← Authors

Chengyu Wang

76 papers · 2016–2026 · 10 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (10) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (11) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (4) πŸƒ Academic Marathon (9) 🏠 Conference Loyalist (23) 🀝 Dynamic Duo (48) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (14) 🧬 Topic Evolution πŸ† Keyword Champion (4) ⚑ Prolific Year (15) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (10) πŸ’Ž Century Club (74) πŸ—ƒοΈ Keyword Collector (316) πŸš€ Conference Pioneer

Conferences

EMNLP (23) ACL (19) AAAI (11) COLING (7) CVPR (6) IJCAI (4) IJCNLP (3) ICLR (1) INTERSPEECH (1) NAACL (1)

Top co-authors

Jun Huang (49) Xiaofeng He (28) Taolin Zhang (19) Minghui Qiu (18) Jianing Wang (10) Ming Gao (9) Cen Chen (8) Dongyang Li (7) Chuanqi Tan (6) Bingyan Liu (6)

Research topics

Differential Privacy (1) Privacy (1)

Keywords

knowledge distillation (11) large language model (11) contrastive learning (10) knowledge graph (10) model compression (8) few-shot learning (8) transfer learning (7) diffusion model (7) pre-trained language model (7) text-to-image synthesis (6) language model (6) video generation (5) reinforcement learning (4) knowledge editing (4) named entity recognition (4) knowledge-enhanced language model (4) chinese language (4) knowledge injection (4) text classification (4) knowledge base (3)

Papers

Leveraging Image as Compressed Visual Prompt and Hierarchical Visual Knowledge for Effective Image Utilization in MLLMs AAAI 2026
Zero-to-Hero: Empowering Video Appearance Transfer with Zero-Shot Initialization and Holistic Restoration AAAI 2026
DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models ACL 2025
BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering ACL 2025
Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts CVPR 2025
DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding CVPR 2025
Fingerprinting Denoising Diffusion Probabilistic Models CVPR 2025
Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEdit AAAI 2025
Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment EMNLP 2025
Encapsulated Composition of Text-to-Image and Text-to-Video Models for High-Quality Video Synthesis CVPR 2025
Hallucination-Aware Prompt Optimization for Text-to-Video Synthesis IJCAI 2025
AdaptEdit: An Adaptive Correspondence Guidance Framework for Reference-Based Video Editing IJCAI 2025
FastBlend: Enhancing Video Stylization Consistency via Model-Free Patch Blending IJCAI 2025
Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective ICLR 2025
EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models EMNLP 2025
Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud COLING 2025
Thinking with DistilQwen: A Tale of Four Distilled Reasoning and Reward Model Series EMNLP 2025
On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models ACL 2024
A Dual-Way Enhanced Framework from Text Matching Point of View for Multimodal Entity Linking AAAI 2024
Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning NAACL 2024
Diffutoon: High-Resolution Editable Toon Shading via Diffusion Models IJCAI 2024
PAI-Diffusion: Constructing and Serving a Family of Open Chinese Diffusion Models for Text-to-image Synthesis on the Cloud ACL 2024
DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models ACL 2024
DiffChat: Learning to Chat with Text-to-Image Synthesis Models for Interactive Image Creation ACL 2024
KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning COLING 2024
TaiChi: Improving the Robustness of NLP Models by Seeking Common Ground While Reserving Differences COLING 2024
TRELM: Towards Robust and Efficient Pre-training for Knowledge-Enhanced Language Models COLING 2024
UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding COLING 2024
Towards Understanding Cross and Self-Attention in Stable Diffusion for Text-Guided Image Editing CVPR 2024
Distilling Instruction-following Abilities of Large Language Models with Task-aware Curriculum Planning EMNLP 2024
VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models EMNLP 2024
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning EMNLP 2024
BeautifulPrompt: Towards Automatic Prompt Engineering for Text-to-Image Synthesis EMNLP 2023
Sharing, Teaching and Aligning: Knowledgeable Transfer Learning for Cross-Lingual Machine Reading Comprehension EMNLP 2023
XtremeCLIP: Extremely Parameter-efficient Tuning for Low-resource Vision Language Understanding ACL 2023
Uncertainty-aware Parameter-Efficient Self-training for Semi-supervised Language Understanding EMNLP 2023
Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning ACL 2023
Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding EMNLP 2023
From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023
A Customized Text Sanitization Mechanism with Differential Privacy ACL 2023
Rapid Diffusion: Building Domain-Specific Text-to-Image Synthesizers with Fast Inference Speed ACL 2023
FashionKLIP: Enhancing E-Commerce Image-Text Retrieval with Fashion Multi-Modal Conceptual Knowledge Graph ACL 2023
CocaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval ACL 2023
MCL: Multi-Granularity Contrastive Learning Framework for Chinese NER AAAI 2023
Uncertainty-Aware Self-Training for Low-Resource Neural Sequence Labeling AAAI 2023
KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering EMNLP 2022
From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression AAAI 2022
DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding AAAI 2022
HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction ACL 2022
SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition EMNLP 2022
EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing EMNLP 2022
Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training EMNLP 2022
Towards Unified Prompt Tuning for Few-shot Text Classification EMNLP 2022
ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge EMNLP 2022
KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification AAAI 2021
UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings EMNLP 2021
Meta Distant Transfer Learning for Pre-trained Language Models EMNLP 2021
TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification EMNLP 2021
Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources ACL 2021
SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining ACL 2021
Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains ACL 2021
Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains IJCNLP 2021
SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining IJCNLP 2021
Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources IJCNLP 2021
Weakly Supervised Construction of ASR Systems from Massive Video Data INTERSPEECH 2021
EasyASR: A Distributed Machine Learning Platform for End-to-end Automatic Speech Recognition AAAI 2021
Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining EMNLP 2020
BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy Detection ACL 2020
Improving Hypernymy Prediction via Taxonomy Enhanced Adversarial Learning AAAI 2019
Video Generation From Single Semantic Label Map CVPR 2019
SphereRE: Distinguishing Lexical Relations with Hyperspherical Relation Embeddings ACL 2019
Exploratory Neural Relation Classification for Domain Knowledge Acquisition COLING 2018
Transductive Non-linear Learning for Chinese Hypernym Prediction ACL 2017
Learning Fine-grained Relations from Chinese User Generated Categories EMNLP 2017
A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances EMNLP 2017
Chinese Hypernym-Hyponym Extraction from User Generated Categories COLING 2016