Wang, Chengyu
- Towards Understanding Cross and Self-Attention in Stable Diffusion for Text-Guided Image Editing
2024/03/06 by Liu, Bingyan, Wang, Chengyu, Cao, Tingfeng +2 · 30 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models
2024/10/01 by Jia-Peng Wang, Chengyu Wang, Wang, Jiapeng +7 · 13 citations
Computer Science · Engineering · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimedia (cs.MM) #Power Systems and Technologies #Video Analysis and Summarization
- Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains
2020/12/02 by Pan, Haojie, Wang, Chengyu, Qiu, Minghui +3 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning
2024/05/06 by Qizhou Chen, Chen, Qizhou, Taolin Zhang +11 · 10 citations
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding
2024/08/27 by Wenhui Liao, Jia-Peng Wang, Liao, Wenhui +9 · 8 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Handwritten Text Recognition Techniques
- Video Generation from Single Semantic Label Map
2019/03/11 by Junting Pan, Chengyu Wang, Pan, Junting +11 · 3 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques
- Towards Unified Prompt Tuning for Few-shot Text Classification
2022/05/11 by Jianing Wang, Wang, Jianing, Chengyu Wang +15 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning
2023/05/24 by Zhen-Ru Zhang, Zhang, Zhen-Ru, Chuanqi Tan +9 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression
2021/12/14 by Xu, Runxin, Luo, Fuli, Wang, Chengyu +4 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- A Dual-way Enhanced Framework from Text Matching Point of View for Multimodal Entity Linking
2023/12/19 by Song, Shezheng, Zhao, Shan, Wang, Chengyu +4 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts
2024/11/23 by Chen, Qizhou, Wang, Chengyu, Wang, Dakan +3 · 4 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Distilling Instruction-following Abilities of Large Language Models with Task-aware Curriculum Planning
2024/05/22 by Yuanhao Yue, Yue, Yuanhao, Chengyu Wang +5 · 3 citations
Computer Science · #Online Learning and Analytics #Intelligent Tutoring Systems and Adaptive Learning #Natural Language Processing Techniques
- BeautifulPrompt: Towards Automatic Prompt Engineering for Text-to-Image Synthesis
2023/11/12 by Tingfeng Cao, Cao, Tingfeng, Chengyu Wang +9 · 2 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image and Video Retrieval Techniques
- INT8 Winograd Acceleration for Conv1D Equipped ASR Models Deployed on Mobile Devices
2020/10/28 by Yao, Yiwu, Li, Yuchao, Wang, Chengyu +8 · 1 citation
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- DWE+: Dual-Way Matching Enhanced Framework for Multimodal Entity Linking
2024/04/07 by Shezheng Song, Song, Shezheng, Shasha Li +17 · 2 citations
Computer Science · #Web Data Mining and Analysis #Natural Language Processing Techniques #Topic Modeling
- DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models
2024/05/31 by Zhang, Taolin, Chen, Qizhou, Li, Dongyang +5 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Diffutoon: High-Resolution Editable Toon Shading via Diffusion Models
2024/01/29 by Zhongjie Duan, Chengyu Wang, Duan, Zhongjie +7 · 2 voices
Computer Science · #Digital Rights Management and Security
- INTERN: A New Learning Paradigm Towards General Vision
2021/11/16 by Jing Shao, Siyu Chen, Shao, Jing +51 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Multimodal Machine Learning Applications
- SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining
2021/08/20 by Taolin Zhang, Zhang, Taolin, Zerui Cai +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
- DKPLM: Decomposable Knowledge-enhanced Pre-trained Language Model for Natural Language Understanding
2021/12/02 by Zhang, Taolin, Wang, Chengyu, Hu, Nan +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Making Pre-trained Language Models End-to-end Few-shot Learners with Contrastive Prompt Tuning
2022/04/01 by Xu, Ziyun, Wang, Chengyu, Qiu, Minghui +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering
2022/05/06 by Wang, Jianing, Wang, Chengyu, Qiu, Minghui +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition
2022/10/17 by Wang, Jianing, Han, Chengcheng, Wang, Chengyu +5 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- MOSABench: Multi-Object Sentiment Analysis Benchmark for Evaluating Multimodal Large Language Models Understanding of Complex Image
2024/11/25 by Song, Shezheng, He, Chengxiang, Zhao, Shan +4 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook
2023/07/31 by Fan, Mingyuan, Wang, Chengyu, Chen, Cen +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Student-Centered Distillation Narrows the Agentic Gap Between Small and Large LLMs
2025/09/12 by Yuanjie Lyu, Lyu, Yuanjie, Chengyu Wang +5 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning
2023/09/26 by Wang, Jianing, Wang, Chengyu, Tan, Chuanqi +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- A Contrastive Compositional Benchmark for Text-to-Image Synthesis: A Study with Unified Text-to-Image Fidelity Metrics
2023/12/04 by Xiangru Zhu, Penglei Sun, Zhu, Xiangru +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimedia (cs.MM) #Multimodal Machine Learning Applications
- FastBlend: a Powerful Model-Free Toolkit Making Video Stylization Easier
2023/11/15 by Duan, Zhongjie, Wang, Chengyu, Chen, Cen +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations
2025/05/16 by Cai, Wenrui, Wang, Chengyu, Yan, Junbing +2 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models
2025/04/21 by Wang, Chengyu, Yan, Junbing, Yue, Yuanhao +1 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Do Large Language Models Understand Logic or Just Mimick Context?
2024/02/19 by Junbing Yan, Chengyu Wang, Yan, Junbing +5 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models
2024/06/24 by Dongyang Li, Junbing Yan, Li, Dongyang +13 · 1 citation
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEdit
2024/08/19 by Qizhou Chen, Chen, Qizhou, Taolin Zhang +9 · 2 citations
Computer Science · #Semantic Web and Ontologies
- BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering
2025/05/17 by Taolin Zhang, Dongyang Li, Zhang, Taolin +7 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling