Chengyu Wang

Zero-to-Hero: Empowering Video Appearance Transfer with Zero-Shot Initialization and Holistic Restoration AAAI 2026 Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations ACL 2026 Taming "Zombie" Agents: A Markov State-Aware Framework for Resilient Multi-Agent Evolution ACL 2026 Leveraging Image as Compressed Visual Prompt and Hierarchical Visual Knowledge for Effective Image Utilization in MLLMs AAAI 2026 AgenticQwen: Training Small Agentic Language Models with Dual Data Flywheels for Industrial-Scale Tool Use ACL 2026 AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering ACL 2026 Mock Worlds, Real Skills: Building Small Agentic Language Models with Synthetic Tasks, Simulated Environments, and Rubric-Based Rewards ACL 2026 Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective ICLR 2025 Thinking with DistilQwen: A Tale of Four Distilled Reasoning and Reward Model Series EMNLP 2025 EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models EMNLP 2025 Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment EMNLP 2025 Fingerprinting Denoising Diffusion Probabilistic Models CVPR 2025 Encapsulated Composition of Text-to-Image and Text-to-Video Models for High-Quality Video Synthesis CVPR 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 Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud COLING 2025 BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering ACL 2025 DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models ACL 2025 Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEdit AAAI 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 Distilling Instruction-following Abilities of Large Language Models with Task-aware Curriculum Planning EMNLP 2024 A Dual-Way Enhanced Framework from Text Matching Point of View for Multimodal Entity Linking AAAI 2024 On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models ACL 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 Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning EMNLP 2024 VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models EMNLP 2024 Diffutoon: High-Resolution Editable Toon Shading via Diffusion Models IJCAI 2024 Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning NAACL 2024 CocaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval ACL 2023 Uncertainty-Aware Self-Training for Low-Resource Neural Sequence Labeling AAAI 2023 XtremeCLIP: Extremely Parameter-efficient Tuning for Low-resource Vision Language Understanding ACL 2023 Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding EMNLP 2023 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 MCL: Multi-Granularity Contrastive Learning Framework for Chinese NER AAAI 2023 Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning ACL 2023 From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023 Uncertainty-aware Parameter-Efficient Self-training for Semi-supervised Language Understanding 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 KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering EMNLP 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 DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding AAAI 2022 From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression AAAI 2022 HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction ACL 2022 UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings EMNLP 2021 Weakly Supervised Construction of ASR Systems from Massive Video Data INTERSPEECH 2021 KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification AAAI 2021 Meta Distant Transfer Learning for Pre-trained Language Models 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 EasyASR: A Distributed Machine Learning Platform for End-to-end Automatic Speech Recognition AAAI 2021 Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains ACL 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 TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification EMNLP 2021 Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains IJCNLP 2021 BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy Detection ACL 2020 Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining EMNLP 2020 Video Generation From Single Semantic Label Map CVPR 2019 Improving Hypernymy Prediction via Taxonomy Enhanced Adversarial Learning AAAI 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 A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances EMNLP 2017 Learning Fine-grained Relations from Chinese User Generated Categories EMNLP 2017 Chinese Hypernym-Hyponym Extraction from User Generated Categories COLING 2016