5 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition
  17. On the Acceleration of Deep Learning Model Parallelism with Staleness
    2019/09/05 by An Xu, Xu, An, Zhouyuan Huo +3 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Robotics and Sensor-Based Localization #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  18. Faster Stochastic Alternating Direction Method of Multipliers for Nonconvex Optimization
    2020/08/04 by Feihu Huang, Huang, Feihu, Songcan Chen +3 · 2 citations
    Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Direction-of-Arrival Estimation Techniques #Advanced Adaptive Filtering Techniques
  19. Learning to Reason via Mixture-of-Thought for Logical Reasoning
    2025/05/21 by Tong Zheng, Zheng, Tong, Lichang Chen +7 · 12 citations
    Computer Science · #Logic, Reasoning, and Knowledge
  20. Solving a Class of Non-Convex Minimax Optimization in Federated Learning
    2023/10/05 by Xidong Wu, Wu, Xidong, Jianhui Sun +7 · 3 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  21. AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous Driving
    2024/12/19 by Shuo Xing, Hong Hua, Xing, Shuo +22 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  22. DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis
    2021/09/13 by Tiange Xiang, Yang Song, Xiang, Tiange +15 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences
  23. Contrastive Brain Network Learning via Hierarchical Signed Graph Pooling Model
    2022/07/14 by Haoteng Tang, Tang, Haoteng, Guixiang Ma +9 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bioinformatics and Genomic Networks #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC)
  24. When do you need Chain-of-Thought Prompting for ChatGPT?
    2023/04/06 by Jiuhai Chen, Chen, Jiuhai, Lichang Chen +5 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Stochastic Gradient Optimization Techniques #Topic Modeling
  25. A Watermark for Order-Agnostic Language Models
    2024/10/17 by Ruibo Chen, Chen, Ruibo, Yihan Wu +9 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  26. Parallel-R1: Towards Parallel Thinking via Reinforcement Learning
    2025/09/09 by Tong Zheng, Zheng, Tong, Hongming Zhang +16 · 19 citations
    Computer Science · #Evolutionary Algorithms and Applications
  27. Paintings and Drawings Aesthetics Assessment with Rich Attributes for Various Artistic Categories
    2024/05/05 by Xin Jin, Jin, Xin, Qianqian Qiao +9 · 3 citations
    Neuroscience · Computer Science · #Aesthetic Perception and Analysis #Digital Media and Visual Art
  28. De-mark: Watermark Removal in Large Language Models
    2024/10/17 by Ruibo Chen, Chen, Ruibo, Yihan Wu +5 · 5 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques
  29. Deep Prompt Tuning for Graph Transformers
    2023/09/18 by Reza Shirkavand, Heng Huang, Shirkavand, Reza +1 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Online Learning and Analytics
  30. Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling
    2024/03/02 by Jianan Fan, Dongnan Liu, Fan, Jianan +9 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Machine Learning (cs.LG)
  31. Decoupled Parallel Backpropagation with Convergence Guarantee
    2018/04/27 by Zhouyuan Huo, Huo, Zhouyuan, Bin Gu +5 · 1 citation
    Computer Science · #Stochastic Gradient Optimization Techniques #Machine Learning and ELM #Advanced Neural Network Applications
  32. Reflection-Tuning: Data Recycling Improves LLM Instruction-Tuning
    2023/10/18 by Ming Li, Lichang Chen, Li, Ming +11 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  33. Predicting Scores of Various Aesthetic Attribute Sets by Learning from Overall Score Labels
    2023/12/06 by Heng Huang, Xin Jin, Huang, Heng +13 · 2 citations
    Computer Science · Neuroscience · #Advanced Image and Video Retrieval Techniques #Aesthetic Perception and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  34. Towards Optimal Multi-draft Speculative Decoding
    2025/02/26 by Zhengmian Hu, Hu, Zhengmian, Tong Zheng +13 · 4 citations
    Computer Science · #Big Data and Digital Economy #Computation and Language (cs.CL) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  35. Federated Doubly Stochastic Kernel Learning for Vertically Partitioned Data
    2020/08/14 by Bin Gu, Gu, Bin, Zhiyuan Dang +5 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Domain Adaptation and Few-Shot Learning
  36. Few-Shot Class Incremental Learning with Attention-Aware Self-Adaptive Prompt
    2024/03/14 by Chenxi Liu, Liu, Chenxi, Zhenyi Wang +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  37. Coordinating Momenta for Cross-silo Federated Learning
    2021/02/08 by An Xu, Xu, An, Heng Huang +1 · 1 citation
    Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Traffic Prediction and Management Techniques #and Cluster Computing (cs.DC)
  38. Doubly Contrastive Deep Clustering
    2021/03/09 by Zhiyuan Dang, Dang, Zhiyuan, Cheng Deng +5 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition
  39. Interpretations Steered Network Pruning via Amortized Inferred Saliency Maps
    2022/09/07 by Alireza Ganjdanesh, Shangqian Gao, Ganjdanesh, Alireza +3 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  40. QCD Phase Structure and Interactions at High Baryon Density: Continuation of BES Physics Program with CBM at FAIR
    2022/09/12 by D. Almaalol, M. Hippert, Almaalol, D. +83 · 1 citation
    Physics and Astronomy · #High-Energy Particle Collisions Research #Particle physics theoretical and experimental studies #Quantum Chromodynamics and Particle Interactions
  41. Mitigating Factual Hallucination in Large Reasoning Models via Mixed-Mode Advantage Regularization
    2026/07/07 by Kaishen Wang, Tong Zheng, Xuehao Cui +3 · 1 voice
    Computer Science · #cs.CL #cs.LG
  42. PTP: Boosting Stability and Performance of Prompt Tuning with Perturbation-Based Regularizer
    2023/05/03 by Lichang Chen, Chen, Lichang, Heng Huang +3 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  43. Backdoor Learning on Sequence to Sequence Models
    2023/05/03 by Lichang Chen, Chen, Lichang, Minhao Cheng +3 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #Digital Media Forensic Detection #FOS: Computer and information sciences
  44. Incomplete Multimodal Learning for Complex Brain Disorders Prediction
    2023/05/25 by Reza Shirkavand, Liang Zhan, Shirkavand, Reza +7 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Bioinformatics and Genomic Networks #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Neurons and Cognition (q-bio.NC) #electronic engineering #information engineering
  45. Bilevel ZOFO: Efficient LLM Fine-Tuning and Meta-Training
    2025/02/05 by Reza Shirkavand, Peng Yu, Shirkavand, Reza +5 · 3 citations
    Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Magnetic confinement fusion research
  46. Faster Gradient-Free Proximal Stochastic Methods for Nonconvex Nonsmooth Optimization
    2019/02/16 by Feihu Huang, Huang, Feihu, Bin Gu +7 · 1 citation
    Computer Science · Engineering · Decision Sciences · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Advanced Bandit Algorithms Research
  47. Jointly Training and Pruning CNNs via Learnable Agent Guidance and Alignment
    2024/03/28 by Alireza Ganjdanesh, Shangqian Gao, Ganjdanesh, Alireza +3 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  48. MLPHand: Real Time Multi-View 3D Hand Mesh Reconstruction via MLP Modeling
    2024/06/23 by Jian Yang, Jiakun Li, Yang, Jian +11 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Hand Gesture Recognition Systems #Human Pose and Action Recognition
  49. OmnixR: Evaluating Omni-modality Language Models on Reasoning across Modalities
    2024/10/16 by Lichang Chen, Chen, Lichang, Hexiang Hu +19 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimedia (cs.MM) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  50. Fedlearn-Algo: A flexible open-source privacy-preserving machine learning platform
    2021/07/08 by Bo Liu, Liu, Bo, Chaowei Tan +17 · 1 citation
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  51. OPTune: Efficient Online Preference Tuning
    2024/06/11 by Li-chang Chen, Chen, Lichang, Jiuhai Chen +15 · 1 citation
    Computer Science · Social Sciences · #Algorithms and Data Compression #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia Communication and Technology
  52. Fast and scalable Wasserstein-1 neural optimal transport solver for single-cell perturbation prediction
    2024/11/01 by Yanshuo Chen, Zhengmian Hu, Chen, Yanshuo +5 · 1 citation
    Engineering · Physics and Astronomy · #Advancements in Semiconductor Devices and Circuit Design #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Machine Learning (cs.LG) #Model Reduction and Neural Networks
  53. Modality-Balancing Preference Optimization of Large Multimodal Models by Adversarial Negative Mining
    2025/05/20 by Chenxi Liu, Tianyi Xiong, Liu, Chenxi +13 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  54. ImAgent: A Unified Multimodal Agent Framework for Test-Time Scalable Image Generation
    2025/11/14 by Kaishen Wang, Ruibo Chen, Wang, Kaishen +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  55. Cost-Aware Contrastive Routing for LLMs
    2025/08/17 by Reza Shirkavand, Shangqian Gao, Shirkavand, Reza +5 · 3 citations
    Computer Science · Engineering · #Advanced Optical Network Technologies #Caching and Content Delivery #FOS: Computer and information sciences #Machine Learning (cs.LG) #Peer-to-Peer Network Technologies