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Liang Ding

  1. Triplane Meets Gaussian Splatting: Fast and Generalizable Single-View 3D Reconstruction with Transformers
    2023/12/14 by Zi–Xin Zou, Zhipeng Yu, Zou, Zi-Xin +11 · 43 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Generative Adversarial Networks and Image Synthesis #Computer Graphics and Visualization Techniques
  2. Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Large Language Models
    2024/08/28 by Wenbin Wang, Liang Ding, Wang, Wenbin +11 · 49 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  3. TripoSR: Fast 3D Object Reconstruction from a Single Image
    2024/03/04 by Dmitry Tochilkin, Tochilkin, Dmitry, David Pankratz +17 · 33 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #Advanced Neural Network Applications #3D Surveying and Cultural Heritage #Robotics and Sensor-Based Localization
  4. TripoSG: High-Fidelity 3D Shape Synthesis using Large-Scale Rectified Flow Models
    2025/02/10 by Yangguang Li, Li, Yangguang, Zi–Xin Zou +19 · 53 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis #Advanced Vision and Imaging
  5. InfoRM: Mitigating Reward Hacking in RLHF via Information-Theoretic Reward Modeling
    2024/02/14 by Yuchun Miao, Sen Zhang, Miao, Yuchun +9 · 22 citations
    Engineering · Computer Science · #Safety Systems Engineering in Autonomy #Software Engineering Research #Information and Cyber Security
  6. Revisiting Catastrophic Forgetting in Large Language Model Tuning
    2024/06/07 by Hongyu Li, Liang Ding, Li, Hongyu +5 · 23 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  7. Fine-tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning
    2022/03/17 by Lin Zhang, Zhang, Lin, Li Shen +7 · 11 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques #Recommender Systems and Techniques
  8. SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of Adapters
    2022/10/09 by Shwai He, Liang Ding, He, Shwai +7 · 9 citations
    Engineering · Computer Science · #Ferroelectric and Negative Capacitance Devices #Topic Modeling #Advanced Neural Network Applications
  9. Revisiting Demonstration Selection Strategies in In-Context Learning
    2024/01/22 by Keqin Peng, Peng, Keqin, Liang Ding +11 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  10. FedSpeed: Larger Local Interval, Less Communication Round, and Higher Generalization Accuracy
    2023/02/21 by Yan Sun, Sun, Yan, Li Shen +7 · 7 citations
    Computer Science · #Age of Information Optimization #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  11. PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection
    2022/03/30 by Gang Li, Xiang Li, Li, Gang +9 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  12. Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion
    2023/12/11 by Anke Tang, Tang, Anke, Luo, Xianglin +11 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
  13. DB-LLM: Accurate Dual-Binarization for Efficient LLMs
    2024/02/19 by Hong Chen, Chengtao Lv, Chen, Hong +19 · 7 citations
    Computer Science · #Natural Language Processing Techniques #Digital Rights Management and Security #Text and Document Classification Technologies
  14. Revisiting Knowledge Distillation for Autoregressive Language Models
    2024/02/19 by Qihuang Zhong, Zhong, Qihuang, Liang Ding +9 · 6 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  15. ROSE Doesn't Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding
    2024/02/19 by Qihuang Zhong, Liang Ding, Zhong, Qihuang +7 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  16. VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search
    2025/04/12 by Yikun Wang, Wang, Yikun, Siyin Wang +13 · 13 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Multi-Agent Systems and Negotiation
  17. CoupleFace: Relation Matters for Face Recognition Distillation
    2022/04/12 by Jiaheng Liu, Liu, Jiaheng, Haoyu Qin +9 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
  18. Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models
    2022/10/11 by Qihuang Zhong, Liang Ding, Zhong, Qihuang +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  19. BdryGP: a new Gaussian process model for incorporating boundary information
    2019/08/23 by Liang Ding, Ding, Liang, Simon Mak +3 · 2 citations
    Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Methodology (stat.ME) #Probabilistic and Robust Engineering Design #Statistics Theory (math.ST)
  20. OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models
    2024/01/12 by Shuai Wang, Wang, Shuai, Liang Ding +9 · 3 citations
    Computer Science · #Software Engineering Research #Parallel Computing and Optimization Techniques #Software System Performance and Reliability
  21. Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-guided Feature Imitation
    2021/12/09 by Gang Li, Li, Gang, Xiang Li +9 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  22. WisdoM: Improving Multimodal Sentiment Analysis by Fusing Contextual World Knowledge
    2024/01/12 by Wenbin Wang, Liang Ding, Wang, Wenbin +9 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
  23. Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks
    2022/07/18 by Chuang Liu, Xueqi Ma, Liu, Chuang +13 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
  24. MQM-APE: Toward High-Quality Error Annotation Predictors with Automatic Post-Editing in LLM Translation Evaluators
    2024/09/22 by Qingyu Lu, Lu, Qingyu, Liang Ding +7 · 1 voice · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  25. Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE
    2022/12/04 by Qihuang Zhong, Liang Ding, Zhong, Qihuang +25 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  26. AdaSAM: Boosting Sharpness-Aware Minimization with Adaptive Learning Rate and Momentum for Training Deep Neural Networks
    2023/03/01 by Hao Sun, Sun, Hao, Li Shen +15 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Optimization and Control (math.OC) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  27. Where Does the Performance Improvement Come From? -- A Reproducibility Concern about Image-Text Retrieval
    2022/03/08 by Jun Rao, Fei Wang, Rao, Jun +11 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
  28. DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs
    2024/12/19 by Xiabin Zhou, Wenbin Wang, Zhou, Xiabin +13 · 4 citations
    Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Algorithms and Data Compression
  29. Adaptive motion control of wheeled mobile robot with unknown slippage
    2014/01/03 by Haibo Gao, Xingguo Song, Liang Ding +3 · 2 citations
    Engineering · #Robotic Locomotion and Control #Control and Dynamics of Mobile Robots #Vehicle Dynamics and Control Systems
  30. Free-Form Composition Networks for Egocentric Action Recognition
    2023/07/13 by Haoran Wang, Qinghua Cheng, Wang, Haoran +11 · 2 citations
    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
  31. Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking
    2023/06/01 by Qingyue Wang, Wang, Qingyue, Liang Ding +13 · 2 citations
    Computer Science · Neuroscience · #Speech and dialogue systems #Context-Aware Activity Recognition Systems #EEG and Brain-Computer Interfaces
  32. Dynamic Contrastive Distillation for Image-Text Retrieval
    2022/07/04 by Jun Rao, Liang Ding, Rao, Jun +11 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #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 #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  33. Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction
    2024/03/15 by Ziyang Xu, Keqin Peng, Xu, Ziyang +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  34. Achieving >97% on GSM8K: Deeply Understanding the Problems Makes LLMs Better Solvers for Math Word Problems
    2024/04/23 by Qihuang Zhong, Kang Wang, Zhong, Qihuang +9 · 2 citations
    Computer Science · Engineering · #Library Science and Information Systems #Digital Rights Management and Security #Vehicle License Plate Recognition
  35. Self-Guided Curriculum Learning for Neural Machine Translation
    2021/05/10 by Lei Zhou, Liang Ding, Zhou, Lei +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  36. INTERN: A New Learning Paradigm Towards General Vision
    2021/11/16 by Jing Shao, Shao, Jing, Siyu Chen +51 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Multimodal Machine Learning Applications
  37. DTG-SSOD: Dense Teacher Guidance for Semi-Supervised Object Detection
    2022/07/12 by Gang Li, Li, Gang, Xiang Li +9 · 1 citation
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote-Sensing Image Classification #Video Surveillance and Tracking Methods
  38. Simultaneous Computation and Memory Efficient Zeroth-Order Optimizer for Fine-Tuning Large Language Models
    2024/10/13 by Wang Fei, Li Shen, Wang, Fei +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  39. Bag of Tricks for Effective Language Model Pretraining and Downstream Adaptation: A Case Study on GLUE
    2023/02/18 by Qihuang Zhong, Liang Ding, Zhong, Qihuang +13 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  40. Revisiting Token Dropping Strategy in Efficient BERT Pretraining
    2023/05/24 by Qihuang Zhong, Zhong, Qihuang, Liang Ding +11 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  41. Towards Alleviating Text-to-Image Retrieval Hallucination for CLIP in Zero-shot Learning
    2024/02/28 by Hanyao Wang, Yibing Zhan, Wang, Hanyao +7 · 1 citation
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Multimodal Machine Learning Applications
  42. Towards Prompt-robust Face Privacy Protection via Adversarial Decoupling Augmentation Framework
    2023/05/06 by Ruijia Wu, Wu, Ruijia, Yuhang Wang +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  43. PAD-Net: An Efficient Framework for Dynamic Networks
    2022/11/10 by Shwai He, He, Shwai, Liang Ding +9 · 1 citation
    Computer Science · Medicine · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
  44. Zero-Shot Sharpness-Aware Quantization for Pre-trained Language Models
    2023/10/20 by Miaoxi Zhu, Zhu, Miaoxi, Qihuang Zhong +11 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Speech Recognition and Synthesis
  45. Random Smoothing Regularization in Kernel Gradient Descent Learning
    2023/05/05 by Liang Ding, Ding, Liang, Tianyang Hu +9 · 1 citation
    Computer Science · Mathematics · Medicine · #Domain Adaptation and Few-Shot Learning #Statistical Methods and Inference #Radiomics and Machine Learning in Medical Imaging
  46. Building Accurate Translation-Tailored LLMs with Language Aware Instruction Tuning
    2024/03/21 by Changtong Zan, Liang Ding, Zan, Changtong +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  47. H3.3 K27M depletion increases differentiation and extends latency of diffuse intrinsic pontine glioma growth in vivo
    2019/02/15 by André B. Silveira, André Bortolini Silveira, Lawryn H. Kasper +27 · 25 citations
    Medicine · Biochemistry, Genetics and Molecular Biology · #Glioma Diagnosis and Treatment #Cancer-related molecular mechanisms research #Chromatin Remodeling and Cancer
  48. Improving Simultaneous Machine Translation with Monolingual Data
    2022/12/02 by Hexuan Deng, Liang Ding, Deng, Hexuan +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  49. Enhancing Input-Label Mapping in In-Context Learning with Contrastive Decoding
    2025/02/19 by Keqin Peng, Liang Ding, Peng, Keqin +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text and Document Classification Technologies
  50. TeZO: Empowering the Low-Rankness on the Temporal Dimension in the Zeroth-Order Optimization for Fine-tuning LLMs
    2025/01/31 by Yan Sun, Sun, Yan, Liang Ding +6 · 1 citation
    Engineering · Physics and Astronomy · #Advanced Control Systems Design #FOS: Computer and information sciences #Iterative Learning Control Systems #Machine Learning (cs.LG) #Model Reduction and Neural Networks
  51. The classification of a class of planar central configurations
    2026/07/27 by Liang Ding, Jin Wang, Jinlong Wei